2022-06-04 21:02:13,872 - mmdet - INFO - Environment info: ------------------------------------------------------------ sys.platform: linux Python: 3.7.11 (default, Jul 27 2021, 14:32:16) [GCC 7.5.0] CUDA available: True GPU 0,1,2,3,4,5,6,7: A100-SXM-80GB CUDA_HOME: /mnt/lustre/share/cuda-11.1 NVCC: Build cuda_11.1.TC455_06.29069683_0 GCC: gcc (GCC) 7.3.0 PyTorch: 1.9.0+cu111 PyTorch compiling details: PyTorch built with: - GCC 7.3 - C++ Version: 201402 - Intel(R) Math Kernel Library Version 2020.0.0 Product Build 20191122 for Intel(R) 64 architecture applications - Intel(R) MKL-DNN v2.1.2 (Git Hash 98be7e8afa711dc9b66c8ff3504129cb82013cdb) - OpenMP 201511 (a.k.a. OpenMP 4.5) - NNPACK is enabled - CPU capability usage: AVX2 - CUDA Runtime 11.1 - NVCC architecture flags: -gencode;arch=compute_37,code=sm_37;-gencode;arch=compute_50,code=sm_50;-gencode;arch=compute_60,code=sm_60;-gencode;arch=compute_70,code=sm_70;-gencode;arch=compute_75,code=sm_75;-gencode;arch=compute_80,code=sm_80;-gencode;arch=compute_86,code=sm_86 - CuDNN 8.0.5 - Magma 2.5.2 - Build settings: BLAS_INFO=mkl, BUILD_TYPE=Release, CUDA_VERSION=11.1, CUDNN_VERSION=8.0.5, CXX_COMPILER=/opt/rh/devtoolset-7/root/usr/bin/c++, CXX_FLAGS= -Wno-deprecated -fvisibility-inlines-hidden -DUSE_PTHREADPOOL -fopenmp -DNDEBUG -DUSE_KINETO -DUSE_FBGEMM -DUSE_QNNPACK -DUSE_PYTORCH_QNNPACK -DUSE_XNNPACK -DSYMBOLICATE_MOBILE_DEBUG_HANDLE -O2 -fPIC -Wno-narrowing -Wall -Wextra -Werror=return-type -Wno-missing-field-initializers -Wno-type-limits -Wno-array-bounds -Wno-unknown-pragmas -Wno-sign-compare -Wno-unused-parameter -Wno-unused-variable -Wno-unused-function -Wno-unused-result -Wno-unused-local-typedefs -Wno-strict-overflow -Wno-strict-aliasing -Wno-error=deprecated-declarations -Wno-stringop-overflow -Wno-psabi -Wno-error=pedantic -Wno-error=redundant-decls -Wno-error=old-style-cast -fdiagnostics-color=always -faligned-new -Wno-unused-but-set-variable -Wno-maybe-uninitialized -fno-math-errno -fno-trapping-math -Werror=format -Wno-stringop-overflow, LAPACK_INFO=mkl, PERF_WITH_AVX=1, PERF_WITH_AVX2=1, PERF_WITH_AVX512=1, TORCH_VERSION=1.9.0, USE_CUDA=ON, USE_CUDNN=ON, USE_EXCEPTION_PTR=1, USE_GFLAGS=OFF, USE_GLOG=OFF, USE_MKL=ON, USE_MKLDNN=ON, USE_MPI=OFF, USE_NCCL=ON, USE_NNPACK=ON, USE_OPENMP=ON, TorchVision: 0.10.0+cu111 OpenCV: 4.5.5 MMCV: 1.4.2 MMCV Compiler: GCC 7.3 MMCV CUDA Compiler: 11.1 MMDetection: 2.22.0+ ------------------------------------------------------------ 2022-06-04 21:02:14,751 - mmdet - INFO - Distributed training: True 2022-06-04 21:02:15,526 - mmdet - INFO - Config: dataset_type = 'CocoDataset' data_root = 'data/coco/' img_norm_cfg = dict( mean=[123.675, 116.28, 103.53], std=[58.395, 57.12, 57.375], to_rgb=True) train_pipeline = [ dict(type='LoadImageFromFile', file_client_args=dict(backend='disk')), dict( type='InstaBoost', action_candidate=('normal', 'horizontal', 'skip'), action_prob=(1, 0, 0), scale=(0.8, 1.2), dx=15, dy=15, theta=(-1, 1), color_prob=0.5, hflag=False, aug_ratio=0.5), dict( type='LoadAnnotations', with_bbox=True, with_mask=True, with_seg=True), dict( type='Resize', img_scale=[(1600, 400), (1600, 1400)], multiscale_mode='range', keep_ratio=True), dict(type='RandomFlip', flip_ratio=0.5), dict( type='Normalize', mean=[123.675, 116.28, 103.53], std=[58.395, 57.12, 57.375], to_rgb=True), dict(type='Pad', size_divisor=32), dict(type='SegRescale', scale_factor=0.125), dict(type='DefaultFormatBundle'), dict( type='Collect', keys=['img', 'gt_bboxes', 'gt_labels', 'gt_masks', 'gt_semantic_seg']) ] test_pipeline = [ dict(type='LoadImageFromFile', file_client_args=dict(backend='disk')), dict( type='MultiScaleFlipAug', img_scale=(1600, 1400), 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=1, workers_per_gpu=8, train=dict( type='CocoDataset', ann_file='data/coco/annotations/instances_train2017.json', img_prefix='data/coco/train2017/', pipeline=[ dict( type='LoadImageFromFile', file_client_args=dict(backend='disk')), dict( type='InstaBoost', action_candidate=('normal', 'horizontal', 'skip'), action_prob=(1, 0, 0), scale=(0.8, 1.2), dx=15, dy=15, theta=(-1, 1), color_prob=0.5, hflag=False, aug_ratio=0.5), dict( type='LoadAnnotations', with_bbox=True, with_mask=True, with_seg=True), dict( type='Resize', img_scale=[(1600, 400), (1600, 1400)], multiscale_mode='range', keep_ratio=True), dict(type='RandomFlip', flip_ratio=0.5), dict( type='Normalize', mean=[123.675, 116.28, 103.53], std=[58.395, 57.12, 57.375], to_rgb=True), dict(type='Pad', size_divisor=32), dict(type='SegRescale', scale_factor=0.125), dict(type='DefaultFormatBundle'), dict( type='Collect', keys=[ 'img', 'gt_bboxes', 'gt_labels', 'gt_masks', 'gt_semantic_seg' ]) ], seg_prefix='data/coco/stuffthingmaps/train2017/'), val=dict( type='CocoDataset', ann_file='data/coco/annotations/instances_val2017.json', img_prefix='data/coco/val2017/', pipeline=[ dict( type='LoadImageFromFile', file_client_args=dict(backend='disk')), dict( type='MultiScaleFlipAug', img_scale=(1600, 1400), flip=False, transforms=[ dict(type='Resize', keep_ratio=True), dict(type='RandomFlip'), dict( type='Normalize', mean=[123.675, 116.28, 103.53], std=[58.395, 57.12, 57.375], to_rgb=True), dict(type='Pad', size_divisor=32), dict(type='ImageToTensor', keys=['img']), dict(type='Collect', keys=['img']) ]) ]), test=dict( type='CocoDataset', ann_file='data/coco/annotations/instances_val2017.json', img_prefix='data/coco/val2017/', pipeline=[ dict( type='LoadImageFromFile', file_client_args=dict(backend='disk')), dict( type='MultiScaleFlipAug', img_scale=(1600, 1400), flip=False, transforms=[ dict(type='Resize', keep_ratio=True), dict(type='RandomFlip'), dict( type='Normalize', mean=[123.675, 116.28, 103.53], std=[58.395, 57.12, 57.375], to_rgb=True), dict(type='Pad', size_divisor=32), dict(type='ImageToTensor', keys=['img']), dict(type='Collect', keys=['img']) ]) ])) evaluation = dict(metric=['bbox', 'segm']) optimizer = dict( type='AdamW', lr=0.0001, betas=(0.9, 0.999), weight_decay=0.05, constructor='LayerDecayOptimizerConstructor', paramwise_cfg=dict(num_layers=24, layer_decay_rate=0.9)) optimizer_config = dict(grad_clip=None) lr_config = dict( policy='step', warmup='linear', warmup_iters=500, warmup_ratio=0.001, step=[27, 33]) runner = dict(type='EpochBasedRunner', max_epochs=36) checkpoint_config = dict(interval=1, max_keep_ckpts=2, save_last=True) log_config = dict(interval=50, hooks=[dict(type='TextLoggerHook')]) custom_hooks = [dict(type='NumClassCheckHook')] dist_params = dict(backend='nccl') log_level = 'INFO' load_from = None resume_from = None workflow = [('train', 1)] pretrained = 'pretrained/beit_large_patch16_224_pt22k_ft22k.pth' model = dict( type='HybridTaskCascade', backbone=dict( type='BEiTAdapterV2', img_size=224, patch_size=16, embed_dim=1024, depth=24, num_heads=16, mlp_ratio=4, qkv_bias=True, use_abs_pos_emb=False, use_rel_pos_bias=True, init_values=1e-06, drop_path_rate=0.4, conv_inplane=64, n_points=4, deform_num_heads=16, cffn_ratio=0.25, deform_ratio=0.5, window_attn=[ True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True ], window_size=[ 14, 14, 14, 14, 14, 56, 14, 14, 14, 14, 14, 56, 14, 14, 14, 14, 14, 56, 14, 14, 14, 14, 14, 56 ], interaction_indexes=[[0, 5], [6, 11], [12, 17], [18, 23]], pretrained='pretrained/beit_large_patch16_224_pt22k_ft22k.pth'), neck=[ dict( type='ExtraAttention', in_channels=[1024, 1024, 1024, 1024], num_head=32, with_ffn=True, ffn_ratio=4.0, drop_path=0.3), dict( type='FPN', in_channels=[1024, 1024, 1024, 1024], out_channels=256, num_outs=5) ], rpn_head=dict( type='RPNHead', in_channels=256, feat_channels=256, anchor_generator=dict( type='AnchorGenerator', scales=[8], ratios=[0.5, 1.0, 2.0], strides=[4, 8, 16, 32, 64]), bbox_coder=dict( type='DeltaXYWHBBoxCoder', target_means=[0.0, 0.0, 0.0, 0.0], target_stds=[1.0, 1.0, 1.0, 1.0]), loss_cls=dict( type='CrossEntropyLoss', use_sigmoid=True, loss_weight=1.0), loss_bbox=dict( type='SmoothL1Loss', beta=0.1111111111111111, loss_weight=1.0)), roi_head=dict( type='HybridTaskCascadeRoIHead', interleaved=True, mask_info_flow=True, 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='Shared4Conv1FCBBoxHead', in_channels=256, fc_out_channels=1024, roi_feat_size=7, num_classes=80, bbox_coder=dict( type='DeltaXYWHBBoxCoder', target_means=[0.0, 0.0, 0.0, 0.0], target_stds=[0.1, 0.1, 0.2, 0.2]), reg_class_agnostic=True, loss_cls=dict( type='CrossEntropyLoss', use_sigmoid=False, loss_weight=1.0), loss_bbox=dict(type='SmoothL1Loss', beta=1.0, loss_weight=1.0)), dict( type='Shared4Conv1FCBBoxHead', in_channels=256, fc_out_channels=1024, roi_feat_size=7, num_classes=80, bbox_coder=dict( type='DeltaXYWHBBoxCoder', target_means=[0.0, 0.0, 0.0, 0.0], target_stds=[0.05, 0.05, 0.1, 0.1]), reg_class_agnostic=True, loss_cls=dict( type='CrossEntropyLoss', use_sigmoid=False, loss_weight=1.0), loss_bbox=dict(type='SmoothL1Loss', beta=1.0, loss_weight=1.0)), dict( type='Shared4Conv1FCBBoxHead', in_channels=256, fc_out_channels=1024, roi_feat_size=7, num_classes=80, bbox_coder=dict( type='DeltaXYWHBBoxCoder', target_means=[0.0, 0.0, 0.0, 0.0], target_stds=[0.033, 0.033, 0.067, 0.067]), reg_class_agnostic=True, loss_cls=dict( type='CrossEntropyLoss', use_sigmoid=False, loss_weight=1.0), loss_bbox=dict(type='SmoothL1Loss', beta=1.0, loss_weight=1.0)) ], mask_roi_extractor=dict( type='SingleRoIExtractor', roi_layer=dict(type='RoIAlign', output_size=14, sampling_ratio=0), out_channels=256, featmap_strides=[4, 8, 16, 32]), mask_head=[ dict( type='HTCMaskHead', with_conv_res=False, 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)), dict( type='HTCMaskHead', 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)), dict( type='HTCMaskHead', 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)) ], semantic_roi_extractor=dict( type='SingleRoIExtractor', roi_layer=dict(type='RoIAlign', output_size=14, sampling_ratio=0), out_channels=256, featmap_strides=[8]), semantic_head=dict( type='FusedSemanticHead', num_ins=5, fusion_level=1, num_convs=4, in_channels=256, conv_out_channels=256, num_classes=183, loss_seg=dict( type='CrossEntropyLoss', ignore_index=255, loss_weight=0.2))), train_cfg=dict( rpn=dict( assigner=dict( type='MaxIoUAssigner', pos_iou_thr=0.7, neg_iou_thr=0.3, min_pos_iou=0.3, 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='soft_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, 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, 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, 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='soft_nms', iou_threshold=0.7), min_bbox_size=0), rcnn=dict( score_thr=0.001, nms=dict(type='soft_nms', iou_threshold=0.5), max_per_img=100, mask_thr_binary=0.5))) file_client_args = dict(backend='disk') work_dir = 'work_dirs/htc++_beit_adapter_v2_large_fpn_3x_coco.py' auto_resume = False gpu_ids = range(0, 16) 2022-06-04 21:02:23,720 - mmdet - INFO - Set random seed to 2082741705, deterministic: False 2022-06-04 21:02:56,759 - mmdet - WARNING - The model and loaded state dict do not match exactly unexpected key in source state_dict: cls_token, fc_norm.weight, fc_norm.bias, head.weight, head.bias missing keys in source state_dict: blocks.0.attn.relative_position_index, blocks.1.attn.relative_position_index, blocks.2.attn.relative_position_index, blocks.3.attn.relative_position_index, blocks.4.attn.relative_position_index, blocks.5.attn.relative_position_index, blocks.6.attn.relative_position_index, blocks.7.attn.relative_position_index, blocks.8.attn.relative_position_index, blocks.9.attn.relative_position_index, blocks.10.attn.relative_position_index, blocks.11.attn.relative_position_index, blocks.12.attn.relative_position_index, blocks.13.attn.relative_position_index, blocks.14.attn.relative_position_index, blocks.15.attn.relative_position_index, blocks.16.attn.relative_position_index, blocks.17.attn.relative_position_index, blocks.18.attn.relative_position_index, blocks.19.attn.relative_position_index, blocks.20.attn.relative_position_index, blocks.21.attn.relative_position_index, blocks.22.attn.relative_position_index, blocks.23.attn.relative_position_index 2022-06-04 21:03:20,535 - mmdet - INFO - initialize FPN with init_cfg {'type': 'Xavier', 'layer': 'Conv2d', 'distribution': 'uniform'} 2022-06-04 21:03:21,551 - mmdet - INFO - initialize RPNHead with init_cfg {'type': 'Normal', 'layer': 'Conv2d', 'std': 0.01} 2022-06-04 21:03:21,609 - mmdet - INFO - initialize Shared4Conv1FCBBoxHead with init_cfg [{'type': 'Normal', 'std': 0.01, 'override': {'name': 'fc_cls'}}, {'type': 'Normal', 'std': 0.001, 'override': {'name': 'fc_reg'}}, {'type': 'Xavier', 'distribution': 'uniform', 'override': [{'name': 'shared_fcs'}, {'name': 'cls_fcs'}, {'name': 'reg_fcs'}]}] 2022-06-04 21:03:22,549 - mmdet - INFO - initialize Shared4Conv1FCBBoxHead with init_cfg [{'type': 'Normal', 'std': 0.01, 'override': {'name': 'fc_cls'}}, {'type': 'Normal', 'std': 0.001, 'override': {'name': 'fc_reg'}}, {'type': 'Xavier', 'distribution': 'uniform', 'override': [{'name': 'shared_fcs'}, {'name': 'cls_fcs'}, {'name': 'reg_fcs'}]}] 2022-06-04 21:03:23,426 - mmdet - INFO - initialize Shared4Conv1FCBBoxHead with init_cfg [{'type': 'Normal', 'std': 0.01, 'override': {'name': 'fc_cls'}}, {'type': 'Normal', 'std': 0.001, 'override': {'name': 'fc_reg'}}, {'type': 'Xavier', 'distribution': 'uniform', 'override': [{'name': 'shared_fcs'}, {'name': 'cls_fcs'}, {'name': 'reg_fcs'}]}] 2022-06-04 21:03:24,719 - mmdet - INFO - initialize FusedSemanticHead with init_cfg {'type': 'Kaiming', 'override': {'name': 'conv_logits'}} Name of parameter - Initialization information backbone.level_embed - torch.Size([3, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.patch_embed.proj.weight - torch.Size([1024, 3, 16, 16]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.patch_embed.proj.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.0.gamma_1 - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.0.gamma_2 - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.0.norm1.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.0.norm1.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.0.attn.q_bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.0.attn.v_bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.0.attn.relative_position_bias_table - torch.Size([729, 16]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.0.attn.qkv.weight - torch.Size([3072, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.0.attn.proj.weight - torch.Size([1024, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.0.attn.proj.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.0.norm2.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.0.norm2.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.0.mlp.fc1.weight - torch.Size([4096, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.0.mlp.fc1.bias - torch.Size([4096]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.0.mlp.fc2.weight - torch.Size([1024, 4096]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.0.mlp.fc2.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.1.gamma_1 - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.1.gamma_2 - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.1.norm1.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.1.norm1.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.1.attn.q_bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.1.attn.v_bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.1.attn.relative_position_bias_table - torch.Size([729, 16]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.1.attn.qkv.weight - torch.Size([3072, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.1.attn.proj.weight - torch.Size([1024, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.1.attn.proj.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.1.norm2.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.1.norm2.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.1.mlp.fc1.weight - torch.Size([4096, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.1.mlp.fc1.bias - torch.Size([4096]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.1.mlp.fc2.weight - torch.Size([1024, 4096]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.1.mlp.fc2.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.2.gamma_1 - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.2.gamma_2 - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.2.norm1.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.2.norm1.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.2.attn.q_bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.2.attn.v_bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.2.attn.relative_position_bias_table - torch.Size([729, 16]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.2.attn.qkv.weight - torch.Size([3072, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.2.attn.proj.weight - torch.Size([1024, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.2.attn.proj.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.2.norm2.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.2.norm2.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.2.mlp.fc1.weight - torch.Size([4096, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.2.mlp.fc1.bias - torch.Size([4096]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.2.mlp.fc2.weight - torch.Size([1024, 4096]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.2.mlp.fc2.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.3.gamma_1 - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.3.gamma_2 - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.3.norm1.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.3.norm1.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.3.attn.q_bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.3.attn.v_bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.3.attn.relative_position_bias_table - torch.Size([729, 16]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.3.attn.qkv.weight - torch.Size([3072, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.3.attn.proj.weight - torch.Size([1024, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.3.attn.proj.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.3.norm2.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.3.norm2.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.3.mlp.fc1.weight - torch.Size([4096, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.3.mlp.fc1.bias - torch.Size([4096]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.3.mlp.fc2.weight - torch.Size([1024, 4096]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.3.mlp.fc2.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.4.gamma_1 - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.4.gamma_2 - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.4.norm1.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.4.norm1.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.4.attn.q_bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.4.attn.v_bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.4.attn.relative_position_bias_table - torch.Size([729, 16]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.4.attn.qkv.weight - torch.Size([3072, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.4.attn.proj.weight - torch.Size([1024, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.4.attn.proj.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.4.norm2.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.4.norm2.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.4.mlp.fc1.weight - torch.Size([4096, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.4.mlp.fc1.bias - torch.Size([4096]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.4.mlp.fc2.weight - torch.Size([1024, 4096]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.4.mlp.fc2.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.5.gamma_1 - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.5.gamma_2 - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.5.norm1.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.5.norm1.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.5.attn.q_bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.5.attn.v_bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.5.attn.relative_position_bias_table - torch.Size([12321, 16]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.5.attn.qkv.weight - torch.Size([3072, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.5.attn.proj.weight - torch.Size([1024, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.5.attn.proj.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.5.norm2.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.5.norm2.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.5.mlp.fc1.weight - torch.Size([4096, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.5.mlp.fc1.bias - torch.Size([4096]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.5.mlp.fc2.weight - torch.Size([1024, 4096]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.5.mlp.fc2.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.6.gamma_1 - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.6.gamma_2 - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.6.norm1.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.6.norm1.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.6.attn.q_bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.6.attn.v_bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.6.attn.relative_position_bias_table - torch.Size([729, 16]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.6.attn.qkv.weight - torch.Size([3072, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.6.attn.proj.weight - torch.Size([1024, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.6.attn.proj.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.6.norm2.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.6.norm2.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.6.mlp.fc1.weight - torch.Size([4096, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.6.mlp.fc1.bias - torch.Size([4096]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.6.mlp.fc2.weight - torch.Size([1024, 4096]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.6.mlp.fc2.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.7.gamma_1 - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.7.gamma_2 - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.7.norm1.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.7.norm1.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.7.attn.q_bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.7.attn.v_bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.7.attn.relative_position_bias_table - torch.Size([729, 16]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.7.attn.qkv.weight - torch.Size([3072, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.7.attn.proj.weight - torch.Size([1024, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.7.attn.proj.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.7.norm2.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.7.norm2.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.7.mlp.fc1.weight - torch.Size([4096, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.7.mlp.fc1.bias - torch.Size([4096]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.7.mlp.fc2.weight - torch.Size([1024, 4096]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.7.mlp.fc2.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.8.gamma_1 - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.8.gamma_2 - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.8.norm1.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.8.norm1.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.8.attn.q_bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.8.attn.v_bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.8.attn.relative_position_bias_table - torch.Size([729, 16]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.8.attn.qkv.weight - torch.Size([3072, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.8.attn.proj.weight - torch.Size([1024, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.8.attn.proj.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.8.norm2.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.8.norm2.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.8.mlp.fc1.weight - torch.Size([4096, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.8.mlp.fc1.bias - torch.Size([4096]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.8.mlp.fc2.weight - torch.Size([1024, 4096]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.8.mlp.fc2.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.9.gamma_1 - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.9.gamma_2 - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.9.norm1.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.9.norm1.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.9.attn.q_bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.9.attn.v_bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.9.attn.relative_position_bias_table - torch.Size([729, 16]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.9.attn.qkv.weight - torch.Size([3072, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.9.attn.proj.weight - torch.Size([1024, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.9.attn.proj.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.9.norm2.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.9.norm2.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.9.mlp.fc1.weight - torch.Size([4096, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.9.mlp.fc1.bias - torch.Size([4096]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.9.mlp.fc2.weight - torch.Size([1024, 4096]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.9.mlp.fc2.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.10.gamma_1 - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.10.gamma_2 - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.10.norm1.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.10.norm1.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.10.attn.q_bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.10.attn.v_bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.10.attn.relative_position_bias_table - torch.Size([729, 16]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.10.attn.qkv.weight - torch.Size([3072, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.10.attn.proj.weight - torch.Size([1024, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.10.attn.proj.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.10.norm2.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.10.norm2.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.10.mlp.fc1.weight - torch.Size([4096, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.10.mlp.fc1.bias - torch.Size([4096]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.10.mlp.fc2.weight - torch.Size([1024, 4096]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.10.mlp.fc2.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.11.gamma_1 - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.11.gamma_2 - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.11.norm1.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.11.norm1.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.11.attn.q_bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.11.attn.v_bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.11.attn.relative_position_bias_table - torch.Size([12321, 16]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.11.attn.qkv.weight - torch.Size([3072, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.11.attn.proj.weight - torch.Size([1024, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.11.attn.proj.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.11.norm2.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.11.norm2.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.11.mlp.fc1.weight - torch.Size([4096, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.11.mlp.fc1.bias - torch.Size([4096]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.11.mlp.fc2.weight - torch.Size([1024, 4096]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.11.mlp.fc2.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.12.gamma_1 - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.12.gamma_2 - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.12.norm1.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.12.norm1.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.12.attn.q_bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.12.attn.v_bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.12.attn.relative_position_bias_table - torch.Size([729, 16]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.12.attn.qkv.weight - torch.Size([3072, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.12.attn.proj.weight - torch.Size([1024, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.12.attn.proj.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.12.norm2.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.12.norm2.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.12.mlp.fc1.weight - torch.Size([4096, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.12.mlp.fc1.bias - torch.Size([4096]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.12.mlp.fc2.weight - torch.Size([1024, 4096]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.12.mlp.fc2.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.13.gamma_1 - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.13.gamma_2 - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.13.norm1.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.13.norm1.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.13.attn.q_bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.13.attn.v_bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.13.attn.relative_position_bias_table - torch.Size([729, 16]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.13.attn.qkv.weight - torch.Size([3072, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.13.attn.proj.weight - torch.Size([1024, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.13.attn.proj.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.13.norm2.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.13.norm2.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.13.mlp.fc1.weight - torch.Size([4096, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.13.mlp.fc1.bias - torch.Size([4096]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.13.mlp.fc2.weight - torch.Size([1024, 4096]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.13.mlp.fc2.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.14.gamma_1 - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.14.gamma_2 - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.14.norm1.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.14.norm1.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.14.attn.q_bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.14.attn.v_bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.14.attn.relative_position_bias_table - torch.Size([729, 16]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.14.attn.qkv.weight - torch.Size([3072, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.14.attn.proj.weight - torch.Size([1024, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.14.attn.proj.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.14.norm2.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.14.norm2.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.14.mlp.fc1.weight - torch.Size([4096, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.14.mlp.fc1.bias - torch.Size([4096]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.14.mlp.fc2.weight - torch.Size([1024, 4096]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.14.mlp.fc2.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.15.gamma_1 - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.15.gamma_2 - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.15.norm1.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.15.norm1.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.15.attn.q_bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.15.attn.v_bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.15.attn.relative_position_bias_table - torch.Size([729, 16]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.15.attn.qkv.weight - torch.Size([3072, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.15.attn.proj.weight - torch.Size([1024, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.15.attn.proj.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.15.norm2.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.15.norm2.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.15.mlp.fc1.weight - torch.Size([4096, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.15.mlp.fc1.bias - torch.Size([4096]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.15.mlp.fc2.weight - torch.Size([1024, 4096]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.15.mlp.fc2.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.16.gamma_1 - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.16.gamma_2 - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.16.norm1.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.16.norm1.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.16.attn.q_bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.16.attn.v_bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.16.attn.relative_position_bias_table - torch.Size([729, 16]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.16.attn.qkv.weight - torch.Size([3072, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.16.attn.proj.weight - torch.Size([1024, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.16.attn.proj.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.16.norm2.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.16.norm2.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.16.mlp.fc1.weight - torch.Size([4096, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.16.mlp.fc1.bias - torch.Size([4096]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.16.mlp.fc2.weight - torch.Size([1024, 4096]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.16.mlp.fc2.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.17.gamma_1 - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.17.gamma_2 - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.17.norm1.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.17.norm1.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.17.attn.q_bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.17.attn.v_bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.17.attn.relative_position_bias_table - torch.Size([12321, 16]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.17.attn.qkv.weight - torch.Size([3072, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.17.attn.proj.weight - torch.Size([1024, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.17.attn.proj.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.17.norm2.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.17.norm2.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.17.mlp.fc1.weight - torch.Size([4096, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.17.mlp.fc1.bias - torch.Size([4096]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.17.mlp.fc2.weight - torch.Size([1024, 4096]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.17.mlp.fc2.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.18.gamma_1 - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.18.gamma_2 - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.18.norm1.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.18.norm1.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.18.attn.q_bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.18.attn.v_bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.18.attn.relative_position_bias_table - torch.Size([729, 16]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.18.attn.qkv.weight - torch.Size([3072, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.18.attn.proj.weight - torch.Size([1024, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.18.attn.proj.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.18.norm2.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.18.norm2.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.18.mlp.fc1.weight - torch.Size([4096, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.18.mlp.fc1.bias - torch.Size([4096]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.18.mlp.fc2.weight - torch.Size([1024, 4096]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.18.mlp.fc2.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.19.gamma_1 - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.19.gamma_2 - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.19.norm1.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.19.norm1.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.19.attn.q_bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.19.attn.v_bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.19.attn.relative_position_bias_table - torch.Size([729, 16]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.19.attn.qkv.weight - torch.Size([3072, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.19.attn.proj.weight - torch.Size([1024, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.19.attn.proj.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.19.norm2.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.19.norm2.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.19.mlp.fc1.weight - torch.Size([4096, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.19.mlp.fc1.bias - torch.Size([4096]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.19.mlp.fc2.weight - torch.Size([1024, 4096]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.19.mlp.fc2.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.20.gamma_1 - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.20.gamma_2 - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.20.norm1.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.20.norm1.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.20.attn.q_bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.20.attn.v_bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.20.attn.relative_position_bias_table - torch.Size([729, 16]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.20.attn.qkv.weight - torch.Size([3072, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.20.attn.proj.weight - torch.Size([1024, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.20.attn.proj.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.20.norm2.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.20.norm2.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.20.mlp.fc1.weight - torch.Size([4096, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.20.mlp.fc1.bias - torch.Size([4096]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.20.mlp.fc2.weight - torch.Size([1024, 4096]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.20.mlp.fc2.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.21.gamma_1 - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.21.gamma_2 - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.21.norm1.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.21.norm1.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.21.attn.q_bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.21.attn.v_bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.21.attn.relative_position_bias_table - torch.Size([729, 16]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.21.attn.qkv.weight - torch.Size([3072, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.21.attn.proj.weight - torch.Size([1024, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.21.attn.proj.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.21.norm2.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.21.norm2.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.21.mlp.fc1.weight - torch.Size([4096, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.21.mlp.fc1.bias - torch.Size([4096]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.21.mlp.fc2.weight - torch.Size([1024, 4096]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.21.mlp.fc2.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.22.gamma_1 - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.22.gamma_2 - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.22.norm1.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.22.norm1.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.22.attn.q_bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.22.attn.v_bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.22.attn.relative_position_bias_table - torch.Size([729, 16]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.22.attn.qkv.weight - torch.Size([3072, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.22.attn.proj.weight - torch.Size([1024, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.22.attn.proj.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.22.norm2.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.22.norm2.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.22.mlp.fc1.weight - torch.Size([4096, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.22.mlp.fc1.bias - torch.Size([4096]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.22.mlp.fc2.weight - torch.Size([1024, 4096]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.22.mlp.fc2.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.23.gamma_1 - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.23.gamma_2 - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.23.norm1.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.23.norm1.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.23.attn.q_bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.23.attn.v_bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.23.attn.relative_position_bias_table - torch.Size([12321, 16]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.23.attn.qkv.weight - torch.Size([3072, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.23.attn.proj.weight - torch.Size([1024, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.23.attn.proj.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.23.norm2.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.23.norm2.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.23.mlp.fc1.weight - torch.Size([4096, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.23.mlp.fc1.bias - torch.Size([4096]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.23.mlp.fc2.weight - torch.Size([1024, 4096]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.23.mlp.fc2.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.spm.stem.0.weight - torch.Size([64, 3, 3, 3]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.spm.stem.1.weight - torch.Size([64]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.spm.stem.1.bias - torch.Size([64]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.spm.stem.3.weight - torch.Size([64, 64, 3, 3]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.spm.stem.4.weight - torch.Size([64]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.spm.stem.4.bias - torch.Size([64]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.spm.stem.6.weight - torch.Size([64, 64, 3, 3]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.spm.stem.7.weight - torch.Size([64]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.spm.stem.7.bias - torch.Size([64]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.spm.conv2.0.weight - torch.Size([128, 64, 3, 3]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.spm.conv2.1.weight - torch.Size([128]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.spm.conv2.1.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.spm.conv3.0.weight - torch.Size([256, 128, 3, 3]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.spm.conv3.1.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.spm.conv3.1.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.spm.conv4.0.weight - torch.Size([256, 256, 3, 3]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.spm.conv4.1.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.spm.conv4.1.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.spm.fc1.weight - torch.Size([1024, 64, 1, 1]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.spm.fc1.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.spm.fc2.weight - torch.Size([1024, 128, 1, 1]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.spm.fc2.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.spm.fc3.weight - torch.Size([1024, 256, 1, 1]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.spm.fc3.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.spm.fc4.weight - torch.Size([1024, 256, 1, 1]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.spm.fc4.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interactions.0.injector.gamma - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interactions.0.injector.query_norm.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interactions.0.injector.query_norm.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interactions.0.injector.feat_norm.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interactions.0.injector.feat_norm.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interactions.0.injector.attn.sampling_offsets.weight - torch.Size([384, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interactions.0.injector.attn.sampling_offsets.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interactions.0.injector.attn.attention_weights.weight - torch.Size([192, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interactions.0.injector.attn.attention_weights.bias - torch.Size([192]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interactions.0.injector.attn.value_proj.weight - torch.Size([512, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interactions.0.injector.attn.value_proj.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interactions.0.injector.attn.output_proj.weight - torch.Size([1024, 512]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interactions.0.injector.attn.output_proj.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interactions.0.extractor.query_norm.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interactions.0.extractor.query_norm.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interactions.0.extractor.feat_norm.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interactions.0.extractor.feat_norm.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interactions.0.extractor.attn.sampling_offsets.weight - torch.Size([128, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interactions.0.extractor.attn.sampling_offsets.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interactions.0.extractor.attn.attention_weights.weight - torch.Size([64, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interactions.0.extractor.attn.attention_weights.bias - torch.Size([64]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interactions.0.extractor.attn.value_proj.weight - torch.Size([512, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interactions.0.extractor.attn.value_proj.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interactions.0.extractor.attn.output_proj.weight - torch.Size([1024, 512]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interactions.0.extractor.attn.output_proj.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interactions.0.extractor.ffn.fc1.weight - torch.Size([256, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interactions.0.extractor.ffn.fc1.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interactions.0.extractor.ffn.dwconv.dwconv.weight - torch.Size([256, 1, 3, 3]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interactions.0.extractor.ffn.dwconv.dwconv.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interactions.0.extractor.ffn.fc2.weight - torch.Size([1024, 256]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interactions.0.extractor.ffn.fc2.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interactions.0.extractor.ffn_norm.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interactions.0.extractor.ffn_norm.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interactions.1.injector.gamma - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interactions.1.injector.query_norm.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interactions.1.injector.query_norm.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interactions.1.injector.feat_norm.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interactions.1.injector.feat_norm.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interactions.1.injector.attn.sampling_offsets.weight - torch.Size([384, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interactions.1.injector.attn.sampling_offsets.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interactions.1.injector.attn.attention_weights.weight - torch.Size([192, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interactions.1.injector.attn.attention_weights.bias - torch.Size([192]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interactions.1.injector.attn.value_proj.weight - torch.Size([512, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interactions.1.injector.attn.value_proj.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interactions.1.injector.attn.output_proj.weight - torch.Size([1024, 512]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interactions.1.injector.attn.output_proj.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interactions.1.extractor.query_norm.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interactions.1.extractor.query_norm.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interactions.1.extractor.feat_norm.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interactions.1.extractor.feat_norm.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interactions.1.extractor.attn.sampling_offsets.weight - torch.Size([128, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interactions.1.extractor.attn.sampling_offsets.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interactions.1.extractor.attn.attention_weights.weight - torch.Size([64, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interactions.1.extractor.attn.attention_weights.bias - torch.Size([64]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interactions.1.extractor.attn.value_proj.weight - torch.Size([512, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interactions.1.extractor.attn.value_proj.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interactions.1.extractor.attn.output_proj.weight - torch.Size([1024, 512]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interactions.1.extractor.attn.output_proj.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interactions.1.extractor.ffn.fc1.weight - torch.Size([256, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interactions.1.extractor.ffn.fc1.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interactions.1.extractor.ffn.dwconv.dwconv.weight - torch.Size([256, 1, 3, 3]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interactions.1.extractor.ffn.dwconv.dwconv.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interactions.1.extractor.ffn.fc2.weight - torch.Size([1024, 256]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interactions.1.extractor.ffn.fc2.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interactions.1.extractor.ffn_norm.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interactions.1.extractor.ffn_norm.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interactions.2.injector.gamma - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interactions.2.injector.query_norm.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interactions.2.injector.query_norm.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interactions.2.injector.feat_norm.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interactions.2.injector.feat_norm.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interactions.2.injector.attn.sampling_offsets.weight - torch.Size([384, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interactions.2.injector.attn.sampling_offsets.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interactions.2.injector.attn.attention_weights.weight - torch.Size([192, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interactions.2.injector.attn.attention_weights.bias - torch.Size([192]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interactions.2.injector.attn.value_proj.weight - torch.Size([512, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interactions.2.injector.attn.value_proj.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interactions.2.injector.attn.output_proj.weight - torch.Size([1024, 512]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interactions.2.injector.attn.output_proj.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interactions.2.extractor.query_norm.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interactions.2.extractor.query_norm.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interactions.2.extractor.feat_norm.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interactions.2.extractor.feat_norm.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interactions.2.extractor.attn.sampling_offsets.weight - torch.Size([128, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interactions.2.extractor.attn.sampling_offsets.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interactions.2.extractor.attn.attention_weights.weight - torch.Size([64, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interactions.2.extractor.attn.attention_weights.bias - torch.Size([64]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interactions.2.extractor.attn.value_proj.weight - torch.Size([512, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interactions.2.extractor.attn.value_proj.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interactions.2.extractor.attn.output_proj.weight - torch.Size([1024, 512]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interactions.2.extractor.attn.output_proj.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interactions.2.extractor.ffn.fc1.weight - torch.Size([256, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interactions.2.extractor.ffn.fc1.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interactions.2.extractor.ffn.dwconv.dwconv.weight - torch.Size([256, 1, 3, 3]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interactions.2.extractor.ffn.dwconv.dwconv.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interactions.2.extractor.ffn.fc2.weight - torch.Size([1024, 256]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interactions.2.extractor.ffn.fc2.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interactions.2.extractor.ffn_norm.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interactions.2.extractor.ffn_norm.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interactions.3.injector.gamma - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interactions.3.injector.query_norm.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interactions.3.injector.query_norm.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interactions.3.injector.feat_norm.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interactions.3.injector.feat_norm.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interactions.3.injector.attn.sampling_offsets.weight - torch.Size([384, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interactions.3.injector.attn.sampling_offsets.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interactions.3.injector.attn.attention_weights.weight - torch.Size([192, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interactions.3.injector.attn.attention_weights.bias - torch.Size([192]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interactions.3.injector.attn.value_proj.weight - torch.Size([512, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interactions.3.injector.attn.value_proj.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interactions.3.injector.attn.output_proj.weight - torch.Size([1024, 512]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interactions.3.injector.attn.output_proj.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interactions.3.extractor.query_norm.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interactions.3.extractor.query_norm.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interactions.3.extractor.feat_norm.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interactions.3.extractor.feat_norm.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interactions.3.extractor.attn.sampling_offsets.weight - torch.Size([128, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interactions.3.extractor.attn.sampling_offsets.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interactions.3.extractor.attn.attention_weights.weight - torch.Size([64, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interactions.3.extractor.attn.attention_weights.bias - torch.Size([64]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interactions.3.extractor.attn.value_proj.weight - torch.Size([512, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interactions.3.extractor.attn.value_proj.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interactions.3.extractor.attn.output_proj.weight - torch.Size([1024, 512]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interactions.3.extractor.attn.output_proj.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interactions.3.extractor.ffn.fc1.weight - torch.Size([256, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interactions.3.extractor.ffn.fc1.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interactions.3.extractor.ffn.dwconv.dwconv.weight - torch.Size([256, 1, 3, 3]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interactions.3.extractor.ffn.dwconv.dwconv.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interactions.3.extractor.ffn.fc2.weight - torch.Size([1024, 256]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interactions.3.extractor.ffn.fc2.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interactions.3.extractor.ffn_norm.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interactions.3.extractor.ffn_norm.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interactions.3.extra_extractors.0.query_norm.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interactions.3.extra_extractors.0.query_norm.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interactions.3.extra_extractors.0.feat_norm.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interactions.3.extra_extractors.0.feat_norm.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interactions.3.extra_extractors.0.attn.sampling_offsets.weight - torch.Size([128, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interactions.3.extra_extractors.0.attn.sampling_offsets.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interactions.3.extra_extractors.0.attn.attention_weights.weight - torch.Size([64, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interactions.3.extra_extractors.0.attn.attention_weights.bias - torch.Size([64]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interactions.3.extra_extractors.0.attn.value_proj.weight - torch.Size([512, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interactions.3.extra_extractors.0.attn.value_proj.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interactions.3.extra_extractors.0.attn.output_proj.weight - torch.Size([1024, 512]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interactions.3.extra_extractors.0.attn.output_proj.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interactions.3.extra_extractors.0.ffn.fc1.weight - torch.Size([256, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interactions.3.extra_extractors.0.ffn.fc1.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interactions.3.extra_extractors.0.ffn.dwconv.dwconv.weight - torch.Size([256, 1, 3, 3]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interactions.3.extra_extractors.0.ffn.dwconv.dwconv.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interactions.3.extra_extractors.0.ffn.fc2.weight - torch.Size([1024, 256]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interactions.3.extra_extractors.0.ffn.fc2.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interactions.3.extra_extractors.0.ffn_norm.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interactions.3.extra_extractors.0.ffn_norm.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interactions.3.extra_extractors.1.query_norm.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interactions.3.extra_extractors.1.query_norm.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interactions.3.extra_extractors.1.feat_norm.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interactions.3.extra_extractors.1.feat_norm.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interactions.3.extra_extractors.1.attn.sampling_offsets.weight - torch.Size([128, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interactions.3.extra_extractors.1.attn.sampling_offsets.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interactions.3.extra_extractors.1.attn.attention_weights.weight - torch.Size([64, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interactions.3.extra_extractors.1.attn.attention_weights.bias - torch.Size([64]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interactions.3.extra_extractors.1.attn.value_proj.weight - torch.Size([512, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interactions.3.extra_extractors.1.attn.value_proj.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interactions.3.extra_extractors.1.attn.output_proj.weight - torch.Size([1024, 512]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interactions.3.extra_extractors.1.attn.output_proj.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interactions.3.extra_extractors.1.ffn.fc1.weight - torch.Size([256, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interactions.3.extra_extractors.1.ffn.fc1.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interactions.3.extra_extractors.1.ffn.dwconv.dwconv.weight - torch.Size([256, 1, 3, 3]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interactions.3.extra_extractors.1.ffn.dwconv.dwconv.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interactions.3.extra_extractors.1.ffn.fc2.weight - torch.Size([1024, 256]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interactions.3.extra_extractors.1.ffn.fc2.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interactions.3.extra_extractors.1.ffn_norm.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interactions.3.extra_extractors.1.ffn_norm.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.up.weight - torch.Size([1024, 1024, 2, 2]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.up.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.norm1.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.norm1.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.norm2.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.norm2.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.norm3.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.norm3.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.norm4.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.norm4.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade neck.0.norm1.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade neck.0.norm1.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade neck.0.attn.qkv.weight - torch.Size([3072, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade neck.0.attn.qkv.bias - torch.Size([3072]): The value is the same before and after calling `init_weights` of HybridTaskCascade neck.0.attn.proj.weight - torch.Size([1024, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade neck.0.attn.proj.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade neck.0.norm2.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade neck.0.norm2.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade neck.0.ffn.fc1.weight - torch.Size([4096, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade neck.0.ffn.fc1.bias - torch.Size([4096]): The value is the same before and after calling `init_weights` of HybridTaskCascade neck.0.ffn.fc2.weight - torch.Size([1024, 4096]): The value is the same before and after calling `init_weights` of HybridTaskCascade neck.0.ffn.fc2.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade neck.0.final_norm.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade neck.0.final_norm.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade neck.1.lateral_convs.0.conv.weight - torch.Size([256, 1024, 1, 1]): XavierInit: gain=1, distribution=uniform, bias=0 neck.1.lateral_convs.0.conv.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of HybridTaskCascade neck.1.lateral_convs.1.conv.weight - torch.Size([256, 1024, 1, 1]): XavierInit: gain=1, distribution=uniform, bias=0 neck.1.lateral_convs.1.conv.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of HybridTaskCascade neck.1.lateral_convs.2.conv.weight - torch.Size([256, 1024, 1, 1]): XavierInit: gain=1, distribution=uniform, bias=0 neck.1.lateral_convs.2.conv.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of HybridTaskCascade neck.1.lateral_convs.3.conv.weight - torch.Size([256, 1024, 1, 1]): XavierInit: gain=1, distribution=uniform, bias=0 neck.1.lateral_convs.3.conv.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of HybridTaskCascade neck.1.fpn_convs.0.conv.weight - torch.Size([256, 256, 3, 3]): XavierInit: gain=1, distribution=uniform, bias=0 neck.1.fpn_convs.0.conv.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of HybridTaskCascade neck.1.fpn_convs.1.conv.weight - torch.Size([256, 256, 3, 3]): XavierInit: gain=1, distribution=uniform, bias=0 neck.1.fpn_convs.1.conv.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of HybridTaskCascade neck.1.fpn_convs.2.conv.weight - torch.Size([256, 256, 3, 3]): XavierInit: gain=1, distribution=uniform, bias=0 neck.1.fpn_convs.2.conv.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of HybridTaskCascade neck.1.fpn_convs.3.conv.weight - torch.Size([256, 256, 3, 3]): XavierInit: gain=1, distribution=uniform, bias=0 neck.1.fpn_convs.3.conv.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of HybridTaskCascade 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([4, 1024]): NormalInit: mean=0, std=0.001, bias=0 roi_head.bbox_head.0.fc_reg.bias - torch.Size([4]): 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 HybridTaskCascade roi_head.bbox_head.0.shared_convs.0.conv.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of HybridTaskCascade 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 HybridTaskCascade roi_head.bbox_head.0.shared_convs.1.conv.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of HybridTaskCascade 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 HybridTaskCascade roi_head.bbox_head.0.shared_convs.2.conv.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of HybridTaskCascade 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 HybridTaskCascade roi_head.bbox_head.0.shared_convs.3.conv.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of HybridTaskCascade 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([4, 1024]): NormalInit: mean=0, std=0.001, bias=0 roi_head.bbox_head.1.fc_reg.bias - torch.Size([4]): 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 HybridTaskCascade roi_head.bbox_head.1.shared_convs.0.conv.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of HybridTaskCascade 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 HybridTaskCascade roi_head.bbox_head.1.shared_convs.1.conv.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of HybridTaskCascade 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 HybridTaskCascade roi_head.bbox_head.1.shared_convs.2.conv.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of HybridTaskCascade 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 HybridTaskCascade roi_head.bbox_head.1.shared_convs.3.conv.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of HybridTaskCascade 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([4, 1024]): NormalInit: mean=0, std=0.001, bias=0 roi_head.bbox_head.2.fc_reg.bias - torch.Size([4]): 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 HybridTaskCascade roi_head.bbox_head.2.shared_convs.0.conv.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of HybridTaskCascade 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 HybridTaskCascade roi_head.bbox_head.2.shared_convs.1.conv.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of HybridTaskCascade 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 HybridTaskCascade roi_head.bbox_head.2.shared_convs.2.conv.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of HybridTaskCascade 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 HybridTaskCascade roi_head.bbox_head.2.shared_convs.3.conv.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of HybridTaskCascade 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 HybridTaskCascade roi_head.mask_head.0.convs.0.conv.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of HybridTaskCascade 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 HybridTaskCascade roi_head.mask_head.0.convs.1.conv.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of HybridTaskCascade 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 HybridTaskCascade roi_head.mask_head.0.convs.2.conv.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of HybridTaskCascade 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 HybridTaskCascade roi_head.mask_head.0.convs.3.conv.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of HybridTaskCascade 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 HybridTaskCascade roi_head.mask_head.0.upsample.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of HybridTaskCascade 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 HybridTaskCascade roi_head.mask_head.0.conv_logits.bias - torch.Size([80]): The value is the same before and after calling `init_weights` of HybridTaskCascade 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 HybridTaskCascade roi_head.mask_head.1.convs.0.conv.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of HybridTaskCascade 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 HybridTaskCascade roi_head.mask_head.1.convs.1.conv.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of HybridTaskCascade 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 HybridTaskCascade roi_head.mask_head.1.convs.2.conv.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of HybridTaskCascade 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 HybridTaskCascade roi_head.mask_head.1.convs.3.conv.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of HybridTaskCascade 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 HybridTaskCascade roi_head.mask_head.1.upsample.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of HybridTaskCascade 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 HybridTaskCascade roi_head.mask_head.1.conv_logits.bias - torch.Size([80]): The value is the same before and after calling `init_weights` of HybridTaskCascade roi_head.mask_head.1.conv_res.conv.weight - torch.Size([256, 256, 1, 1]): The value is the same before and after calling `init_weights` of HybridTaskCascade roi_head.mask_head.1.conv_res.conv.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of HybridTaskCascade 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 HybridTaskCascade roi_head.mask_head.2.convs.0.conv.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of HybridTaskCascade 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 HybridTaskCascade roi_head.mask_head.2.convs.1.conv.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of HybridTaskCascade 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 HybridTaskCascade roi_head.mask_head.2.convs.2.conv.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of HybridTaskCascade 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 HybridTaskCascade roi_head.mask_head.2.convs.3.conv.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of HybridTaskCascade 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 HybridTaskCascade roi_head.mask_head.2.upsample.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of HybridTaskCascade 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 HybridTaskCascade roi_head.mask_head.2.conv_logits.bias - torch.Size([80]): The value is the same before and after calling `init_weights` of HybridTaskCascade roi_head.mask_head.2.conv_res.conv.weight - torch.Size([256, 256, 1, 1]): The value is the same before and after calling `init_weights` of HybridTaskCascade roi_head.mask_head.2.conv_res.conv.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of HybridTaskCascade roi_head.semantic_head.lateral_convs.0.conv.weight - torch.Size([256, 256, 1, 1]): The value is the same before and after calling `init_weights` of HybridTaskCascade roi_head.semantic_head.lateral_convs.0.conv.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of HybridTaskCascade roi_head.semantic_head.lateral_convs.1.conv.weight - torch.Size([256, 256, 1, 1]): The value is the same before and after calling `init_weights` of HybridTaskCascade roi_head.semantic_head.lateral_convs.1.conv.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of HybridTaskCascade roi_head.semantic_head.lateral_convs.2.conv.weight - torch.Size([256, 256, 1, 1]): The value is the same before and after calling `init_weights` of HybridTaskCascade roi_head.semantic_head.lateral_convs.2.conv.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of HybridTaskCascade roi_head.semantic_head.lateral_convs.3.conv.weight - torch.Size([256, 256, 1, 1]): The value is the same before and after calling `init_weights` of HybridTaskCascade roi_head.semantic_head.lateral_convs.3.conv.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of HybridTaskCascade roi_head.semantic_head.lateral_convs.4.conv.weight - torch.Size([256, 256, 1, 1]): The value is the same before and after calling `init_weights` of HybridTaskCascade roi_head.semantic_head.lateral_convs.4.conv.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of HybridTaskCascade roi_head.semantic_head.convs.0.conv.weight - torch.Size([256, 256, 3, 3]): The value is the same before and after calling `init_weights` of HybridTaskCascade roi_head.semantic_head.convs.0.conv.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of HybridTaskCascade roi_head.semantic_head.convs.1.conv.weight - torch.Size([256, 256, 3, 3]): The value is the same before and after calling `init_weights` of HybridTaskCascade roi_head.semantic_head.convs.1.conv.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of HybridTaskCascade roi_head.semantic_head.convs.2.conv.weight - torch.Size([256, 256, 3, 3]): The value is the same before and after calling `init_weights` of HybridTaskCascade roi_head.semantic_head.convs.2.conv.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of HybridTaskCascade roi_head.semantic_head.convs.3.conv.weight - torch.Size([256, 256, 3, 3]): The value is the same before and after calling `init_weights` of HybridTaskCascade roi_head.semantic_head.convs.3.conv.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of HybridTaskCascade roi_head.semantic_head.conv_embedding.conv.weight - torch.Size([256, 256, 1, 1]): Initialized by user-defined `init_weights` in ConvModule roi_head.semantic_head.conv_embedding.conv.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of HybridTaskCascade roi_head.semantic_head.conv_logits.weight - torch.Size([183, 256, 1, 1]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 roi_head.semantic_head.conv_logits.bias - torch.Size([183]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 2022-06-04 21:03:41,596 - mmdet - INFO - Start running, host: chenzhe.vendor@SH-IDC1-10-140-1-143, work_dir: /mnt/lustre/chenzhe.vendor/workspace/ViT-Adapter-Release/detection/work_dirs/htc++_beit_adapter_v2_large_fpn_3x_coco.py 2022-06-04 21:03:41,596 - mmdet - INFO - Hooks will be executed in the following order: before_run: (VERY_HIGH ) StepLrUpdaterHook (NORMAL ) CheckpointHook (LOW ) DistEvalHook (VERY_LOW ) TextLoggerHook -------------------- before_train_epoch: (VERY_HIGH ) StepLrUpdaterHook (NORMAL ) NumClassCheckHook (NORMAL ) DistSamplerSeedHook (LOW ) IterTimerHook (LOW ) DistEvalHook (VERY_LOW ) TextLoggerHook -------------------- before_train_iter: (VERY_HIGH ) StepLrUpdaterHook (LOW ) IterTimerHook (LOW ) DistEvalHook -------------------- after_train_iter: (ABOVE_NORMAL) OptimizerHook (NORMAL ) CheckpointHook (LOW ) IterTimerHook (LOW ) DistEvalHook (VERY_LOW ) TextLoggerHook -------------------- after_train_epoch: (NORMAL ) CheckpointHook (LOW ) DistEvalHook (VERY_LOW ) TextLoggerHook -------------------- before_val_epoch: (NORMAL ) NumClassCheckHook (NORMAL ) DistSamplerSeedHook (LOW ) IterTimerHook (VERY_LOW ) TextLoggerHook -------------------- before_val_iter: (LOW ) IterTimerHook -------------------- after_val_iter: (LOW ) IterTimerHook -------------------- after_val_epoch: (VERY_LOW ) TextLoggerHook -------------------- after_run: (VERY_LOW ) TextLoggerHook -------------------- 2022-06-04 21:03:41,597 - mmdet - INFO - workflow: [('train', 1)], max: 36 epochs 2022-06-04 21:03:41,597 - mmdet - INFO - Checkpoints will be saved to /mnt/lustre/chenzhe.vendor/workspace/ViT-Adapter-Release/detection/work_dirs/htc++_beit_adapter_v2_large_fpn_3x_coco.py by HardDiskBackend. 2022-06-04 21:09:03,118 - mmdet - INFO - Epoch [1][50/7330] lr: 9.890e-06, eta: 19 days, 15:05:04, time: 6.428, data_time: 4.624, memory: 61787, loss_rpn_cls: 0.7211, loss_rpn_bbox: 0.0811, loss_semantic_seg: 2.9851, s0.loss_cls: 1.4850, s0.acc: 71.3606, s0.loss_bbox: 0.0085, s0.loss_mask: 0.7068, s1.loss_cls: 1.2064, s1.acc: 62.4316, s1.loss_bbox: 0.0022, s1.loss_mask: 0.3623, s2.loss_cls: 0.3704, s2.acc: 72.3884, s2.loss_bbox: 0.0003, s2.loss_mask: 0.1855, loss: 8.1148 2022-06-04 21:10:13,062 - mmdet - INFO - Epoch [1][100/7330] lr: 1.988e-05, eta: 11 days, 22:48:11, time: 1.400, data_time: 0.023, memory: 61853, loss_rpn_cls: 0.6517, loss_rpn_bbox: 0.0759, loss_semantic_seg: 1.3724, s0.loss_cls: 0.1841, s0.acc: 97.9163, s0.loss_bbox: 0.0185, s0.loss_mask: 0.6867, s1.loss_cls: 0.0733, s1.acc: 98.3481, s1.loss_bbox: 0.0055, s1.loss_mask: 0.3421, s2.loss_cls: 0.0333, s2.acc: 98.5168, s2.loss_bbox: 0.0008, s2.loss_mask: 0.1715, loss: 3.6159 2022-06-04 21:11:22,896 - mmdet - INFO - Epoch [1][150/7330] lr: 2.987e-05, eta: 9 days, 9:17:07, time: 1.397, data_time: 0.018, memory: 62362, loss_rpn_cls: 0.4815, loss_rpn_bbox: 0.0808, loss_semantic_seg: 1.0113, s0.loss_cls: 0.3099, s0.acc: 95.8157, s0.loss_bbox: 0.0774, s0.loss_mask: 0.6798, s1.loss_cls: 0.0992, s1.acc: 97.5869, s1.loss_bbox: 0.0228, s1.loss_mask: 0.3318, s2.loss_cls: 0.0384, s2.acc: 98.2585, s2.loss_bbox: 0.0035, s2.loss_mask: 0.1639, loss: 3.3003 2022-06-04 21:12:32,398 - mmdet - INFO - Epoch [1][200/7330] lr: 3.986e-05, eta: 8 days, 2:22:48, time: 1.390, data_time: 0.013, memory: 62362, loss_rpn_cls: 0.3099, loss_rpn_bbox: 0.0760, loss_semantic_seg: 0.8787, s0.loss_cls: 0.3674, s0.acc: 94.7891, s0.loss_bbox: 0.1077, s0.loss_mask: 0.6576, s1.loss_cls: 0.1114, s1.acc: 97.2180, s1.loss_bbox: 0.0329, s1.loss_mask: 0.3161, s2.loss_cls: 0.0395, s2.acc: 98.1814, s2.loss_bbox: 0.0052, s2.loss_mask: 0.1544, loss: 3.0568 2022-06-04 21:13:42,378 - mmdet - INFO - Epoch [1][250/7330] lr: 4.985e-05, eta: 7 days, 7:58:35, time: 1.400, data_time: 0.016, memory: 62362, loss_rpn_cls: 0.2777, loss_rpn_bbox: 0.0740, loss_semantic_seg: 0.8358, s0.loss_cls: 0.3827, s0.acc: 94.5115, s0.loss_bbox: 0.1156, s0.loss_mask: 0.6403, s1.loss_cls: 0.1136, s1.acc: 97.1157, s1.loss_bbox: 0.0357, s1.loss_mask: 0.3062, s2.loss_cls: 0.0393, s2.acc: 98.1636, s2.loss_bbox: 0.0055, s2.loss_mask: 0.1490, loss: 2.9753 2022-06-04 21:14:52,671 - mmdet - INFO - Epoch [1][300/7330] lr: 5.984e-05, eta: 6 days, 19:44:23, time: 1.403, data_time: 0.015, memory: 62362, loss_rpn_cls: 0.2377, loss_rpn_bbox: 0.0692, loss_semantic_seg: 0.8035, s0.loss_cls: 0.3989, s0.acc: 94.1628, s0.loss_bbox: 0.1248, s0.loss_mask: 0.6284, s1.loss_cls: 0.1155, s1.acc: 96.9712, s1.loss_bbox: 0.0384, s1.loss_mask: 0.3016, s2.loss_cls: 0.0398, s2.acc: 98.0935, s2.loss_bbox: 0.0061, s2.loss_mask: 0.1474, loss: 2.9113 2022-06-04 21:16:01,268 - mmdet - INFO - Epoch [1][350/7330] lr: 6.983e-05, eta: 6 days, 10:41:55, time: 1.375, data_time: 0.016, memory: 62362, loss_rpn_cls: 0.2063, loss_rpn_bbox: 0.0648, loss_semantic_seg: 0.7937, s0.loss_cls: 0.4208, s0.acc: 93.8347, s0.loss_bbox: 0.1373, s0.loss_mask: 0.6126, s1.loss_cls: 0.1197, s1.acc: 96.9021, s1.loss_bbox: 0.0431, s1.loss_mask: 0.2925, s2.loss_cls: 0.0391, s2.acc: 98.1658, s2.loss_bbox: 0.0068, s2.loss_mask: 0.1428, loss: 2.8793 2022-06-04 21:17:11,345 - mmdet - INFO - Epoch [1][400/7330] lr: 7.982e-05, eta: 6 days, 4:09:27, time: 1.402, data_time: 0.016, memory: 62440, loss_rpn_cls: 0.1960, loss_rpn_bbox: 0.0690, loss_semantic_seg: 0.7612, s0.loss_cls: 0.4491, s0.acc: 93.3479, s0.loss_bbox: 0.1469, s0.loss_mask: 0.6093, s1.loss_cls: 0.1271, s1.acc: 96.6794, s1.loss_bbox: 0.0458, s1.loss_mask: 0.2922, s2.loss_cls: 0.0418, s2.acc: 98.0266, s2.loss_bbox: 0.0074, s2.loss_mask: 0.1440, loss: 2.8899 2022-06-04 21:18:20,055 - mmdet - INFO - Epoch [1][450/7330] lr: 8.981e-05, eta: 5 days, 22:50:38, time: 1.374, data_time: 0.016, memory: 62440, loss_rpn_cls: 0.1950, loss_rpn_bbox: 0.0693, loss_semantic_seg: 0.7551, s0.loss_cls: 0.4524, s0.acc: 93.2180, s0.loss_bbox: 0.1500, s0.loss_mask: 0.5978, s1.loss_cls: 0.1273, s1.acc: 96.6152, s1.loss_bbox: 0.0472, s1.loss_mask: 0.2889, s2.loss_cls: 0.0410, s2.acc: 98.0007, s2.loss_bbox: 0.0076, s2.loss_mask: 0.1422, loss: 2.8740 2022-06-04 21:19:30,070 - mmdet - INFO - Epoch [1][500/7330] lr: 9.980e-05, eta: 5 days, 18:46:47, time: 1.400, data_time: 0.015, memory: 62440, loss_rpn_cls: 0.1992, loss_rpn_bbox: 0.0783, loss_semantic_seg: 0.7272, s0.loss_cls: 0.4664, s0.acc: 92.9231, s0.loss_bbox: 0.1532, s0.loss_mask: 0.5861, s1.loss_cls: 0.1334, s1.acc: 96.3984, s1.loss_bbox: 0.0490, s1.loss_mask: 0.2841, s2.loss_cls: 0.0433, s2.acc: 97.8574, s2.loss_bbox: 0.0077, s2.loss_mask: 0.1403, loss: 2.8684 2022-06-04 21:20:39,267 - mmdet - INFO - Epoch [1][550/7330] lr: 1.000e-04, eta: 5 days, 15:20:31, time: 1.384, data_time: 0.015, memory: 62440, loss_rpn_cls: 0.1883, loss_rpn_bbox: 0.0723, loss_semantic_seg: 0.7187, s0.loss_cls: 0.4707, s0.acc: 92.6904, s0.loss_bbox: 0.1621, s0.loss_mask: 0.5841, s1.loss_cls: 0.1363, s1.acc: 96.2534, s1.loss_bbox: 0.0550, s1.loss_mask: 0.2815, s2.loss_cls: 0.0423, s2.acc: 97.8918, s2.loss_bbox: 0.0084, s2.loss_mask: 0.1393, loss: 2.8588 2022-06-04 21:21:47,923 - mmdet - INFO - Epoch [1][600/7330] lr: 1.000e-04, eta: 5 days, 12:24:31, time: 1.373, data_time: 0.016, memory: 62440, loss_rpn_cls: 0.1741, loss_rpn_bbox: 0.0705, loss_semantic_seg: 0.7022, s0.loss_cls: 0.4587, s0.acc: 92.6641, s0.loss_bbox: 0.1603, s0.loss_mask: 0.5722, s1.loss_cls: 0.1350, s1.acc: 96.1658, s1.loss_bbox: 0.0567, s1.loss_mask: 0.2749, s2.loss_cls: 0.0417, s2.acc: 97.8601, s2.loss_bbox: 0.0090, s2.loss_mask: 0.1355, loss: 2.7908 2022-06-04 21:22:57,637 - mmdet - INFO - Epoch [1][650/7330] lr: 1.000e-04, eta: 5 days, 10:02:30, time: 1.394, data_time: 0.011, memory: 62440, loss_rpn_cls: 0.1684, loss_rpn_bbox: 0.0662, loss_semantic_seg: 0.6885, s0.loss_cls: 0.4631, s0.acc: 92.4387, s0.loss_bbox: 0.1654, s0.loss_mask: 0.5701, s1.loss_cls: 0.1370, s1.acc: 96.0000, s1.loss_bbox: 0.0599, s1.loss_mask: 0.2740, s2.loss_cls: 0.0420, s2.acc: 97.7722, s2.loss_bbox: 0.0102, s2.loss_mask: 0.1352, loss: 2.7800 2022-06-04 21:24:07,015 - mmdet - INFO - Epoch [1][700/7330] lr: 1.000e-04, eta: 5 days, 7:58:32, time: 1.388, data_time: 0.017, memory: 62440, loss_rpn_cls: 0.1508, loss_rpn_bbox: 0.0700, loss_semantic_seg: 0.6882, s0.loss_cls: 0.4672, s0.acc: 92.3606, s0.loss_bbox: 0.1669, s0.loss_mask: 0.5634, s1.loss_cls: 0.1434, s1.acc: 95.8110, s1.loss_bbox: 0.0644, s1.loss_mask: 0.2695, s2.loss_cls: 0.0437, s2.acc: 97.6990, s2.loss_bbox: 0.0112, s2.loss_mask: 0.1325, loss: 2.7713 2022-06-04 21:25:16,729 - mmdet - INFO - Epoch [1][750/7330] lr: 1.000e-04, eta: 5 days, 6:12:55, time: 1.394, data_time: 0.016, memory: 62440, loss_rpn_cls: 0.1673, loss_rpn_bbox: 0.0699, loss_semantic_seg: 0.6859, s0.loss_cls: 0.4520, s0.acc: 92.4834, s0.loss_bbox: 0.1620, s0.loss_mask: 0.5610, s1.loss_cls: 0.1424, s1.acc: 95.7717, s1.loss_bbox: 0.0645, s1.loss_mask: 0.2686, s2.loss_cls: 0.0438, s2.acc: 97.6523, s2.loss_bbox: 0.0115, s2.loss_mask: 0.1318, loss: 2.7609 2022-06-04 21:26:26,435 - mmdet - INFO - Epoch [1][800/7330] lr: 1.000e-04, eta: 5 days, 4:40:18, time: 1.394, data_time: 0.014, memory: 62440, loss_rpn_cls: 0.1457, loss_rpn_bbox: 0.0619, loss_semantic_seg: 0.6697, s0.loss_cls: 0.4510, s0.acc: 92.3342, s0.loss_bbox: 0.1661, s0.loss_mask: 0.5500, s1.loss_cls: 0.1436, s1.acc: 95.6030, s1.loss_bbox: 0.0690, s1.loss_mask: 0.2630, s2.loss_cls: 0.0434, s2.acc: 97.6155, s2.loss_bbox: 0.0128, s2.loss_mask: 0.1288, loss: 2.7049 2022-06-04 21:27:36,050 - mmdet - INFO - Epoch [1][850/7330] lr: 1.000e-04, eta: 5 days, 3:17:59, time: 1.392, data_time: 0.014, memory: 62440, loss_rpn_cls: 0.1437, loss_rpn_bbox: 0.0649, loss_semantic_seg: 0.6816, s0.loss_cls: 0.4859, s0.acc: 91.9221, s0.loss_bbox: 0.1759, s0.loss_mask: 0.5533, s1.loss_cls: 0.1537, s1.acc: 95.3789, s1.loss_bbox: 0.0733, s1.loss_mask: 0.2645, s2.loss_cls: 0.0463, s2.acc: 97.4946, s2.loss_bbox: 0.0137, s2.loss_mask: 0.1294, loss: 2.7861 2022-06-04 21:28:46,226 - mmdet - INFO - Epoch [1][900/7330] lr: 1.000e-04, eta: 5 days, 2:07:24, time: 1.403, data_time: 0.021, memory: 62440, loss_rpn_cls: 0.1575, loss_rpn_bbox: 0.0671, loss_semantic_seg: 0.6651, s0.loss_cls: 0.4838, s0.acc: 91.7329, s0.loss_bbox: 0.1747, s0.loss_mask: 0.5513, s1.loss_cls: 0.1544, s1.acc: 95.1284, s1.loss_bbox: 0.0756, s1.loss_mask: 0.2628, s2.loss_cls: 0.0471, s2.acc: 97.3523, s2.loss_bbox: 0.0142, s2.loss_mask: 0.1282, loss: 2.7819 2022-06-04 21:29:56,180 - mmdet - INFO - Epoch [1][950/7330] lr: 1.000e-04, eta: 5 days, 1:03:07, time: 1.399, data_time: 0.014, memory: 62440, loss_rpn_cls: 0.1529, loss_rpn_bbox: 0.0698, loss_semantic_seg: 0.6590, s0.loss_cls: 0.4670, s0.acc: 91.9050, s0.loss_bbox: 0.1702, s0.loss_mask: 0.5451, s1.loss_cls: 0.1516, s1.acc: 95.1541, s1.loss_bbox: 0.0744, s1.loss_mask: 0.2591, s2.loss_cls: 0.0471, s2.acc: 97.2791, s2.loss_bbox: 0.0149, s2.loss_mask: 0.1257, loss: 2.7366 2022-06-04 21:31:06,482 - mmdet - INFO - Exp name: htc++_beit_adapter_v2_large_fpn_3x_coco.py 2022-06-04 21:31:06,483 - mmdet - INFO - Epoch [1][1000/7330] lr: 1.000e-04, eta: 5 days, 0:06:40, time: 1.406, data_time: 0.013, memory: 62440, loss_rpn_cls: 0.1402, loss_rpn_bbox: 0.0638, loss_semantic_seg: 0.6499, s0.loss_cls: 0.4605, s0.acc: 91.9402, s0.loss_bbox: 0.1691, s0.loss_mask: 0.5408, s1.loss_cls: 0.1541, s1.acc: 94.9492, s1.loss_bbox: 0.0802, s1.loss_mask: 0.2582, s2.loss_cls: 0.0475, s2.acc: 97.1846, s2.loss_bbox: 0.0172, s2.loss_mask: 0.1254, loss: 2.7069 2022-06-04 21:32:16,878 - mmdet - INFO - Epoch [1][1050/7330] lr: 1.000e-04, eta: 4 days, 23:15:52, time: 1.408, data_time: 0.016, memory: 62440, loss_rpn_cls: 0.1347, loss_rpn_bbox: 0.0637, loss_semantic_seg: 0.6422, s0.loss_cls: 0.4607, s0.acc: 91.8027, s0.loss_bbox: 0.1740, s0.loss_mask: 0.5389, s1.loss_cls: 0.1493, s1.acc: 95.0059, s1.loss_bbox: 0.0792, s1.loss_mask: 0.2563, s2.loss_cls: 0.0466, s2.acc: 97.1997, s2.loss_bbox: 0.0169, s2.loss_mask: 0.1244, loss: 2.6870 2022-06-04 21:33:26,862 - mmdet - INFO - Epoch [1][1100/7330] lr: 1.000e-04, eta: 4 days, 22:27:57, time: 1.400, data_time: 0.015, memory: 62440, loss_rpn_cls: 0.1471, loss_rpn_bbox: 0.0641, loss_semantic_seg: 0.6445, s0.loss_cls: 0.4454, s0.acc: 91.9780, s0.loss_bbox: 0.1661, s0.loss_mask: 0.5418, s1.loss_cls: 0.1526, s1.acc: 94.8303, s1.loss_bbox: 0.0818, s1.loss_mask: 0.2562, s2.loss_cls: 0.0486, s2.acc: 97.0398, s2.loss_bbox: 0.0183, s2.loss_mask: 0.1237, loss: 2.6900 2022-06-04 21:34:37,906 - mmdet - INFO - Epoch [1][1150/7330] lr: 1.000e-04, eta: 4 days, 21:48:07, time: 1.421, data_time: 0.015, memory: 62440, loss_rpn_cls: 0.1369, loss_rpn_bbox: 0.0668, loss_semantic_seg: 0.6385, s0.loss_cls: 0.4659, s0.acc: 91.2747, s0.loss_bbox: 0.1815, s0.loss_mask: 0.5342, s1.loss_cls: 0.1576, s1.acc: 94.4399, s1.loss_bbox: 0.0894, s1.loss_mask: 0.2538, s2.loss_cls: 0.0495, s2.acc: 96.8633, s2.loss_bbox: 0.0200, s2.loss_mask: 0.1236, loss: 2.7178 2022-06-04 21:35:47,683 - mmdet - INFO - Epoch [1][1200/7330] lr: 1.000e-04, eta: 4 days, 21:06:54, time: 1.396, data_time: 0.018, memory: 62440, loss_rpn_cls: 0.1288, loss_rpn_bbox: 0.0617, loss_semantic_seg: 0.6513, s0.loss_cls: 0.4600, s0.acc: 91.5112, s0.loss_bbox: 0.1771, s0.loss_mask: 0.5291, s1.loss_cls: 0.1564, s1.acc: 94.4749, s1.loss_bbox: 0.0872, s1.loss_mask: 0.2524, s2.loss_cls: 0.0503, s2.acc: 96.7856, s2.loss_bbox: 0.0209, s2.loss_mask: 0.1224, loss: 2.6975 2022-06-04 21:36:57,908 - mmdet - INFO - Epoch [1][1250/7330] lr: 1.000e-04, eta: 4 days, 20:30:27, time: 1.405, data_time: 0.019, memory: 62440, loss_rpn_cls: 0.1428, loss_rpn_bbox: 0.0648, loss_semantic_seg: 0.6395, s0.loss_cls: 0.4675, s0.acc: 91.2380, s0.loss_bbox: 0.1806, s0.loss_mask: 0.5217, s1.loss_cls: 0.1615, s1.acc: 94.2153, s1.loss_bbox: 0.0914, s1.loss_mask: 0.2455, s2.loss_cls: 0.0515, s2.acc: 96.6243, s2.loss_bbox: 0.0217, s2.loss_mask: 0.1181, loss: 2.7067 2022-06-04 21:38:08,175 - mmdet - INFO - Epoch [1][1300/7330] lr: 1.000e-04, eta: 4 days, 19:56:51, time: 1.405, data_time: 0.016, memory: 62440, loss_rpn_cls: 0.1295, loss_rpn_bbox: 0.0604, loss_semantic_seg: 0.6437, s0.loss_cls: 0.4549, s0.acc: 91.7180, s0.loss_bbox: 0.1691, s0.loss_mask: 0.5216, s1.loss_cls: 0.1573, s1.acc: 94.5278, s1.loss_bbox: 0.0864, s1.loss_mask: 0.2452, s2.loss_cls: 0.0503, s2.acc: 96.7683, s2.loss_bbox: 0.0211, s2.loss_mask: 0.1183, loss: 2.6577 2022-06-04 21:39:18,788 - mmdet - INFO - Epoch [1][1350/7330] lr: 1.000e-04, eta: 4 days, 19:26:46, time: 1.412, data_time: 0.015, memory: 62440, loss_rpn_cls: 0.1328, loss_rpn_bbox: 0.0646, loss_semantic_seg: 0.6318, s0.loss_cls: 0.4640, s0.acc: 91.1626, s0.loss_bbox: 0.1799, s0.loss_mask: 0.5180, s1.loss_cls: 0.1640, s1.acc: 94.0603, s1.loss_bbox: 0.0943, s1.loss_mask: 0.2433, s2.loss_cls: 0.0524, s2.acc: 96.4885, s2.loss_bbox: 0.0235, s2.loss_mask: 0.1168, loss: 2.6854 2022-06-04 21:40:29,595 - mmdet - INFO - Epoch [1][1400/7330] lr: 1.000e-04, eta: 4 days, 18:59:21, time: 1.416, data_time: 0.014, memory: 62440, loss_rpn_cls: 0.1372, loss_rpn_bbox: 0.0639, loss_semantic_seg: 0.6268, s0.loss_cls: 0.4774, s0.acc: 90.8015, s0.loss_bbox: 0.1873, s0.loss_mask: 0.5069, s1.loss_cls: 0.1696, s1.acc: 93.6963, s1.loss_bbox: 0.1012, s1.loss_mask: 0.2379, s2.loss_cls: 0.0549, s2.acc: 96.2554, s2.loss_bbox: 0.0256, s2.loss_mask: 0.1145, loss: 2.7031 2022-06-04 21:41:40,794 - mmdet - INFO - Epoch [1][1450/7330] lr: 1.000e-04, eta: 4 days, 18:34:57, time: 1.424, data_time: 0.013, memory: 62440, loss_rpn_cls: 0.1369, loss_rpn_bbox: 0.0664, loss_semantic_seg: 0.6241, s0.loss_cls: 0.5031, s0.acc: 90.5940, s0.loss_bbox: 0.1928, s0.loss_mask: 0.5080, s1.loss_cls: 0.1774, s1.acc: 93.6013, s1.loss_bbox: 0.1023, s1.loss_mask: 0.2386, s2.loss_cls: 0.0572, s2.acc: 96.1545, s2.loss_bbox: 0.0267, s2.loss_mask: 0.1151, loss: 2.7485 2022-06-04 21:42:51,028 - mmdet - INFO - Epoch [1][1500/7330] lr: 1.000e-04, eta: 4 days, 18:09:17, time: 1.405, data_time: 0.016, memory: 62440, loss_rpn_cls: 0.1201, loss_rpn_bbox: 0.0574, loss_semantic_seg: 0.6095, s0.loss_cls: 0.4708, s0.acc: 91.0659, s0.loss_bbox: 0.1817, s0.loss_mask: 0.4987, s1.loss_cls: 0.1694, s1.acc: 93.7861, s1.loss_bbox: 0.1004, s1.loss_mask: 0.2315, s2.loss_cls: 0.0544, s2.acc: 96.2688, s2.loss_bbox: 0.0264, s2.loss_mask: 0.1100, loss: 2.6304 2022-06-04 21:44:02,624 - mmdet - INFO - Epoch [1][1550/7330] lr: 1.000e-04, eta: 4 days, 17:49:02, time: 1.432, data_time: 0.014, memory: 63073, loss_rpn_cls: 0.1221, loss_rpn_bbox: 0.0631, loss_semantic_seg: 0.6075, s0.loss_cls: 0.4599, s0.acc: 90.9268, s0.loss_bbox: 0.1839, s0.loss_mask: 0.4971, s1.loss_cls: 0.1672, s1.acc: 93.5886, s1.loss_bbox: 0.1030, s1.loss_mask: 0.2338, s2.loss_cls: 0.0559, s2.acc: 95.9951, s2.loss_bbox: 0.0292, s2.loss_mask: 0.1117, loss: 2.6345 2022-06-04 21:45:13,878 - mmdet - INFO - Epoch [1][1600/7330] lr: 1.000e-04, eta: 4 days, 17:29:02, time: 1.425, data_time: 0.016, memory: 63073, loss_rpn_cls: 0.1282, loss_rpn_bbox: 0.0616, loss_semantic_seg: 0.6036, s0.loss_cls: 0.5018, s0.acc: 90.0757, s0.loss_bbox: 0.2003, s0.loss_mask: 0.4922, s1.loss_cls: 0.1818, s1.acc: 92.9512, s1.loss_bbox: 0.1136, s1.loss_mask: 0.2293, s2.loss_cls: 0.0605, s2.acc: 95.6707, s2.loss_bbox: 0.0315, s2.loss_mask: 0.1095, loss: 2.7138 2022-06-04 21:46:24,888 - mmdet - INFO - Epoch [1][1650/7330] lr: 1.000e-04, eta: 4 days, 17:09:31, time: 1.420, data_time: 0.013, memory: 63073, loss_rpn_cls: 0.1240, loss_rpn_bbox: 0.0611, loss_semantic_seg: 0.5974, s0.loss_cls: 0.4851, s0.acc: 90.3772, s0.loss_bbox: 0.1946, s0.loss_mask: 0.4877, s1.loss_cls: 0.1758, s1.acc: 93.1673, s1.loss_bbox: 0.1096, s1.loss_mask: 0.2281, s2.loss_cls: 0.0588, s2.acc: 95.7054, s2.loss_bbox: 0.0315, s2.loss_mask: 0.1085, loss: 2.6621 2022-06-04 21:47:36,287 - mmdet - INFO - Epoch [1][1700/7330] lr: 1.000e-04, eta: 4 days, 16:52:01, time: 1.427, data_time: 0.017, memory: 63073, loss_rpn_cls: 0.1226, loss_rpn_bbox: 0.0633, loss_semantic_seg: 0.6092, s0.loss_cls: 0.4720, s0.acc: 90.8420, s0.loss_bbox: 0.1858, s0.loss_mask: 0.4891, s1.loss_cls: 0.1738, s1.acc: 93.3975, s1.loss_bbox: 0.1054, s1.loss_mask: 0.2291, s2.loss_cls: 0.0591, s2.acc: 95.7888, s2.loss_bbox: 0.0309, s2.loss_mask: 0.1093, loss: 2.6495 2022-06-04 21:48:47,406 - mmdet - INFO - Epoch [1][1750/7330] lr: 1.000e-04, eta: 4 days, 16:34:54, time: 1.423, data_time: 0.015, memory: 63073, loss_rpn_cls: 0.1237, loss_rpn_bbox: 0.0602, loss_semantic_seg: 0.5972, s0.loss_cls: 0.4817, s0.acc: 90.5442, s0.loss_bbox: 0.1887, s0.loss_mask: 0.4833, s1.loss_cls: 0.1773, s1.acc: 93.1664, s1.loss_bbox: 0.1098, s1.loss_mask: 0.2256, s2.loss_cls: 0.0595, s2.acc: 95.6563, s2.loss_bbox: 0.0319, s2.loss_mask: 0.1078, loss: 2.6467 2022-06-04 21:49:58,053 - mmdet - INFO - Epoch [1][1800/7330] lr: 1.000e-04, eta: 4 days, 16:17:26, time: 1.413, data_time: 0.016, memory: 63407, loss_rpn_cls: 0.1143, loss_rpn_bbox: 0.0593, loss_semantic_seg: 0.6022, s0.loss_cls: 0.4851, s0.acc: 90.3501, s0.loss_bbox: 0.1906, s0.loss_mask: 0.4793, s1.loss_cls: 0.1821, s1.acc: 92.8252, s1.loss_bbox: 0.1149, s1.loss_mask: 0.2231, s2.loss_cls: 0.0617, s2.acc: 95.3578, s2.loss_bbox: 0.0343, s2.loss_mask: 0.1058, loss: 2.6527 2022-06-04 21:51:08,672 - mmdet - INFO - Epoch [1][1850/7330] lr: 1.000e-04, eta: 4 days, 16:00:48, time: 1.412, data_time: 0.016, memory: 63407, loss_rpn_cls: 0.1216, loss_rpn_bbox: 0.0584, loss_semantic_seg: 0.5840, s0.loss_cls: 0.4755, s0.acc: 90.4585, s0.loss_bbox: 0.1893, s0.loss_mask: 0.4798, s1.loss_cls: 0.1785, s1.acc: 92.9830, s1.loss_bbox: 0.1135, s1.loss_mask: 0.2248, s2.loss_cls: 0.0608, s2.acc: 95.4252, s2.loss_bbox: 0.0345, s2.loss_mask: 0.1073, loss: 2.6279 2022-06-04 21:52:19,057 - mmdet - INFO - Epoch [1][1900/7330] lr: 1.000e-04, eta: 4 days, 15:44:27, time: 1.408, data_time: 0.017, memory: 63407, loss_rpn_cls: 0.1213, loss_rpn_bbox: 0.0594, loss_semantic_seg: 0.5934, s0.loss_cls: 0.4723, s0.acc: 90.4294, s0.loss_bbox: 0.1893, s0.loss_mask: 0.4740, s1.loss_cls: 0.1776, s1.acc: 92.9331, s1.loss_bbox: 0.1141, s1.loss_mask: 0.2211, s2.loss_cls: 0.0607, s2.acc: 95.3798, s2.loss_bbox: 0.0349, s2.loss_mask: 0.1055, loss: 2.6235 2022-06-04 21:53:29,327 - mmdet - INFO - Epoch [1][1950/7330] lr: 1.000e-04, eta: 4 days, 15:28:35, time: 1.405, data_time: 0.014, memory: 63407, loss_rpn_cls: 0.1140, loss_rpn_bbox: 0.0610, loss_semantic_seg: 0.5883, s0.loss_cls: 0.4960, s0.acc: 90.1128, s0.loss_bbox: 0.1949, s0.loss_mask: 0.4760, s1.loss_cls: 0.1878, s1.acc: 92.5378, s1.loss_bbox: 0.1191, s1.loss_mask: 0.2213, s2.loss_cls: 0.0642, s2.acc: 95.0912, s2.loss_bbox: 0.0370, s2.loss_mask: 0.1054, loss: 2.6650 2022-06-04 21:54:39,597 - mmdet - INFO - Exp name: htc++_beit_adapter_v2_large_fpn_3x_coco.py 2022-06-04 21:54:39,603 - mmdet - INFO - Epoch [1][2000/7330] lr: 1.000e-04, eta: 4 days, 15:13:30, time: 1.406, data_time: 0.014, memory: 63407, loss_rpn_cls: 0.1093, loss_rpn_bbox: 0.0586, loss_semantic_seg: 0.6032, s0.loss_cls: 0.4900, s0.acc: 90.1462, s0.loss_bbox: 0.1907, s0.loss_mask: 0.4686, s1.loss_cls: 0.1872, s1.acc: 92.5209, s1.loss_bbox: 0.1185, s1.loss_mask: 0.2175, s2.loss_cls: 0.0649, s2.acc: 95.0065, s2.loss_bbox: 0.0380, s2.loss_mask: 0.1032, loss: 2.6498 2022-06-04 21:55:48,895 - mmdet - INFO - Epoch [1][2050/7330] lr: 1.000e-04, eta: 4 days, 14:57:00, time: 1.386, data_time: 0.014, memory: 63407, loss_rpn_cls: 0.1101, loss_rpn_bbox: 0.0574, loss_semantic_seg: 0.5839, s0.loss_cls: 0.4690, s0.acc: 90.4441, s0.loss_bbox: 0.1887, s0.loss_mask: 0.4720, s1.loss_cls: 0.1787, s1.acc: 92.7727, s1.loss_bbox: 0.1162, s1.loss_mask: 0.2185, s2.loss_cls: 0.0624, s2.acc: 95.1492, s2.loss_bbox: 0.0368, s2.loss_mask: 0.1035, loss: 2.5973 2022-06-04 21:56:59,482 - mmdet - INFO - Epoch [1][2100/7330] lr: 1.000e-04, eta: 4 days, 14:43:54, time: 1.412, data_time: 0.017, memory: 63407, loss_rpn_cls: 0.1144, loss_rpn_bbox: 0.0586, loss_semantic_seg: 0.5797, s0.loss_cls: 0.4580, s0.acc: 90.7095, s0.loss_bbox: 0.1822, s0.loss_mask: 0.4639, s1.loss_cls: 0.1765, s1.acc: 92.8472, s1.loss_bbox: 0.1150, s1.loss_mask: 0.2157, s2.loss_cls: 0.0619, s2.acc: 95.1418, s2.loss_bbox: 0.0376, s2.loss_mask: 0.1029, loss: 2.5664 2022-06-04 21:58:10,042 - mmdet - INFO - Epoch [1][2150/7330] lr: 1.000e-04, eta: 4 days, 14:31:19, time: 1.411, data_time: 0.012, memory: 63407, loss_rpn_cls: 0.1120, loss_rpn_bbox: 0.0605, loss_semantic_seg: 0.5732, s0.loss_cls: 0.4856, s0.acc: 89.7800, s0.loss_bbox: 0.1977, s0.loss_mask: 0.4683, s1.loss_cls: 0.1906, s1.acc: 92.0386, s1.loss_bbox: 0.1258, s1.loss_mask: 0.2186, s2.loss_cls: 0.0678, s2.acc: 94.5307, s2.loss_bbox: 0.0425, s2.loss_mask: 0.1043, loss: 2.6469 2022-06-04 21:59:20,133 - mmdet - INFO - Epoch [1][2200/7330] lr: 1.000e-04, eta: 4 days, 14:18:19, time: 1.402, data_time: 0.013, memory: 63407, loss_rpn_cls: 0.1081, loss_rpn_bbox: 0.0571, loss_semantic_seg: 0.5774, s0.loss_cls: 0.4682, s0.acc: 90.3552, s0.loss_bbox: 0.1875, s0.loss_mask: 0.4618, s1.loss_cls: 0.1802, s1.acc: 92.6124, s1.loss_bbox: 0.1168, s1.loss_mask: 0.2142, s2.loss_cls: 0.0639, s2.acc: 94.9852, s2.loss_bbox: 0.0379, s2.loss_mask: 0.1014, loss: 2.5745 2022-06-04 22:00:30,011 - mmdet - INFO - Epoch [1][2250/7330] lr: 1.000e-04, eta: 4 days, 14:05:26, time: 1.398, data_time: 0.016, memory: 63407, loss_rpn_cls: 0.1147, loss_rpn_bbox: 0.0622, loss_semantic_seg: 0.5720, s0.loss_cls: 0.4860, s0.acc: 89.7908, s0.loss_bbox: 0.1974, s0.loss_mask: 0.4616, s1.loss_cls: 0.1903, s1.acc: 91.9510, s1.loss_bbox: 0.1281, s1.loss_mask: 0.2148, s2.loss_cls: 0.0682, s2.acc: 94.4138, s2.loss_bbox: 0.0436, s2.loss_mask: 0.1011, loss: 2.6400 2022-06-04 22:01:40,211 - mmdet - INFO - Epoch [1][2300/7330] lr: 1.000e-04, eta: 4 days, 13:53:39, time: 1.404, data_time: 0.014, memory: 63407, loss_rpn_cls: 0.1091, loss_rpn_bbox: 0.0569, loss_semantic_seg: 0.5540, s0.loss_cls: 0.4536, s0.acc: 90.3188, s0.loss_bbox: 0.1860, s0.loss_mask: 0.4504, s1.loss_cls: 0.1785, s1.acc: 92.3795, s1.loss_bbox: 0.1222, s1.loss_mask: 0.2096, s2.loss_cls: 0.0642, s2.acc: 94.6495, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0989, loss: 2.5255 2022-06-04 22:02:51,348 - mmdet - INFO - Epoch [1][2350/7330] lr: 1.000e-04, eta: 4 days, 13:44:05, time: 1.423, data_time: 0.019, memory: 63407, loss_rpn_cls: 0.1105, loss_rpn_bbox: 0.0612, loss_semantic_seg: 0.5701, s0.loss_cls: 0.4891, s0.acc: 89.6633, s0.loss_bbox: 0.1994, s0.loss_mask: 0.4529, s1.loss_cls: 0.1931, s1.acc: 91.8041, s1.loss_bbox: 0.1307, s1.loss_mask: 0.2102, s2.loss_cls: 0.0701, s2.acc: 94.2316, s2.loss_bbox: 0.0450, s2.loss_mask: 0.0991, loss: 2.6315 2022-06-04 22:04:02,812 - mmdet - INFO - Epoch [1][2400/7330] lr: 1.000e-04, eta: 4 days, 13:35:27, time: 1.429, data_time: 0.017, memory: 63407, loss_rpn_cls: 0.1106, loss_rpn_bbox: 0.0575, loss_semantic_seg: 0.5635, s0.loss_cls: 0.4628, s0.acc: 90.2273, s0.loss_bbox: 0.1881, s0.loss_mask: 0.4513, s1.loss_cls: 0.1833, s1.acc: 92.2039, s1.loss_bbox: 0.1235, s1.loss_mask: 0.2107, s2.loss_cls: 0.0665, s2.acc: 94.4709, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0992, loss: 2.5609 2022-06-04 22:05:14,583 - mmdet - INFO - Epoch [1][2450/7330] lr: 1.000e-04, eta: 4 days, 13:27:39, time: 1.435, data_time: 0.017, memory: 63407, loss_rpn_cls: 0.0980, loss_rpn_bbox: 0.0587, loss_semantic_seg: 0.5654, s0.loss_cls: 0.4619, s0.acc: 90.1394, s0.loss_bbox: 0.1880, s0.loss_mask: 0.4510, s1.loss_cls: 0.1848, s1.acc: 92.1467, s1.loss_bbox: 0.1252, s1.loss_mask: 0.2099, s2.loss_cls: 0.0669, s2.acc: 94.4669, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0988, loss: 2.5524 2022-06-04 22:06:25,453 - mmdet - INFO - Epoch [1][2500/7330] lr: 1.000e-04, eta: 4 days, 13:18:34, time: 1.417, data_time: 0.017, memory: 63407, loss_rpn_cls: 0.1030, loss_rpn_bbox: 0.0580, loss_semantic_seg: 0.5409, s0.loss_cls: 0.4505, s0.acc: 90.1453, s0.loss_bbox: 0.1853, s0.loss_mask: 0.4396, s1.loss_cls: 0.1819, s1.acc: 91.9713, s1.loss_bbox: 0.1252, s1.loss_mask: 0.2041, s2.loss_cls: 0.0681, s2.acc: 94.1385, s2.loss_bbox: 0.0463, s2.loss_mask: 0.0964, loss: 2.4994 2022-06-04 22:07:37,982 - mmdet - INFO - Epoch [1][2550/7330] lr: 1.000e-04, eta: 4 days, 13:12:37, time: 1.451, data_time: 0.014, memory: 63407, loss_rpn_cls: 0.1043, loss_rpn_bbox: 0.0563, loss_semantic_seg: 0.5496, s0.loss_cls: 0.4547, s0.acc: 90.1189, s0.loss_bbox: 0.1864, s0.loss_mask: 0.4340, s1.loss_cls: 0.1853, s1.acc: 91.8888, s1.loss_bbox: 0.1295, s1.loss_mask: 0.2014, s2.loss_cls: 0.0685, s2.acc: 94.0818, s2.loss_bbox: 0.0469, s2.loss_mask: 0.0949, loss: 2.5118 2022-06-04 22:08:49,401 - mmdet - INFO - Epoch [1][2600/7330] lr: 1.000e-04, eta: 4 days, 13:05:00, time: 1.428, data_time: 0.017, memory: 63407, loss_rpn_cls: 0.0971, loss_rpn_bbox: 0.0574, loss_semantic_seg: 0.5498, s0.loss_cls: 0.4605, s0.acc: 90.1118, s0.loss_bbox: 0.1866, s0.loss_mask: 0.4406, s1.loss_cls: 0.1856, s1.acc: 91.8998, s1.loss_bbox: 0.1266, s1.loss_mask: 0.2051, s2.loss_cls: 0.0691, s2.acc: 94.0794, s2.loss_bbox: 0.0469, s2.loss_mask: 0.0960, loss: 2.5215 2022-06-04 22:10:00,890 - mmdet - INFO - Epoch [1][2650/7330] lr: 1.000e-04, eta: 4 days, 12:57:44, time: 1.430, data_time: 0.016, memory: 63407, loss_rpn_cls: 0.1089, loss_rpn_bbox: 0.0585, loss_semantic_seg: 0.5498, s0.loss_cls: 0.4494, s0.acc: 90.2358, s0.loss_bbox: 0.1855, s0.loss_mask: 0.4382, s1.loss_cls: 0.1821, s1.acc: 91.9933, s1.loss_bbox: 0.1268, s1.loss_mask: 0.2026, s2.loss_cls: 0.0677, s2.acc: 94.1564, s2.loss_bbox: 0.0466, s2.loss_mask: 0.0959, loss: 2.5119 2022-06-04 22:11:12,408 - mmdet - INFO - Epoch [1][2700/7330] lr: 1.000e-04, eta: 4 days, 12:50:44, time: 1.430, data_time: 0.015, memory: 63407, loss_rpn_cls: 0.0974, loss_rpn_bbox: 0.0577, loss_semantic_seg: 0.5298, s0.loss_cls: 0.4565, s0.acc: 90.1091, s0.loss_bbox: 0.1853, s0.loss_mask: 0.4427, s1.loss_cls: 0.1877, s1.acc: 91.7161, s1.loss_bbox: 0.1314, s1.loss_mask: 0.2057, s2.loss_cls: 0.0704, s2.acc: 93.8998, s2.loss_bbox: 0.0487, s2.loss_mask: 0.0973, loss: 2.5106 2022-06-04 22:12:22,792 - mmdet - INFO - Epoch [1][2750/7330] lr: 1.000e-04, eta: 4 days, 12:42:09, time: 1.408, data_time: 0.013, memory: 63407, loss_rpn_cls: 0.0924, loss_rpn_bbox: 0.0521, loss_semantic_seg: 0.5259, s0.loss_cls: 0.4270, s0.acc: 90.6636, s0.loss_bbox: 0.1746, s0.loss_mask: 0.4318, s1.loss_cls: 0.1784, s1.acc: 92.0674, s1.loss_bbox: 0.1241, s1.loss_mask: 0.2018, s2.loss_cls: 0.0678, s2.acc: 94.0483, s2.loss_bbox: 0.0476, s2.loss_mask: 0.0955, loss: 2.4190 2022-06-04 22:13:33,646 - mmdet - INFO - Epoch [1][2800/7330] lr: 1.000e-04, eta: 4 days, 12:34:34, time: 1.417, data_time: 0.016, memory: 63407, loss_rpn_cls: 0.1026, loss_rpn_bbox: 0.0564, loss_semantic_seg: 0.5443, s0.loss_cls: 0.4648, s0.acc: 89.7737, s0.loss_bbox: 0.1933, s0.loss_mask: 0.4306, s1.loss_cls: 0.1880, s1.acc: 91.6205, s1.loss_bbox: 0.1327, s1.loss_mask: 0.1980, s2.loss_cls: 0.0702, s2.acc: 93.8148, s2.loss_bbox: 0.0499, s2.loss_mask: 0.0924, loss: 2.5231 2022-06-04 22:14:44,649 - mmdet - INFO - Epoch [1][2850/7330] lr: 1.000e-04, eta: 4 days, 12:27:26, time: 1.420, data_time: 0.016, memory: 63407, loss_rpn_cls: 0.0984, loss_rpn_bbox: 0.0561, loss_semantic_seg: 0.5321, s0.loss_cls: 0.4448, s0.acc: 90.1804, s0.loss_bbox: 0.1823, s0.loss_mask: 0.4258, s1.loss_cls: 0.1798, s1.acc: 91.9082, s1.loss_bbox: 0.1274, s1.loss_mask: 0.1980, s2.loss_cls: 0.0690, s2.acc: 93.9284, s2.loss_bbox: 0.0494, s2.loss_mask: 0.0932, loss: 2.4562 2022-06-04 22:15:56,075 - mmdet - INFO - Epoch [1][2900/7330] lr: 1.000e-04, eta: 4 days, 12:21:08, time: 1.428, data_time: 0.016, memory: 63407, loss_rpn_cls: 0.1006, loss_rpn_bbox: 0.0601, loss_semantic_seg: 0.5372, s0.loss_cls: 0.4442, s0.acc: 90.0637, s0.loss_bbox: 0.1861, s0.loss_mask: 0.4241, s1.loss_cls: 0.1845, s1.acc: 91.6263, s1.loss_bbox: 0.1339, s1.loss_mask: 0.1971, s2.loss_cls: 0.0697, s2.acc: 93.7029, s2.loss_bbox: 0.0506, s2.loss_mask: 0.0928, loss: 2.4811 2022-06-04 22:17:06,864 - mmdet - INFO - Epoch [1][2950/7330] lr: 1.000e-04, eta: 4 days, 12:14:05, time: 1.416, data_time: 0.014, memory: 63407, loss_rpn_cls: 0.0968, loss_rpn_bbox: 0.0541, loss_semantic_seg: 0.5356, s0.loss_cls: 0.4649, s0.acc: 89.8652, s0.loss_bbox: 0.1866, s0.loss_mask: 0.4320, s1.loss_cls: 0.1896, s1.acc: 91.6593, s1.loss_bbox: 0.1329, s1.loss_mask: 0.2019, s2.loss_cls: 0.0708, s2.acc: 93.8526, s2.loss_bbox: 0.0505, s2.loss_mask: 0.0946, loss: 2.5102 2022-06-04 22:18:19,023 - mmdet - INFO - Exp name: htc++_beit_adapter_v2_large_fpn_3x_coco.py 2022-06-04 22:18:19,025 - mmdet - INFO - Epoch [1][3000/7330] lr: 1.000e-04, eta: 4 days, 12:09:13, time: 1.443, data_time: 0.016, memory: 63407, loss_rpn_cls: 0.0901, loss_rpn_bbox: 0.0546, loss_semantic_seg: 0.5226, s0.loss_cls: 0.4486, s0.acc: 89.8687, s0.loss_bbox: 0.1867, s0.loss_mask: 0.4221, s1.loss_cls: 0.1881, s1.acc: 91.3591, s1.loss_bbox: 0.1362, s1.loss_mask: 0.1958, s2.loss_cls: 0.0727, s2.acc: 93.3286, s2.loss_bbox: 0.0543, s2.loss_mask: 0.0923, loss: 2.4641 2022-06-04 22:19:30,737 - mmdet - INFO - Epoch [1][3050/7330] lr: 1.000e-04, eta: 4 days, 12:03:42, time: 1.433, data_time: 0.014, memory: 63407, loss_rpn_cls: 0.0941, loss_rpn_bbox: 0.0538, loss_semantic_seg: 0.5144, s0.loss_cls: 0.4482, s0.acc: 89.7893, s0.loss_bbox: 0.1895, s0.loss_mask: 0.4156, s1.loss_cls: 0.1879, s1.acc: 91.3181, s1.loss_bbox: 0.1389, s1.loss_mask: 0.1922, s2.loss_cls: 0.0729, s2.acc: 93.4069, s2.loss_bbox: 0.0549, s2.loss_mask: 0.0899, loss: 2.4522 2022-06-04 22:20:42,500 - mmdet - INFO - Epoch [1][3100/7330] lr: 1.000e-04, eta: 4 days, 11:58:38, time: 1.437, data_time: 0.014, memory: 63407, loss_rpn_cls: 0.0976, loss_rpn_bbox: 0.0555, loss_semantic_seg: 0.5228, s0.loss_cls: 0.4355, s0.acc: 89.8552, s0.loss_bbox: 0.1880, s0.loss_mask: 0.4137, s1.loss_cls: 0.1831, s1.acc: 91.3253, s1.loss_bbox: 0.1374, s1.loss_mask: 0.1924, s2.loss_cls: 0.0720, s2.acc: 93.1680, s2.loss_bbox: 0.0559, s2.loss_mask: 0.0905, loss: 2.4444 2022-06-04 22:21:54,830 - mmdet - INFO - Epoch [1][3150/7330] lr: 1.000e-04, eta: 4 days, 11:54:22, time: 1.447, data_time: 0.013, memory: 63443, loss_rpn_cls: 0.0917, loss_rpn_bbox: 0.0523, loss_semantic_seg: 0.5086, s0.loss_cls: 0.4462, s0.acc: 89.6472, s0.loss_bbox: 0.1909, s0.loss_mask: 0.4141, s1.loss_cls: 0.1884, s1.acc: 91.1579, s1.loss_bbox: 0.1390, s1.loss_mask: 0.1923, s2.loss_cls: 0.0727, s2.acc: 93.1409, s2.loss_bbox: 0.0562, s2.loss_mask: 0.0907, loss: 2.4433 2022-06-04 22:23:05,719 - mmdet - INFO - Epoch [1][3200/7330] lr: 1.000e-04, eta: 4 days, 11:48:13, time: 1.418, data_time: 0.015, memory: 63443, loss_rpn_cls: 0.0983, loss_rpn_bbox: 0.0602, loss_semantic_seg: 0.5052, s0.loss_cls: 0.4566, s0.acc: 89.4460, s0.loss_bbox: 0.1963, s0.loss_mask: 0.4188, s1.loss_cls: 0.1911, s1.acc: 90.9373, s1.loss_bbox: 0.1416, s1.loss_mask: 0.1927, s2.loss_cls: 0.0740, s2.acc: 92.9611, s2.loss_bbox: 0.0568, s2.loss_mask: 0.0903, loss: 2.4820 2022-06-04 22:24:17,874 - mmdet - INFO - Epoch [1][3250/7330] lr: 1.000e-04, eta: 4 days, 11:43:54, time: 1.443, data_time: 0.015, memory: 63443, loss_rpn_cls: 0.0877, loss_rpn_bbox: 0.0543, loss_semantic_seg: 0.5017, s0.loss_cls: 0.4332, s0.acc: 89.7129, s0.loss_bbox: 0.1866, s0.loss_mask: 0.4086, s1.loss_cls: 0.1825, s1.acc: 91.2335, s1.loss_bbox: 0.1367, s1.loss_mask: 0.1884, s2.loss_cls: 0.0720, s2.acc: 93.0829, s2.loss_bbox: 0.0558, s2.loss_mask: 0.0873, loss: 2.3947 2022-06-04 22:25:30,196 - mmdet - INFO - Epoch [1][3300/7330] lr: 1.000e-04, eta: 4 days, 11:39:57, time: 1.447, data_time: 0.020, memory: 63443, loss_rpn_cls: 0.0904, loss_rpn_bbox: 0.0585, loss_semantic_seg: 0.4788, s0.loss_cls: 0.4548, s0.acc: 89.2480, s0.loss_bbox: 0.1987, s0.loss_mask: 0.4150, s1.loss_cls: 0.1908, s1.acc: 90.7978, s1.loss_bbox: 0.1446, s1.loss_mask: 0.1916, s2.loss_cls: 0.0744, s2.acc: 92.9003, s2.loss_bbox: 0.0584, s2.loss_mask: 0.0892, loss: 2.4452 2022-06-04 22:26:41,321 - mmdet - INFO - Epoch [1][3350/7330] lr: 1.000e-04, eta: 4 days, 11:34:30, time: 1.422, data_time: 0.016, memory: 63443, loss_rpn_cls: 0.0891, loss_rpn_bbox: 0.0541, loss_semantic_seg: 0.4860, s0.loss_cls: 0.4254, s0.acc: 89.9341, s0.loss_bbox: 0.1854, s0.loss_mask: 0.4046, s1.loss_cls: 0.1840, s1.acc: 91.0949, s1.loss_bbox: 0.1410, s1.loss_mask: 0.1873, s2.loss_cls: 0.0741, s2.acc: 92.8060, s2.loss_bbox: 0.0600, s2.loss_mask: 0.0880, loss: 2.3791 2022-06-04 22:27:52,419 - mmdet - INFO - Epoch [1][3400/7330] lr: 1.000e-04, eta: 4 days, 11:29:08, time: 1.422, data_time: 0.015, memory: 63443, loss_rpn_cls: 0.0865, loss_rpn_bbox: 0.0515, loss_semantic_seg: 0.4623, s0.loss_cls: 0.4218, s0.acc: 89.8062, s0.loss_bbox: 0.1815, s0.loss_mask: 0.4006, s1.loss_cls: 0.1827, s1.acc: 90.9151, s1.loss_bbox: 0.1404, s1.loss_mask: 0.1869, s2.loss_cls: 0.0742, s2.acc: 92.5595, s2.loss_bbox: 0.0606, s2.loss_mask: 0.0877, loss: 2.3368 2022-06-04 22:29:03,509 - mmdet - INFO - Epoch [1][3450/7330] lr: 1.000e-04, eta: 4 days, 11:23:54, time: 1.422, data_time: 0.014, memory: 63443, loss_rpn_cls: 0.0830, loss_rpn_bbox: 0.0491, loss_semantic_seg: 0.4860, s0.loss_cls: 0.4225, s0.acc: 89.7327, s0.loss_bbox: 0.1872, s0.loss_mask: 0.3958, s1.loss_cls: 0.1794, s1.acc: 91.0550, s1.loss_bbox: 0.1402, s1.loss_mask: 0.1836, s2.loss_cls: 0.0716, s2.acc: 92.9227, s2.loss_bbox: 0.0598, s2.loss_mask: 0.0853, loss: 2.3435 2022-06-04 22:30:14,464 - mmdet - INFO - Epoch [1][3500/7330] lr: 1.000e-04, eta: 4 days, 11:18:36, time: 1.419, data_time: 0.013, memory: 63443, loss_rpn_cls: 0.0825, loss_rpn_bbox: 0.0566, loss_semantic_seg: 0.4769, s0.loss_cls: 0.4196, s0.acc: 89.7935, s0.loss_bbox: 0.1883, s0.loss_mask: 0.4010, s1.loss_cls: 0.1797, s1.acc: 91.0767, s1.loss_bbox: 0.1419, s1.loss_mask: 0.1874, s2.loss_cls: 0.0740, s2.acc: 92.7277, s2.loss_bbox: 0.0616, s2.loss_mask: 0.0884, loss: 2.3577 2022-06-04 22:31:25,573 - mmdet - INFO - Epoch [1][3550/7330] lr: 1.000e-04, eta: 4 days, 11:13:36, time: 1.422, data_time: 0.016, memory: 63443, loss_rpn_cls: 0.0798, loss_rpn_bbox: 0.0549, loss_semantic_seg: 0.4714, s0.loss_cls: 0.4194, s0.acc: 89.8926, s0.loss_bbox: 0.1843, s0.loss_mask: 0.3875, s1.loss_cls: 0.1789, s1.acc: 91.1871, s1.loss_bbox: 0.1408, s1.loss_mask: 0.1797, s2.loss_cls: 0.0715, s2.acc: 92.8981, s2.loss_bbox: 0.0605, s2.loss_mask: 0.0841, loss: 2.3128 2022-06-04 22:32:37,282 - mmdet - INFO - Epoch [1][3600/7330] lr: 1.000e-04, eta: 4 days, 11:09:19, time: 1.432, data_time: 0.013, memory: 63443, loss_rpn_cls: 0.0897, loss_rpn_bbox: 0.0568, loss_semantic_seg: 0.4653, s0.loss_cls: 0.4319, s0.acc: 89.4500, s0.loss_bbox: 0.1921, s0.loss_mask: 0.3952, s1.loss_cls: 0.1869, s1.acc: 90.6931, s1.loss_bbox: 0.1474, s1.loss_mask: 0.1818, s2.loss_cls: 0.0761, s2.acc: 92.3835, s2.loss_bbox: 0.0632, s2.loss_mask: 0.0852, loss: 2.3715 2022-06-04 22:33:48,064 - mmdet - INFO - Epoch [1][3650/7330] lr: 1.000e-04, eta: 4 days, 11:04:15, time: 1.417, data_time: 0.016, memory: 63443, loss_rpn_cls: 0.0801, loss_rpn_bbox: 0.0506, loss_semantic_seg: 0.4562, s0.loss_cls: 0.4279, s0.acc: 89.3616, s0.loss_bbox: 0.1929, s0.loss_mask: 0.3850, s1.loss_cls: 0.1843, s1.acc: 90.6090, s1.loss_bbox: 0.1480, s1.loss_mask: 0.1765, s2.loss_cls: 0.0748, s2.acc: 92.2811, s2.loss_bbox: 0.0641, s2.loss_mask: 0.0817, loss: 2.3222 2022-06-04 22:34:59,071 - mmdet - INFO - Epoch [1][3700/7330] lr: 1.000e-04, eta: 4 days, 10:59:26, time: 1.420, data_time: 0.011, memory: 63443, loss_rpn_cls: 0.0830, loss_rpn_bbox: 0.0540, loss_semantic_seg: 0.4487, s0.loss_cls: 0.4174, s0.acc: 89.4595, s0.loss_bbox: 0.1929, s0.loss_mask: 0.3779, s1.loss_cls: 0.1799, s1.acc: 90.7902, s1.loss_bbox: 0.1470, s1.loss_mask: 0.1737, s2.loss_cls: 0.0736, s2.acc: 92.4111, s2.loss_bbox: 0.0654, s2.loss_mask: 0.0806, loss: 2.2940 2022-06-04 22:36:10,517 - mmdet - INFO - Epoch [1][3750/7330] lr: 1.000e-04, eta: 4 days, 10:55:14, time: 1.429, data_time: 0.015, memory: 63443, loss_rpn_cls: 0.0826, loss_rpn_bbox: 0.0530, loss_semantic_seg: 0.4523, s0.loss_cls: 0.4214, s0.acc: 89.4253, s0.loss_bbox: 0.1897, s0.loss_mask: 0.3782, s1.loss_cls: 0.1847, s1.acc: 90.5526, s1.loss_bbox: 0.1498, s1.loss_mask: 0.1753, s2.loss_cls: 0.0759, s2.acc: 92.1595, s2.loss_bbox: 0.0663, s2.loss_mask: 0.0817, loss: 2.3109 2022-06-04 22:37:21,483 - mmdet - INFO - Epoch [1][3800/7330] lr: 1.000e-04, eta: 4 days, 10:50:31, time: 1.419, data_time: 0.018, memory: 63443, loss_rpn_cls: 0.0787, loss_rpn_bbox: 0.0548, loss_semantic_seg: 0.4576, s0.loss_cls: 0.4101, s0.acc: 89.5913, s0.loss_bbox: 0.1907, s0.loss_mask: 0.3772, s1.loss_cls: 0.1784, s1.acc: 90.7103, s1.loss_bbox: 0.1487, s1.loss_mask: 0.1739, s2.loss_cls: 0.0742, s2.acc: 92.1721, s2.loss_bbox: 0.0671, s2.loss_mask: 0.0809, loss: 2.2923 2022-06-04 22:38:32,771 - mmdet - INFO - Epoch [1][3850/7330] lr: 1.000e-04, eta: 4 days, 10:46:19, time: 1.426, data_time: 0.015, memory: 63443, loss_rpn_cls: 0.0797, loss_rpn_bbox: 0.0546, loss_semantic_seg: 0.4410, s0.loss_cls: 0.4120, s0.acc: 89.7227, s0.loss_bbox: 0.1868, s0.loss_mask: 0.3791, s1.loss_cls: 0.1780, s1.acc: 90.9309, s1.loss_bbox: 0.1449, s1.loss_mask: 0.1746, s2.loss_cls: 0.0738, s2.acc: 92.3787, s2.loss_bbox: 0.0653, s2.loss_mask: 0.0810, loss: 2.2708 2022-06-04 22:39:43,758 - mmdet - INFO - Epoch [1][3900/7330] lr: 1.000e-04, eta: 4 days, 10:41:50, time: 1.420, data_time: 0.012, memory: 63443, loss_rpn_cls: 0.0716, loss_rpn_bbox: 0.0488, loss_semantic_seg: 0.4451, s0.loss_cls: 0.4044, s0.acc: 89.7515, s0.loss_bbox: 0.1858, s0.loss_mask: 0.3716, s1.loss_cls: 0.1763, s1.acc: 90.9241, s1.loss_bbox: 0.1476, s1.loss_mask: 0.1702, s2.loss_cls: 0.0729, s2.acc: 92.4101, s2.loss_bbox: 0.0674, s2.loss_mask: 0.0788, loss: 2.2405 2022-06-04 22:40:54,722 - mmdet - INFO - Epoch [1][3950/7330] lr: 1.000e-04, eta: 4 days, 10:37:25, time: 1.419, data_time: 0.016, memory: 63443, loss_rpn_cls: 0.0741, loss_rpn_bbox: 0.0512, loss_semantic_seg: 0.4314, s0.loss_cls: 0.4132, s0.acc: 89.3955, s0.loss_bbox: 0.1898, s0.loss_mask: 0.3796, s1.loss_cls: 0.1820, s1.acc: 90.4390, s1.loss_bbox: 0.1538, s1.loss_mask: 0.1740, s2.loss_cls: 0.0761, s2.acc: 91.9942, s2.loss_bbox: 0.0698, s2.loss_mask: 0.0809, loss: 2.2759 2022-06-04 22:42:06,814 - mmdet - INFO - Exp name: htc++_beit_adapter_v2_large_fpn_3x_coco.py 2022-06-04 22:42:06,817 - mmdet - INFO - Epoch [1][4000/7330] lr: 1.000e-04, eta: 4 days, 10:34:18, time: 1.442, data_time: 0.019, memory: 63443, loss_rpn_cls: 0.0743, loss_rpn_bbox: 0.0517, loss_semantic_seg: 0.4365, s0.loss_cls: 0.4069, s0.acc: 89.5542, s0.loss_bbox: 0.1860, s0.loss_mask: 0.3664, s1.loss_cls: 0.1809, s1.acc: 90.5437, s1.loss_bbox: 0.1494, s1.loss_mask: 0.1684, s2.loss_cls: 0.0762, s2.acc: 91.9660, s2.loss_bbox: 0.0693, s2.loss_mask: 0.0781, loss: 2.2443 2022-06-04 22:43:18,569 - mmdet - INFO - Epoch [1][4050/7330] lr: 1.000e-04, eta: 4 days, 10:30:52, time: 1.435, data_time: 0.016, memory: 63443, loss_rpn_cls: 0.0760, loss_rpn_bbox: 0.0527, loss_semantic_seg: 0.4242, s0.loss_cls: 0.4048, s0.acc: 89.3787, s0.loss_bbox: 0.1879, s0.loss_mask: 0.3594, s1.loss_cls: 0.1774, s1.acc: 90.4400, s1.loss_bbox: 0.1517, s1.loss_mask: 0.1665, s2.loss_cls: 0.0752, s2.acc: 91.8148, s2.loss_bbox: 0.0715, s2.loss_mask: 0.0772, loss: 2.2245 2022-06-04 22:44:31,073 - mmdet - INFO - Epoch [1][4100/7330] lr: 1.000e-04, eta: 4 days, 10:28:17, time: 1.450, data_time: 0.014, memory: 63443, loss_rpn_cls: 0.0760, loss_rpn_bbox: 0.0524, loss_semantic_seg: 0.4178, s0.loss_cls: 0.4123, s0.acc: 88.9866, s0.loss_bbox: 0.2005, s0.loss_mask: 0.3628, s1.loss_cls: 0.1806, s1.acc: 90.1413, s1.loss_bbox: 0.1587, s1.loss_mask: 0.1672, s2.loss_cls: 0.0770, s2.acc: 91.4632, s2.loss_bbox: 0.0727, s2.loss_mask: 0.0779, loss: 2.2558 2022-06-04 22:45:42,745 - mmdet - INFO - Epoch [1][4150/7330] lr: 1.000e-04, eta: 4 days, 10:24:47, time: 1.432, data_time: 0.016, memory: 63443, loss_rpn_cls: 0.0697, loss_rpn_bbox: 0.0496, loss_semantic_seg: 0.4022, s0.loss_cls: 0.3905, s0.acc: 89.3384, s0.loss_bbox: 0.1913, s0.loss_mask: 0.3555, s1.loss_cls: 0.1721, s1.acc: 90.3890, s1.loss_bbox: 0.1538, s1.loss_mask: 0.1632, s2.loss_cls: 0.0734, s2.acc: 91.6949, s2.loss_bbox: 0.0736, s2.loss_mask: 0.0756, loss: 2.1704 2022-06-04 22:46:53,961 - mmdet - INFO - Epoch [1][4200/7330] lr: 1.000e-04, eta: 4 days, 10:21:01, time: 1.426, data_time: 0.018, memory: 63443, loss_rpn_cls: 0.0673, loss_rpn_bbox: 0.0502, loss_semantic_seg: 0.4158, s0.loss_cls: 0.3790, s0.acc: 89.7935, s0.loss_bbox: 0.1829, s0.loss_mask: 0.3550, s1.loss_cls: 0.1703, s1.acc: 90.5321, s1.loss_bbox: 0.1520, s1.loss_mask: 0.1639, s2.loss_cls: 0.0729, s2.acc: 91.6365, s2.loss_bbox: 0.0730, s2.loss_mask: 0.0762, loss: 2.1585 2022-06-04 22:48:05,651 - mmdet - INFO - Epoch [1][4250/7330] lr: 1.000e-04, eta: 4 days, 10:17:43, time: 1.434, data_time: 0.018, memory: 63901, loss_rpn_cls: 0.0693, loss_rpn_bbox: 0.0499, loss_semantic_seg: 0.4052, s0.loss_cls: 0.3875, s0.acc: 89.5862, s0.loss_bbox: 0.1828, s0.loss_mask: 0.3532, s1.loss_cls: 0.1735, s1.acc: 90.4817, s1.loss_bbox: 0.1522, s1.loss_mask: 0.1618, s2.loss_cls: 0.0754, s2.acc: 91.4634, s2.loss_bbox: 0.0752, s2.loss_mask: 0.0764, loss: 2.1624 2022-06-04 22:49:17,827 - mmdet - INFO - Epoch [1][4300/7330] lr: 1.000e-04, eta: 4 days, 10:14:58, time: 1.444, data_time: 0.014, memory: 63901, loss_rpn_cls: 0.0694, loss_rpn_bbox: 0.0525, loss_semantic_seg: 0.3939, s0.loss_cls: 0.3737, s0.acc: 89.5061, s0.loss_bbox: 0.1826, s0.loss_mask: 0.3430, s1.loss_cls: 0.1689, s1.acc: 90.3699, s1.loss_bbox: 0.1570, s1.loss_mask: 0.1586, s2.loss_cls: 0.0736, s2.acc: 91.4852, s2.loss_bbox: 0.0781, s2.loss_mask: 0.0742, loss: 2.1255 2022-06-04 22:50:30,256 - mmdet - INFO - Epoch [1][4350/7330] lr: 1.000e-04, eta: 4 days, 10:12:30, time: 1.448, data_time: 0.014, memory: 64727, loss_rpn_cls: 0.0716, loss_rpn_bbox: 0.0510, loss_semantic_seg: 0.4023, s0.loss_cls: 0.3657, s0.acc: 89.7053, s0.loss_bbox: 0.1806, s0.loss_mask: 0.3459, s1.loss_cls: 0.1657, s1.acc: 90.5320, s1.loss_bbox: 0.1543, s1.loss_mask: 0.1595, s2.loss_cls: 0.0727, s2.acc: 91.5535, s2.loss_bbox: 0.0755, s2.loss_mask: 0.0745, loss: 2.1193 2022-06-04 22:51:41,570 - mmdet - INFO - Epoch [1][4400/7330] lr: 1.000e-04, eta: 4 days, 10:08:58, time: 1.426, data_time: 0.014, memory: 64727, loss_rpn_cls: 0.0679, loss_rpn_bbox: 0.0492, loss_semantic_seg: 0.3865, s0.loss_cls: 0.3770, s0.acc: 89.3591, s0.loss_bbox: 0.1847, s0.loss_mask: 0.3468, s1.loss_cls: 0.1709, s1.acc: 90.1524, s1.loss_bbox: 0.1570, s1.loss_mask: 0.1591, s2.loss_cls: 0.0741, s2.acc: 91.3831, s2.loss_bbox: 0.0784, s2.loss_mask: 0.0734, loss: 2.1252 2022-06-04 22:52:53,978 - mmdet - INFO - Epoch [1][4450/7330] lr: 1.000e-04, eta: 4 days, 10:06:32, time: 1.448, data_time: 0.013, memory: 64727, loss_rpn_cls: 0.0655, loss_rpn_bbox: 0.0481, loss_semantic_seg: 0.3821, s0.loss_cls: 0.3764, s0.acc: 89.5234, s0.loss_bbox: 0.1861, s0.loss_mask: 0.3400, s1.loss_cls: 0.1705, s1.acc: 90.2959, s1.loss_bbox: 0.1563, s1.loss_mask: 0.1559, s2.loss_cls: 0.0749, s2.acc: 91.3524, s2.loss_bbox: 0.0781, s2.loss_mask: 0.0727, loss: 2.1066 2022-06-04 22:54:07,086 - mmdet - INFO - Epoch [1][4500/7330] lr: 1.000e-04, eta: 4 days, 10:04:49, time: 1.462, data_time: 0.016, memory: 64727, loss_rpn_cls: 0.0685, loss_rpn_bbox: 0.0511, loss_semantic_seg: 0.3764, s0.loss_cls: 0.3682, s0.acc: 89.4399, s0.loss_bbox: 0.1854, s0.loss_mask: 0.3345, s1.loss_cls: 0.1697, s1.acc: 90.1056, s1.loss_bbox: 0.1595, s1.loss_mask: 0.1533, s2.loss_cls: 0.0755, s2.acc: 91.0288, s2.loss_bbox: 0.0790, s2.loss_mask: 0.0710, loss: 2.0922 2022-06-04 22:55:18,779 - mmdet - INFO - Epoch [1][4550/7330] lr: 1.000e-04, eta: 4 days, 10:01:46, time: 1.434, data_time: 0.013, memory: 64727, loss_rpn_cls: 0.0676, loss_rpn_bbox: 0.0512, loss_semantic_seg: 0.3749, s0.loss_cls: 0.3740, s0.acc: 89.4851, s0.loss_bbox: 0.1857, s0.loss_mask: 0.3382, s1.loss_cls: 0.1684, s1.acc: 90.3451, s1.loss_bbox: 0.1558, s1.loss_mask: 0.1572, s2.loss_cls: 0.0746, s2.acc: 91.2245, s2.loss_bbox: 0.0790, s2.loss_mask: 0.0737, loss: 2.1003 2022-06-04 22:56:30,836 - mmdet - INFO - Epoch [1][4600/7330] lr: 1.000e-04, eta: 4 days, 9:59:05, time: 1.441, data_time: 0.019, memory: 64727, loss_rpn_cls: 0.0606, loss_rpn_bbox: 0.0485, loss_semantic_seg: 0.3850, s0.loss_cls: 0.3560, s0.acc: 89.9221, s0.loss_bbox: 0.1784, s0.loss_mask: 0.3257, s1.loss_cls: 0.1621, s1.acc: 90.6435, s1.loss_bbox: 0.1567, s1.loss_mask: 0.1515, s2.loss_cls: 0.0721, s2.acc: 91.5045, s2.loss_bbox: 0.0788, s2.loss_mask: 0.0712, loss: 2.0467 2022-06-04 22:57:43,251 - mmdet - INFO - Epoch [1][4650/7330] lr: 1.000e-04, eta: 4 days, 9:56:47, time: 1.448, data_time: 0.014, memory: 64727, loss_rpn_cls: 0.0679, loss_rpn_bbox: 0.0501, loss_semantic_seg: 0.3673, s0.loss_cls: 0.3548, s0.acc: 89.7588, s0.loss_bbox: 0.1757, s0.loss_mask: 0.3259, s1.loss_cls: 0.1618, s1.acc: 90.5612, s1.loss_bbox: 0.1540, s1.loss_mask: 0.1500, s2.loss_cls: 0.0729, s2.acc: 91.3450, s2.loss_bbox: 0.0798, s2.loss_mask: 0.0698, loss: 2.0300 2022-06-04 22:58:54,676 - mmdet - INFO - Epoch [1][4700/7330] lr: 1.000e-04, eta: 4 days, 9:53:36, time: 1.429, data_time: 0.014, memory: 64727, loss_rpn_cls: 0.0646, loss_rpn_bbox: 0.0493, loss_semantic_seg: 0.3721, s0.loss_cls: 0.3658, s0.acc: 89.5042, s0.loss_bbox: 0.1815, s0.loss_mask: 0.3305, s1.loss_cls: 0.1656, s1.acc: 90.3855, s1.loss_bbox: 0.1538, s1.loss_mask: 0.1519, s2.loss_cls: 0.0738, s2.acc: 91.3143, s2.loss_bbox: 0.0777, s2.loss_mask: 0.0706, loss: 2.0572 2022-06-04 23:00:07,440 - mmdet - INFO - Epoch [1][4750/7330] lr: 1.000e-04, eta: 4 days, 9:51:40, time: 1.455, data_time: 0.015, memory: 64727, loss_rpn_cls: 0.0635, loss_rpn_bbox: 0.0519, loss_semantic_seg: 0.3753, s0.loss_cls: 0.3653, s0.acc: 89.4392, s0.loss_bbox: 0.1841, s0.loss_mask: 0.3333, s1.loss_cls: 0.1663, s1.acc: 90.2202, s1.loss_bbox: 0.1565, s1.loss_mask: 0.1533, s2.loss_cls: 0.0750, s2.acc: 90.9864, s2.loss_bbox: 0.0808, s2.loss_mask: 0.0715, loss: 2.0769 2022-06-04 23:01:19,312 - mmdet - INFO - Epoch [1][4800/7330] lr: 1.000e-04, eta: 4 days, 9:48:52, time: 1.436, data_time: 0.019, memory: 64727, loss_rpn_cls: 0.0670, loss_rpn_bbox: 0.0499, loss_semantic_seg: 0.3661, s0.loss_cls: 0.3618, s0.acc: 89.5247, s0.loss_bbox: 0.1808, s0.loss_mask: 0.3308, s1.loss_cls: 0.1643, s1.acc: 90.4225, s1.loss_bbox: 0.1517, s1.loss_mask: 0.1524, s2.loss_cls: 0.0733, s2.acc: 91.3024, s2.loss_bbox: 0.0781, s2.loss_mask: 0.0714, loss: 2.0476 2022-06-04 23:02:30,796 - mmdet - INFO - Epoch [1][4850/7330] lr: 1.000e-04, eta: 4 days, 9:45:54, time: 1.431, data_time: 0.016, memory: 64727, loss_rpn_cls: 0.0530, loss_rpn_bbox: 0.0444, loss_semantic_seg: 0.3615, s0.loss_cls: 0.3352, s0.acc: 90.2483, s0.loss_bbox: 0.1673, s0.loss_mask: 0.3092, s1.loss_cls: 0.1555, s1.acc: 90.7871, s1.loss_bbox: 0.1480, s1.loss_mask: 0.1429, s2.loss_cls: 0.0708, s2.acc: 91.3313, s2.loss_bbox: 0.0774, s2.loss_mask: 0.0658, loss: 1.9310 2022-06-04 23:03:42,486 - mmdet - INFO - Epoch [1][4900/7330] lr: 1.000e-04, eta: 4 days, 9:43:05, time: 1.434, data_time: 0.012, memory: 64727, loss_rpn_cls: 0.0595, loss_rpn_bbox: 0.0476, loss_semantic_seg: 0.3679, s0.loss_cls: 0.3475, s0.acc: 89.9504, s0.loss_bbox: 0.1751, s0.loss_mask: 0.3159, s1.loss_cls: 0.1616, s1.acc: 90.5525, s1.loss_bbox: 0.1551, s1.loss_mask: 0.1462, s2.loss_cls: 0.0723, s2.acc: 91.3159, s2.loss_bbox: 0.0806, s2.loss_mask: 0.0686, loss: 1.9980 2022-06-04 23:04:53,835 - mmdet - INFO - Epoch [1][4950/7330] lr: 1.000e-04, eta: 4 days, 9:40:01, time: 1.427, data_time: 0.015, memory: 64727, loss_rpn_cls: 0.0587, loss_rpn_bbox: 0.0452, loss_semantic_seg: 0.3538, s0.loss_cls: 0.3420, s0.acc: 89.9116, s0.loss_bbox: 0.1704, s0.loss_mask: 0.3117, s1.loss_cls: 0.1569, s1.acc: 90.6543, s1.loss_bbox: 0.1525, s1.loss_mask: 0.1434, s2.loss_cls: 0.0712, s2.acc: 91.4133, s2.loss_bbox: 0.0804, s2.loss_mask: 0.0667, loss: 1.9529 2022-06-04 23:06:05,692 - mmdet - INFO - Exp name: htc++_beit_adapter_v2_large_fpn_3x_coco.py 2022-06-04 23:06:05,694 - mmdet - INFO - Epoch [1][5000/7330] lr: 1.000e-04, eta: 4 days, 9:37:24, time: 1.437, data_time: 0.017, memory: 64727, loss_rpn_cls: 0.0607, loss_rpn_bbox: 0.0481, loss_semantic_seg: 0.3548, s0.loss_cls: 0.3479, s0.acc: 89.7256, s0.loss_bbox: 0.1781, s0.loss_mask: 0.3168, s1.loss_cls: 0.1603, s1.acc: 90.3877, s1.loss_bbox: 0.1588, s1.loss_mask: 0.1447, s2.loss_cls: 0.0734, s2.acc: 91.0941, s2.loss_bbox: 0.0823, s2.loss_mask: 0.0672, loss: 1.9933 2022-06-04 23:07:17,813 - mmdet - INFO - Epoch [1][5050/7330] lr: 1.000e-04, eta: 4 days, 9:35:03, time: 1.442, data_time: 0.012, memory: 64727, loss_rpn_cls: 0.0537, loss_rpn_bbox: 0.0432, loss_semantic_seg: 0.3483, s0.loss_cls: 0.3341, s0.acc: 90.2283, s0.loss_bbox: 0.1717, s0.loss_mask: 0.3170, s1.loss_cls: 0.1543, s1.acc: 90.9520, s1.loss_bbox: 0.1517, s1.loss_mask: 0.1465, s2.loss_cls: 0.0708, s2.acc: 91.5496, s2.loss_bbox: 0.0792, s2.loss_mask: 0.0683, loss: 1.9388 2022-06-04 23:08:29,510 - mmdet - INFO - Epoch [1][5100/7330] lr: 1.000e-04, eta: 4 days, 9:32:22, time: 1.434, data_time: 0.016, memory: 64727, loss_rpn_cls: 0.0611, loss_rpn_bbox: 0.0454, loss_semantic_seg: 0.3611, s0.loss_cls: 0.3430, s0.acc: 89.9241, s0.loss_bbox: 0.1772, s0.loss_mask: 0.3192, s1.loss_cls: 0.1589, s1.acc: 90.5163, s1.loss_bbox: 0.1550, s1.loss_mask: 0.1469, s2.loss_cls: 0.0716, s2.acc: 91.3302, s2.loss_bbox: 0.0818, s2.loss_mask: 0.0682, loss: 1.9893 2022-06-04 23:09:41,885 - mmdet - INFO - Epoch [1][5150/7330] lr: 1.000e-04, eta: 4 days, 9:30:17, time: 1.448, data_time: 0.016, memory: 64727, loss_rpn_cls: 0.0583, loss_rpn_bbox: 0.0485, loss_semantic_seg: 0.3608, s0.loss_cls: 0.3467, s0.acc: 89.7861, s0.loss_bbox: 0.1772, s0.loss_mask: 0.3183, s1.loss_cls: 0.1600, s1.acc: 90.4663, s1.loss_bbox: 0.1574, s1.loss_mask: 0.1471, s2.loss_cls: 0.0720, s2.acc: 91.2858, s2.loss_bbox: 0.0806, s2.loss_mask: 0.0687, loss: 1.9956 2022-06-04 23:10:54,157 - mmdet - INFO - Epoch [1][5200/7330] lr: 1.000e-04, eta: 4 days, 9:28:06, time: 1.445, data_time: 0.017, memory: 64727, loss_rpn_cls: 0.0628, loss_rpn_bbox: 0.0479, loss_semantic_seg: 0.3601, s0.loss_cls: 0.3416, s0.acc: 89.8191, s0.loss_bbox: 0.1741, s0.loss_mask: 0.3216, s1.loss_cls: 0.1567, s1.acc: 90.4969, s1.loss_bbox: 0.1528, s1.loss_mask: 0.1471, s2.loss_cls: 0.0716, s2.acc: 91.1709, s2.loss_bbox: 0.0806, s2.loss_mask: 0.0679, loss: 1.9848 2022-06-04 23:12:07,132 - mmdet - INFO - Epoch [1][5250/7330] lr: 1.000e-04, eta: 4 days, 9:26:32, time: 1.460, data_time: 0.018, memory: 64727, loss_rpn_cls: 0.0565, loss_rpn_bbox: 0.0480, loss_semantic_seg: 0.3398, s0.loss_cls: 0.3320, s0.acc: 89.8982, s0.loss_bbox: 0.1717, s0.loss_mask: 0.3101, s1.loss_cls: 0.1546, s1.acc: 90.5096, s1.loss_bbox: 0.1535, s1.loss_mask: 0.1437, s2.loss_cls: 0.0707, s2.acc: 91.1839, s2.loss_bbox: 0.0820, s2.loss_mask: 0.0672, loss: 1.9297 2022-06-04 23:13:18,855 - mmdet - INFO - Epoch [1][5300/7330] lr: 1.000e-04, eta: 4 days, 9:23:59, time: 1.435, data_time: 0.013, memory: 64727, loss_rpn_cls: 0.0587, loss_rpn_bbox: 0.0461, loss_semantic_seg: 0.3406, s0.loss_cls: 0.3262, s0.acc: 90.0559, s0.loss_bbox: 0.1754, s0.loss_mask: 0.3127, s1.loss_cls: 0.1513, s1.acc: 90.6902, s1.loss_bbox: 0.1558, s1.loss_mask: 0.1450, s2.loss_cls: 0.0699, s2.acc: 91.1976, s2.loss_bbox: 0.0828, s2.loss_mask: 0.0675, loss: 1.9320 2022-06-04 23:14:30,636 - mmdet - INFO - Epoch [1][5350/7330] lr: 1.000e-04, eta: 4 days, 9:21:28, time: 1.436, data_time: 0.015, memory: 64727, loss_rpn_cls: 0.0611, loss_rpn_bbox: 0.0475, loss_semantic_seg: 0.3389, s0.loss_cls: 0.3470, s0.acc: 89.6902, s0.loss_bbox: 0.1777, s0.loss_mask: 0.3103, s1.loss_cls: 0.1600, s1.acc: 90.2311, s1.loss_bbox: 0.1585, s1.loss_mask: 0.1435, s2.loss_cls: 0.0735, s2.acc: 90.7606, s2.loss_bbox: 0.0847, s2.loss_mask: 0.0671, loss: 1.9697 2022-06-04 23:15:42,562 - mmdet - INFO - Epoch [1][5400/7330] lr: 1.000e-04, eta: 4 days, 9:19:07, time: 1.439, data_time: 0.019, memory: 64727, loss_rpn_cls: 0.0567, loss_rpn_bbox: 0.0471, loss_semantic_seg: 0.3408, s0.loss_cls: 0.3390, s0.acc: 89.7939, s0.loss_bbox: 0.1777, s0.loss_mask: 0.3096, s1.loss_cls: 0.1557, s1.acc: 90.5822, s1.loss_bbox: 0.1573, s1.loss_mask: 0.1424, s2.loss_cls: 0.0716, s2.acc: 91.1555, s2.loss_bbox: 0.0819, s2.loss_mask: 0.0667, loss: 1.9466 2022-06-04 23:16:54,952 - mmdet - INFO - Epoch [1][5450/7330] lr: 1.000e-04, eta: 4 days, 9:17:08, time: 1.448, data_time: 0.014, memory: 64727, loss_rpn_cls: 0.0542, loss_rpn_bbox: 0.0462, loss_semantic_seg: 0.3278, s0.loss_cls: 0.3370, s0.acc: 89.7456, s0.loss_bbox: 0.1757, s0.loss_mask: 0.3125, s1.loss_cls: 0.1570, s1.acc: 90.2936, s1.loss_bbox: 0.1584, s1.loss_mask: 0.1449, s2.loss_cls: 0.0726, s2.acc: 90.8566, s2.loss_bbox: 0.0847, s2.loss_mask: 0.0670, loss: 1.9378 2022-06-04 23:18:06,877 - mmdet - INFO - Epoch [1][5500/7330] lr: 1.000e-04, eta: 4 days, 9:14:49, time: 1.438, data_time: 0.015, memory: 64727, loss_rpn_cls: 0.0594, loss_rpn_bbox: 0.0478, loss_semantic_seg: 0.3330, s0.loss_cls: 0.3310, s0.acc: 90.0022, s0.loss_bbox: 0.1724, s0.loss_mask: 0.3116, s1.loss_cls: 0.1535, s1.acc: 90.7262, s1.loss_bbox: 0.1527, s1.loss_mask: 0.1430, s2.loss_cls: 0.0714, s2.acc: 91.2053, s2.loss_bbox: 0.0811, s2.loss_mask: 0.0664, loss: 1.9232 2022-06-04 23:19:19,011 - mmdet - INFO - Epoch [1][5550/7330] lr: 1.000e-04, eta: 4 days, 9:12:40, time: 1.443, data_time: 0.017, memory: 64727, loss_rpn_cls: 0.0517, loss_rpn_bbox: 0.0447, loss_semantic_seg: 0.3401, s0.loss_cls: 0.3299, s0.acc: 90.1316, s0.loss_bbox: 0.1689, s0.loss_mask: 0.3048, s1.loss_cls: 0.1521, s1.acc: 90.7461, s1.loss_bbox: 0.1518, s1.loss_mask: 0.1399, s2.loss_cls: 0.0697, s2.acc: 91.2699, s2.loss_bbox: 0.0825, s2.loss_mask: 0.0652, loss: 1.9014 2022-06-04 23:20:31,178 - mmdet - INFO - Epoch [1][5600/7330] lr: 1.000e-04, eta: 4 days, 9:10:34, time: 1.443, data_time: 0.017, memory: 64727, loss_rpn_cls: 0.0549, loss_rpn_bbox: 0.0473, loss_semantic_seg: 0.3412, s0.loss_cls: 0.3426, s0.acc: 89.6309, s0.loss_bbox: 0.1784, s0.loss_mask: 0.3073, s1.loss_cls: 0.1590, s1.acc: 90.3313, s1.loss_bbox: 0.1581, s1.loss_mask: 0.1410, s2.loss_cls: 0.0734, s2.acc: 90.9486, s2.loss_bbox: 0.0843, s2.loss_mask: 0.0655, loss: 1.9529 2022-06-04 23:21:43,627 - mmdet - INFO - Epoch [1][5650/7330] lr: 1.000e-04, eta: 4 days, 9:08:42, time: 1.449, data_time: 0.015, memory: 64727, loss_rpn_cls: 0.0563, loss_rpn_bbox: 0.0477, loss_semantic_seg: 0.3410, s0.loss_cls: 0.3327, s0.acc: 89.8057, s0.loss_bbox: 0.1728, s0.loss_mask: 0.3043, s1.loss_cls: 0.1555, s1.acc: 90.4336, s1.loss_bbox: 0.1552, s1.loss_mask: 0.1399, s2.loss_cls: 0.0714, s2.acc: 91.0625, s2.loss_bbox: 0.0847, s2.loss_mask: 0.0653, loss: 1.9268 2022-06-04 23:22:55,186 - mmdet - INFO - Epoch [1][5700/7330] lr: 1.000e-04, eta: 4 days, 9:06:10, time: 1.431, data_time: 0.014, memory: 64727, loss_rpn_cls: 0.0560, loss_rpn_bbox: 0.0453, loss_semantic_seg: 0.3238, s0.loss_cls: 0.3131, s0.acc: 90.4456, s0.loss_bbox: 0.1658, s0.loss_mask: 0.3017, s1.loss_cls: 0.1460, s1.acc: 91.0021, s1.loss_bbox: 0.1521, s1.loss_mask: 0.1392, s2.loss_cls: 0.0681, s2.acc: 91.3944, s2.loss_bbox: 0.0830, s2.loss_mask: 0.0645, loss: 1.8586 2022-06-04 23:24:07,510 - mmdet - INFO - Epoch [1][5750/7330] lr: 1.000e-04, eta: 4 days, 9:04:13, time: 1.446, data_time: 0.015, memory: 64727, loss_rpn_cls: 0.0581, loss_rpn_bbox: 0.0473, loss_semantic_seg: 0.3357, s0.loss_cls: 0.3236, s0.acc: 90.0664, s0.loss_bbox: 0.1674, s0.loss_mask: 0.3061, s1.loss_cls: 0.1509, s1.acc: 90.7216, s1.loss_bbox: 0.1513, s1.loss_mask: 0.1417, s2.loss_cls: 0.0694, s2.acc: 91.3098, s2.loss_bbox: 0.0799, s2.loss_mask: 0.0659, loss: 1.8973 2022-06-04 23:25:19,163 - mmdet - INFO - Epoch [1][5800/7330] lr: 1.000e-04, eta: 4 days, 9:01:49, time: 1.433, data_time: 0.018, memory: 64727, loss_rpn_cls: 0.0490, loss_rpn_bbox: 0.0426, loss_semantic_seg: 0.3233, s0.loss_cls: 0.3105, s0.acc: 90.3486, s0.loss_bbox: 0.1676, s0.loss_mask: 0.3006, s1.loss_cls: 0.1447, s1.acc: 90.9417, s1.loss_bbox: 0.1544, s1.loss_mask: 0.1390, s2.loss_cls: 0.0672, s2.acc: 91.3241, s2.loss_bbox: 0.0852, s2.loss_mask: 0.0648, loss: 1.8489 2022-06-04 23:26:31,360 - mmdet - INFO - Epoch [1][5850/7330] lr: 1.000e-04, eta: 4 days, 8:59:49, time: 1.444, data_time: 0.017, memory: 64727, loss_rpn_cls: 0.0551, loss_rpn_bbox: 0.0481, loss_semantic_seg: 0.3258, s0.loss_cls: 0.3310, s0.acc: 89.8833, s0.loss_bbox: 0.1772, s0.loss_mask: 0.2983, s1.loss_cls: 0.1546, s1.acc: 90.4548, s1.loss_bbox: 0.1576, s1.loss_mask: 0.1369, s2.loss_cls: 0.0706, s2.acc: 91.0587, s2.loss_bbox: 0.0838, s2.loss_mask: 0.0634, loss: 1.9026 2022-06-04 23:27:43,572 - mmdet - INFO - Epoch [1][5900/7330] lr: 1.000e-04, eta: 4 days, 8:57:51, time: 1.444, data_time: 0.015, memory: 64727, loss_rpn_cls: 0.0555, loss_rpn_bbox: 0.0469, loss_semantic_seg: 0.3319, s0.loss_cls: 0.3330, s0.acc: 90.0244, s0.loss_bbox: 0.1699, s0.loss_mask: 0.3032, s1.loss_cls: 0.1543, s1.acc: 90.6605, s1.loss_bbox: 0.1529, s1.loss_mask: 0.1386, s2.loss_cls: 0.0713, s2.acc: 91.1596, s2.loss_bbox: 0.0832, s2.loss_mask: 0.0643, loss: 1.9048 2022-06-04 23:28:56,747 - mmdet - INFO - Epoch [1][5950/7330] lr: 1.000e-04, eta: 4 days, 8:56:33, time: 1.463, data_time: 0.015, memory: 64727, loss_rpn_cls: 0.0521, loss_rpn_bbox: 0.0457, loss_semantic_seg: 0.3298, s0.loss_cls: 0.3159, s0.acc: 90.1853, s0.loss_bbox: 0.1693, s0.loss_mask: 0.2893, s1.loss_cls: 0.1454, s1.acc: 90.9192, s1.loss_bbox: 0.1547, s1.loss_mask: 0.1331, s2.loss_cls: 0.0692, s2.acc: 91.2288, s2.loss_bbox: 0.0864, s2.loss_mask: 0.0616, loss: 1.8525 2022-06-04 23:30:08,918 - mmdet - INFO - Exp name: htc++_beit_adapter_v2_large_fpn_3x_coco.py 2022-06-04 23:30:08,921 - mmdet - INFO - Epoch [1][6000/7330] lr: 1.000e-04, eta: 4 days, 8:54:36, time: 1.444, data_time: 0.013, memory: 64727, loss_rpn_cls: 0.0521, loss_rpn_bbox: 0.0472, loss_semantic_seg: 0.3235, s0.loss_cls: 0.3161, s0.acc: 90.2693, s0.loss_bbox: 0.1716, s0.loss_mask: 0.2991, s1.loss_cls: 0.1481, s1.acc: 90.8877, s1.loss_bbox: 0.1574, s1.loss_mask: 0.1390, s2.loss_cls: 0.0692, s2.acc: 91.2414, s2.loss_bbox: 0.0852, s2.loss_mask: 0.0647, loss: 1.8732 2022-06-04 23:31:21,029 - mmdet - INFO - Epoch [1][6050/7330] lr: 1.000e-04, eta: 4 days, 8:52:35, time: 1.442, data_time: 0.018, memory: 64727, loss_rpn_cls: 0.0541, loss_rpn_bbox: 0.0464, loss_semantic_seg: 0.3205, s0.loss_cls: 0.3372, s0.acc: 89.6570, s0.loss_bbox: 0.1760, s0.loss_mask: 0.3074, s1.loss_cls: 0.1560, s1.acc: 90.2438, s1.loss_bbox: 0.1585, s1.loss_mask: 0.1409, s2.loss_cls: 0.0718, s2.acc: 90.8595, s2.loss_bbox: 0.0849, s2.loss_mask: 0.0652, loss: 1.9189 2022-06-04 23:32:33,276 - mmdet - INFO - Epoch [1][6100/7330] lr: 1.000e-04, eta: 4 days, 8:50:40, time: 1.445, data_time: 0.015, memory: 64727, loss_rpn_cls: 0.0539, loss_rpn_bbox: 0.0478, loss_semantic_seg: 0.3296, s0.loss_cls: 0.3228, s0.acc: 90.1357, s0.loss_bbox: 0.1695, s0.loss_mask: 0.2960, s1.loss_cls: 0.1489, s1.acc: 90.8439, s1.loss_bbox: 0.1515, s1.loss_mask: 0.1369, s2.loss_cls: 0.0691, s2.acc: 91.3463, s2.loss_bbox: 0.0829, s2.loss_mask: 0.0639, loss: 1.8728 2022-06-04 23:33:45,418 - mmdet - INFO - Epoch [1][6150/7330] lr: 1.000e-04, eta: 4 days, 8:48:42, time: 1.443, data_time: 0.016, memory: 64727, loss_rpn_cls: 0.0515, loss_rpn_bbox: 0.0472, loss_semantic_seg: 0.3236, s0.loss_cls: 0.3204, s0.acc: 90.0330, s0.loss_bbox: 0.1694, s0.loss_mask: 0.3032, s1.loss_cls: 0.1487, s1.acc: 90.7111, s1.loss_bbox: 0.1528, s1.loss_mask: 0.1409, s2.loss_cls: 0.0688, s2.acc: 91.1846, s2.loss_bbox: 0.0832, s2.loss_mask: 0.0654, loss: 1.8750 2022-06-04 23:34:57,364 - mmdet - INFO - Epoch [1][6200/7330] lr: 1.000e-04, eta: 4 days, 8:46:36, time: 1.438, data_time: 0.019, memory: 64727, loss_rpn_cls: 0.0559, loss_rpn_bbox: 0.0461, loss_semantic_seg: 0.3288, s0.loss_cls: 0.3283, s0.acc: 89.9990, s0.loss_bbox: 0.1678, s0.loss_mask: 0.2926, s1.loss_cls: 0.1517, s1.acc: 90.6918, s1.loss_bbox: 0.1508, s1.loss_mask: 0.1355, s2.loss_cls: 0.0707, s2.acc: 91.1968, s2.loss_bbox: 0.0819, s2.loss_mask: 0.0630, loss: 1.8730 2022-06-04 23:36:09,847 - mmdet - INFO - Epoch [1][6250/7330] lr: 1.000e-04, eta: 4 days, 8:44:55, time: 1.450, data_time: 0.015, memory: 64727, loss_rpn_cls: 0.0524, loss_rpn_bbox: 0.0463, loss_semantic_seg: 0.3301, s0.loss_cls: 0.3342, s0.acc: 89.8430, s0.loss_bbox: 0.1717, s0.loss_mask: 0.3009, s1.loss_cls: 0.1544, s1.acc: 90.5995, s1.loss_bbox: 0.1553, s1.loss_mask: 0.1387, s2.loss_cls: 0.0712, s2.acc: 91.0281, s2.loss_bbox: 0.0835, s2.loss_mask: 0.0636, loss: 1.9025 2022-06-04 23:37:22,057 - mmdet - INFO - Epoch [1][6300/7330] lr: 1.000e-04, eta: 4 days, 8:43:01, time: 1.444, data_time: 0.015, memory: 64727, loss_rpn_cls: 0.0485, loss_rpn_bbox: 0.0444, loss_semantic_seg: 0.3183, s0.loss_cls: 0.3224, s0.acc: 89.9768, s0.loss_bbox: 0.1683, s0.loss_mask: 0.2902, s1.loss_cls: 0.1515, s1.acc: 90.4679, s1.loss_bbox: 0.1520, s1.loss_mask: 0.1329, s2.loss_cls: 0.0708, s2.acc: 90.9788, s2.loss_bbox: 0.0827, s2.loss_mask: 0.0616, loss: 1.8436 2022-06-04 23:38:33,995 - mmdet - INFO - Epoch [1][6350/7330] lr: 1.000e-04, eta: 4 days, 8:40:58, time: 1.439, data_time: 0.012, memory: 64727, loss_rpn_cls: 0.0496, loss_rpn_bbox: 0.0424, loss_semantic_seg: 0.3221, s0.loss_cls: 0.3166, s0.acc: 90.2612, s0.loss_bbox: 0.1653, s0.loss_mask: 0.2899, s1.loss_cls: 0.1481, s1.acc: 90.8368, s1.loss_bbox: 0.1487, s1.loss_mask: 0.1336, s2.loss_cls: 0.0695, s2.acc: 91.2184, s2.loss_bbox: 0.0807, s2.loss_mask: 0.0617, loss: 1.8282 2022-06-04 23:39:46,355 - mmdet - INFO - Epoch [1][6400/7330] lr: 1.000e-04, eta: 4 days, 8:39:12, time: 1.447, data_time: 0.017, memory: 64727, loss_rpn_cls: 0.0492, loss_rpn_bbox: 0.0453, loss_semantic_seg: 0.3224, s0.loss_cls: 0.3295, s0.acc: 89.8132, s0.loss_bbox: 0.1729, s0.loss_mask: 0.2906, s1.loss_cls: 0.1532, s1.acc: 90.4023, s1.loss_bbox: 0.1577, s1.loss_mask: 0.1342, s2.loss_cls: 0.0722, s2.acc: 90.6980, s2.loss_bbox: 0.0862, s2.loss_mask: 0.0617, loss: 1.8751 2022-06-04 23:40:57,701 - mmdet - INFO - Epoch [1][6450/7330] lr: 1.000e-04, eta: 4 days, 8:36:47, time: 1.427, data_time: 0.013, memory: 64727, loss_rpn_cls: 0.0498, loss_rpn_bbox: 0.0444, loss_semantic_seg: 0.3150, s0.loss_cls: 0.3223, s0.acc: 90.1055, s0.loss_bbox: 0.1672, s0.loss_mask: 0.3003, s1.loss_cls: 0.1495, s1.acc: 90.8194, s1.loss_bbox: 0.1537, s1.loss_mask: 0.1372, s2.loss_cls: 0.0701, s2.acc: 91.1695, s2.loss_bbox: 0.0839, s2.loss_mask: 0.0640, loss: 1.8575 2022-06-04 23:42:10,865 - mmdet - INFO - Epoch [1][6500/7330] lr: 1.000e-04, eta: 4 days, 8:35:34, time: 1.463, data_time: 0.018, memory: 64727, loss_rpn_cls: 0.0535, loss_rpn_bbox: 0.0495, loss_semantic_seg: 0.3160, s0.loss_cls: 0.3164, s0.acc: 90.0005, s0.loss_bbox: 0.1719, s0.loss_mask: 0.2978, s1.loss_cls: 0.1467, s1.acc: 90.7512, s1.loss_bbox: 0.1554, s1.loss_mask: 0.1395, s2.loss_cls: 0.0688, s2.acc: 91.1697, s2.loss_bbox: 0.0857, s2.loss_mask: 0.0645, loss: 1.8659 2022-06-04 23:43:22,881 - mmdet - INFO - Epoch [1][6550/7330] lr: 1.000e-04, eta: 4 days, 8:33:36, time: 1.440, data_time: 0.018, memory: 64727, loss_rpn_cls: 0.0528, loss_rpn_bbox: 0.0445, loss_semantic_seg: 0.3158, s0.loss_cls: 0.3139, s0.acc: 90.4006, s0.loss_bbox: 0.1690, s0.loss_mask: 0.2943, s1.loss_cls: 0.1446, s1.acc: 91.0497, s1.loss_bbox: 0.1520, s1.loss_mask: 0.1358, s2.loss_cls: 0.0671, s2.acc: 91.4632, s2.loss_bbox: 0.0822, s2.loss_mask: 0.0625, loss: 1.8344 2022-06-04 23:44:35,401 - mmdet - INFO - Epoch [1][6600/7330] lr: 1.000e-04, eta: 4 days, 8:32:00, time: 1.451, data_time: 0.017, memory: 64727, loss_rpn_cls: 0.0520, loss_rpn_bbox: 0.0461, loss_semantic_seg: 0.3145, s0.loss_cls: 0.3202, s0.acc: 89.9792, s0.loss_bbox: 0.1706, s0.loss_mask: 0.2960, s1.loss_cls: 0.1484, s1.acc: 90.6680, s1.loss_bbox: 0.1563, s1.loss_mask: 0.1366, s2.loss_cls: 0.0689, s2.acc: 91.0867, s2.loss_bbox: 0.0854, s2.loss_mask: 0.0632, loss: 1.8582 2022-06-04 23:45:48,185 - mmdet - INFO - Epoch [1][6650/7330] lr: 1.000e-04, eta: 4 days, 8:30:32, time: 1.455, data_time: 0.019, memory: 64727, loss_rpn_cls: 0.0526, loss_rpn_bbox: 0.0483, loss_semantic_seg: 0.3160, s0.loss_cls: 0.3036, s0.acc: 90.3547, s0.loss_bbox: 0.1632, s0.loss_mask: 0.2982, s1.loss_cls: 0.1408, s1.acc: 91.0521, s1.loss_bbox: 0.1493, s1.loss_mask: 0.1382, s2.loss_cls: 0.0664, s2.acc: 91.3284, s2.loss_bbox: 0.0832, s2.loss_mask: 0.0642, loss: 1.8241 2022-06-04 23:47:00,111 - mmdet - INFO - Epoch [1][6700/7330] lr: 1.000e-04, eta: 4 days, 8:28:33, time: 1.439, data_time: 0.016, memory: 64727, loss_rpn_cls: 0.0527, loss_rpn_bbox: 0.0456, loss_semantic_seg: 0.3136, s0.loss_cls: 0.2974, s0.acc: 90.5293, s0.loss_bbox: 0.1642, s0.loss_mask: 0.2935, s1.loss_cls: 0.1382, s1.acc: 91.0769, s1.loss_bbox: 0.1521, s1.loss_mask: 0.1346, s2.loss_cls: 0.0655, s2.acc: 91.3686, s2.loss_bbox: 0.0820, s2.loss_mask: 0.0619, loss: 1.8013 2022-06-04 23:48:12,619 - mmdet - INFO - Epoch [1][6750/7330] lr: 1.000e-04, eta: 4 days, 8:26:56, time: 1.450, data_time: 0.017, memory: 64727, loss_rpn_cls: 0.0497, loss_rpn_bbox: 0.0430, loss_semantic_seg: 0.3060, s0.loss_cls: 0.3088, s0.acc: 90.1802, s0.loss_bbox: 0.1674, s0.loss_mask: 0.2929, s1.loss_cls: 0.1432, s1.acc: 90.8378, s1.loss_bbox: 0.1559, s1.loss_mask: 0.1350, s2.loss_cls: 0.0674, s2.acc: 91.0892, s2.loss_bbox: 0.0865, s2.loss_mask: 0.0622, loss: 1.8181 2022-06-04 23:49:25,180 - mmdet - INFO - Epoch [1][6800/7330] lr: 1.000e-04, eta: 4 days, 8:25:22, time: 1.451, data_time: 0.017, memory: 64727, loss_rpn_cls: 0.0511, loss_rpn_bbox: 0.0455, loss_semantic_seg: 0.3050, s0.loss_cls: 0.3142, s0.acc: 90.0974, s0.loss_bbox: 0.1675, s0.loss_mask: 0.2956, s1.loss_cls: 0.1461, s1.acc: 90.6423, s1.loss_bbox: 0.1538, s1.loss_mask: 0.1366, s2.loss_cls: 0.0686, s2.acc: 91.0473, s2.loss_bbox: 0.0827, s2.loss_mask: 0.0638, loss: 1.8304 2022-06-04 23:50:37,428 - mmdet - INFO - Epoch [1][6850/7330] lr: 1.000e-04, eta: 4 days, 8:23:37, time: 1.445, data_time: 0.014, memory: 64727, loss_rpn_cls: 0.0471, loss_rpn_bbox: 0.0420, loss_semantic_seg: 0.3205, s0.loss_cls: 0.3029, s0.acc: 90.5681, s0.loss_bbox: 0.1584, s0.loss_mask: 0.2872, s1.loss_cls: 0.1418, s1.acc: 91.1025, s1.loss_bbox: 0.1455, s1.loss_mask: 0.1333, s2.loss_cls: 0.0669, s2.acc: 91.4157, s2.loss_bbox: 0.0802, s2.loss_mask: 0.0618, loss: 1.7876 2022-06-04 23:51:49,033 - mmdet - INFO - Epoch [1][6900/7330] lr: 1.000e-04, eta: 4 days, 8:21:28, time: 1.432, data_time: 0.013, memory: 64727, loss_rpn_cls: 0.0511, loss_rpn_bbox: 0.0441, loss_semantic_seg: 0.3115, s0.loss_cls: 0.3250, s0.acc: 90.0142, s0.loss_bbox: 0.1661, s0.loss_mask: 0.2841, s1.loss_cls: 0.1514, s1.acc: 90.7002, s1.loss_bbox: 0.1524, s1.loss_mask: 0.1312, s2.loss_cls: 0.0714, s2.acc: 91.0860, s2.loss_bbox: 0.0856, s2.loss_mask: 0.0611, loss: 1.8351 2022-06-04 23:53:02,089 - mmdet - INFO - Epoch [1][6950/7330] lr: 1.000e-04, eta: 4 days, 8:20:13, time: 1.461, data_time: 0.016, memory: 64727, loss_rpn_cls: 0.0529, loss_rpn_bbox: 0.0467, loss_semantic_seg: 0.3076, s0.loss_cls: 0.3141, s0.acc: 90.1006, s0.loss_bbox: 0.1671, s0.loss_mask: 0.2881, s1.loss_cls: 0.1447, s1.acc: 90.7526, s1.loss_bbox: 0.1514, s1.loss_mask: 0.1321, s2.loss_cls: 0.0678, s2.acc: 91.2024, s2.loss_bbox: 0.0828, s2.loss_mask: 0.0611, loss: 1.8164 2022-06-04 23:54:14,555 - mmdet - INFO - Exp name: htc++_beit_adapter_v2_large_fpn_3x_coco.py 2022-06-04 23:54:14,562 - mmdet - INFO - Epoch [1][7000/7330] lr: 1.000e-04, eta: 4 days, 8:18:37, time: 1.449, data_time: 0.017, memory: 64727, loss_rpn_cls: 0.0472, loss_rpn_bbox: 0.0433, loss_semantic_seg: 0.3039, s0.loss_cls: 0.3103, s0.acc: 90.2683, s0.loss_bbox: 0.1618, s0.loss_mask: 0.2860, s1.loss_cls: 0.1463, s1.acc: 90.7427, s1.loss_bbox: 0.1499, s1.loss_mask: 0.1324, s2.loss_cls: 0.0691, s2.acc: 91.1461, s2.loss_bbox: 0.0843, s2.loss_mask: 0.0617, loss: 1.7962 2022-06-04 23:55:26,701 - mmdet - INFO - Epoch [1][7050/7330] lr: 1.000e-04, eta: 4 days, 8:16:49, time: 1.443, data_time: 0.016, memory: 64727, loss_rpn_cls: 0.0506, loss_rpn_bbox: 0.0434, loss_semantic_seg: 0.3191, s0.loss_cls: 0.3032, s0.acc: 90.4312, s0.loss_bbox: 0.1638, s0.loss_mask: 0.2801, s1.loss_cls: 0.1429, s1.acc: 90.9856, s1.loss_bbox: 0.1494, s1.loss_mask: 0.1277, s2.loss_cls: 0.0672, s2.acc: 91.2088, s2.loss_bbox: 0.0823, s2.loss_mask: 0.0589, loss: 1.7888 2022-06-04 23:56:39,849 - mmdet - INFO - Epoch [1][7100/7330] lr: 1.000e-04, eta: 4 days, 8:15:38, time: 1.463, data_time: 0.018, memory: 64727, loss_rpn_cls: 0.0509, loss_rpn_bbox: 0.0462, loss_semantic_seg: 0.3040, s0.loss_cls: 0.3064, s0.acc: 90.3965, s0.loss_bbox: 0.1641, s0.loss_mask: 0.2797, s1.loss_cls: 0.1434, s1.acc: 90.9274, s1.loss_bbox: 0.1519, s1.loss_mask: 0.1283, s2.loss_cls: 0.0680, s2.acc: 91.3823, s2.loss_bbox: 0.0842, s2.loss_mask: 0.0595, loss: 1.7866 2022-06-04 23:57:52,512 - mmdet - INFO - Epoch [1][7150/7330] lr: 1.000e-04, eta: 4 days, 8:14:10, time: 1.453, data_time: 0.017, memory: 64727, loss_rpn_cls: 0.0467, loss_rpn_bbox: 0.0418, loss_semantic_seg: 0.3086, s0.loss_cls: 0.3134, s0.acc: 90.1323, s0.loss_bbox: 0.1618, s0.loss_mask: 0.2767, s1.loss_cls: 0.1474, s1.acc: 90.7065, s1.loss_bbox: 0.1504, s1.loss_mask: 0.1282, s2.loss_cls: 0.0700, s2.acc: 91.0459, s2.loss_bbox: 0.0851, s2.loss_mask: 0.0593, loss: 1.7895 2022-06-04 23:59:05,021 - mmdet - INFO - Epoch [1][7200/7330] lr: 1.000e-04, eta: 4 days, 8:12:34, time: 1.448, data_time: 0.017, memory: 64727, loss_rpn_cls: 0.0512, loss_rpn_bbox: 0.0457, loss_semantic_seg: 0.3139, s0.loss_cls: 0.3010, s0.acc: 90.7166, s0.loss_bbox: 0.1562, s0.loss_mask: 0.2823, s1.loss_cls: 0.1397, s1.acc: 91.2656, s1.loss_bbox: 0.1451, s1.loss_mask: 0.1308, s2.loss_cls: 0.0660, s2.acc: 91.5457, s2.loss_bbox: 0.0811, s2.loss_mask: 0.0609, loss: 1.7739 2022-06-05 00:00:19,019 - mmdet - INFO - Epoch [1][7250/7330] lr: 1.000e-04, eta: 4 days, 8:11:56, time: 1.482, data_time: 0.016, memory: 64727, loss_rpn_cls: 0.0557, loss_rpn_bbox: 0.0465, loss_semantic_seg: 0.3091, s0.loss_cls: 0.3042, s0.acc: 90.3784, s0.loss_bbox: 0.1622, s0.loss_mask: 0.2827, s1.loss_cls: 0.1442, s1.acc: 90.9202, s1.loss_bbox: 0.1532, s1.loss_mask: 0.1297, s2.loss_cls: 0.0690, s2.acc: 91.0816, s2.loss_bbox: 0.0842, s2.loss_mask: 0.0599, loss: 1.8006 2022-06-05 00:01:32,000 - mmdet - INFO - Epoch [1][7300/7330] lr: 1.000e-04, eta: 4 days, 8:10:39, time: 1.460, data_time: 0.016, memory: 64727, loss_rpn_cls: 0.0491, loss_rpn_bbox: 0.0455, loss_semantic_seg: 0.3114, s0.loss_cls: 0.2962, s0.acc: 90.6865, s0.loss_bbox: 0.1579, s0.loss_mask: 0.2798, s1.loss_cls: 0.1399, s1.acc: 91.1652, s1.loss_bbox: 0.1495, s1.loss_mask: 0.1288, s2.loss_cls: 0.0662, s2.acc: 91.5430, s2.loss_bbox: 0.0815, s2.loss_mask: 0.0594, loss: 1.7652 2022-06-05 00:02:33,977 - mmdet - INFO - Saving checkpoint at 1 epochs 2022-06-05 00:07:00,661 - mmdet - INFO - Evaluating bbox... 2022-06-05 00:07:54,379 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.343 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.539 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.374 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 ] = 0.388 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.395 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 ] = 0.401 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 ] = 0.665 2022-06-05 00:07:54,380 - mmdet - INFO - Evaluating segm... 2022-06-05 00:09:02,579 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.319 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.520 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.339 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 ] = 0.364 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.428 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.495 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.495 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.495 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.330 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.546 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.619 2022-06-05 00:09:03,852 - mmdet - INFO - Exp name: htc++_beit_adapter_v2_large_fpn_3x_coco.py 2022-06-05 00:09:03,854 - mmdet - INFO - Epoch(val) [1][313] bbox_mAP: 0.3430, bbox_mAP_50: 0.5390, bbox_mAP_75: 0.3740, bbox_mAP_s: 0.2430, bbox_mAP_m: 0.3880, bbox_mAP_l: 0.3950, bbox_mAP_copypaste: 0.343 0.539 0.374 0.243 0.388 0.395, segm_mAP: 0.3190, segm_mAP_50: 0.5200, segm_mAP_75: 0.3390, segm_mAP_s: 0.1720, segm_mAP_m: 0.3640, segm_mAP_l: 0.4280, segm_mAP_copypaste: 0.319 0.520 0.339 0.172 0.364 0.428 2022-06-05 00:13:30,576 - mmdet - INFO - Epoch [2][50/7330] lr: 1.000e-04, eta: 4 days, 9:35:28, time: 5.334, data_time: 3.870, memory: 64727, loss_rpn_cls: 0.0494, loss_rpn_bbox: 0.0450, loss_semantic_seg: 0.3178, s0.loss_cls: 0.3088, s0.acc: 90.1833, s0.loss_bbox: 0.1639, s0.loss_mask: 0.2834, s1.loss_cls: 0.1455, s1.acc: 90.7272, s1.loss_bbox: 0.1510, s1.loss_mask: 0.1321, s2.loss_cls: 0.0693, s2.acc: 91.0699, s2.loss_bbox: 0.0848, s2.loss_mask: 0.0615, loss: 1.8127 2022-06-05 00:14:43,808 - mmdet - INFO - Epoch [2][100/7330] lr: 1.000e-04, eta: 4 days, 9:33:43, time: 1.465, data_time: 0.018, memory: 64727, loss_rpn_cls: 0.0481, loss_rpn_bbox: 0.0444, loss_semantic_seg: 0.3009, s0.loss_cls: 0.3081, s0.acc: 90.3479, s0.loss_bbox: 0.1648, s0.loss_mask: 0.2822, s1.loss_cls: 0.1432, s1.acc: 90.9388, s1.loss_bbox: 0.1535, s1.loss_mask: 0.1306, s2.loss_cls: 0.0679, s2.acc: 91.1324, s2.loss_bbox: 0.0861, s2.loss_mask: 0.0609, loss: 1.7907 2022-06-05 00:15:56,909 - mmdet - INFO - Epoch [2][150/7330] lr: 1.000e-04, eta: 4 days, 9:31:55, time: 1.462, data_time: 0.013, memory: 64727, loss_rpn_cls: 0.0505, loss_rpn_bbox: 0.0434, loss_semantic_seg: 0.2973, s0.loss_cls: 0.3037, s0.acc: 90.4417, s0.loss_bbox: 0.1660, s0.loss_mask: 0.2822, s1.loss_cls: 0.1412, s1.acc: 91.0665, s1.loss_bbox: 0.1507, s1.loss_mask: 0.1296, s2.loss_cls: 0.0666, s2.acc: 91.4365, s2.loss_bbox: 0.0847, s2.loss_mask: 0.0603, loss: 1.7762 2022-06-05 00:17:09,637 - mmdet - INFO - Epoch [2][200/7330] lr: 1.000e-04, eta: 4 days, 9:29:55, time: 1.455, data_time: 0.015, memory: 64727, loss_rpn_cls: 0.0464, loss_rpn_bbox: 0.0413, loss_semantic_seg: 0.3164, s0.loss_cls: 0.2989, s0.acc: 90.5146, s0.loss_bbox: 0.1550, s0.loss_mask: 0.2799, s1.loss_cls: 0.1412, s1.acc: 91.0196, s1.loss_bbox: 0.1444, s1.loss_mask: 0.1294, s2.loss_cls: 0.0672, s2.acc: 91.2752, s2.loss_bbox: 0.0822, s2.loss_mask: 0.0603, loss: 1.7625 2022-06-05 00:18:22,983 - mmdet - INFO - Epoch [2][250/7330] lr: 1.000e-04, eta: 4 days, 9:28:14, time: 1.465, data_time: 0.015, memory: 64727, loss_rpn_cls: 0.0457, loss_rpn_bbox: 0.0421, loss_semantic_seg: 0.2990, s0.loss_cls: 0.2813, s0.acc: 90.9385, s0.loss_bbox: 0.1498, s0.loss_mask: 0.2743, s1.loss_cls: 0.1342, s1.acc: 91.3089, s1.loss_bbox: 0.1418, s1.loss_mask: 0.1265, s2.loss_cls: 0.0642, s2.acc: 91.4169, s2.loss_bbox: 0.0801, s2.loss_mask: 0.0590, loss: 1.6979 2022-06-05 00:19:35,643 - mmdet - INFO - Epoch [2][300/7330] lr: 1.000e-04, eta: 4 days, 9:26:15, time: 1.455, data_time: 0.019, memory: 64727, loss_rpn_cls: 0.0435, loss_rpn_bbox: 0.0409, loss_semantic_seg: 0.2961, s0.loss_cls: 0.3029, s0.acc: 90.3804, s0.loss_bbox: 0.1653, s0.loss_mask: 0.2809, s1.loss_cls: 0.1416, s1.acc: 91.0136, s1.loss_bbox: 0.1528, s1.loss_mask: 0.1291, s2.loss_cls: 0.0669, s2.acc: 91.1612, s2.loss_bbox: 0.0853, s2.loss_mask: 0.0596, loss: 1.7648 2022-06-05 00:20:48,476 - mmdet - INFO - Epoch [2][350/7330] lr: 1.000e-04, eta: 4 days, 9:24:20, time: 1.457, data_time: 0.017, memory: 64727, loss_rpn_cls: 0.0478, loss_rpn_bbox: 0.0463, loss_semantic_seg: 0.2974, s0.loss_cls: 0.2921, s0.acc: 90.6562, s0.loss_bbox: 0.1624, s0.loss_mask: 0.2785, s1.loss_cls: 0.1370, s1.acc: 91.1466, s1.loss_bbox: 0.1499, s1.loss_mask: 0.1273, s2.loss_cls: 0.0651, s2.acc: 91.4556, s2.loss_bbox: 0.0834, s2.loss_mask: 0.0586, loss: 1.7457 2022-06-05 00:22:01,861 - mmdet - INFO - Epoch [2][400/7330] lr: 1.000e-04, eta: 4 days, 9:22:43, time: 1.468, data_time: 0.021, memory: 64727, loss_rpn_cls: 0.0442, loss_rpn_bbox: 0.0430, loss_semantic_seg: 0.2813, s0.loss_cls: 0.2830, s0.acc: 90.8247, s0.loss_bbox: 0.1541, s0.loss_mask: 0.2745, s1.loss_cls: 0.1339, s1.acc: 91.3093, s1.loss_bbox: 0.1490, s1.loss_mask: 0.1284, s2.loss_cls: 0.0654, s2.acc: 91.3205, s2.loss_bbox: 0.0847, s2.loss_mask: 0.0598, loss: 1.7014 2022-06-05 00:23:15,247 - mmdet - INFO - Epoch [2][450/7330] lr: 1.000e-04, eta: 4 days, 9:21:07, time: 1.468, data_time: 0.018, memory: 64727, loss_rpn_cls: 0.0484, loss_rpn_bbox: 0.0443, loss_semantic_seg: 0.2976, s0.loss_cls: 0.2918, s0.acc: 90.6313, s0.loss_bbox: 0.1571, s0.loss_mask: 0.2772, s1.loss_cls: 0.1365, s1.acc: 91.2840, s1.loss_bbox: 0.1490, s1.loss_mask: 0.1285, s2.loss_cls: 0.0647, s2.acc: 91.5471, s2.loss_bbox: 0.0833, s2.loss_mask: 0.0597, loss: 1.7382 2022-06-05 00:24:29,057 - mmdet - INFO - Epoch [2][500/7330] lr: 1.000e-04, eta: 4 days, 9:19:45, time: 1.476, data_time: 0.018, memory: 64727, loss_rpn_cls: 0.0460, loss_rpn_bbox: 0.0429, loss_semantic_seg: 0.2935, s0.loss_cls: 0.3041, s0.acc: 90.2749, s0.loss_bbox: 0.1657, s0.loss_mask: 0.2851, s1.loss_cls: 0.1426, s1.acc: 90.7338, s1.loss_bbox: 0.1533, s1.loss_mask: 0.1319, s2.loss_cls: 0.0678, s2.acc: 90.9335, s2.loss_bbox: 0.0863, s2.loss_mask: 0.0609, loss: 1.7799 2022-06-05 00:25:42,252 - mmdet - INFO - Epoch [2][550/7330] lr: 1.000e-04, eta: 4 days, 9:18:04, time: 1.464, data_time: 0.018, memory: 64727, loss_rpn_cls: 0.0465, loss_rpn_bbox: 0.0463, loss_semantic_seg: 0.2846, s0.loss_cls: 0.2857, s0.acc: 90.7671, s0.loss_bbox: 0.1576, s0.loss_mask: 0.2768, s1.loss_cls: 0.1344, s1.acc: 91.1849, s1.loss_bbox: 0.1467, s1.loss_mask: 0.1269, s2.loss_cls: 0.0636, s2.acc: 91.4807, s2.loss_bbox: 0.0827, s2.loss_mask: 0.0590, loss: 1.7108 2022-06-05 00:26:55,371 - mmdet - INFO - Epoch [2][600/7330] lr: 1.000e-04, eta: 4 days, 9:16:19, time: 1.462, data_time: 0.019, memory: 64727, loss_rpn_cls: 0.0499, loss_rpn_bbox: 0.0430, loss_semantic_seg: 0.2972, s0.loss_cls: 0.3044, s0.acc: 90.2905, s0.loss_bbox: 0.1589, s0.loss_mask: 0.2836, s1.loss_cls: 0.1436, s1.acc: 90.7943, s1.loss_bbox: 0.1486, s1.loss_mask: 0.1307, s2.loss_cls: 0.0685, s2.acc: 91.1129, s2.loss_bbox: 0.0841, s2.loss_mask: 0.0604, loss: 1.7728 2022-06-05 00:28:08,692 - mmdet - INFO - Epoch [2][650/7330] lr: 1.000e-04, eta: 4 days, 9:14:42, time: 1.467, data_time: 0.018, memory: 64727, loss_rpn_cls: 0.0448, loss_rpn_bbox: 0.0427, loss_semantic_seg: 0.2962, s0.loss_cls: 0.2831, s0.acc: 90.9678, s0.loss_bbox: 0.1547, s0.loss_mask: 0.2809, s1.loss_cls: 0.1320, s1.acc: 91.6497, s1.loss_bbox: 0.1451, s1.loss_mask: 0.1314, s2.loss_cls: 0.0630, s2.acc: 91.8111, s2.loss_bbox: 0.0824, s2.loss_mask: 0.0612, loss: 1.7176 2022-06-05 00:29:21,517 - mmdet - INFO - Epoch [2][700/7330] lr: 1.000e-04, eta: 4 days, 9:12:51, time: 1.457, data_time: 0.017, memory: 64727, loss_rpn_cls: 0.0445, loss_rpn_bbox: 0.0428, loss_semantic_seg: 0.2879, s0.loss_cls: 0.2883, s0.acc: 90.9448, s0.loss_bbox: 0.1547, s0.loss_mask: 0.2737, s1.loss_cls: 0.1364, s1.acc: 91.3737, s1.loss_bbox: 0.1461, s1.loss_mask: 0.1272, s2.loss_cls: 0.0653, s2.acc: 91.4973, s2.loss_bbox: 0.0828, s2.loss_mask: 0.0593, loss: 1.7091 2022-06-05 00:30:34,680 - mmdet - INFO - Epoch [2][750/7330] lr: 1.000e-04, eta: 4 days, 9:11:09, time: 1.463, data_time: 0.018, memory: 64727, loss_rpn_cls: 0.0478, loss_rpn_bbox: 0.0437, loss_semantic_seg: 0.2996, s0.loss_cls: 0.3001, s0.acc: 90.3752, s0.loss_bbox: 0.1610, s0.loss_mask: 0.2812, s1.loss_cls: 0.1408, s1.acc: 90.9760, s1.loss_bbox: 0.1505, s1.loss_mask: 0.1299, s2.loss_cls: 0.0678, s2.acc: 91.0856, s2.loss_bbox: 0.0839, s2.loss_mask: 0.0603, loss: 1.7665 2022-06-05 00:31:47,649 - mmdet - INFO - Epoch [2][800/7330] lr: 1.000e-04, eta: 4 days, 9:09:23, time: 1.460, data_time: 0.013, memory: 64727, loss_rpn_cls: 0.0475, loss_rpn_bbox: 0.0445, loss_semantic_seg: 0.2870, s0.loss_cls: 0.2835, s0.acc: 90.8572, s0.loss_bbox: 0.1565, s0.loss_mask: 0.2758, s1.loss_cls: 0.1313, s1.acc: 91.5000, s1.loss_bbox: 0.1457, s1.loss_mask: 0.1277, s2.loss_cls: 0.0624, s2.acc: 91.7579, s2.loss_bbox: 0.0833, s2.loss_mask: 0.0590, loss: 1.7042 2022-06-05 00:33:01,098 - mmdet - INFO - Epoch [2][850/7330] lr: 1.000e-04, eta: 4 days, 9:07:51, time: 1.469, data_time: 0.015, memory: 64727, loss_rpn_cls: 0.0492, loss_rpn_bbox: 0.0431, loss_semantic_seg: 0.2881, s0.loss_cls: 0.2935, s0.acc: 90.4019, s0.loss_bbox: 0.1574, s0.loss_mask: 0.2792, s1.loss_cls: 0.1379, s1.acc: 90.8954, s1.loss_bbox: 0.1491, s1.loss_mask: 0.1286, s2.loss_cls: 0.0663, s2.acc: 91.0589, s2.loss_bbox: 0.0839, s2.loss_mask: 0.0596, loss: 1.7359 2022-06-05 00:34:14,195 - mmdet - INFO - Epoch [2][900/7330] lr: 1.000e-04, eta: 4 days, 9:06:09, time: 1.462, data_time: 0.016, memory: 64727, loss_rpn_cls: 0.0444, loss_rpn_bbox: 0.0411, loss_semantic_seg: 0.2901, s0.loss_cls: 0.2819, s0.acc: 90.9102, s0.loss_bbox: 0.1531, s0.loss_mask: 0.2752, s1.loss_cls: 0.1316, s1.acc: 91.4947, s1.loss_bbox: 0.1422, s1.loss_mask: 0.1272, s2.loss_cls: 0.0627, s2.acc: 91.7122, s2.loss_bbox: 0.0779, s2.loss_mask: 0.0586, loss: 1.6860 2022-06-05 00:35:27,984 - mmdet - INFO - Epoch [2][950/7330] lr: 1.000e-04, eta: 4 days, 9:04:48, time: 1.476, data_time: 0.016, memory: 64727, loss_rpn_cls: 0.0480, loss_rpn_bbox: 0.0429, loss_semantic_seg: 0.2953, s0.loss_cls: 0.3027, s0.acc: 90.2539, s0.loss_bbox: 0.1604, s0.loss_mask: 0.2799, s1.loss_cls: 0.1426, s1.acc: 90.7306, s1.loss_bbox: 0.1505, s1.loss_mask: 0.1299, s2.loss_cls: 0.0690, s2.acc: 90.8205, s2.loss_bbox: 0.0850, s2.loss_mask: 0.0606, loss: 1.7666 2022-06-05 00:36:41,530 - mmdet - INFO - Epoch [2][1000/7330] lr: 1.000e-04, eta: 4 days, 9:03:20, time: 1.471, data_time: 0.016, memory: 64727, loss_rpn_cls: 0.0460, loss_rpn_bbox: 0.0461, loss_semantic_seg: 0.2823, s0.loss_cls: 0.2747, s0.acc: 91.0161, s0.loss_bbox: 0.1567, s0.loss_mask: 0.2700, s1.loss_cls: 0.1279, s1.acc: 91.5827, s1.loss_bbox: 0.1462, s1.loss_mask: 0.1235, s2.loss_cls: 0.0614, s2.acc: 91.7582, s2.loss_bbox: 0.0814, s2.loss_mask: 0.0574, loss: 1.6736 2022-06-05 00:37:54,660 - mmdet - INFO - Epoch [2][1050/7330] lr: 1.000e-04, eta: 4 days, 9:01:40, time: 1.463, data_time: 0.016, memory: 64727, loss_rpn_cls: 0.0462, loss_rpn_bbox: 0.0432, loss_semantic_seg: 0.2904, s0.loss_cls: 0.3013, s0.acc: 90.3137, s0.loss_bbox: 0.1580, s0.loss_mask: 0.2771, s1.loss_cls: 0.1418, s1.acc: 90.7751, s1.loss_bbox: 0.1474, s1.loss_mask: 0.1256, s2.loss_cls: 0.0676, s2.acc: 91.0610, s2.loss_bbox: 0.0837, s2.loss_mask: 0.0584, loss: 1.7406 2022-06-05 00:39:09,120 - mmdet - INFO - Epoch [2][1100/7330] lr: 1.000e-04, eta: 4 days, 9:00:40, time: 1.489, data_time: 0.016, memory: 64727, loss_rpn_cls: 0.0480, loss_rpn_bbox: 0.0446, loss_semantic_seg: 0.2814, s0.loss_cls: 0.2909, s0.acc: 90.6089, s0.loss_bbox: 0.1562, s0.loss_mask: 0.2638, s1.loss_cls: 0.1360, s1.acc: 91.2131, s1.loss_bbox: 0.1464, s1.loss_mask: 0.1231, s2.loss_cls: 0.0652, s2.acc: 91.4121, s2.loss_bbox: 0.0845, s2.loss_mask: 0.0572, loss: 1.6973 2022-06-05 00:40:21,419 - mmdet - INFO - Epoch [2][1150/7330] lr: 1.000e-04, eta: 4 days, 8:58:35, time: 1.446, data_time: 0.017, memory: 64727, loss_rpn_cls: 0.0456, loss_rpn_bbox: 0.0434, loss_semantic_seg: 0.2964, s0.loss_cls: 0.2880, s0.acc: 90.6125, s0.loss_bbox: 0.1586, s0.loss_mask: 0.2846, s1.loss_cls: 0.1340, s1.acc: 91.2163, s1.loss_bbox: 0.1475, s1.loss_mask: 0.1297, s2.loss_cls: 0.0643, s2.acc: 91.5277, s2.loss_bbox: 0.0824, s2.loss_mask: 0.0602, loss: 1.7348 2022-06-05 00:41:34,462 - mmdet - INFO - Epoch [2][1200/7330] lr: 1.000e-04, eta: 4 days, 8:56:53, time: 1.461, data_time: 0.017, memory: 64727, loss_rpn_cls: 0.0426, loss_rpn_bbox: 0.0416, loss_semantic_seg: 0.2922, s0.loss_cls: 0.2862, s0.acc: 90.8589, s0.loss_bbox: 0.1516, s0.loss_mask: 0.2727, s1.loss_cls: 0.1354, s1.acc: 91.3472, s1.loss_bbox: 0.1439, s1.loss_mask: 0.1256, s2.loss_cls: 0.0641, s2.acc: 91.5163, s2.loss_bbox: 0.0819, s2.loss_mask: 0.0584, loss: 1.6961 2022-06-05 00:42:47,335 - mmdet - INFO - Epoch [2][1250/7330] lr: 1.000e-04, eta: 4 days, 8:55:06, time: 1.457, data_time: 0.016, memory: 64727, loss_rpn_cls: 0.0428, loss_rpn_bbox: 0.0420, loss_semantic_seg: 0.2912, s0.loss_cls: 0.2836, s0.acc: 90.7410, s0.loss_bbox: 0.1581, s0.loss_mask: 0.2710, s1.loss_cls: 0.1354, s1.acc: 91.1713, s1.loss_bbox: 0.1480, s1.loss_mask: 0.1239, s2.loss_cls: 0.0654, s2.acc: 91.2455, s2.loss_bbox: 0.0837, s2.loss_mask: 0.0566, loss: 1.7017 2022-06-05 00:44:01,306 - mmdet - INFO - Epoch [2][1300/7330] lr: 1.000e-04, eta: 4 days, 8:53:52, time: 1.479, data_time: 0.013, memory: 64727, loss_rpn_cls: 0.0488, loss_rpn_bbox: 0.0440, loss_semantic_seg: 0.2975, s0.loss_cls: 0.2947, s0.acc: 90.5813, s0.loss_bbox: 0.1586, s0.loss_mask: 0.2827, s1.loss_cls: 0.1390, s1.acc: 91.0562, s1.loss_bbox: 0.1496, s1.loss_mask: 0.1316, s2.loss_cls: 0.0660, s2.acc: 91.3375, s2.loss_bbox: 0.0842, s2.loss_mask: 0.0613, loss: 1.7580 2022-06-05 00:45:14,728 - mmdet - INFO - Epoch [2][1350/7330] lr: 1.000e-04, eta: 4 days, 8:52:21, time: 1.469, data_time: 0.017, memory: 64727, loss_rpn_cls: 0.0446, loss_rpn_bbox: 0.0436, loss_semantic_seg: 0.2916, s0.loss_cls: 0.2950, s0.acc: 90.4263, s0.loss_bbox: 0.1587, s0.loss_mask: 0.2704, s1.loss_cls: 0.1396, s1.acc: 90.8452, s1.loss_bbox: 0.1510, s1.loss_mask: 0.1245, s2.loss_cls: 0.0664, s2.acc: 91.0573, s2.loss_bbox: 0.0866, s2.loss_mask: 0.0579, loss: 1.7299 2022-06-05 00:46:28,674 - mmdet - INFO - Epoch [2][1400/7330] lr: 1.000e-04, eta: 4 days, 8:51:06, time: 1.479, data_time: 0.017, memory: 64727, loss_rpn_cls: 0.0494, loss_rpn_bbox: 0.0426, loss_semantic_seg: 0.2910, s0.loss_cls: 0.2955, s0.acc: 90.5574, s0.loss_bbox: 0.1592, s0.loss_mask: 0.2733, s1.loss_cls: 0.1387, s1.acc: 91.0841, s1.loss_bbox: 0.1470, s1.loss_mask: 0.1257, s2.loss_cls: 0.0652, s2.acc: 91.3065, s2.loss_bbox: 0.0816, s2.loss_mask: 0.0578, loss: 1.7269 2022-06-05 00:47:41,446 - mmdet - INFO - Epoch [2][1450/7330] lr: 1.000e-04, eta: 4 days, 8:49:18, time: 1.456, data_time: 0.017, memory: 64727, loss_rpn_cls: 0.0452, loss_rpn_bbox: 0.0416, loss_semantic_seg: 0.2920, s0.loss_cls: 0.2831, s0.acc: 90.8564, s0.loss_bbox: 0.1514, s0.loss_mask: 0.2668, s1.loss_cls: 0.1330, s1.acc: 91.4112, s1.loss_bbox: 0.1479, s1.loss_mask: 0.1241, s2.loss_cls: 0.0631, s2.acc: 91.7273, s2.loss_bbox: 0.0849, s2.loss_mask: 0.0582, loss: 1.6914 2022-06-05 00:48:53,220 - mmdet - INFO - Epoch [2][1500/7330] lr: 1.000e-04, eta: 4 days, 8:47:01, time: 1.435, data_time: 0.013, memory: 64727, loss_rpn_cls: 0.0497, loss_rpn_bbox: 0.0403, loss_semantic_seg: 0.2956, s0.loss_cls: 0.2731, s0.acc: 91.2141, s0.loss_bbox: 0.1477, s0.loss_mask: 0.2759, s1.loss_cls: 0.1278, s1.acc: 91.6328, s1.loss_bbox: 0.1410, s1.loss_mask: 0.1292, s2.loss_cls: 0.0618, s2.acc: 91.7886, s2.loss_bbox: 0.0810, s2.loss_mask: 0.0599, loss: 1.6830 2022-06-05 00:50:06,461 - mmdet - INFO - Epoch [2][1550/7330] lr: 1.000e-04, eta: 4 days, 8:45:26, time: 1.465, data_time: 0.016, memory: 64727, loss_rpn_cls: 0.0452, loss_rpn_bbox: 0.0415, loss_semantic_seg: 0.2849, s0.loss_cls: 0.2799, s0.acc: 91.0271, s0.loss_bbox: 0.1513, s0.loss_mask: 0.2686, s1.loss_cls: 0.1327, s1.acc: 91.3630, s1.loss_bbox: 0.1437, s1.loss_mask: 0.1235, s2.loss_cls: 0.0635, s2.acc: 91.5117, s2.loss_bbox: 0.0804, s2.loss_mask: 0.0572, loss: 1.6723 2022-06-05 00:51:20,503 - mmdet - INFO - Epoch [2][1600/7330] lr: 1.000e-04, eta: 4 days, 8:44:15, time: 1.481, data_time: 0.017, memory: 64727, loss_rpn_cls: 0.0474, loss_rpn_bbox: 0.0429, loss_semantic_seg: 0.2809, s0.loss_cls: 0.2745, s0.acc: 90.8955, s0.loss_bbox: 0.1535, s0.loss_mask: 0.2723, s1.loss_cls: 0.1307, s1.acc: 91.2383, s1.loss_bbox: 0.1438, s1.loss_mask: 0.1251, s2.loss_cls: 0.0637, s2.acc: 91.4175, s2.loss_bbox: 0.0802, s2.loss_mask: 0.0580, loss: 1.6730 2022-06-05 00:52:32,946 - mmdet - INFO - Epoch [2][1650/7330] lr: 1.000e-04, eta: 4 days, 8:42:17, time: 1.448, data_time: 0.016, memory: 64727, loss_rpn_cls: 0.0419, loss_rpn_bbox: 0.0401, loss_semantic_seg: 0.2844, s0.loss_cls: 0.2690, s0.acc: 91.4543, s0.loss_bbox: 0.1453, s0.loss_mask: 0.2707, s1.loss_cls: 0.1280, s1.acc: 91.8409, s1.loss_bbox: 0.1387, s1.loss_mask: 0.1250, s2.loss_cls: 0.0615, s2.acc: 91.8954, s2.loss_bbox: 0.0791, s2.loss_mask: 0.0578, loss: 1.6416 2022-06-05 00:53:45,567 - mmdet - INFO - Epoch [2][1700/7330] lr: 1.000e-04, eta: 4 days, 8:40:27, time: 1.453, data_time: 0.018, memory: 64727, loss_rpn_cls: 0.0425, loss_rpn_bbox: 0.0414, loss_semantic_seg: 0.2803, s0.loss_cls: 0.2828, s0.acc: 90.8687, s0.loss_bbox: 0.1519, s0.loss_mask: 0.2672, s1.loss_cls: 0.1332, s1.acc: 91.3477, s1.loss_bbox: 0.1439, s1.loss_mask: 0.1233, s2.loss_cls: 0.0644, s2.acc: 91.4788, s2.loss_bbox: 0.0834, s2.loss_mask: 0.0578, loss: 1.6722 2022-06-05 00:54:58,432 - mmdet - INFO - Epoch [2][1750/7330] lr: 1.000e-04, eta: 4 days, 8:38:44, time: 1.458, data_time: 0.017, memory: 64727, loss_rpn_cls: 0.0469, loss_rpn_bbox: 0.0439, loss_semantic_seg: 0.2891, s0.loss_cls: 0.2874, s0.acc: 90.7576, s0.loss_bbox: 0.1564, s0.loss_mask: 0.2717, s1.loss_cls: 0.1337, s1.acc: 91.2768, s1.loss_bbox: 0.1492, s1.loss_mask: 0.1257, s2.loss_cls: 0.0634, s2.acc: 91.5258, s2.loss_bbox: 0.0854, s2.loss_mask: 0.0584, loss: 1.7113 2022-06-05 00:56:11,728 - mmdet - INFO - Epoch [2][1800/7330] lr: 1.000e-04, eta: 4 days, 8:37:12, time: 1.466, data_time: 0.019, memory: 64727, loss_rpn_cls: 0.0444, loss_rpn_bbox: 0.0427, loss_semantic_seg: 0.2855, s0.loss_cls: 0.2851, s0.acc: 90.8413, s0.loss_bbox: 0.1549, s0.loss_mask: 0.2817, s1.loss_cls: 0.1334, s1.acc: 91.3708, s1.loss_bbox: 0.1443, s1.loss_mask: 0.1300, s2.loss_cls: 0.0637, s2.acc: 91.5619, s2.loss_bbox: 0.0810, s2.loss_mask: 0.0601, loss: 1.7069 2022-06-05 00:57:24,996 - mmdet - INFO - Epoch [2][1850/7330] lr: 1.000e-04, eta: 4 days, 8:35:40, time: 1.465, data_time: 0.020, memory: 64727, loss_rpn_cls: 0.0399, loss_rpn_bbox: 0.0393, loss_semantic_seg: 0.2955, s0.loss_cls: 0.2779, s0.acc: 91.1045, s0.loss_bbox: 0.1467, s0.loss_mask: 0.2664, s1.loss_cls: 0.1310, s1.acc: 91.5991, s1.loss_bbox: 0.1394, s1.loss_mask: 0.1229, s2.loss_cls: 0.0624, s2.acc: 91.7535, s2.loss_bbox: 0.0802, s2.loss_mask: 0.0573, loss: 1.6591 2022-06-05 00:58:37,873 - mmdet - INFO - Epoch [2][1900/7330] lr: 1.000e-04, eta: 4 days, 8:33:57, time: 1.458, data_time: 0.017, memory: 64727, loss_rpn_cls: 0.0478, loss_rpn_bbox: 0.0449, loss_semantic_seg: 0.2784, s0.loss_cls: 0.2751, s0.acc: 90.9504, s0.loss_bbox: 0.1515, s0.loss_mask: 0.2673, s1.loss_cls: 0.1309, s1.acc: 91.3754, s1.loss_bbox: 0.1445, s1.loss_mask: 0.1232, s2.loss_cls: 0.0628, s2.acc: 91.4814, s2.loss_bbox: 0.0817, s2.loss_mask: 0.0572, loss: 1.6652 2022-06-05 00:59:52,843 - mmdet - INFO - Epoch [2][1950/7330] lr: 1.000e-04, eta: 4 days, 8:33:10, time: 1.498, data_time: 0.018, memory: 64727, loss_rpn_cls: 0.0462, loss_rpn_bbox: 0.0450, loss_semantic_seg: 0.2776, s0.loss_cls: 0.2909, s0.acc: 90.6116, s0.loss_bbox: 0.1544, s0.loss_mask: 0.2687, s1.loss_cls: 0.1371, s1.acc: 91.0707, s1.loss_bbox: 0.1466, s1.loss_mask: 0.1246, s2.loss_cls: 0.0670, s2.acc: 91.1577, s2.loss_bbox: 0.0848, s2.loss_mask: 0.0580, loss: 1.7008 2022-06-05 01:01:05,995 - mmdet - INFO - Epoch [2][2000/7330] lr: 1.000e-04, eta: 4 days, 8:31:37, time: 1.465, data_time: 0.018, memory: 64727, loss_rpn_cls: 0.0436, loss_rpn_bbox: 0.0419, loss_semantic_seg: 0.2879, s0.loss_cls: 0.2702, s0.acc: 91.2671, s0.loss_bbox: 0.1461, s0.loss_mask: 0.2660, s1.loss_cls: 0.1264, s1.acc: 91.7928, s1.loss_bbox: 0.1390, s1.loss_mask: 0.1232, s2.loss_cls: 0.0602, s2.acc: 92.0462, s2.loss_bbox: 0.0813, s2.loss_mask: 0.0577, loss: 1.6435 2022-06-05 01:02:18,771 - mmdet - INFO - Epoch [2][2050/7330] lr: 1.000e-04, eta: 4 days, 8:29:53, time: 1.456, data_time: 0.019, memory: 64727, loss_rpn_cls: 0.0412, loss_rpn_bbox: 0.0418, loss_semantic_seg: 0.2803, s0.loss_cls: 0.2773, s0.acc: 91.0554, s0.loss_bbox: 0.1524, s0.loss_mask: 0.2759, s1.loss_cls: 0.1280, s1.acc: 91.7203, s1.loss_bbox: 0.1418, s1.loss_mask: 0.1264, s2.loss_cls: 0.0612, s2.acc: 91.9112, s2.loss_bbox: 0.0806, s2.loss_mask: 0.0589, loss: 1.6659 2022-06-05 01:03:30,202 - mmdet - INFO - Epoch [2][2100/7330] lr: 1.000e-04, eta: 4 days, 8:27:32, time: 1.429, data_time: 0.016, memory: 64727, loss_rpn_cls: 0.0400, loss_rpn_bbox: 0.0396, loss_semantic_seg: 0.2826, s0.loss_cls: 0.2613, s0.acc: 91.4629, s0.loss_bbox: 0.1428, s0.loss_mask: 0.2643, s1.loss_cls: 0.1234, s1.acc: 91.9333, s1.loss_bbox: 0.1384, s1.loss_mask: 0.1232, s2.loss_cls: 0.0600, s2.acc: 91.9450, s2.loss_bbox: 0.0781, s2.loss_mask: 0.0577, loss: 1.6114 2022-06-05 01:04:43,559 - mmdet - INFO - Epoch [2][2150/7330] lr: 1.000e-04, eta: 4 days, 8:26:01, time: 1.466, data_time: 0.018, memory: 64727, loss_rpn_cls: 0.0458, loss_rpn_bbox: 0.0447, loss_semantic_seg: 0.2907, s0.loss_cls: 0.2860, s0.acc: 90.7815, s0.loss_bbox: 0.1539, s0.loss_mask: 0.2695, s1.loss_cls: 0.1344, s1.acc: 91.3486, s1.loss_bbox: 0.1451, s1.loss_mask: 0.1238, s2.loss_cls: 0.0644, s2.acc: 91.5039, s2.loss_bbox: 0.0816, s2.loss_mask: 0.0579, loss: 1.6977 2022-06-05 01:05:56,192 - mmdet - INFO - Epoch [2][2200/7330] lr: 1.000e-04, eta: 4 days, 8:24:16, time: 1.454, data_time: 0.015, memory: 64727, loss_rpn_cls: 0.0467, loss_rpn_bbox: 0.0442, loss_semantic_seg: 0.2888, s0.loss_cls: 0.2891, s0.acc: 90.6589, s0.loss_bbox: 0.1564, s0.loss_mask: 0.2750, s1.loss_cls: 0.1344, s1.acc: 91.2966, s1.loss_bbox: 0.1485, s1.loss_mask: 0.1263, s2.loss_cls: 0.0637, s2.acc: 91.5930, s2.loss_bbox: 0.0838, s2.loss_mask: 0.0577, loss: 1.7146 2022-06-05 01:07:09,087 - mmdet - INFO - Epoch [2][2250/7330] lr: 1.000e-04, eta: 4 days, 8:22:36, time: 1.458, data_time: 0.024, memory: 64727, loss_rpn_cls: 0.0440, loss_rpn_bbox: 0.0437, loss_semantic_seg: 0.2758, s0.loss_cls: 0.2849, s0.acc: 90.8208, s0.loss_bbox: 0.1504, s0.loss_mask: 0.2654, s1.loss_cls: 0.1353, s1.acc: 91.2896, s1.loss_bbox: 0.1432, s1.loss_mask: 0.1220, s2.loss_cls: 0.0644, s2.acc: 91.4492, s2.loss_bbox: 0.0817, s2.loss_mask: 0.0565, loss: 1.6674 2022-06-05 01:08:22,313 - mmdet - INFO - Epoch [2][2300/7330] lr: 1.000e-04, eta: 4 days, 8:21:05, time: 1.465, data_time: 0.017, memory: 64727, loss_rpn_cls: 0.0462, loss_rpn_bbox: 0.0423, loss_semantic_seg: 0.2821, s0.loss_cls: 0.2841, s0.acc: 90.8477, s0.loss_bbox: 0.1534, s0.loss_mask: 0.2720, s1.loss_cls: 0.1326, s1.acc: 91.3660, s1.loss_bbox: 0.1462, s1.loss_mask: 0.1243, s2.loss_cls: 0.0641, s2.acc: 91.5263, s2.loss_bbox: 0.0825, s2.loss_mask: 0.0573, loss: 1.6871 2022-06-05 01:09:34,391 - mmdet - INFO - Epoch [2][2350/7330] lr: 1.000e-04, eta: 4 days, 8:19:04, time: 1.442, data_time: 0.015, memory: 64727, loss_rpn_cls: 0.0396, loss_rpn_bbox: 0.0407, loss_semantic_seg: 0.2660, s0.loss_cls: 0.2758, s0.acc: 90.9890, s0.loss_bbox: 0.1504, s0.loss_mask: 0.2676, s1.loss_cls: 0.1300, s1.acc: 91.5077, s1.loss_bbox: 0.1456, s1.loss_mask: 0.1243, s2.loss_cls: 0.0624, s2.acc: 91.6398, s2.loss_bbox: 0.0836, s2.loss_mask: 0.0581, loss: 1.6442 2022-06-05 01:10:47,670 - mmdet - INFO - Epoch [2][2400/7330] lr: 1.000e-04, eta: 4 days, 8:17:34, time: 1.466, data_time: 0.021, memory: 64727, loss_rpn_cls: 0.0427, loss_rpn_bbox: 0.0440, loss_semantic_seg: 0.2809, s0.loss_cls: 0.2820, s0.acc: 90.9387, s0.loss_bbox: 0.1526, s0.loss_mask: 0.2651, s1.loss_cls: 0.1313, s1.acc: 91.4494, s1.loss_bbox: 0.1406, s1.loss_mask: 0.1225, s2.loss_cls: 0.0621, s2.acc: 91.7032, s2.loss_bbox: 0.0794, s2.loss_mask: 0.0565, loss: 1.6597 2022-06-05 01:12:00,408 - mmdet - INFO - Epoch [2][2450/7330] lr: 1.000e-04, eta: 4 days, 8:15:51, time: 1.455, data_time: 0.016, memory: 64727, loss_rpn_cls: 0.0412, loss_rpn_bbox: 0.0425, loss_semantic_seg: 0.2874, s0.loss_cls: 0.2707, s0.acc: 91.2634, s0.loss_bbox: 0.1494, s0.loss_mask: 0.2683, s1.loss_cls: 0.1258, s1.acc: 91.7777, s1.loss_bbox: 0.1410, s1.loss_mask: 0.1236, s2.loss_cls: 0.0610, s2.acc: 91.9090, s2.loss_bbox: 0.0803, s2.loss_mask: 0.0567, loss: 1.6479 2022-06-05 01:13:12,610 - mmdet - INFO - Epoch [2][2500/7330] lr: 1.000e-04, eta: 4 days, 8:13:54, time: 1.444, data_time: 0.014, memory: 64727, loss_rpn_cls: 0.0486, loss_rpn_bbox: 0.0435, loss_semantic_seg: 0.2794, s0.loss_cls: 0.2892, s0.acc: 90.6704, s0.loss_bbox: 0.1544, s0.loss_mask: 0.2689, s1.loss_cls: 0.1347, s1.acc: 91.2776, s1.loss_bbox: 0.1501, s1.loss_mask: 0.1253, s2.loss_cls: 0.0637, s2.acc: 91.5957, s2.loss_bbox: 0.0851, s2.loss_mask: 0.0581, loss: 1.7009 2022-06-05 01:14:25,206 - mmdet - INFO - Epoch [2][2550/7330] lr: 1.000e-04, eta: 4 days, 8:12:08, time: 1.452, data_time: 0.016, memory: 64727, loss_rpn_cls: 0.0418, loss_rpn_bbox: 0.0400, loss_semantic_seg: 0.2782, s0.loss_cls: 0.2676, s0.acc: 91.2500, s0.loss_bbox: 0.1512, s0.loss_mask: 0.2692, s1.loss_cls: 0.1249, s1.acc: 91.6891, s1.loss_bbox: 0.1444, s1.loss_mask: 0.1260, s2.loss_cls: 0.0605, s2.acc: 91.7291, s2.loss_bbox: 0.0806, s2.loss_mask: 0.0589, loss: 1.6434 2022-06-05 01:15:38,973 - mmdet - INFO - Epoch [2][2600/7330] lr: 1.000e-04, eta: 4 days, 8:10:50, time: 1.474, data_time: 0.015, memory: 64727, loss_rpn_cls: 0.0449, loss_rpn_bbox: 0.0433, loss_semantic_seg: 0.2760, s0.loss_cls: 0.2787, s0.acc: 90.8667, s0.loss_bbox: 0.1522, s0.loss_mask: 0.2661, s1.loss_cls: 0.1325, s1.acc: 91.3827, s1.loss_bbox: 0.1457, s1.loss_mask: 0.1229, s2.loss_cls: 0.0638, s2.acc: 91.5242, s2.loss_bbox: 0.0831, s2.loss_mask: 0.0570, loss: 1.6663 2022-06-05 01:16:51,644 - mmdet - INFO - Epoch [2][2650/7330] lr: 1.000e-04, eta: 4 days, 8:09:09, time: 1.455, data_time: 0.023, memory: 64727, loss_rpn_cls: 0.0414, loss_rpn_bbox: 0.0424, loss_semantic_seg: 0.2751, s0.loss_cls: 0.2821, s0.acc: 90.6978, s0.loss_bbox: 0.1568, s0.loss_mask: 0.2737, s1.loss_cls: 0.1314, s1.acc: 91.2961, s1.loss_bbox: 0.1527, s1.loss_mask: 0.1252, s2.loss_cls: 0.0637, s2.acc: 91.3315, s2.loss_bbox: 0.0882, s2.loss_mask: 0.0583, loss: 1.6909 2022-06-05 01:18:03,958 - mmdet - INFO - Epoch [2][2700/7330] lr: 1.000e-04, eta: 4 days, 8:07:16, time: 1.446, data_time: 0.019, memory: 64727, loss_rpn_cls: 0.0450, loss_rpn_bbox: 0.0421, loss_semantic_seg: 0.2804, s0.loss_cls: 0.2754, s0.acc: 91.1868, s0.loss_bbox: 0.1479, s0.loss_mask: 0.2667, s1.loss_cls: 0.1290, s1.acc: 91.6555, s1.loss_bbox: 0.1429, s1.loss_mask: 0.1236, s2.loss_cls: 0.0615, s2.acc: 91.8824, s2.loss_bbox: 0.0810, s2.loss_mask: 0.0570, loss: 1.6524 2022-06-05 01:19:17,017 - mmdet - INFO - Epoch [2][2750/7330] lr: 1.000e-04, eta: 4 days, 8:05:42, time: 1.460, data_time: 0.018, memory: 64727, loss_rpn_cls: 0.0432, loss_rpn_bbox: 0.0421, loss_semantic_seg: 0.2764, s0.loss_cls: 0.2742, s0.acc: 91.1504, s0.loss_bbox: 0.1515, s0.loss_mask: 0.2707, s1.loss_cls: 0.1305, s1.acc: 91.4307, s1.loss_bbox: 0.1447, s1.loss_mask: 0.1254, s2.loss_cls: 0.0622, s2.acc: 91.7199, s2.loss_bbox: 0.0803, s2.loss_mask: 0.0578, loss: 1.6592 2022-06-05 01:20:29,358 - mmdet - INFO - Epoch [2][2800/7330] lr: 1.000e-04, eta: 4 days, 8:03:50, time: 1.446, data_time: 0.014, memory: 64727, loss_rpn_cls: 0.0429, loss_rpn_bbox: 0.0429, loss_semantic_seg: 0.2727, s0.loss_cls: 0.2693, s0.acc: 91.1453, s0.loss_bbox: 0.1475, s0.loss_mask: 0.2667, s1.loss_cls: 0.1257, s1.acc: 91.6482, s1.loss_bbox: 0.1406, s1.loss_mask: 0.1232, s2.loss_cls: 0.0601, s2.acc: 91.8491, s2.loss_bbox: 0.0802, s2.loss_mask: 0.0569, loss: 1.6288 2022-06-05 01:21:43,171 - mmdet - INFO - Epoch [2][2850/7330] lr: 1.000e-04, eta: 4 days, 8:02:38, time: 1.478, data_time: 0.014, memory: 64727, loss_rpn_cls: 0.0439, loss_rpn_bbox: 0.0402, loss_semantic_seg: 0.2827, s0.loss_cls: 0.2694, s0.acc: 91.2273, s0.loss_bbox: 0.1472, s0.loss_mask: 0.2626, s1.loss_cls: 0.1264, s1.acc: 91.7115, s1.loss_bbox: 0.1398, s1.loss_mask: 0.1213, s2.loss_cls: 0.0609, s2.acc: 91.8044, s2.loss_bbox: 0.0787, s2.loss_mask: 0.0568, loss: 1.6299 2022-06-05 01:22:56,532 - mmdet - INFO - Epoch [2][2900/7330] lr: 1.000e-04, eta: 4 days, 8:01:13, time: 1.467, data_time: 0.019, memory: 64727, loss_rpn_cls: 0.0388, loss_rpn_bbox: 0.0400, loss_semantic_seg: 0.2703, s0.loss_cls: 0.2625, s0.acc: 91.3306, s0.loss_bbox: 0.1463, s0.loss_mask: 0.2586, s1.loss_cls: 0.1235, s1.acc: 91.8463, s1.loss_bbox: 0.1425, s1.loss_mask: 0.1188, s2.loss_cls: 0.0585, s2.acc: 92.0959, s2.loss_bbox: 0.0818, s2.loss_mask: 0.0551, loss: 1.5966 2022-06-05 01:24:08,986 - mmdet - INFO - Epoch [2][2950/7330] lr: 1.000e-04, eta: 4 days, 7:59:25, time: 1.449, data_time: 0.015, memory: 64727, loss_rpn_cls: 0.0444, loss_rpn_bbox: 0.0416, loss_semantic_seg: 0.2806, s0.loss_cls: 0.2732, s0.acc: 91.1658, s0.loss_bbox: 0.1480, s0.loss_mask: 0.2714, s1.loss_cls: 0.1277, s1.acc: 91.6872, s1.loss_bbox: 0.1423, s1.loss_mask: 0.1267, s2.loss_cls: 0.0607, s2.acc: 91.9767, s2.loss_bbox: 0.0813, s2.loss_mask: 0.0592, loss: 1.6572 2022-06-05 01:25:22,796 - mmdet - INFO - Epoch [2][3000/7330] lr: 1.000e-04, eta: 4 days, 7:58:12, time: 1.476, data_time: 0.019, memory: 64731, loss_rpn_cls: 0.0468, loss_rpn_bbox: 0.0444, loss_semantic_seg: 0.2831, s0.loss_cls: 0.2822, s0.acc: 90.6648, s0.loss_bbox: 0.1532, s0.loss_mask: 0.2664, s1.loss_cls: 0.1356, s1.acc: 91.0380, s1.loss_bbox: 0.1460, s1.loss_mask: 0.1224, s2.loss_cls: 0.0644, s2.acc: 91.1933, s2.loss_bbox: 0.0831, s2.loss_mask: 0.0569, loss: 1.6843 2022-06-05 01:26:35,197 - mmdet - INFO - Epoch [2][3050/7330] lr: 1.000e-04, eta: 4 days, 7:56:23, time: 1.448, data_time: 0.017, memory: 64731, loss_rpn_cls: 0.0446, loss_rpn_bbox: 0.0447, loss_semantic_seg: 0.2669, s0.loss_cls: 0.2612, s0.acc: 91.4551, s0.loss_bbox: 0.1488, s0.loss_mask: 0.2723, s1.loss_cls: 0.1221, s1.acc: 92.0027, s1.loss_bbox: 0.1414, s1.loss_mask: 0.1267, s2.loss_cls: 0.0579, s2.acc: 92.2706, s2.loss_bbox: 0.0807, s2.loss_mask: 0.0595, loss: 1.6268 2022-06-05 01:27:47,509 - mmdet - INFO - Epoch [2][3100/7330] lr: 1.000e-04, eta: 4 days, 7:54:33, time: 1.446, data_time: 0.016, memory: 64731, loss_rpn_cls: 0.0448, loss_rpn_bbox: 0.0417, loss_semantic_seg: 0.2791, s0.loss_cls: 0.2678, s0.acc: 91.2371, s0.loss_bbox: 0.1452, s0.loss_mask: 0.2627, s1.loss_cls: 0.1257, s1.acc: 91.7156, s1.loss_bbox: 0.1373, s1.loss_mask: 0.1205, s2.loss_cls: 0.0596, s2.acc: 91.9848, s2.loss_bbox: 0.0788, s2.loss_mask: 0.0565, loss: 1.6197 2022-06-05 01:29:00,629 - mmdet - INFO - Epoch [2][3150/7330] lr: 1.000e-04, eta: 4 days, 7:53:03, time: 1.462, data_time: 0.017, memory: 64731, loss_rpn_cls: 0.0422, loss_rpn_bbox: 0.0412, loss_semantic_seg: 0.2717, s0.loss_cls: 0.2653, s0.acc: 91.2295, s0.loss_bbox: 0.1464, s0.loss_mask: 0.2700, s1.loss_cls: 0.1238, s1.acc: 91.8274, s1.loss_bbox: 0.1409, s1.loss_mask: 0.1253, s2.loss_cls: 0.0600, s2.acc: 91.9235, s2.loss_bbox: 0.0796, s2.loss_mask: 0.0582, loss: 1.6246 2022-06-05 01:30:13,849 - mmdet - INFO - Epoch [2][3200/7330] lr: 1.000e-04, eta: 4 days, 7:51:35, time: 1.464, data_time: 0.013, memory: 64731, loss_rpn_cls: 0.0444, loss_rpn_bbox: 0.0436, loss_semantic_seg: 0.2885, s0.loss_cls: 0.2821, s0.acc: 91.0645, s0.loss_bbox: 0.1476, s0.loss_mask: 0.2729, s1.loss_cls: 0.1320, s1.acc: 91.5256, s1.loss_bbox: 0.1380, s1.loss_mask: 0.1265, s2.loss_cls: 0.0632, s2.acc: 91.6718, s2.loss_bbox: 0.0784, s2.loss_mask: 0.0587, loss: 1.6760 2022-06-05 01:31:25,889 - mmdet - INFO - Epoch [2][3250/7330] lr: 1.000e-04, eta: 4 days, 7:49:40, time: 1.441, data_time: 0.016, memory: 64731, loss_rpn_cls: 0.0460, loss_rpn_bbox: 0.0415, loss_semantic_seg: 0.2912, s0.loss_cls: 0.2738, s0.acc: 91.2700, s0.loss_bbox: 0.1425, s0.loss_mask: 0.2712, s1.loss_cls: 0.1280, s1.acc: 91.7432, s1.loss_bbox: 0.1372, s1.loss_mask: 0.1262, s2.loss_cls: 0.0618, s2.acc: 91.9057, s2.loss_bbox: 0.0792, s2.loss_mask: 0.0585, loss: 1.6571 2022-06-05 01:32:37,947 - mmdet - INFO - Epoch [2][3300/7330] lr: 1.000e-04, eta: 4 days, 7:47:45, time: 1.441, data_time: 0.016, memory: 64731, loss_rpn_cls: 0.0402, loss_rpn_bbox: 0.0404, loss_semantic_seg: 0.2787, s0.loss_cls: 0.2651, s0.acc: 91.3237, s0.loss_bbox: 0.1424, s0.loss_mask: 0.2575, s1.loss_cls: 0.1241, s1.acc: 91.9127, s1.loss_bbox: 0.1384, s1.loss_mask: 0.1194, s2.loss_cls: 0.0601, s2.acc: 91.9387, s2.loss_bbox: 0.0800, s2.loss_mask: 0.0555, loss: 1.6018 2022-06-05 01:33:50,987 - mmdet - INFO - Epoch [2][3350/7330] lr: 1.000e-04, eta: 4 days, 7:46:14, time: 1.461, data_time: 0.020, memory: 64731, loss_rpn_cls: 0.0395, loss_rpn_bbox: 0.0400, loss_semantic_seg: 0.2679, s0.loss_cls: 0.2711, s0.acc: 91.0945, s0.loss_bbox: 0.1527, s0.loss_mask: 0.2642, s1.loss_cls: 0.1288, s1.acc: 91.4915, s1.loss_bbox: 0.1484, s1.loss_mask: 0.1220, s2.loss_cls: 0.0629, s2.acc: 91.5305, s2.loss_bbox: 0.0847, s2.loss_mask: 0.0560, loss: 1.6384 2022-06-05 01:35:04,066 - mmdet - INFO - Epoch [2][3400/7330] lr: 1.000e-04, eta: 4 days, 7:44:44, time: 1.462, data_time: 0.018, memory: 64731, loss_rpn_cls: 0.0426, loss_rpn_bbox: 0.0412, loss_semantic_seg: 0.2784, s0.loss_cls: 0.2661, s0.acc: 91.0728, s0.loss_bbox: 0.1493, s0.loss_mask: 0.2637, s1.loss_cls: 0.1236, s1.acc: 91.7678, s1.loss_bbox: 0.1458, s1.loss_mask: 0.1219, s2.loss_cls: 0.0595, s2.acc: 91.8563, s2.loss_bbox: 0.0840, s2.loss_mask: 0.0569, loss: 1.6331 2022-06-05 01:36:16,907 - mmdet - INFO - Epoch [2][3450/7330] lr: 1.000e-04, eta: 4 days, 7:43:08, time: 1.456, data_time: 0.015, memory: 64731, loss_rpn_cls: 0.0421, loss_rpn_bbox: 0.0401, loss_semantic_seg: 0.2792, s0.loss_cls: 0.2730, s0.acc: 91.3352, s0.loss_bbox: 0.1404, s0.loss_mask: 0.2538, s1.loss_cls: 0.1284, s1.acc: 91.8689, s1.loss_bbox: 0.1339, s1.loss_mask: 0.1186, s2.loss_cls: 0.0621, s2.acc: 91.9058, s2.loss_bbox: 0.0777, s2.loss_mask: 0.0558, loss: 1.6052 2022-06-05 01:37:29,784 - mmdet - INFO - Epoch [2][3500/7330] lr: 1.000e-04, eta: 4 days, 7:41:34, time: 1.458, data_time: 0.015, memory: 64731, loss_rpn_cls: 0.0439, loss_rpn_bbox: 0.0412, loss_semantic_seg: 0.2738, s0.loss_cls: 0.2558, s0.acc: 91.4851, s0.loss_bbox: 0.1422, s0.loss_mask: 0.2644, s1.loss_cls: 0.1231, s1.acc: 91.7763, s1.loss_bbox: 0.1401, s1.loss_mask: 0.1231, s2.loss_cls: 0.0602, s2.acc: 91.8664, s2.loss_bbox: 0.0805, s2.loss_mask: 0.0572, loss: 1.6054 2022-06-05 01:38:41,045 - mmdet - INFO - Epoch [2][3550/7330] lr: 1.000e-04, eta: 4 days, 7:39:22, time: 1.425, data_time: 0.013, memory: 64731, loss_rpn_cls: 0.0389, loss_rpn_bbox: 0.0394, loss_semantic_seg: 0.2717, s0.loss_cls: 0.2497, s0.acc: 91.8032, s0.loss_bbox: 0.1389, s0.loss_mask: 0.2625, s1.loss_cls: 0.1171, s1.acc: 92.2760, s1.loss_bbox: 0.1338, s1.loss_mask: 0.1224, s2.loss_cls: 0.0567, s2.acc: 92.2779, s2.loss_bbox: 0.0768, s2.loss_mask: 0.0559, loss: 1.5640 2022-06-05 01:39:52,423 - mmdet - INFO - Epoch [2][3600/7330] lr: 1.000e-04, eta: 4 days, 7:37:12, time: 1.427, data_time: 0.016, memory: 64731, loss_rpn_cls: 0.0453, loss_rpn_bbox: 0.0429, loss_semantic_seg: 0.2718, s0.loss_cls: 0.2509, s0.acc: 91.7332, s0.loss_bbox: 0.1406, s0.loss_mask: 0.2686, s1.loss_cls: 0.1169, s1.acc: 92.2465, s1.loss_bbox: 0.1362, s1.loss_mask: 0.1241, s2.loss_cls: 0.0568, s2.acc: 92.4077, s2.loss_bbox: 0.0788, s2.loss_mask: 0.0582, loss: 1.5913 2022-06-05 01:41:03,792 - mmdet - INFO - Epoch [2][3650/7330] lr: 1.000e-04, eta: 4 days, 7:35:04, time: 1.428, data_time: 0.016, memory: 64731, loss_rpn_cls: 0.0443, loss_rpn_bbox: 0.0410, loss_semantic_seg: 0.2780, s0.loss_cls: 0.2696, s0.acc: 91.2505, s0.loss_bbox: 0.1456, s0.loss_mask: 0.2636, s1.loss_cls: 0.1267, s1.acc: 91.8583, s1.loss_bbox: 0.1420, s1.loss_mask: 0.1209, s2.loss_cls: 0.0602, s2.acc: 91.9665, s2.loss_bbox: 0.0789, s2.loss_mask: 0.0556, loss: 1.6265 2022-06-05 01:42:15,821 - mmdet - INFO - Epoch [2][3700/7330] lr: 1.000e-04, eta: 4 days, 7:33:12, time: 1.441, data_time: 0.019, memory: 64731, loss_rpn_cls: 0.0446, loss_rpn_bbox: 0.0396, loss_semantic_seg: 0.2782, s0.loss_cls: 0.2692, s0.acc: 91.2944, s0.loss_bbox: 0.1447, s0.loss_mask: 0.2669, s1.loss_cls: 0.1277, s1.acc: 91.6814, s1.loss_bbox: 0.1390, s1.loss_mask: 0.1236, s2.loss_cls: 0.0612, s2.acc: 91.8691, s2.loss_bbox: 0.0785, s2.loss_mask: 0.0575, loss: 1.6307 2022-06-05 01:43:28,191 - mmdet - INFO - Epoch [2][3750/7330] lr: 1.000e-04, eta: 4 days, 7:31:28, time: 1.447, data_time: 0.012, memory: 64731, loss_rpn_cls: 0.0408, loss_rpn_bbox: 0.0395, loss_semantic_seg: 0.2753, s0.loss_cls: 0.2576, s0.acc: 91.5964, s0.loss_bbox: 0.1408, s0.loss_mask: 0.2513, s1.loss_cls: 0.1209, s1.acc: 92.0644, s1.loss_bbox: 0.1368, s1.loss_mask: 0.1173, s2.loss_cls: 0.0585, s2.acc: 92.2138, s2.loss_bbox: 0.0793, s2.loss_mask: 0.0542, loss: 1.5723 2022-06-05 01:44:40,120 - mmdet - INFO - Epoch [2][3800/7330] lr: 1.000e-04, eta: 4 days, 7:29:34, time: 1.439, data_time: 0.015, memory: 64731, loss_rpn_cls: 0.0426, loss_rpn_bbox: 0.0425, loss_semantic_seg: 0.2798, s0.loss_cls: 0.2676, s0.acc: 91.2346, s0.loss_bbox: 0.1470, s0.loss_mask: 0.2717, s1.loss_cls: 0.1266, s1.acc: 91.7223, s1.loss_bbox: 0.1417, s1.loss_mask: 0.1250, s2.loss_cls: 0.0607, s2.acc: 91.8943, s2.loss_bbox: 0.0797, s2.loss_mask: 0.0579, loss: 1.6429 2022-06-05 01:45:52,867 - mmdet - INFO - Epoch [2][3850/7330] lr: 1.000e-04, eta: 4 days, 7:27:58, time: 1.455, data_time: 0.014, memory: 64731, loss_rpn_cls: 0.0439, loss_rpn_bbox: 0.0442, loss_semantic_seg: 0.2695, s0.loss_cls: 0.2654, s0.acc: 91.1777, s0.loss_bbox: 0.1486, s0.loss_mask: 0.2657, s1.loss_cls: 0.1256, s1.acc: 91.6883, s1.loss_bbox: 0.1415, s1.loss_mask: 0.1239, s2.loss_cls: 0.0600, s2.acc: 91.8350, s2.loss_bbox: 0.0815, s2.loss_mask: 0.0578, loss: 1.6277 2022-06-05 01:47:05,965 - mmdet - INFO - Epoch [2][3900/7330] lr: 1.000e-04, eta: 4 days, 7:26:31, time: 1.462, data_time: 0.014, memory: 64731, loss_rpn_cls: 0.0434, loss_rpn_bbox: 0.0433, loss_semantic_seg: 0.2612, s0.loss_cls: 0.2681, s0.acc: 91.2339, s0.loss_bbox: 0.1475, s0.loss_mask: 0.2651, s1.loss_cls: 0.1257, s1.acc: 91.7097, s1.loss_bbox: 0.1372, s1.loss_mask: 0.1227, s2.loss_cls: 0.0601, s2.acc: 91.8884, s2.loss_bbox: 0.0780, s2.loss_mask: 0.0575, loss: 1.6099 2022-06-05 01:48:17,980 - mmdet - INFO - Epoch [2][3950/7330] lr: 1.000e-04, eta: 4 days, 7:24:40, time: 1.440, data_time: 0.015, memory: 64731, loss_rpn_cls: 0.0423, loss_rpn_bbox: 0.0400, loss_semantic_seg: 0.2711, s0.loss_cls: 0.2676, s0.acc: 91.1265, s0.loss_bbox: 0.1455, s0.loss_mask: 0.2625, s1.loss_cls: 0.1277, s1.acc: 91.5126, s1.loss_bbox: 0.1403, s1.loss_mask: 0.1213, s2.loss_cls: 0.0620, s2.acc: 91.6037, s2.loss_bbox: 0.0800, s2.loss_mask: 0.0563, loss: 1.6166 2022-06-05 01:49:29,508 - mmdet - INFO - Epoch [2][4000/7330] lr: 1.000e-04, eta: 4 days, 7:22:38, time: 1.431, data_time: 0.017, memory: 64731, loss_rpn_cls: 0.0430, loss_rpn_bbox: 0.0417, loss_semantic_seg: 0.2799, s0.loss_cls: 0.2642, s0.acc: 91.3320, s0.loss_bbox: 0.1379, s0.loss_mask: 0.2569, s1.loss_cls: 0.1248, s1.acc: 91.8605, s1.loss_bbox: 0.1324, s1.loss_mask: 0.1180, s2.loss_cls: 0.0603, s2.acc: 91.9358, s2.loss_bbox: 0.0767, s2.loss_mask: 0.0541, loss: 1.5900 2022-06-05 01:50:43,512 - mmdet - INFO - Epoch [2][4050/7330] lr: 1.000e-04, eta: 4 days, 7:21:31, time: 1.480, data_time: 0.014, memory: 64731, loss_rpn_cls: 0.0416, loss_rpn_bbox: 0.0435, loss_semantic_seg: 0.2766, s0.loss_cls: 0.2585, s0.acc: 91.3999, s0.loss_bbox: 0.1451, s0.loss_mask: 0.2642, s1.loss_cls: 0.1223, s1.acc: 92.0078, s1.loss_bbox: 0.1415, s1.loss_mask: 0.1231, s2.loss_cls: 0.0597, s2.acc: 92.1015, s2.loss_bbox: 0.0827, s2.loss_mask: 0.0570, loss: 1.6157 2022-06-05 01:51:55,422 - mmdet - INFO - Epoch [2][4100/7330] lr: 1.000e-04, eta: 4 days, 7:19:38, time: 1.438, data_time: 0.015, memory: 64731, loss_rpn_cls: 0.0434, loss_rpn_bbox: 0.0389, loss_semantic_seg: 0.2786, s0.loss_cls: 0.2656, s0.acc: 91.3230, s0.loss_bbox: 0.1389, s0.loss_mask: 0.2527, s1.loss_cls: 0.1237, s1.acc: 91.8569, s1.loss_bbox: 0.1348, s1.loss_mask: 0.1167, s2.loss_cls: 0.0608, s2.acc: 91.8766, s2.loss_bbox: 0.0790, s2.loss_mask: 0.0542, loss: 1.5874 2022-06-05 01:53:07,821 - mmdet - INFO - Epoch [2][4150/7330] lr: 1.000e-04, eta: 4 days, 7:17:57, time: 1.448, data_time: 0.015, memory: 64731, loss_rpn_cls: 0.0417, loss_rpn_bbox: 0.0419, loss_semantic_seg: 0.2781, s0.loss_cls: 0.2602, s0.acc: 91.3689, s0.loss_bbox: 0.1437, s0.loss_mask: 0.2592, s1.loss_cls: 0.1221, s1.acc: 91.8405, s1.loss_bbox: 0.1384, s1.loss_mask: 0.1193, s2.loss_cls: 0.0595, s2.acc: 91.7283, s2.loss_bbox: 0.0794, s2.loss_mask: 0.0551, loss: 1.5986 2022-06-05 01:54:18,718 - mmdet - INFO - Epoch [2][4200/7330] lr: 1.000e-04, eta: 4 days, 7:15:42, time: 1.418, data_time: 0.018, memory: 64731, loss_rpn_cls: 0.0385, loss_rpn_bbox: 0.0416, loss_semantic_seg: 0.2590, s0.loss_cls: 0.2569, s0.acc: 91.5071, s0.loss_bbox: 0.1461, s0.loss_mask: 0.2628, s1.loss_cls: 0.1209, s1.acc: 91.9949, s1.loss_bbox: 0.1396, s1.loss_mask: 0.1222, s2.loss_cls: 0.0587, s2.acc: 92.0821, s2.loss_bbox: 0.0795, s2.loss_mask: 0.0569, loss: 1.5829 2022-06-05 01:55:31,222 - mmdet - INFO - Epoch [2][4250/7330] lr: 1.000e-04, eta: 4 days, 7:14:04, time: 1.450, data_time: 0.017, memory: 64731, loss_rpn_cls: 0.0436, loss_rpn_bbox: 0.0420, loss_semantic_seg: 0.2584, s0.loss_cls: 0.2643, s0.acc: 91.1553, s0.loss_bbox: 0.1492, s0.loss_mask: 0.2624, s1.loss_cls: 0.1254, s1.acc: 91.6462, s1.loss_bbox: 0.1435, s1.loss_mask: 0.1219, s2.loss_cls: 0.0612, s2.acc: 91.6688, s2.loss_bbox: 0.0827, s2.loss_mask: 0.0568, loss: 1.6114 2022-06-05 01:56:43,873 - mmdet - INFO - Epoch [2][4300/7330] lr: 1.000e-04, eta: 4 days, 7:12:28, time: 1.453, data_time: 0.014, memory: 64731, loss_rpn_cls: 0.0425, loss_rpn_bbox: 0.0399, loss_semantic_seg: 0.2743, s0.loss_cls: 0.2560, s0.acc: 91.5286, s0.loss_bbox: 0.1445, s0.loss_mask: 0.2708, s1.loss_cls: 0.1202, s1.acc: 92.0348, s1.loss_bbox: 0.1380, s1.loss_mask: 0.1255, s2.loss_cls: 0.0576, s2.acc: 92.2703, s2.loss_bbox: 0.0775, s2.loss_mask: 0.0581, loss: 1.6047 2022-06-05 01:57:55,841 - mmdet - INFO - Epoch [2][4350/7330] lr: 1.000e-04, eta: 4 days, 7:10:38, time: 1.439, data_time: 0.017, memory: 64731, loss_rpn_cls: 0.0448, loss_rpn_bbox: 0.0384, loss_semantic_seg: 0.2599, s0.loss_cls: 0.2553, s0.acc: 91.6841, s0.loss_bbox: 0.1397, s0.loss_mask: 0.2544, s1.loss_cls: 0.1188, s1.acc: 92.1412, s1.loss_bbox: 0.1358, s1.loss_mask: 0.1174, s2.loss_cls: 0.0577, s2.acc: 92.1604, s2.loss_bbox: 0.0793, s2.loss_mask: 0.0544, loss: 1.5559 2022-06-05 01:59:08,155 - mmdet - INFO - Epoch [2][4400/7330] lr: 1.000e-04, eta: 4 days, 7:08:56, time: 1.446, data_time: 0.014, memory: 64731, loss_rpn_cls: 0.0415, loss_rpn_bbox: 0.0404, loss_semantic_seg: 0.2760, s0.loss_cls: 0.2630, s0.acc: 91.2834, s0.loss_bbox: 0.1436, s0.loss_mask: 0.2587, s1.loss_cls: 0.1244, s1.acc: 91.7878, s1.loss_bbox: 0.1404, s1.loss_mask: 0.1206, s2.loss_cls: 0.0603, s2.acc: 91.8474, s2.loss_bbox: 0.0816, s2.loss_mask: 0.0562, loss: 1.6066 2022-06-05 02:00:22,805 - mmdet - INFO - Epoch [2][4450/7330] lr: 1.000e-04, eta: 4 days, 7:08:04, time: 1.493, data_time: 0.014, memory: 64731, loss_rpn_cls: 0.0429, loss_rpn_bbox: 0.0389, loss_semantic_seg: 0.2738, s0.loss_cls: 0.2536, s0.acc: 91.6394, s0.loss_bbox: 0.1413, s0.loss_mask: 0.2660, s1.loss_cls: 0.1193, s1.acc: 92.1488, s1.loss_bbox: 0.1365, s1.loss_mask: 0.1231, s2.loss_cls: 0.0583, s2.acc: 92.1599, s2.loss_bbox: 0.0775, s2.loss_mask: 0.0569, loss: 1.5881 2022-06-05 02:01:35,727 - mmdet - INFO - Epoch [2][4500/7330] lr: 1.000e-04, eta: 4 days, 7:06:35, time: 1.458, data_time: 0.016, memory: 64731, loss_rpn_cls: 0.0399, loss_rpn_bbox: 0.0397, loss_semantic_seg: 0.2721, s0.loss_cls: 0.2606, s0.acc: 91.5867, s0.loss_bbox: 0.1409, s0.loss_mask: 0.2603, s1.loss_cls: 0.1211, s1.acc: 92.0642, s1.loss_bbox: 0.1354, s1.loss_mask: 0.1206, s2.loss_cls: 0.0596, s2.acc: 92.0039, s2.loss_bbox: 0.0789, s2.loss_mask: 0.0560, loss: 1.5849 2022-06-05 02:02:48,844 - mmdet - INFO - Epoch [2][4550/7330] lr: 1.000e-04, eta: 4 days, 7:05:11, time: 1.462, data_time: 0.017, memory: 64731, loss_rpn_cls: 0.0399, loss_rpn_bbox: 0.0394, loss_semantic_seg: 0.2609, s0.loss_cls: 0.2585, s0.acc: 91.3772, s0.loss_bbox: 0.1418, s0.loss_mask: 0.2600, s1.loss_cls: 0.1210, s1.acc: 91.9142, s1.loss_bbox: 0.1379, s1.loss_mask: 0.1190, s2.loss_cls: 0.0585, s2.acc: 92.0060, s2.loss_bbox: 0.0799, s2.loss_mask: 0.0550, loss: 1.5719 2022-06-05 02:04:00,499 - mmdet - INFO - Epoch [2][4600/7330] lr: 1.000e-04, eta: 4 days, 7:03:15, time: 1.433, data_time: 0.018, memory: 64731, loss_rpn_cls: 0.0397, loss_rpn_bbox: 0.0413, loss_semantic_seg: 0.2637, s0.loss_cls: 0.2670, s0.acc: 91.2156, s0.loss_bbox: 0.1471, s0.loss_mask: 0.2625, s1.loss_cls: 0.1258, s1.acc: 91.5927, s1.loss_bbox: 0.1417, s1.loss_mask: 0.1217, s2.loss_cls: 0.0614, s2.acc: 91.5534, s2.loss_bbox: 0.0829, s2.loss_mask: 0.0565, loss: 1.6113 2022-06-05 02:05:12,569 - mmdet - INFO - Epoch [2][4650/7330] lr: 1.000e-04, eta: 4 days, 7:01:29, time: 1.441, data_time: 0.013, memory: 64731, loss_rpn_cls: 0.0389, loss_rpn_bbox: 0.0405, loss_semantic_seg: 0.2700, s0.loss_cls: 0.2684, s0.acc: 91.0610, s0.loss_bbox: 0.1512, s0.loss_mask: 0.2616, s1.loss_cls: 0.1266, s1.acc: 91.5140, s1.loss_bbox: 0.1458, s1.loss_mask: 0.1205, s2.loss_cls: 0.0613, s2.acc: 91.4347, s2.loss_bbox: 0.0827, s2.loss_mask: 0.0557, loss: 1.6232 2022-06-05 02:06:24,450 - mmdet - INFO - Epoch [2][4700/7330] lr: 1.000e-04, eta: 4 days, 6:59:39, time: 1.438, data_time: 0.014, memory: 64731, loss_rpn_cls: 0.0415, loss_rpn_bbox: 0.0410, loss_semantic_seg: 0.2763, s0.loss_cls: 0.2584, s0.acc: 91.6719, s0.loss_bbox: 0.1381, s0.loss_mask: 0.2573, s1.loss_cls: 0.1228, s1.acc: 92.0704, s1.loss_bbox: 0.1323, s1.loss_mask: 0.1193, s2.loss_cls: 0.0592, s2.acc: 92.0865, s2.loss_bbox: 0.0764, s2.loss_mask: 0.0553, loss: 1.5777 2022-06-05 02:07:36,632 - mmdet - INFO - Epoch [2][4750/7330] lr: 1.000e-04, eta: 4 days, 6:57:55, time: 1.443, data_time: 0.017, memory: 64731, loss_rpn_cls: 0.0420, loss_rpn_bbox: 0.0398, loss_semantic_seg: 0.2594, s0.loss_cls: 0.2490, s0.acc: 91.6719, s0.loss_bbox: 0.1379, s0.loss_mask: 0.2500, s1.loss_cls: 0.1181, s1.acc: 91.9953, s1.loss_bbox: 0.1372, s1.loss_mask: 0.1157, s2.loss_cls: 0.0578, s2.acc: 92.0141, s2.loss_bbox: 0.0815, s2.loss_mask: 0.0540, loss: 1.5425 2022-06-05 02:08:50,001 - mmdet - INFO - Epoch [2][4800/7330] lr: 1.000e-04, eta: 4 days, 6:56:37, time: 1.468, data_time: 0.020, memory: 64731, loss_rpn_cls: 0.0402, loss_rpn_bbox: 0.0393, loss_semantic_seg: 0.2645, s0.loss_cls: 0.2613, s0.acc: 91.4756, s0.loss_bbox: 0.1402, s0.loss_mask: 0.2523, s1.loss_cls: 0.1238, s1.acc: 91.7936, s1.loss_bbox: 0.1370, s1.loss_mask: 0.1163, s2.loss_cls: 0.0603, s2.acc: 91.8490, s2.loss_bbox: 0.0801, s2.loss_mask: 0.0538, loss: 1.5689 2022-06-05 02:10:02,365 - mmdet - INFO - Epoch [2][4850/7330] lr: 1.000e-04, eta: 4 days, 6:54:58, time: 1.447, data_time: 0.012, memory: 64731, loss_rpn_cls: 0.0400, loss_rpn_bbox: 0.0395, loss_semantic_seg: 0.2676, s0.loss_cls: 0.2500, s0.acc: 91.7222, s0.loss_bbox: 0.1395, s0.loss_mask: 0.2541, s1.loss_cls: 0.1164, s1.acc: 92.2806, s1.loss_bbox: 0.1351, s1.loss_mask: 0.1182, s2.loss_cls: 0.0563, s2.acc: 92.4000, s2.loss_bbox: 0.0786, s2.loss_mask: 0.0554, loss: 1.5507 2022-06-05 02:11:14,819 - mmdet - INFO - Epoch [2][4900/7330] lr: 1.000e-04, eta: 4 days, 6:53:20, time: 1.448, data_time: 0.014, memory: 64731, loss_rpn_cls: 0.0422, loss_rpn_bbox: 0.0402, loss_semantic_seg: 0.2625, s0.loss_cls: 0.2646, s0.acc: 91.1038, s0.loss_bbox: 0.1468, s0.loss_mask: 0.2593, s1.loss_cls: 0.1258, s1.acc: 91.5104, s1.loss_bbox: 0.1403, s1.loss_mask: 0.1202, s2.loss_cls: 0.0620, s2.acc: 91.5258, s2.loss_bbox: 0.0804, s2.loss_mask: 0.0557, loss: 1.6000 2022-06-05 02:12:28,244 - mmdet - INFO - Epoch [2][4950/7330] lr: 1.000e-04, eta: 4 days, 6:52:04, time: 1.469, data_time: 0.017, memory: 64731, loss_rpn_cls: 0.0393, loss_rpn_bbox: 0.0420, loss_semantic_seg: 0.2639, s0.loss_cls: 0.2541, s0.acc: 91.5950, s0.loss_bbox: 0.1411, s0.loss_mask: 0.2565, s1.loss_cls: 0.1204, s1.acc: 92.0450, s1.loss_bbox: 0.1387, s1.loss_mask: 0.1198, s2.loss_cls: 0.0587, s2.acc: 91.9958, s2.loss_bbox: 0.0800, s2.loss_mask: 0.0560, loss: 1.5704 2022-06-05 02:13:40,315 - mmdet - INFO - Epoch [2][5000/7330] lr: 1.000e-04, eta: 4 days, 6:50:17, time: 1.440, data_time: 0.016, memory: 64731, loss_rpn_cls: 0.0391, loss_rpn_bbox: 0.0395, loss_semantic_seg: 0.2666, s0.loss_cls: 0.2483, s0.acc: 91.6895, s0.loss_bbox: 0.1354, s0.loss_mask: 0.2509, s1.loss_cls: 0.1166, s1.acc: 92.1775, s1.loss_bbox: 0.1330, s1.loss_mask: 0.1172, s2.loss_cls: 0.0562, s2.acc: 92.2731, s2.loss_bbox: 0.0788, s2.loss_mask: 0.0550, loss: 1.5367 2022-06-05 02:14:53,041 - mmdet - INFO - Epoch [2][5050/7330] lr: 1.000e-04, eta: 4 days, 6:48:48, time: 1.456, data_time: 0.017, memory: 64731, loss_rpn_cls: 0.0416, loss_rpn_bbox: 0.0414, loss_semantic_seg: 0.2681, s0.loss_cls: 0.2520, s0.acc: 91.6289, s0.loss_bbox: 0.1395, s0.loss_mask: 0.2580, s1.loss_cls: 0.1184, s1.acc: 92.0968, s1.loss_bbox: 0.1324, s1.loss_mask: 0.1188, s2.loss_cls: 0.0566, s2.acc: 92.2888, s2.loss_bbox: 0.0752, s2.loss_mask: 0.0557, loss: 1.5577 2022-06-05 02:16:04,683 - mmdet - INFO - Epoch [2][5100/7330] lr: 1.000e-04, eta: 4 days, 6:46:54, time: 1.432, data_time: 0.018, memory: 64731, loss_rpn_cls: 0.0389, loss_rpn_bbox: 0.0386, loss_semantic_seg: 0.2670, s0.loss_cls: 0.2513, s0.acc: 91.6663, s0.loss_bbox: 0.1378, s0.loss_mask: 0.2562, s1.loss_cls: 0.1184, s1.acc: 92.1627, s1.loss_bbox: 0.1342, s1.loss_mask: 0.1190, s2.loss_cls: 0.0574, s2.acc: 92.2545, s2.loss_bbox: 0.0775, s2.loss_mask: 0.0557, loss: 1.5522 2022-06-05 02:17:16,187 - mmdet - INFO - Epoch [2][5150/7330] lr: 1.000e-04, eta: 4 days, 6:44:58, time: 1.429, data_time: 0.014, memory: 64731, loss_rpn_cls: 0.0376, loss_rpn_bbox: 0.0386, loss_semantic_seg: 0.2605, s0.loss_cls: 0.2564, s0.acc: 91.5544, s0.loss_bbox: 0.1439, s0.loss_mask: 0.2537, s1.loss_cls: 0.1190, s1.acc: 92.1036, s1.loss_bbox: 0.1377, s1.loss_mask: 0.1190, s2.loss_cls: 0.0575, s2.acc: 92.0718, s2.loss_bbox: 0.0798, s2.loss_mask: 0.0552, loss: 1.5589 2022-06-05 02:18:28,073 - mmdet - INFO - Epoch [2][5200/7330] lr: 1.000e-04, eta: 4 days, 6:43:12, time: 1.439, data_time: 0.018, memory: 64731, loss_rpn_cls: 0.0408, loss_rpn_bbox: 0.0397, loss_semantic_seg: 0.2710, s0.loss_cls: 0.2462, s0.acc: 91.8240, s0.loss_bbox: 0.1360, s0.loss_mask: 0.2519, s1.loss_cls: 0.1154, s1.acc: 92.2374, s1.loss_bbox: 0.1311, s1.loss_mask: 0.1164, s2.loss_cls: 0.0559, s2.acc: 92.2836, s2.loss_bbox: 0.0754, s2.loss_mask: 0.0545, loss: 1.5343 2022-06-05 02:19:40,210 - mmdet - INFO - Epoch [2][5250/7330] lr: 1.000e-04, eta: 4 days, 6:41:30, time: 1.443, data_time: 0.018, memory: 64731, loss_rpn_cls: 0.0407, loss_rpn_bbox: 0.0411, loss_semantic_seg: 0.2647, s0.loss_cls: 0.2535, s0.acc: 91.7815, s0.loss_bbox: 0.1351, s0.loss_mask: 0.2616, s1.loss_cls: 0.1194, s1.acc: 92.2617, s1.loss_bbox: 0.1321, s1.loss_mask: 0.1213, s2.loss_cls: 0.0574, s2.acc: 92.2554, s2.loss_bbox: 0.0762, s2.loss_mask: 0.0564, loss: 1.5595 2022-06-05 02:20:51,335 - mmdet - INFO - Epoch [2][5300/7330] lr: 1.000e-04, eta: 4 days, 6:39:28, time: 1.422, data_time: 0.017, memory: 64731, loss_rpn_cls: 0.0385, loss_rpn_bbox: 0.0372, loss_semantic_seg: 0.2724, s0.loss_cls: 0.2405, s0.acc: 92.0850, s0.loss_bbox: 0.1325, s0.loss_mask: 0.2598, s1.loss_cls: 0.1132, s1.acc: 92.5554, s1.loss_bbox: 0.1315, s1.loss_mask: 0.1215, s2.loss_cls: 0.0555, s2.acc: 92.5509, s2.loss_bbox: 0.0778, s2.loss_mask: 0.0564, loss: 1.5367 2022-06-05 02:22:03,639 - mmdet - INFO - Epoch [2][5350/7330] lr: 1.000e-04, eta: 4 days, 6:37:50, time: 1.445, data_time: 0.016, memory: 64731, loss_rpn_cls: 0.0428, loss_rpn_bbox: 0.0408, loss_semantic_seg: 0.2696, s0.loss_cls: 0.2688, s0.acc: 91.1636, s0.loss_bbox: 0.1490, s0.loss_mask: 0.2606, s1.loss_cls: 0.1266, s1.acc: 91.5732, s1.loss_bbox: 0.1418, s1.loss_mask: 0.1196, s2.loss_cls: 0.0612, s2.acc: 91.7081, s2.loss_bbox: 0.0802, s2.loss_mask: 0.0549, loss: 1.6160 2022-06-05 02:23:16,307 - mmdet - INFO - Epoch [2][5400/7330] lr: 1.000e-04, eta: 4 days, 6:36:19, time: 1.454, data_time: 0.015, memory: 64731, loss_rpn_cls: 0.0429, loss_rpn_bbox: 0.0399, loss_semantic_seg: 0.2606, s0.loss_cls: 0.2594, s0.acc: 91.4214, s0.loss_bbox: 0.1374, s0.loss_mask: 0.2555, s1.loss_cls: 0.1230, s1.acc: 91.8328, s1.loss_bbox: 0.1371, s1.loss_mask: 0.1178, s2.loss_cls: 0.0596, s2.acc: 91.9300, s2.loss_bbox: 0.0782, s2.loss_mask: 0.0548, loss: 1.5662 2022-06-05 02:24:28,687 - mmdet - INFO - Epoch [2][5450/7330] lr: 1.000e-04, eta: 4 days, 6:34:43, time: 1.448, data_time: 0.013, memory: 64731, loss_rpn_cls: 0.0397, loss_rpn_bbox: 0.0391, loss_semantic_seg: 0.2646, s0.loss_cls: 0.2513, s0.acc: 91.6118, s0.loss_bbox: 0.1385, s0.loss_mask: 0.2521, s1.loss_cls: 0.1178, s1.acc: 92.2306, s1.loss_bbox: 0.1352, s1.loss_mask: 0.1179, s2.loss_cls: 0.0575, s2.acc: 92.2635, s2.loss_bbox: 0.0788, s2.loss_mask: 0.0545, loss: 1.5471 2022-06-05 02:25:41,877 - mmdet - INFO - Epoch [2][5500/7330] lr: 1.000e-04, eta: 4 days, 6:33:23, time: 1.464, data_time: 0.017, memory: 64731, loss_rpn_cls: 0.0427, loss_rpn_bbox: 0.0417, loss_semantic_seg: 0.2744, s0.loss_cls: 0.2638, s0.acc: 91.2532, s0.loss_bbox: 0.1451, s0.loss_mask: 0.2580, s1.loss_cls: 0.1242, s1.acc: 91.7007, s1.loss_bbox: 0.1403, s1.loss_mask: 0.1195, s2.loss_cls: 0.0604, s2.acc: 91.7861, s2.loss_bbox: 0.0835, s2.loss_mask: 0.0553, loss: 1.6090 2022-06-05 02:26:54,252 - mmdet - INFO - Epoch [2][5550/7330] lr: 1.000e-04, eta: 4 days, 6:31:47, time: 1.447, data_time: 0.013, memory: 64731, loss_rpn_cls: 0.0405, loss_rpn_bbox: 0.0404, loss_semantic_seg: 0.2689, s0.loss_cls: 0.2582, s0.acc: 91.5730, s0.loss_bbox: 0.1415, s0.loss_mask: 0.2562, s1.loss_cls: 0.1218, s1.acc: 92.0274, s1.loss_bbox: 0.1359, s1.loss_mask: 0.1179, s2.loss_cls: 0.0593, s2.acc: 92.0740, s2.loss_bbox: 0.0796, s2.loss_mask: 0.0550, loss: 1.5752 2022-06-05 02:28:06,810 - mmdet - INFO - Epoch [2][5600/7330] lr: 1.000e-04, eta: 4 days, 6:30:14, time: 1.451, data_time: 0.017, memory: 64731, loss_rpn_cls: 0.0392, loss_rpn_bbox: 0.0390, loss_semantic_seg: 0.2551, s0.loss_cls: 0.2417, s0.acc: 92.1570, s0.loss_bbox: 0.1358, s0.loss_mask: 0.2589, s1.loss_cls: 0.1146, s1.acc: 92.5531, s1.loss_bbox: 0.1328, s1.loss_mask: 0.1216, s2.loss_cls: 0.0559, s2.acc: 92.6359, s2.loss_bbox: 0.0763, s2.loss_mask: 0.0567, loss: 1.5274 2022-06-05 02:29:18,511 - mmdet - INFO - Epoch [2][5650/7330] lr: 1.000e-04, eta: 4 days, 6:28:26, time: 1.434, data_time: 0.013, memory: 64731, loss_rpn_cls: 0.0406, loss_rpn_bbox: 0.0398, loss_semantic_seg: 0.2651, s0.loss_cls: 0.2436, s0.acc: 91.8547, s0.loss_bbox: 0.1348, s0.loss_mask: 0.2513, s1.loss_cls: 0.1150, s1.acc: 92.2991, s1.loss_bbox: 0.1317, s1.loss_mask: 0.1164, s2.loss_cls: 0.0563, s2.acc: 92.2078, s2.loss_bbox: 0.0755, s2.loss_mask: 0.0537, loss: 1.5237 2022-06-05 02:30:30,527 - mmdet - INFO - Epoch [2][5700/7330] lr: 1.000e-04, eta: 4 days, 6:26:43, time: 1.440, data_time: 0.017, memory: 64731, loss_rpn_cls: 0.0361, loss_rpn_bbox: 0.0372, loss_semantic_seg: 0.2636, s0.loss_cls: 0.2486, s0.acc: 91.7087, s0.loss_bbox: 0.1362, s0.loss_mask: 0.2508, s1.loss_cls: 0.1172, s1.acc: 92.2225, s1.loss_bbox: 0.1327, s1.loss_mask: 0.1162, s2.loss_cls: 0.0569, s2.acc: 92.2936, s2.loss_bbox: 0.0777, s2.loss_mask: 0.0537, loss: 1.5269 2022-06-05 02:31:43,015 - mmdet - INFO - Epoch [2][5750/7330] lr: 1.000e-04, eta: 4 days, 6:25:10, time: 1.450, data_time: 0.014, memory: 64731, loss_rpn_cls: 0.0407, loss_rpn_bbox: 0.0411, loss_semantic_seg: 0.2638, s0.loss_cls: 0.2463, s0.acc: 91.7788, s0.loss_bbox: 0.1429, s0.loss_mask: 0.2558, s1.loss_cls: 0.1146, s1.acc: 92.3210, s1.loss_bbox: 0.1355, s1.loss_mask: 0.1180, s2.loss_cls: 0.0556, s2.acc: 92.5084, s2.loss_bbox: 0.0785, s2.loss_mask: 0.0551, loss: 1.5478 2022-06-05 02:32:55,807 - mmdet - INFO - Epoch [2][5800/7330] lr: 1.000e-04, eta: 4 days, 6:23:43, time: 1.456, data_time: 0.015, memory: 64731, loss_rpn_cls: 0.0397, loss_rpn_bbox: 0.0359, loss_semantic_seg: 0.2565, s0.loss_cls: 0.2280, s0.acc: 92.3936, s0.loss_bbox: 0.1267, s0.loss_mask: 0.2524, s1.loss_cls: 0.1065, s1.acc: 92.8711, s1.loss_bbox: 0.1254, s1.loss_mask: 0.1172, s2.loss_cls: 0.0509, s2.acc: 92.9690, s2.loss_bbox: 0.0720, s2.loss_mask: 0.0546, loss: 1.4657 2022-06-05 02:34:08,196 - mmdet - INFO - Epoch [2][5850/7330] lr: 1.000e-04, eta: 4 days, 6:22:08, time: 1.448, data_time: 0.017, memory: 64731, loss_rpn_cls: 0.0405, loss_rpn_bbox: 0.0407, loss_semantic_seg: 0.2562, s0.loss_cls: 0.2367, s0.acc: 91.9512, s0.loss_bbox: 0.1347, s0.loss_mask: 0.2594, s1.loss_cls: 0.1105, s1.acc: 92.4909, s1.loss_bbox: 0.1314, s1.loss_mask: 0.1198, s2.loss_cls: 0.0536, s2.acc: 92.5079, s2.loss_bbox: 0.0772, s2.loss_mask: 0.0560, loss: 1.5167 2022-06-05 02:35:20,037 - mmdet - INFO - Epoch [2][5900/7330] lr: 1.000e-04, eta: 4 days, 6:20:22, time: 1.435, data_time: 0.015, memory: 64731, loss_rpn_cls: 0.0411, loss_rpn_bbox: 0.0379, loss_semantic_seg: 0.2627, s0.loss_cls: 0.2469, s0.acc: 91.6882, s0.loss_bbox: 0.1377, s0.loss_mask: 0.2525, s1.loss_cls: 0.1171, s1.acc: 92.1620, s1.loss_bbox: 0.1347, s1.loss_mask: 0.1171, s2.loss_cls: 0.0571, s2.acc: 92.1351, s2.loss_bbox: 0.0798, s2.loss_mask: 0.0548, loss: 1.5394 2022-06-05 02:36:31,720 - mmdet - INFO - Epoch [2][5950/7330] lr: 1.000e-04, eta: 4 days, 6:18:36, time: 1.435, data_time: 0.015, memory: 64731, loss_rpn_cls: 0.0399, loss_rpn_bbox: 0.0393, loss_semantic_seg: 0.2584, s0.loss_cls: 0.2465, s0.acc: 91.9250, s0.loss_bbox: 0.1363, s0.loss_mask: 0.2591, s1.loss_cls: 0.1155, s1.acc: 92.4088, s1.loss_bbox: 0.1324, s1.loss_mask: 0.1201, s2.loss_cls: 0.0557, s2.acc: 92.4490, s2.loss_bbox: 0.0762, s2.loss_mask: 0.0558, loss: 1.5353 2022-06-05 02:37:44,292 - mmdet - INFO - Epoch [2][6000/7330] lr: 1.000e-04, eta: 4 days, 6:17:05, time: 1.451, data_time: 0.015, memory: 64731, loss_rpn_cls: 0.0394, loss_rpn_bbox: 0.0389, loss_semantic_seg: 0.2671, s0.loss_cls: 0.2438, s0.acc: 91.9744, s0.loss_bbox: 0.1294, s0.loss_mask: 0.2493, s1.loss_cls: 0.1149, s1.acc: 92.3998, s1.loss_bbox: 0.1279, s1.loss_mask: 0.1153, s2.loss_cls: 0.0565, s2.acc: 92.3824, s2.loss_bbox: 0.0750, s2.loss_mask: 0.0534, loss: 1.5110 2022-06-05 02:38:56,341 - mmdet - INFO - Epoch [2][6050/7330] lr: 1.000e-04, eta: 4 days, 6:15:23, time: 1.439, data_time: 0.016, memory: 64731, loss_rpn_cls: 0.0398, loss_rpn_bbox: 0.0398, loss_semantic_seg: 0.2528, s0.loss_cls: 0.2324, s0.acc: 92.2271, s0.loss_bbox: 0.1337, s0.loss_mask: 0.2529, s1.loss_cls: 0.1080, s1.acc: 92.8033, s1.loss_bbox: 0.1303, s1.loss_mask: 0.1176, s2.loss_cls: 0.0526, s2.acc: 92.7143, s2.loss_bbox: 0.0757, s2.loss_mask: 0.0549, loss: 1.4904 2022-06-05 02:40:09,111 - mmdet - INFO - Epoch [2][6100/7330] lr: 1.000e-04, eta: 4 days, 6:13:58, time: 1.457, data_time: 0.018, memory: 64731, loss_rpn_cls: 0.0372, loss_rpn_bbox: 0.0407, loss_semantic_seg: 0.2700, s0.loss_cls: 0.2430, s0.acc: 91.8284, s0.loss_bbox: 0.1398, s0.loss_mask: 0.2537, s1.loss_cls: 0.1165, s1.acc: 92.3017, s1.loss_bbox: 0.1361, s1.loss_mask: 0.1174, s2.loss_cls: 0.0570, s2.acc: 92.2382, s2.loss_bbox: 0.0772, s2.loss_mask: 0.0543, loss: 1.5428 2022-06-05 02:41:22,038 - mmdet - INFO - Epoch [2][6150/7330] lr: 1.000e-04, eta: 4 days, 6:12:34, time: 1.458, data_time: 0.017, memory: 64731, loss_rpn_cls: 0.0373, loss_rpn_bbox: 0.0430, loss_semantic_seg: 0.2588, s0.loss_cls: 0.2475, s0.acc: 91.8220, s0.loss_bbox: 0.1369, s0.loss_mask: 0.2595, s1.loss_cls: 0.1175, s1.acc: 92.2391, s1.loss_bbox: 0.1328, s1.loss_mask: 0.1197, s2.loss_cls: 0.0566, s2.acc: 92.4526, s2.loss_bbox: 0.0769, s2.loss_mask: 0.0559, loss: 1.5423 2022-06-05 02:42:33,920 - mmdet - INFO - Epoch [2][6200/7330] lr: 1.000e-04, eta: 4 days, 6:10:51, time: 1.438, data_time: 0.017, memory: 64731, loss_rpn_cls: 0.0413, loss_rpn_bbox: 0.0407, loss_semantic_seg: 0.2558, s0.loss_cls: 0.2324, s0.acc: 92.0920, s0.loss_bbox: 0.1332, s0.loss_mask: 0.2567, s1.loss_cls: 0.1085, s1.acc: 92.6560, s1.loss_bbox: 0.1291, s1.loss_mask: 0.1195, s2.loss_cls: 0.0532, s2.acc: 92.5880, s2.loss_bbox: 0.0753, s2.loss_mask: 0.0554, loss: 1.5011 2022-06-05 02:43:46,574 - mmdet - INFO - Epoch [2][6250/7330] lr: 1.000e-04, eta: 4 days, 6:09:23, time: 1.453, data_time: 0.017, memory: 64731, loss_rpn_cls: 0.0404, loss_rpn_bbox: 0.0387, loss_semantic_seg: 0.2644, s0.loss_cls: 0.2437, s0.acc: 92.0354, s0.loss_bbox: 0.1306, s0.loss_mask: 0.2509, s1.loss_cls: 0.1143, s1.acc: 92.4723, s1.loss_bbox: 0.1265, s1.loss_mask: 0.1163, s2.loss_cls: 0.0554, s2.acc: 92.5128, s2.loss_bbox: 0.0753, s2.loss_mask: 0.0539, loss: 1.5104 2022-06-05 02:44:59,438 - mmdet - INFO - Epoch [2][6300/7330] lr: 1.000e-04, eta: 4 days, 6:07:58, time: 1.457, data_time: 0.016, memory: 64731, loss_rpn_cls: 0.0396, loss_rpn_bbox: 0.0400, loss_semantic_seg: 0.2647, s0.loss_cls: 0.2342, s0.acc: 92.1235, s0.loss_bbox: 0.1321, s0.loss_mask: 0.2462, s1.loss_cls: 0.1108, s1.acc: 92.4079, s1.loss_bbox: 0.1310, s1.loss_mask: 0.1144, s2.loss_cls: 0.0542, s2.acc: 92.5127, s2.loss_bbox: 0.0761, s2.loss_mask: 0.0527, loss: 1.4960 2022-06-05 02:46:12,403 - mmdet - INFO - Epoch [2][6350/7330] lr: 1.000e-04, eta: 4 days, 6:06:36, time: 1.459, data_time: 0.013, memory: 64731, loss_rpn_cls: 0.0387, loss_rpn_bbox: 0.0400, loss_semantic_seg: 0.2646, s0.loss_cls: 0.2521, s0.acc: 91.5708, s0.loss_bbox: 0.1398, s0.loss_mask: 0.2589, s1.loss_cls: 0.1178, s1.acc: 92.0743, s1.loss_bbox: 0.1325, s1.loss_mask: 0.1205, s2.loss_cls: 0.0579, s2.acc: 92.1144, s2.loss_bbox: 0.0761, s2.loss_mask: 0.0561, loss: 1.5550 2022-06-05 02:47:25,188 - mmdet - INFO - Epoch [2][6400/7330] lr: 1.000e-04, eta: 4 days, 6:05:10, time: 1.456, data_time: 0.014, memory: 64731, loss_rpn_cls: 0.0408, loss_rpn_bbox: 0.0407, loss_semantic_seg: 0.2591, s0.loss_cls: 0.2394, s0.acc: 91.8699, s0.loss_bbox: 0.1359, s0.loss_mask: 0.2571, s1.loss_cls: 0.1127, s1.acc: 92.2727, s1.loss_bbox: 0.1321, s1.loss_mask: 0.1187, s2.loss_cls: 0.0545, s2.acc: 92.3540, s2.loss_bbox: 0.0762, s2.loss_mask: 0.0553, loss: 1.5226 2022-06-05 02:48:38,286 - mmdet - INFO - Epoch [2][6450/7330] lr: 1.000e-04, eta: 4 days, 6:03:48, time: 1.460, data_time: 0.013, memory: 64731, loss_rpn_cls: 0.0387, loss_rpn_bbox: 0.0407, loss_semantic_seg: 0.2562, s0.loss_cls: 0.2415, s0.acc: 91.8755, s0.loss_bbox: 0.1353, s0.loss_mask: 0.2488, s1.loss_cls: 0.1133, s1.acc: 92.3732, s1.loss_bbox: 0.1336, s1.loss_mask: 0.1152, s2.loss_cls: 0.0548, s2.acc: 92.4900, s2.loss_bbox: 0.0782, s2.loss_mask: 0.0536, loss: 1.5097 2022-06-05 02:49:51,843 - mmdet - INFO - Epoch [2][6500/7330] lr: 1.000e-04, eta: 4 days, 6:02:38, time: 1.473, data_time: 0.018, memory: 64731, loss_rpn_cls: 0.0382, loss_rpn_bbox: 0.0391, loss_semantic_seg: 0.2556, s0.loss_cls: 0.2502, s0.acc: 91.6147, s0.loss_bbox: 0.1364, s0.loss_mask: 0.2531, s1.loss_cls: 0.1185, s1.acc: 92.0493, s1.loss_bbox: 0.1338, s1.loss_mask: 0.1169, s2.loss_cls: 0.0568, s2.acc: 92.1373, s2.loss_bbox: 0.0781, s2.loss_mask: 0.0547, loss: 1.5314 2022-06-05 02:51:04,909 - mmdet - INFO - Epoch [2][6550/7330] lr: 1.000e-04, eta: 4 days, 6:01:18, time: 1.461, data_time: 0.014, memory: 64731, loss_rpn_cls: 0.0367, loss_rpn_bbox: 0.0399, loss_semantic_seg: 0.2625, s0.loss_cls: 0.2363, s0.acc: 92.1982, s0.loss_bbox: 0.1279, s0.loss_mask: 0.2540, s1.loss_cls: 0.1098, s1.acc: 92.8077, s1.loss_bbox: 0.1265, s1.loss_mask: 0.1159, s2.loss_cls: 0.0536, s2.acc: 92.8172, s2.loss_bbox: 0.0759, s2.loss_mask: 0.0534, loss: 1.4923 2022-06-05 02:52:17,862 - mmdet - INFO - Epoch [2][6600/7330] lr: 1.000e-04, eta: 4 days, 5:59:55, time: 1.459, data_time: 0.017, memory: 64731, loss_rpn_cls: 0.0394, loss_rpn_bbox: 0.0423, loss_semantic_seg: 0.2623, s0.loss_cls: 0.2505, s0.acc: 91.6189, s0.loss_bbox: 0.1410, s0.loss_mask: 0.2544, s1.loss_cls: 0.1178, s1.acc: 92.0955, s1.loss_bbox: 0.1346, s1.loss_mask: 0.1176, s2.loss_cls: 0.0577, s2.acc: 92.1859, s2.loss_bbox: 0.0793, s2.loss_mask: 0.0548, loss: 1.5517 2022-06-05 02:53:30,978 - mmdet - INFO - Epoch [2][6650/7330] lr: 1.000e-04, eta: 4 days, 5:58:36, time: 1.462, data_time: 0.017, memory: 64731, loss_rpn_cls: 0.0379, loss_rpn_bbox: 0.0364, loss_semantic_seg: 0.2492, s0.loss_cls: 0.2336, s0.acc: 92.1699, s0.loss_bbox: 0.1295, s0.loss_mask: 0.2461, s1.loss_cls: 0.1108, s1.acc: 92.6025, s1.loss_bbox: 0.1278, s1.loss_mask: 0.1153, s2.loss_cls: 0.0540, s2.acc: 92.5796, s2.loss_bbox: 0.0767, s2.loss_mask: 0.0543, loss: 1.4716 2022-06-05 02:54:43,968 - mmdet - INFO - Epoch [2][6700/7330] lr: 1.000e-04, eta: 4 days, 5:57:14, time: 1.460, data_time: 0.021, memory: 64731, loss_rpn_cls: 0.0401, loss_rpn_bbox: 0.0410, loss_semantic_seg: 0.2590, s0.loss_cls: 0.2449, s0.acc: 91.9199, s0.loss_bbox: 0.1349, s0.loss_mask: 0.2562, s1.loss_cls: 0.1166, s1.acc: 92.3439, s1.loss_bbox: 0.1340, s1.loss_mask: 0.1197, s2.loss_cls: 0.0572, s2.acc: 92.3800, s2.loss_bbox: 0.0779, s2.loss_mask: 0.0560, loss: 1.5375 2022-06-05 02:55:56,336 - mmdet - INFO - Epoch [2][6750/7330] lr: 1.000e-04, eta: 4 days, 5:55:42, time: 1.448, data_time: 0.017, memory: 64731, loss_rpn_cls: 0.0400, loss_rpn_bbox: 0.0383, loss_semantic_seg: 0.2763, s0.loss_cls: 0.2444, s0.acc: 91.9678, s0.loss_bbox: 0.1330, s0.loss_mask: 0.2563, s1.loss_cls: 0.1145, s1.acc: 92.4494, s1.loss_bbox: 0.1312, s1.loss_mask: 0.1181, s2.loss_cls: 0.0562, s2.acc: 92.4014, s2.loss_bbox: 0.0751, s2.loss_mask: 0.0546, loss: 1.5379 2022-06-05 02:57:09,266 - mmdet - INFO - Epoch [2][6800/7330] lr: 1.000e-04, eta: 4 days, 5:54:19, time: 1.459, data_time: 0.017, memory: 64731, loss_rpn_cls: 0.0394, loss_rpn_bbox: 0.0410, loss_semantic_seg: 0.2710, s0.loss_cls: 0.2439, s0.acc: 91.7986, s0.loss_bbox: 0.1409, s0.loss_mask: 0.2559, s1.loss_cls: 0.1161, s1.acc: 92.1789, s1.loss_bbox: 0.1362, s1.loss_mask: 0.1180, s2.loss_cls: 0.0562, s2.acc: 92.3152, s2.loss_bbox: 0.0798, s2.loss_mask: 0.0553, loss: 1.5537 2022-06-05 02:58:22,606 - mmdet - INFO - Epoch [2][6850/7330] lr: 1.000e-04, eta: 4 days, 5:53:03, time: 1.467, data_time: 0.013, memory: 64731, loss_rpn_cls: 0.0372, loss_rpn_bbox: 0.0377, loss_semantic_seg: 0.2568, s0.loss_cls: 0.2354, s0.acc: 92.2170, s0.loss_bbox: 0.1301, s0.loss_mask: 0.2488, s1.loss_cls: 0.1105, s1.acc: 92.6869, s1.loss_bbox: 0.1279, s1.loss_mask: 0.1141, s2.loss_cls: 0.0538, s2.acc: 92.7709, s2.loss_bbox: 0.0748, s2.loss_mask: 0.0531, loss: 1.4802 2022-06-05 02:59:34,758 - mmdet - INFO - Epoch [2][6900/7330] lr: 1.000e-04, eta: 4 days, 5:51:28, time: 1.443, data_time: 0.012, memory: 64731, loss_rpn_cls: 0.0387, loss_rpn_bbox: 0.0390, loss_semantic_seg: 0.2632, s0.loss_cls: 0.2487, s0.acc: 91.8682, s0.loss_bbox: 0.1343, s0.loss_mask: 0.2502, s1.loss_cls: 0.1163, s1.acc: 92.2662, s1.loss_bbox: 0.1331, s1.loss_mask: 0.1162, s2.loss_cls: 0.0558, s2.acc: 92.4501, s2.loss_bbox: 0.0786, s2.loss_mask: 0.0544, loss: 1.5284 2022-06-05 03:00:46,897 - mmdet - INFO - Epoch [2][6950/7330] lr: 1.000e-04, eta: 4 days, 5:49:51, time: 1.443, data_time: 0.013, memory: 64731, loss_rpn_cls: 0.0353, loss_rpn_bbox: 0.0349, loss_semantic_seg: 0.2521, s0.loss_cls: 0.2367, s0.acc: 92.0322, s0.loss_bbox: 0.1342, s0.loss_mask: 0.2443, s1.loss_cls: 0.1121, s1.acc: 92.5029, s1.loss_bbox: 0.1299, s1.loss_mask: 0.1128, s2.loss_cls: 0.0546, s2.acc: 92.4422, s2.loss_bbox: 0.0765, s2.loss_mask: 0.0526, loss: 1.4761 2022-06-05 03:02:00,212 - mmdet - INFO - Epoch [2][7000/7330] lr: 1.000e-04, eta: 4 days, 5:48:35, time: 1.466, data_time: 0.019, memory: 64731, loss_rpn_cls: 0.0407, loss_rpn_bbox: 0.0407, loss_semantic_seg: 0.2502, s0.loss_cls: 0.2450, s0.acc: 91.6155, s0.loss_bbox: 0.1358, s0.loss_mask: 0.2497, s1.loss_cls: 0.1138, s1.acc: 92.2151, s1.loss_bbox: 0.1310, s1.loss_mask: 0.1152, s2.loss_cls: 0.0555, s2.acc: 92.2698, s2.loss_bbox: 0.0755, s2.loss_mask: 0.0536, loss: 1.5067 2022-06-05 03:03:13,219 - mmdet - INFO - Epoch [2][7050/7330] lr: 1.000e-04, eta: 4 days, 5:47:15, time: 1.461, data_time: 0.017, memory: 64731, loss_rpn_cls: 0.0352, loss_rpn_bbox: 0.0356, loss_semantic_seg: 0.2520, s0.loss_cls: 0.2481, s0.acc: 91.8923, s0.loss_bbox: 0.1331, s0.loss_mask: 0.2484, s1.loss_cls: 0.1157, s1.acc: 92.3655, s1.loss_bbox: 0.1300, s1.loss_mask: 0.1155, s2.loss_cls: 0.0574, s2.acc: 92.2818, s2.loss_bbox: 0.0765, s2.loss_mask: 0.0536, loss: 1.5012 2022-06-05 03:04:26,056 - mmdet - INFO - Epoch [2][7100/7330] lr: 1.000e-04, eta: 4 days, 5:45:51, time: 1.457, data_time: 0.018, memory: 64731, loss_rpn_cls: 0.0367, loss_rpn_bbox: 0.0385, loss_semantic_seg: 0.2542, s0.loss_cls: 0.2411, s0.acc: 91.9194, s0.loss_bbox: 0.1335, s0.loss_mask: 0.2465, s1.loss_cls: 0.1115, s1.acc: 92.4643, s1.loss_bbox: 0.1298, s1.loss_mask: 0.1145, s2.loss_cls: 0.0549, s2.acc: 92.3977, s2.loss_bbox: 0.0755, s2.loss_mask: 0.0527, loss: 1.4894 2022-06-05 03:05:39,231 - mmdet - INFO - Epoch [2][7150/7330] lr: 1.000e-04, eta: 4 days, 5:44:32, time: 1.462, data_time: 0.013, memory: 64731, loss_rpn_cls: 0.0398, loss_rpn_bbox: 0.0397, loss_semantic_seg: 0.2533, s0.loss_cls: 0.2442, s0.acc: 91.8149, s0.loss_bbox: 0.1362, s0.loss_mask: 0.2501, s1.loss_cls: 0.1141, s1.acc: 92.3749, s1.loss_bbox: 0.1312, s1.loss_mask: 0.1164, s2.loss_cls: 0.0555, s2.acc: 92.4562, s2.loss_bbox: 0.0753, s2.loss_mask: 0.0543, loss: 1.5103 2022-06-05 03:06:51,416 - mmdet - INFO - Epoch [2][7200/7330] lr: 1.000e-04, eta: 4 days, 5:42:58, time: 1.445, data_time: 0.018, memory: 64731, loss_rpn_cls: 0.0389, loss_rpn_bbox: 0.0377, loss_semantic_seg: 0.2625, s0.loss_cls: 0.2383, s0.acc: 92.0002, s0.loss_bbox: 0.1324, s0.loss_mask: 0.2476, s1.loss_cls: 0.1120, s1.acc: 92.5196, s1.loss_bbox: 0.1281, s1.loss_mask: 0.1142, s2.loss_cls: 0.0543, s2.acc: 92.5280, s2.loss_bbox: 0.0748, s2.loss_mask: 0.0532, loss: 1.4939 2022-06-05 03:08:03,662 - mmdet - INFO - Epoch [2][7250/7330] lr: 1.000e-04, eta: 4 days, 5:41:25, time: 1.445, data_time: 0.019, memory: 64731, loss_rpn_cls: 0.0372, loss_rpn_bbox: 0.0392, loss_semantic_seg: 0.2665, s0.loss_cls: 0.2418, s0.acc: 92.0786, s0.loss_bbox: 0.1322, s0.loss_mask: 0.2505, s1.loss_cls: 0.1134, s1.acc: 92.5377, s1.loss_bbox: 0.1281, s1.loss_mask: 0.1157, s2.loss_cls: 0.0546, s2.acc: 92.6766, s2.loss_bbox: 0.0732, s2.loss_mask: 0.0540, loss: 1.5065 2022-06-05 03:09:15,701 - mmdet - INFO - Epoch [2][7300/7330] lr: 1.000e-04, eta: 4 days, 5:39:48, time: 1.441, data_time: 0.014, memory: 64731, loss_rpn_cls: 0.0360, loss_rpn_bbox: 0.0388, loss_semantic_seg: 0.2535, s0.loss_cls: 0.2344, s0.acc: 92.0864, s0.loss_bbox: 0.1290, s0.loss_mask: 0.2501, s1.loss_cls: 0.1126, s1.acc: 92.4609, s1.loss_bbox: 0.1276, s1.loss_mask: 0.1162, s2.loss_cls: 0.0549, s2.acc: 92.4741, s2.loss_bbox: 0.0744, s2.loss_mask: 0.0547, loss: 1.4822 2022-06-05 03:10:19,023 - mmdet - INFO - Saving checkpoint at 2 epochs 2022-06-05 03:14:38,283 - mmdet - INFO - Evaluating bbox... 2022-06-05 03:15:33,597 - 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 ] = 0.636 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.485 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.306 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.480 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.529 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.639 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.639 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.639 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 ] = 0.684 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.756 2022-06-05 03:15:33,598 - mmdet - INFO - Evaluating segm... 2022-06-05 03:16:37,879 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.393 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.614 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.424 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 ] = 0.435 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.543 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 ] = 0.387 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 ] = 0.699 2022-06-05 03:16:39,080 - mmdet - INFO - Exp name: htc++_beit_adapter_v2_large_fpn_3x_coco.py 2022-06-05 03:16:39,081 - mmdet - INFO - Epoch(val) [2][313] bbox_mAP: 0.4400, bbox_mAP_50: 0.6360, bbox_mAP_75: 0.4850, bbox_mAP_s: 0.3060, bbox_mAP_m: 0.4800, bbox_mAP_l: 0.5290, bbox_mAP_copypaste: 0.440 0.636 0.485 0.306 0.480 0.529, segm_mAP: 0.3930, segm_mAP_50: 0.6140, segm_mAP_75: 0.4240, segm_mAP_s: 0.2170, segm_mAP_m: 0.4350, segm_mAP_l: 0.5430, segm_mAP_copypaste: 0.393 0.614 0.424 0.217 0.435 0.543 2022-06-05 03:21:25,612 - mmdet - INFO - Epoch [3][50/7330] lr: 1.000e-04, eta: 4 days, 6:25:33, time: 5.730, data_time: 4.271, memory: 64731, loss_rpn_cls: 0.0386, loss_rpn_bbox: 0.0403, loss_semantic_seg: 0.2586, s0.loss_cls: 0.2370, s0.acc: 92.1958, s0.loss_bbox: 0.1323, s0.loss_mask: 0.2528, s1.loss_cls: 0.1103, s1.acc: 92.6710, s1.loss_bbox: 0.1288, s1.loss_mask: 0.1159, s2.loss_cls: 0.0535, s2.acc: 92.7694, s2.loss_bbox: 0.0734, s2.loss_mask: 0.0542, loss: 1.4956 2022-06-05 03:22:39,066 - mmdet - INFO - Epoch [3][100/7330] lr: 1.000e-04, eta: 4 days, 6:24:10, time: 1.469, data_time: 0.016, memory: 64731, loss_rpn_cls: 0.0352, loss_rpn_bbox: 0.0358, loss_semantic_seg: 0.2446, s0.loss_cls: 0.2242, s0.acc: 92.1897, s0.loss_bbox: 0.1278, s0.loss_mask: 0.2470, s1.loss_cls: 0.1044, s1.acc: 92.7911, s1.loss_bbox: 0.1275, s1.loss_mask: 0.1159, s2.loss_cls: 0.0514, s2.acc: 92.7293, s2.loss_bbox: 0.0743, s2.loss_mask: 0.0538, loss: 1.4420 2022-06-05 03:23:51,591 - mmdet - INFO - Epoch [3][150/7330] lr: 1.000e-04, eta: 4 days, 6:22:32, time: 1.450, data_time: 0.015, memory: 64731, loss_rpn_cls: 0.0413, loss_rpn_bbox: 0.0419, loss_semantic_seg: 0.2579, s0.loss_cls: 0.2481, s0.acc: 91.6938, s0.loss_bbox: 0.1379, s0.loss_mask: 0.2637, s1.loss_cls: 0.1159, s1.acc: 92.2846, s1.loss_bbox: 0.1326, s1.loss_mask: 0.1222, s2.loss_cls: 0.0558, s2.acc: 92.3785, s2.loss_bbox: 0.0756, s2.loss_mask: 0.0566, loss: 1.5494 2022-06-05 03:25:03,085 - mmdet - INFO - Epoch [3][200/7330] lr: 1.000e-04, eta: 4 days, 6:20:36, time: 1.430, data_time: 0.017, memory: 64731, loss_rpn_cls: 0.0372, loss_rpn_bbox: 0.0385, loss_semantic_seg: 0.2410, s0.loss_cls: 0.2280, s0.acc: 92.2371, s0.loss_bbox: 0.1303, s0.loss_mask: 0.2459, s1.loss_cls: 0.1066, s1.acc: 92.8237, s1.loss_bbox: 0.1291, s1.loss_mask: 0.1141, s2.loss_cls: 0.0517, s2.acc: 92.7902, s2.loss_bbox: 0.0753, s2.loss_mask: 0.0527, loss: 1.4504 2022-06-05 03:26:15,169 - mmdet - INFO - Epoch [3][250/7330] lr: 1.000e-04, eta: 4 days, 6:18:50, time: 1.442, data_time: 0.018, memory: 64731, loss_rpn_cls: 0.0360, loss_rpn_bbox: 0.0385, loss_semantic_seg: 0.2461, s0.loss_cls: 0.2364, s0.acc: 92.0579, s0.loss_bbox: 0.1341, s0.loss_mask: 0.2484, s1.loss_cls: 0.1107, s1.acc: 92.6208, s1.loss_bbox: 0.1322, s1.loss_mask: 0.1149, s2.loss_cls: 0.0546, s2.acc: 92.4107, s2.loss_bbox: 0.0779, s2.loss_mask: 0.0538, loss: 1.4837 2022-06-05 03:27:26,952 - mmdet - INFO - Epoch [3][300/7330] lr: 1.000e-04, eta: 4 days, 6:17:00, time: 1.435, data_time: 0.016, memory: 64731, loss_rpn_cls: 0.0363, loss_rpn_bbox: 0.0364, loss_semantic_seg: 0.2553, s0.loss_cls: 0.2238, s0.acc: 92.4053, s0.loss_bbox: 0.1290, s0.loss_mask: 0.2490, s1.loss_cls: 0.1030, s1.acc: 93.0528, s1.loss_bbox: 0.1271, s1.loss_mask: 0.1161, s2.loss_cls: 0.0508, s2.acc: 92.9775, s2.loss_bbox: 0.0742, s2.loss_mask: 0.0542, loss: 1.4551 2022-06-05 03:28:39,317 - mmdet - INFO - Epoch [3][350/7330] lr: 1.000e-04, eta: 4 days, 6:15:20, time: 1.448, data_time: 0.015, memory: 64731, loss_rpn_cls: 0.0375, loss_rpn_bbox: 0.0409, loss_semantic_seg: 0.2607, s0.loss_cls: 0.2423, s0.acc: 91.9089, s0.loss_bbox: 0.1315, s0.loss_mask: 0.2503, s1.loss_cls: 0.1135, s1.acc: 92.4095, s1.loss_bbox: 0.1317, s1.loss_mask: 0.1164, s2.loss_cls: 0.0549, s2.acc: 92.5288, s2.loss_bbox: 0.0769, s2.loss_mask: 0.0545, loss: 1.5113 2022-06-05 03:29:51,505 - mmdet - INFO - Epoch [3][400/7330] lr: 1.000e-04, eta: 4 days, 6:13:36, time: 1.443, data_time: 0.017, memory: 64731, loss_rpn_cls: 0.0359, loss_rpn_bbox: 0.0393, loss_semantic_seg: 0.2473, s0.loss_cls: 0.2287, s0.acc: 92.2598, s0.loss_bbox: 0.1254, s0.loss_mask: 0.2535, s1.loss_cls: 0.1075, s1.acc: 92.7194, s1.loss_bbox: 0.1230, s1.loss_mask: 0.1181, s2.loss_cls: 0.0520, s2.acc: 92.8271, s2.loss_bbox: 0.0731, s2.loss_mask: 0.0547, loss: 1.4584 2022-06-05 03:31:03,606 - mmdet - INFO - Epoch [3][450/7330] lr: 1.000e-04, eta: 4 days, 6:11:52, time: 1.442, data_time: 0.017, memory: 64731, loss_rpn_cls: 0.0367, loss_rpn_bbox: 0.0373, loss_semantic_seg: 0.2487, s0.loss_cls: 0.2257, s0.acc: 92.3577, s0.loss_bbox: 0.1262, s0.loss_mask: 0.2466, s1.loss_cls: 0.1053, s1.acc: 92.8838, s1.loss_bbox: 0.1236, s1.loss_mask: 0.1152, s2.loss_cls: 0.0516, s2.acc: 92.9006, s2.loss_bbox: 0.0737, s2.loss_mask: 0.0538, loss: 1.4443 2022-06-05 03:32:16,015 - mmdet - INFO - Epoch [3][500/7330] lr: 1.000e-04, eta: 4 days, 6:10:13, time: 1.448, data_time: 0.020, memory: 64731, loss_rpn_cls: 0.0374, loss_rpn_bbox: 0.0380, loss_semantic_seg: 0.2490, s0.loss_cls: 0.2258, s0.acc: 92.1890, s0.loss_bbox: 0.1298, s0.loss_mask: 0.2448, s1.loss_cls: 0.1046, s1.acc: 92.7338, s1.loss_bbox: 0.1300, s1.loss_mask: 0.1145, s2.loss_cls: 0.0519, s2.acc: 92.7449, s2.loss_bbox: 0.0758, s2.loss_mask: 0.0537, loss: 1.4553 2022-06-05 03:33:27,723 - mmdet - INFO - Epoch [3][550/7330] lr: 1.000e-04, eta: 4 days, 6:08:22, time: 1.434, data_time: 0.014, memory: 64731, loss_rpn_cls: 0.0357, loss_rpn_bbox: 0.0388, loss_semantic_seg: 0.2529, s0.loss_cls: 0.2242, s0.acc: 92.2217, s0.loss_bbox: 0.1248, s0.loss_mask: 0.2474, s1.loss_cls: 0.1057, s1.acc: 92.7352, s1.loss_bbox: 0.1264, s1.loss_mask: 0.1158, s2.loss_cls: 0.0515, s2.acc: 92.7717, s2.loss_bbox: 0.0745, s2.loss_mask: 0.0539, loss: 1.4515 2022-06-05 03:34:40,898 - mmdet - INFO - Epoch [3][600/7330] lr: 1.000e-04, eta: 4 days, 6:06:56, time: 1.463, data_time: 0.021, memory: 64731, loss_rpn_cls: 0.0376, loss_rpn_bbox: 0.0375, loss_semantic_seg: 0.2526, s0.loss_cls: 0.2310, s0.acc: 92.2698, s0.loss_bbox: 0.1292, s0.loss_mask: 0.2457, s1.loss_cls: 0.1071, s1.acc: 92.7422, s1.loss_bbox: 0.1277, s1.loss_mask: 0.1141, s2.loss_cls: 0.0529, s2.acc: 92.5742, s2.loss_bbox: 0.0756, s2.loss_mask: 0.0535, loss: 1.4646 2022-06-05 03:35:52,128 - mmdet - INFO - Epoch [3][650/7330] lr: 1.000e-04, eta: 4 days, 6:04:58, time: 1.425, data_time: 0.011, memory: 64731, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0375, loss_semantic_seg: 0.2438, s0.loss_cls: 0.2204, s0.acc: 92.4766, s0.loss_bbox: 0.1281, s0.loss_mask: 0.2471, s1.loss_cls: 0.1021, s1.acc: 93.0732, s1.loss_bbox: 0.1246, s1.loss_mask: 0.1145, s2.loss_cls: 0.0502, s2.acc: 93.0150, s2.loss_bbox: 0.0742, s2.loss_mask: 0.0535, loss: 1.4293 2022-06-05 03:37:04,022 - mmdet - INFO - Epoch [3][700/7330] lr: 1.000e-04, eta: 4 days, 6:03:11, time: 1.438, data_time: 0.022, memory: 64731, loss_rpn_cls: 0.0367, loss_rpn_bbox: 0.0374, loss_semantic_seg: 0.2398, s0.loss_cls: 0.2227, s0.acc: 92.4309, s0.loss_bbox: 0.1284, s0.loss_mask: 0.2425, s1.loss_cls: 0.1054, s1.acc: 92.8516, s1.loss_bbox: 0.1273, s1.loss_mask: 0.1124, s2.loss_cls: 0.0517, s2.acc: 92.8235, s2.loss_bbox: 0.0756, s2.loss_mask: 0.0523, loss: 1.4321 2022-06-05 03:38:15,917 - mmdet - INFO - Epoch [3][750/7330] lr: 1.000e-04, eta: 4 days, 6:01:25, time: 1.438, data_time: 0.014, memory: 64731, loss_rpn_cls: 0.0379, loss_rpn_bbox: 0.0384, loss_semantic_seg: 0.2414, s0.loss_cls: 0.2185, s0.acc: 92.5732, s0.loss_bbox: 0.1240, s0.loss_mask: 0.2436, s1.loss_cls: 0.1017, s1.acc: 93.1195, s1.loss_bbox: 0.1208, s1.loss_mask: 0.1134, s2.loss_cls: 0.0498, s2.acc: 93.0855, s2.loss_bbox: 0.0713, s2.loss_mask: 0.0534, loss: 1.4141 2022-06-05 03:39:27,467 - mmdet - INFO - Epoch [3][800/7330] lr: 1.000e-04, eta: 4 days, 5:59:33, time: 1.431, data_time: 0.018, memory: 64731, loss_rpn_cls: 0.0358, loss_rpn_bbox: 0.0353, loss_semantic_seg: 0.2433, s0.loss_cls: 0.2256, s0.acc: 92.2690, s0.loss_bbox: 0.1262, s0.loss_mask: 0.2432, s1.loss_cls: 0.1062, s1.acc: 92.7313, s1.loss_bbox: 0.1253, s1.loss_mask: 0.1132, s2.loss_cls: 0.0528, s2.acc: 92.6813, s2.loss_bbox: 0.0740, s2.loss_mask: 0.0518, loss: 1.4327 2022-06-05 03:40:39,587 - mmdet - INFO - Epoch [3][850/7330] lr: 1.000e-04, eta: 4 days, 5:57:50, time: 1.442, data_time: 0.013, memory: 64731, loss_rpn_cls: 0.0385, loss_rpn_bbox: 0.0397, loss_semantic_seg: 0.2440, s0.loss_cls: 0.2280, s0.acc: 92.2231, s0.loss_bbox: 0.1311, s0.loss_mask: 0.2439, s1.loss_cls: 0.1061, s1.acc: 92.7330, s1.loss_bbox: 0.1277, s1.loss_mask: 0.1130, s2.loss_cls: 0.0525, s2.acc: 92.6287, s2.loss_bbox: 0.0750, s2.loss_mask: 0.0528, loss: 1.4523 2022-06-05 03:41:51,006 - mmdet - INFO - Epoch [3][900/7330] lr: 1.000e-04, eta: 4 days, 5:55:57, time: 1.429, data_time: 0.017, memory: 64731, loss_rpn_cls: 0.0364, loss_rpn_bbox: 0.0389, loss_semantic_seg: 0.2449, s0.loss_cls: 0.2182, s0.acc: 92.5623, s0.loss_bbox: 0.1261, s0.loss_mask: 0.2501, s1.loss_cls: 0.1013, s1.acc: 93.1482, s1.loss_bbox: 0.1233, s1.loss_mask: 0.1160, s2.loss_cls: 0.0497, s2.acc: 93.1675, s2.loss_bbox: 0.0726, s2.loss_mask: 0.0539, loss: 1.4315 2022-06-05 03:43:02,302 - mmdet - INFO - Epoch [3][950/7330] lr: 1.000e-04, eta: 4 days, 5:54:02, time: 1.426, data_time: 0.015, memory: 64731, loss_rpn_cls: 0.0391, loss_rpn_bbox: 0.0395, loss_semantic_seg: 0.2539, s0.loss_cls: 0.2264, s0.acc: 92.4773, s0.loss_bbox: 0.1258, s0.loss_mask: 0.2412, s1.loss_cls: 0.1063, s1.acc: 92.9300, s1.loss_bbox: 0.1234, s1.loss_mask: 0.1124, s2.loss_cls: 0.0513, s2.acc: 93.0133, s2.loss_bbox: 0.0725, s2.loss_mask: 0.0527, loss: 1.4445 2022-06-05 03:44:13,178 - mmdet - INFO - Epoch [3][1000/7330] lr: 1.000e-04, eta: 4 days, 5:52:00, time: 1.417, data_time: 0.014, memory: 64731, loss_rpn_cls: 0.0359, loss_rpn_bbox: 0.0351, loss_semantic_seg: 0.2412, s0.loss_cls: 0.2268, s0.acc: 92.1121, s0.loss_bbox: 0.1283, s0.loss_mask: 0.2441, s1.loss_cls: 0.1066, s1.acc: 92.7005, s1.loss_bbox: 0.1253, s1.loss_mask: 0.1123, s2.loss_cls: 0.0522, s2.acc: 92.7212, s2.loss_bbox: 0.0760, s2.loss_mask: 0.0528, loss: 1.4365 2022-06-05 03:45:24,711 - mmdet - INFO - Epoch [3][1050/7330] lr: 1.000e-04, eta: 4 days, 5:50:10, time: 1.431, data_time: 0.013, memory: 64731, loss_rpn_cls: 0.0344, loss_rpn_bbox: 0.0368, loss_semantic_seg: 0.2549, s0.loss_cls: 0.2318, s0.acc: 92.3140, s0.loss_bbox: 0.1267, s0.loss_mask: 0.2453, s1.loss_cls: 0.1080, s1.acc: 92.8083, s1.loss_bbox: 0.1239, s1.loss_mask: 0.1150, s2.loss_cls: 0.0529, s2.acc: 92.8991, s2.loss_bbox: 0.0726, s2.loss_mask: 0.0539, loss: 1.4563 2022-06-05 03:46:36,344 - mmdet - INFO - Epoch [3][1100/7330] lr: 1.000e-04, eta: 4 days, 5:48:21, time: 1.433, data_time: 0.016, memory: 64731, loss_rpn_cls: 0.0349, loss_rpn_bbox: 0.0358, loss_semantic_seg: 0.2390, s0.loss_cls: 0.2291, s0.acc: 92.2317, s0.loss_bbox: 0.1294, s0.loss_mask: 0.2398, s1.loss_cls: 0.1074, s1.acc: 92.6402, s1.loss_bbox: 0.1295, s1.loss_mask: 0.1110, s2.loss_cls: 0.0522, s2.acc: 92.6104, s2.loss_bbox: 0.0757, s2.loss_mask: 0.0517, loss: 1.4356 2022-06-05 03:47:48,282 - mmdet - INFO - Epoch [3][1150/7330] lr: 1.000e-04, eta: 4 days, 5:46:37, time: 1.439, data_time: 0.013, memory: 64731, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0368, loss_semantic_seg: 0.2514, s0.loss_cls: 0.2154, s0.acc: 92.5657, s0.loss_bbox: 0.1260, s0.loss_mask: 0.2397, s1.loss_cls: 0.1011, s1.acc: 93.0310, s1.loss_bbox: 0.1272, s1.loss_mask: 0.1116, s2.loss_cls: 0.0497, s2.acc: 92.9160, s2.loss_bbox: 0.0757, s2.loss_mask: 0.0524, loss: 1.4202 2022-06-05 03:49:00,412 - mmdet - INFO - Epoch [3][1200/7330] lr: 1.000e-04, eta: 4 days, 5:44:56, time: 1.442, data_time: 0.013, memory: 64731, loss_rpn_cls: 0.0351, loss_rpn_bbox: 0.0369, loss_semantic_seg: 0.2617, s0.loss_cls: 0.2113, s0.acc: 92.8845, s0.loss_bbox: 0.1206, s0.loss_mask: 0.2450, s1.loss_cls: 0.0990, s1.acc: 93.3590, s1.loss_bbox: 0.1158, s1.loss_mask: 0.1140, s2.loss_cls: 0.0481, s2.acc: 93.3812, s2.loss_bbox: 0.0675, s2.loss_mask: 0.0532, loss: 1.4082 2022-06-05 03:50:12,955 - mmdet - INFO - Epoch [3][1250/7330] lr: 1.000e-04, eta: 4 days, 5:43:22, time: 1.451, data_time: 0.016, memory: 64731, loss_rpn_cls: 0.0350, loss_rpn_bbox: 0.0362, loss_semantic_seg: 0.2469, s0.loss_cls: 0.2157, s0.acc: 92.6892, s0.loss_bbox: 0.1233, s0.loss_mask: 0.2474, s1.loss_cls: 0.1004, s1.acc: 93.3391, s1.loss_bbox: 0.1208, s1.loss_mask: 0.1147, s2.loss_cls: 0.0484, s2.acc: 93.3906, s2.loss_bbox: 0.0711, s2.loss_mask: 0.0532, loss: 1.4132 2022-06-05 03:51:24,770 - mmdet - INFO - Epoch [3][1300/7330] lr: 1.000e-04, eta: 4 days, 5:41:37, time: 1.436, data_time: 0.015, memory: 64731, loss_rpn_cls: 0.0364, loss_rpn_bbox: 0.0365, loss_semantic_seg: 0.2586, s0.loss_cls: 0.2265, s0.acc: 92.3706, s0.loss_bbox: 0.1289, s0.loss_mask: 0.2519, s1.loss_cls: 0.1053, s1.acc: 92.8188, s1.loss_bbox: 0.1258, s1.loss_mask: 0.1170, s2.loss_cls: 0.0511, s2.acc: 92.8638, s2.loss_bbox: 0.0727, s2.loss_mask: 0.0546, loss: 1.4652 2022-06-05 03:52:36,733 - mmdet - INFO - Epoch [3][1350/7330] lr: 1.000e-04, eta: 4 days, 5:39:54, time: 1.439, data_time: 0.012, memory: 64731, loss_rpn_cls: 0.0341, loss_rpn_bbox: 0.0368, loss_semantic_seg: 0.2547, s0.loss_cls: 0.2151, s0.acc: 92.5322, s0.loss_bbox: 0.1250, s0.loss_mask: 0.2450, s1.loss_cls: 0.1021, s1.acc: 92.8782, s1.loss_bbox: 0.1234, s1.loss_mask: 0.1144, s2.loss_cls: 0.0495, s2.acc: 92.9815, s2.loss_bbox: 0.0713, s2.loss_mask: 0.0535, loss: 1.4249 2022-06-05 03:53:48,212 - mmdet - INFO - Epoch [3][1400/7330] lr: 1.000e-04, eta: 4 days, 5:38:04, time: 1.430, data_time: 0.015, memory: 64731, loss_rpn_cls: 0.0350, loss_rpn_bbox: 0.0371, loss_semantic_seg: 0.2477, s0.loss_cls: 0.2152, s0.acc: 92.7109, s0.loss_bbox: 0.1239, s0.loss_mask: 0.2492, s1.loss_cls: 0.1022, s1.acc: 93.0086, s1.loss_bbox: 0.1249, s1.loss_mask: 0.1159, s2.loss_cls: 0.0504, s2.acc: 92.8738, s2.loss_bbox: 0.0718, s2.loss_mask: 0.0541, loss: 1.4274 2022-06-05 03:55:00,377 - mmdet - INFO - Epoch [3][1450/7330] lr: 1.000e-04, eta: 4 days, 5:36:24, time: 1.443, data_time: 0.020, memory: 64731, loss_rpn_cls: 0.0370, loss_rpn_bbox: 0.0386, loss_semantic_seg: 0.2579, s0.loss_cls: 0.2245, s0.acc: 92.4031, s0.loss_bbox: 0.1289, s0.loss_mask: 0.2534, s1.loss_cls: 0.1041, s1.acc: 92.9132, s1.loss_bbox: 0.1274, s1.loss_mask: 0.1179, s2.loss_cls: 0.0508, s2.acc: 92.9914, s2.loss_bbox: 0.0736, s2.loss_mask: 0.0546, loss: 1.4685 2022-06-05 03:56:11,920 - mmdet - INFO - Epoch [3][1500/7330] lr: 1.000e-04, eta: 4 days, 5:34:36, time: 1.431, data_time: 0.019, memory: 64731, loss_rpn_cls: 0.0416, loss_rpn_bbox: 0.0398, loss_semantic_seg: 0.2385, s0.loss_cls: 0.2138, s0.acc: 92.6260, s0.loss_bbox: 0.1259, s0.loss_mask: 0.2455, s1.loss_cls: 0.0999, s1.acc: 93.0674, s1.loss_bbox: 0.1238, s1.loss_mask: 0.1140, s2.loss_cls: 0.0492, s2.acc: 93.0832, s2.loss_bbox: 0.0720, s2.loss_mask: 0.0535, loss: 1.4175 2022-06-05 03:57:23,729 - mmdet - INFO - Epoch [3][1550/7330] lr: 1.000e-04, eta: 4 days, 5:32:51, time: 1.436, data_time: 0.019, memory: 64731, loss_rpn_cls: 0.0349, loss_rpn_bbox: 0.0375, loss_semantic_seg: 0.2381, s0.loss_cls: 0.2269, s0.acc: 92.2729, s0.loss_bbox: 0.1284, s0.loss_mask: 0.2484, s1.loss_cls: 0.1070, s1.acc: 92.7318, s1.loss_bbox: 0.1260, s1.loss_mask: 0.1153, s2.loss_cls: 0.0524, s2.acc: 92.7065, s2.loss_bbox: 0.0748, s2.loss_mask: 0.0542, loss: 1.4439 2022-06-05 03:58:35,793 - mmdet - INFO - Epoch [3][1600/7330] lr: 1.000e-04, eta: 4 days, 5:31:11, time: 1.441, data_time: 0.014, memory: 64731, loss_rpn_cls: 0.0382, loss_rpn_bbox: 0.0367, loss_semantic_seg: 0.2435, s0.loss_cls: 0.2228, s0.acc: 92.3657, s0.loss_bbox: 0.1268, s0.loss_mask: 0.2421, s1.loss_cls: 0.1041, s1.acc: 92.7989, s1.loss_bbox: 0.1261, s1.loss_mask: 0.1141, s2.loss_cls: 0.0504, s2.acc: 92.9195, s2.loss_bbox: 0.0737, s2.loss_mask: 0.0531, loss: 1.4314 2022-06-05 03:59:48,533 - mmdet - INFO - Epoch [3][1650/7330] lr: 1.000e-04, eta: 4 days, 5:29:41, time: 1.455, data_time: 0.019, memory: 64731, loss_rpn_cls: 0.0375, loss_rpn_bbox: 0.0390, loss_semantic_seg: 0.2467, s0.loss_cls: 0.2223, s0.acc: 92.4382, s0.loss_bbox: 0.1298, s0.loss_mask: 0.2467, s1.loss_cls: 0.1025, s1.acc: 92.9646, s1.loss_bbox: 0.1258, s1.loss_mask: 0.1135, s2.loss_cls: 0.0500, s2.acc: 93.0062, s2.loss_bbox: 0.0723, s2.loss_mask: 0.0527, loss: 1.4387 2022-06-05 04:01:00,921 - mmdet - INFO - Epoch [3][1700/7330] lr: 1.000e-04, eta: 4 days, 5:28:06, time: 1.448, data_time: 0.015, memory: 64731, loss_rpn_cls: 0.0397, loss_rpn_bbox: 0.0420, loss_semantic_seg: 0.2534, s0.loss_cls: 0.2292, s0.acc: 92.2234, s0.loss_bbox: 0.1288, s0.loss_mask: 0.2449, s1.loss_cls: 0.1054, s1.acc: 92.8777, s1.loss_bbox: 0.1250, s1.loss_mask: 0.1131, s2.loss_cls: 0.0513, s2.acc: 92.9472, s2.loss_bbox: 0.0736, s2.loss_mask: 0.0526, loss: 1.4590 2022-06-05 04:02:13,411 - mmdet - INFO - Epoch [3][1750/7330] lr: 1.000e-04, eta: 4 days, 5:26:33, time: 1.450, data_time: 0.018, memory: 64731, loss_rpn_cls: 0.0388, loss_rpn_bbox: 0.0418, loss_semantic_seg: 0.2443, s0.loss_cls: 0.2249, s0.acc: 92.3469, s0.loss_bbox: 0.1268, s0.loss_mask: 0.2419, s1.loss_cls: 0.1042, s1.acc: 92.8531, s1.loss_bbox: 0.1219, s1.loss_mask: 0.1119, s2.loss_cls: 0.0504, s2.acc: 92.9586, s2.loss_bbox: 0.0713, s2.loss_mask: 0.0522, loss: 1.4306 2022-06-05 04:03:25,308 - mmdet - INFO - Epoch [3][1800/7330] lr: 1.000e-04, eta: 4 days, 5:24:51, time: 1.438, data_time: 0.021, memory: 64731, loss_rpn_cls: 0.0379, loss_rpn_bbox: 0.0393, loss_semantic_seg: 0.2514, s0.loss_cls: 0.2254, s0.acc: 92.3833, s0.loss_bbox: 0.1255, s0.loss_mask: 0.2499, s1.loss_cls: 0.1067, s1.acc: 92.7612, s1.loss_bbox: 0.1238, s1.loss_mask: 0.1158, s2.loss_cls: 0.0517, s2.acc: 92.8593, s2.loss_bbox: 0.0731, s2.loss_mask: 0.0541, loss: 1.4545 2022-06-05 04:04:38,251 - mmdet - INFO - Epoch [3][1850/7330] lr: 1.000e-04, eta: 4 days, 5:23:24, time: 1.459, data_time: 0.016, memory: 64731, loss_rpn_cls: 0.0363, loss_rpn_bbox: 0.0372, loss_semantic_seg: 0.2401, s0.loss_cls: 0.2160, s0.acc: 92.5232, s0.loss_bbox: 0.1265, s0.loss_mask: 0.2482, s1.loss_cls: 0.1013, s1.acc: 92.9886, s1.loss_bbox: 0.1223, s1.loss_mask: 0.1142, s2.loss_cls: 0.0498, s2.acc: 92.9927, s2.loss_bbox: 0.0731, s2.loss_mask: 0.0537, loss: 1.4188 2022-06-05 04:05:51,287 - mmdet - INFO - Epoch [3][1900/7330] lr: 1.000e-04, eta: 4 days, 5:21:59, time: 1.461, data_time: 0.013, memory: 64731, loss_rpn_cls: 0.0358, loss_rpn_bbox: 0.0403, loss_semantic_seg: 0.2522, s0.loss_cls: 0.2302, s0.acc: 92.1682, s0.loss_bbox: 0.1303, s0.loss_mask: 0.2504, s1.loss_cls: 0.1083, s1.acc: 92.6400, s1.loss_bbox: 0.1294, s1.loss_mask: 0.1158, s2.loss_cls: 0.0523, s2.acc: 92.6997, s2.loss_bbox: 0.0762, s2.loss_mask: 0.0538, loss: 1.4750 2022-06-05 04:07:03,862 - mmdet - INFO - Epoch [3][1950/7330] lr: 1.000e-04, eta: 4 days, 5:20:27, time: 1.451, data_time: 0.013, memory: 64731, loss_rpn_cls: 0.0361, loss_rpn_bbox: 0.0375, loss_semantic_seg: 0.2592, s0.loss_cls: 0.2300, s0.acc: 92.2874, s0.loss_bbox: 0.1289, s0.loss_mask: 0.2472, s1.loss_cls: 0.1082, s1.acc: 92.6349, s1.loss_bbox: 0.1265, s1.loss_mask: 0.1144, s2.loss_cls: 0.0527, s2.acc: 92.6947, s2.loss_bbox: 0.0743, s2.loss_mask: 0.0533, loss: 1.4685 2022-06-05 04:08:14,923 - mmdet - INFO - Epoch [3][2000/7330] lr: 1.000e-04, eta: 4 days, 5:18:34, time: 1.422, data_time: 0.019, memory: 64731, loss_rpn_cls: 0.0368, loss_rpn_bbox: 0.0380, loss_semantic_seg: 0.2510, s0.loss_cls: 0.2241, s0.acc: 92.2705, s0.loss_bbox: 0.1281, s0.loss_mask: 0.2477, s1.loss_cls: 0.1066, s1.acc: 92.6608, s1.loss_bbox: 0.1249, s1.loss_mask: 0.1155, s2.loss_cls: 0.0515, s2.acc: 92.7850, s2.loss_bbox: 0.0742, s2.loss_mask: 0.0539, loss: 1.4523 2022-06-05 04:09:26,510 - mmdet - INFO - Epoch [3][2050/7330] lr: 1.000e-04, eta: 4 days, 5:16:48, time: 1.432, data_time: 0.015, memory: 64731, loss_rpn_cls: 0.0358, loss_rpn_bbox: 0.0360, loss_semantic_seg: 0.2492, s0.loss_cls: 0.2189, s0.acc: 92.4619, s0.loss_bbox: 0.1254, s0.loss_mask: 0.2444, s1.loss_cls: 0.1013, s1.acc: 93.0025, s1.loss_bbox: 0.1222, s1.loss_mask: 0.1133, s2.loss_cls: 0.0496, s2.acc: 93.0534, s2.loss_bbox: 0.0696, s2.loss_mask: 0.0527, loss: 1.4186 2022-06-05 04:10:37,489 - mmdet - INFO - Epoch [3][2100/7330] lr: 1.000e-04, eta: 4 days, 5:14:53, time: 1.419, data_time: 0.015, memory: 64731, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0365, loss_semantic_seg: 0.2457, s0.loss_cls: 0.2167, s0.acc: 92.5474, s0.loss_bbox: 0.1232, s0.loss_mask: 0.2415, s1.loss_cls: 0.1006, s1.acc: 93.0225, s1.loss_bbox: 0.1204, s1.loss_mask: 0.1133, s2.loss_cls: 0.0496, s2.acc: 93.0198, s2.loss_bbox: 0.0708, s2.loss_mask: 0.0529, loss: 1.4053 2022-06-05 04:11:50,030 - mmdet - INFO - Epoch [3][2150/7330] lr: 1.000e-04, eta: 4 days, 5:13:22, time: 1.452, data_time: 0.015, memory: 64731, loss_rpn_cls: 0.0359, loss_rpn_bbox: 0.0373, loss_semantic_seg: 0.2525, s0.loss_cls: 0.2185, s0.acc: 92.4092, s0.loss_bbox: 0.1302, s0.loss_mask: 0.2453, s1.loss_cls: 0.1020, s1.acc: 92.9157, s1.loss_bbox: 0.1279, s1.loss_mask: 0.1127, s2.loss_cls: 0.0503, s2.acc: 92.8549, s2.loss_bbox: 0.0749, s2.loss_mask: 0.0525, loss: 1.4400 2022-06-05 04:13:02,159 - mmdet - INFO - Epoch [3][2200/7330] lr: 1.000e-04, eta: 4 days, 5:11:44, time: 1.442, data_time: 0.012, memory: 64731, loss_rpn_cls: 0.0363, loss_rpn_bbox: 0.0390, loss_semantic_seg: 0.2544, s0.loss_cls: 0.2140, s0.acc: 92.6938, s0.loss_bbox: 0.1254, s0.loss_mask: 0.2400, s1.loss_cls: 0.1012, s1.acc: 93.0345, s1.loss_bbox: 0.1230, s1.loss_mask: 0.1117, s2.loss_cls: 0.0493, s2.acc: 93.1626, s2.loss_bbox: 0.0707, s2.loss_mask: 0.0525, loss: 1.4175 2022-06-05 04:14:15,036 - mmdet - INFO - Epoch [3][2250/7330] lr: 1.000e-04, eta: 4 days, 5:10:18, time: 1.457, data_time: 0.013, memory: 64731, loss_rpn_cls: 0.0394, loss_rpn_bbox: 0.0387, loss_semantic_seg: 0.2508, s0.loss_cls: 0.2232, s0.acc: 92.3101, s0.loss_bbox: 0.1297, s0.loss_mask: 0.2505, s1.loss_cls: 0.1050, s1.acc: 92.7985, s1.loss_bbox: 0.1276, s1.loss_mask: 0.1164, s2.loss_cls: 0.0518, s2.acc: 92.7853, s2.loss_bbox: 0.0758, s2.loss_mask: 0.0545, loss: 1.4633 2022-06-05 04:15:28,300 - mmdet - INFO - Epoch [3][2300/7330] lr: 1.000e-04, eta: 4 days, 5:08:57, time: 1.466, data_time: 0.021, memory: 64731, loss_rpn_cls: 0.0359, loss_rpn_bbox: 0.0384, loss_semantic_seg: 0.2517, s0.loss_cls: 0.2171, s0.acc: 92.6057, s0.loss_bbox: 0.1212, s0.loss_mask: 0.2383, s1.loss_cls: 0.1027, s1.acc: 92.9779, s1.loss_bbox: 0.1162, s1.loss_mask: 0.1100, s2.loss_cls: 0.0500, s2.acc: 93.0860, s2.loss_bbox: 0.0680, s2.loss_mask: 0.0513, loss: 1.4008 2022-06-05 04:16:39,083 - mmdet - INFO - Epoch [3][2350/7330] lr: 1.000e-04, eta: 4 days, 5:07:00, time: 1.415, data_time: 0.014, memory: 64731, loss_rpn_cls: 0.0374, loss_rpn_bbox: 0.0382, loss_semantic_seg: 0.2539, s0.loss_cls: 0.2310, s0.acc: 92.2249, s0.loss_bbox: 0.1288, s0.loss_mask: 0.2545, s1.loss_cls: 0.1089, s1.acc: 92.6262, s1.loss_bbox: 0.1242, s1.loss_mask: 0.1177, s2.loss_cls: 0.0530, s2.acc: 92.7176, s2.loss_bbox: 0.0720, s2.loss_mask: 0.0546, loss: 1.4741 2022-06-05 04:17:50,643 - mmdet - INFO - Epoch [3][2400/7330] lr: 1.000e-04, eta: 4 days, 5:05:15, time: 1.431, data_time: 0.015, memory: 64731, loss_rpn_cls: 0.0384, loss_rpn_bbox: 0.0398, loss_semantic_seg: 0.2399, s0.loss_cls: 0.2176, s0.acc: 92.5315, s0.loss_bbox: 0.1281, s0.loss_mask: 0.2427, s1.loss_cls: 0.1023, s1.acc: 92.9727, s1.loss_bbox: 0.1255, s1.loss_mask: 0.1136, s2.loss_cls: 0.0501, s2.acc: 92.9697, s2.loss_bbox: 0.0747, s2.loss_mask: 0.0533, loss: 1.4260 2022-06-05 04:19:01,618 - mmdet - INFO - Epoch [3][2450/7330] lr: 1.000e-04, eta: 4 days, 5:03:22, time: 1.420, data_time: 0.016, memory: 64731, loss_rpn_cls: 0.0378, loss_rpn_bbox: 0.0398, loss_semantic_seg: 0.2413, s0.loss_cls: 0.2328, s0.acc: 92.0601, s0.loss_bbox: 0.1348, s0.loss_mask: 0.2506, s1.loss_cls: 0.1094, s1.acc: 92.4497, s1.loss_bbox: 0.1312, s1.loss_mask: 0.1150, s2.loss_cls: 0.0532, s2.acc: 92.5675, s2.loss_bbox: 0.0774, s2.loss_mask: 0.0534, loss: 1.4767 2022-06-05 04:20:13,852 - mmdet - INFO - Epoch [3][2500/7330] lr: 1.000e-04, eta: 4 days, 5:01:47, time: 1.444, data_time: 0.015, memory: 64731, loss_rpn_cls: 0.0361, loss_rpn_bbox: 0.0379, loss_semantic_seg: 0.2414, s0.loss_cls: 0.2092, s0.acc: 92.6602, s0.loss_bbox: 0.1208, s0.loss_mask: 0.2409, s1.loss_cls: 0.0995, s1.acc: 93.1763, s1.loss_bbox: 0.1176, s1.loss_mask: 0.1115, s2.loss_cls: 0.0494, s2.acc: 93.0718, s2.loss_bbox: 0.0677, s2.loss_mask: 0.0516, loss: 1.3837 2022-06-05 04:21:26,509 - mmdet - INFO - Epoch [3][2550/7330] lr: 1.000e-04, eta: 4 days, 5:00:19, time: 1.453, data_time: 0.017, memory: 64731, loss_rpn_cls: 0.0357, loss_rpn_bbox: 0.0392, loss_semantic_seg: 0.2418, s0.loss_cls: 0.2249, s0.acc: 92.3972, s0.loss_bbox: 0.1241, s0.loss_mask: 0.2463, s1.loss_cls: 0.1060, s1.acc: 92.8328, s1.loss_bbox: 0.1239, s1.loss_mask: 0.1147, s2.loss_cls: 0.0521, s2.acc: 92.7996, s2.loss_bbox: 0.0727, s2.loss_mask: 0.0537, loss: 1.4352 2022-06-05 04:22:37,898 - mmdet - INFO - Epoch [3][2600/7330] lr: 1.000e-04, eta: 4 days, 4:58:32, time: 1.428, data_time: 0.014, memory: 64731, loss_rpn_cls: 0.0365, loss_rpn_bbox: 0.0377, loss_semantic_seg: 0.2369, s0.loss_cls: 0.2202, s0.acc: 92.2803, s0.loss_bbox: 0.1274, s0.loss_mask: 0.2494, s1.loss_cls: 0.1041, s1.acc: 92.6605, s1.loss_bbox: 0.1282, s1.loss_mask: 0.1165, s2.loss_cls: 0.0511, s2.acc: 92.7523, s2.loss_bbox: 0.0767, s2.loss_mask: 0.0542, loss: 1.4392 2022-06-05 04:23:49,623 - mmdet - INFO - Epoch [3][2650/7330] lr: 1.000e-04, eta: 4 days, 4:56:50, time: 1.435, data_time: 0.015, memory: 64731, loss_rpn_cls: 0.0355, loss_rpn_bbox: 0.0385, loss_semantic_seg: 0.2473, s0.loss_cls: 0.2225, s0.acc: 92.3894, s0.loss_bbox: 0.1280, s0.loss_mask: 0.2459, s1.loss_cls: 0.1070, s1.acc: 92.7888, s1.loss_bbox: 0.1294, s1.loss_mask: 0.1148, s2.loss_cls: 0.0532, s2.acc: 92.5760, s2.loss_bbox: 0.0743, s2.loss_mask: 0.0533, loss: 1.4497 2022-06-05 04:25:01,256 - mmdet - INFO - Epoch [3][2700/7330] lr: 1.000e-04, eta: 4 days, 4:55:07, time: 1.432, data_time: 0.014, memory: 64731, loss_rpn_cls: 0.0356, loss_rpn_bbox: 0.0383, loss_semantic_seg: 0.2373, s0.loss_cls: 0.2056, s0.acc: 92.8987, s0.loss_bbox: 0.1191, s0.loss_mask: 0.2377, s1.loss_cls: 0.0956, s1.acc: 93.3633, s1.loss_bbox: 0.1183, s1.loss_mask: 0.1105, s2.loss_cls: 0.0482, s2.acc: 93.1211, s2.loss_bbox: 0.0701, s2.loss_mask: 0.0522, loss: 1.3685 2022-06-05 04:26:12,567 - mmdet - INFO - Epoch [3][2750/7330] lr: 1.000e-04, eta: 4 days, 4:53:20, time: 1.427, data_time: 0.015, memory: 64731, loss_rpn_cls: 0.0342, loss_rpn_bbox: 0.0401, loss_semantic_seg: 0.2421, s0.loss_cls: 0.2158, s0.acc: 92.5505, s0.loss_bbox: 0.1262, s0.loss_mask: 0.2428, s1.loss_cls: 0.1019, s1.acc: 92.9563, s1.loss_bbox: 0.1233, s1.loss_mask: 0.1119, s2.loss_cls: 0.0502, s2.acc: 92.8218, s2.loss_bbox: 0.0708, s2.loss_mask: 0.0521, loss: 1.4114 2022-06-05 04:27:24,801 - mmdet - INFO - Epoch [3][2800/7330] lr: 1.000e-04, eta: 4 days, 4:51:45, time: 1.445, data_time: 0.012, memory: 64731, loss_rpn_cls: 0.0367, loss_rpn_bbox: 0.0382, loss_semantic_seg: 0.2508, s0.loss_cls: 0.2188, s0.acc: 92.5452, s0.loss_bbox: 0.1249, s0.loss_mask: 0.2429, s1.loss_cls: 0.1019, s1.acc: 92.9719, s1.loss_bbox: 0.1229, s1.loss_mask: 0.1126, s2.loss_cls: 0.0498, s2.acc: 92.9544, s2.loss_bbox: 0.0728, s2.loss_mask: 0.0531, loss: 1.4254 2022-06-05 04:28:37,081 - mmdet - INFO - Epoch [3][2850/7330] lr: 1.000e-04, eta: 4 days, 4:50:11, time: 1.444, data_time: 0.020, memory: 64731, loss_rpn_cls: 0.0356, loss_rpn_bbox: 0.0374, loss_semantic_seg: 0.2419, s0.loss_cls: 0.2060, s0.acc: 92.8113, s0.loss_bbox: 0.1232, s0.loss_mask: 0.2393, s1.loss_cls: 0.0979, s1.acc: 93.2779, s1.loss_bbox: 0.1227, s1.loss_mask: 0.1109, s2.loss_cls: 0.0491, s2.acc: 93.1363, s2.loss_bbox: 0.0715, s2.loss_mask: 0.0522, loss: 1.3877 2022-06-05 04:29:48,455 - mmdet - INFO - Epoch [3][2900/7330] lr: 1.000e-04, eta: 4 days, 4:48:26, time: 1.429, data_time: 0.017, memory: 64731, loss_rpn_cls: 0.0349, loss_rpn_bbox: 0.0358, loss_semantic_seg: 0.2429, s0.loss_cls: 0.2105, s0.acc: 92.9189, s0.loss_bbox: 0.1236, s0.loss_mask: 0.2462, s1.loss_cls: 0.0970, s1.acc: 93.4849, s1.loss_bbox: 0.1215, s1.loss_mask: 0.1146, s2.loss_cls: 0.0476, s2.acc: 93.4588, s2.loss_bbox: 0.0711, s2.loss_mask: 0.0537, loss: 1.3993 2022-06-05 04:31:01,085 - mmdet - INFO - Epoch [3][2950/7330] lr: 1.000e-04, eta: 4 days, 4:46:58, time: 1.453, data_time: 0.017, memory: 64731, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0350, loss_semantic_seg: 0.2492, s0.loss_cls: 0.2067, s0.acc: 92.8425, s0.loss_bbox: 0.1203, s0.loss_mask: 0.2369, s1.loss_cls: 0.0961, s1.acc: 93.3570, s1.loss_bbox: 0.1210, s1.loss_mask: 0.1107, s2.loss_cls: 0.0479, s2.acc: 93.2698, s2.loss_bbox: 0.0729, s2.loss_mask: 0.0516, loss: 1.3797 2022-06-05 04:32:13,056 - mmdet - INFO - Epoch [3][3000/7330] lr: 1.000e-04, eta: 4 days, 4:45:21, time: 1.439, data_time: 0.012, memory: 64731, loss_rpn_cls: 0.0350, loss_rpn_bbox: 0.0377, loss_semantic_seg: 0.2391, s0.loss_cls: 0.2174, s0.acc: 92.5010, s0.loss_bbox: 0.1219, s0.loss_mask: 0.2392, s1.loss_cls: 0.1022, s1.acc: 92.9579, s1.loss_bbox: 0.1228, s1.loss_mask: 0.1117, s2.loss_cls: 0.0512, s2.acc: 92.7700, s2.loss_bbox: 0.0713, s2.loss_mask: 0.0522, loss: 1.4018 2022-06-05 04:33:25,454 - mmdet - INFO - Epoch [3][3050/7330] lr: 1.000e-04, eta: 4 days, 4:43:50, time: 1.448, data_time: 0.016, memory: 64731, loss_rpn_cls: 0.0373, loss_rpn_bbox: 0.0397, loss_semantic_seg: 0.2381, s0.loss_cls: 0.2082, s0.acc: 92.8613, s0.loss_bbox: 0.1205, s0.loss_mask: 0.2402, s1.loss_cls: 0.0966, s1.acc: 93.4164, s1.loss_bbox: 0.1200, s1.loss_mask: 0.1119, s2.loss_cls: 0.0471, s2.acc: 93.4600, s2.loss_bbox: 0.0707, s2.loss_mask: 0.0525, loss: 1.3828 2022-06-05 04:34:37,191 - mmdet - INFO - Epoch [3][3100/7330] lr: 1.000e-04, eta: 4 days, 4:42:09, time: 1.435, data_time: 0.015, memory: 64731, loss_rpn_cls: 0.0387, loss_rpn_bbox: 0.0359, loss_semantic_seg: 0.2467, s0.loss_cls: 0.2226, s0.acc: 92.4871, s0.loss_bbox: 0.1224, s0.loss_mask: 0.2467, s1.loss_cls: 0.1053, s1.acc: 92.8490, s1.loss_bbox: 0.1231, s1.loss_mask: 0.1141, s2.loss_cls: 0.0513, s2.acc: 92.9526, s2.loss_bbox: 0.0715, s2.loss_mask: 0.0526, loss: 1.4310 2022-06-05 04:35:48,638 - mmdet - INFO - Epoch [3][3150/7330] lr: 1.000e-04, eta: 4 days, 4:40:25, time: 1.429, data_time: 0.015, memory: 64731, loss_rpn_cls: 0.0351, loss_rpn_bbox: 0.0378, loss_semantic_seg: 0.2371, s0.loss_cls: 0.2155, s0.acc: 92.7229, s0.loss_bbox: 0.1225, s0.loss_mask: 0.2385, s1.loss_cls: 0.1014, s1.acc: 92.9987, s1.loss_bbox: 0.1194, s1.loss_mask: 0.1107, s2.loss_cls: 0.0497, s2.acc: 93.0209, s2.loss_bbox: 0.0699, s2.loss_mask: 0.0514, loss: 1.3890 2022-06-05 04:37:01,057 - mmdet - INFO - Epoch [3][3200/7330] lr: 1.000e-04, eta: 4 days, 4:38:54, time: 1.446, data_time: 0.015, memory: 64731, loss_rpn_cls: 0.0369, loss_rpn_bbox: 0.0378, loss_semantic_seg: 0.2485, s0.loss_cls: 0.2225, s0.acc: 92.5139, s0.loss_bbox: 0.1260, s0.loss_mask: 0.2453, s1.loss_cls: 0.1026, s1.acc: 93.0207, s1.loss_bbox: 0.1254, s1.loss_mask: 0.1140, s2.loss_cls: 0.0505, s2.acc: 92.9874, s2.loss_bbox: 0.0723, s2.loss_mask: 0.0535, loss: 1.4352 2022-06-05 04:38:12,783 - mmdet - INFO - Epoch [3][3250/7330] lr: 1.000e-04, eta: 4 days, 4:37:15, time: 1.436, data_time: 0.017, memory: 64731, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0366, loss_semantic_seg: 0.2380, s0.loss_cls: 0.1985, s0.acc: 93.1711, s0.loss_bbox: 0.1159, s0.loss_mask: 0.2358, s1.loss_cls: 0.0928, s1.acc: 93.6412, s1.loss_bbox: 0.1141, s1.loss_mask: 0.1096, s2.loss_cls: 0.0456, s2.acc: 93.5809, s2.loss_bbox: 0.0674, s2.loss_mask: 0.0514, loss: 1.3389 2022-06-05 04:39:25,083 - mmdet - INFO - Epoch [3][3300/7330] lr: 1.000e-04, eta: 4 days, 4:35:43, time: 1.446, data_time: 0.014, memory: 64731, loss_rpn_cls: 0.0359, loss_rpn_bbox: 0.0367, loss_semantic_seg: 0.2464, s0.loss_cls: 0.1955, s0.acc: 93.2332, s0.loss_bbox: 0.1168, s0.loss_mask: 0.2385, s1.loss_cls: 0.0928, s1.acc: 93.6165, s1.loss_bbox: 0.1155, s1.loss_mask: 0.1094, s2.loss_cls: 0.0459, s2.acc: 93.5589, s2.loss_bbox: 0.0671, s2.loss_mask: 0.0511, loss: 1.3516 2022-06-05 04:40:37,181 - mmdet - INFO - Epoch [3][3350/7330] lr: 1.000e-04, eta: 4 days, 4:34:08, time: 1.442, data_time: 0.018, memory: 64731, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0359, loss_semantic_seg: 0.2431, s0.loss_cls: 0.1995, s0.acc: 93.1050, s0.loss_bbox: 0.1191, s0.loss_mask: 0.2397, s1.loss_cls: 0.0946, s1.acc: 93.4898, s1.loss_bbox: 0.1165, s1.loss_mask: 0.1112, s2.loss_cls: 0.0460, s2.acc: 93.4276, s2.loss_bbox: 0.0685, s2.loss_mask: 0.0521, loss: 1.3598 2022-06-05 04:41:48,851 - mmdet - INFO - Epoch [3][3400/7330] lr: 1.000e-04, eta: 4 days, 4:32:28, time: 1.433, data_time: 0.016, memory: 64731, loss_rpn_cls: 0.0382, loss_rpn_bbox: 0.0379, loss_semantic_seg: 0.2481, s0.loss_cls: 0.2152, s0.acc: 92.7188, s0.loss_bbox: 0.1218, s0.loss_mask: 0.2448, s1.loss_cls: 0.1010, s1.acc: 93.0999, s1.loss_bbox: 0.1170, s1.loss_mask: 0.1134, s2.loss_cls: 0.0498, s2.acc: 93.0569, s2.loss_bbox: 0.0687, s2.loss_mask: 0.0534, loss: 1.4094 2022-06-05 04:42:59,884 - mmdet - INFO - Epoch [3][3450/7330] lr: 1.000e-04, eta: 4 days, 4:30:39, time: 1.420, data_time: 0.016, memory: 64731, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0341, loss_semantic_seg: 0.2422, s0.loss_cls: 0.2051, s0.acc: 92.9514, s0.loss_bbox: 0.1154, s0.loss_mask: 0.2344, s1.loss_cls: 0.0940, s1.acc: 93.5060, s1.loss_bbox: 0.1145, s1.loss_mask: 0.1091, s2.loss_cls: 0.0459, s2.acc: 93.5030, s2.loss_bbox: 0.0694, s2.loss_mask: 0.0513, loss: 1.3493 2022-06-05 04:44:12,239 - mmdet - INFO - Epoch [3][3500/7330] lr: 1.000e-04, eta: 4 days, 4:29:09, time: 1.448, data_time: 0.016, memory: 64731, loss_rpn_cls: 0.0358, loss_rpn_bbox: 0.0372, loss_semantic_seg: 0.2524, s0.loss_cls: 0.2134, s0.acc: 92.6885, s0.loss_bbox: 0.1225, s0.loss_mask: 0.2360, s1.loss_cls: 0.0992, s1.acc: 93.1629, s1.loss_bbox: 0.1226, s1.loss_mask: 0.1085, s2.loss_cls: 0.0495, s2.acc: 93.0324, s2.loss_bbox: 0.0728, s2.loss_mask: 0.0506, loss: 1.4007 2022-06-05 04:45:23,252 - mmdet - INFO - Epoch [3][3550/7330] lr: 1.000e-04, eta: 4 days, 4:27:20, time: 1.420, data_time: 0.015, memory: 64731, loss_rpn_cls: 0.0382, loss_rpn_bbox: 0.0385, loss_semantic_seg: 0.2398, s0.loss_cls: 0.2144, s0.acc: 92.7092, s0.loss_bbox: 0.1242, s0.loss_mask: 0.2422, s1.loss_cls: 0.1009, s1.acc: 93.0470, s1.loss_bbox: 0.1246, s1.loss_mask: 0.1124, s2.loss_cls: 0.0498, s2.acc: 93.0371, s2.loss_bbox: 0.0736, s2.loss_mask: 0.0523, loss: 1.4111 2022-06-05 04:46:34,863 - mmdet - INFO - Epoch [3][3600/7330] lr: 1.000e-04, eta: 4 days, 4:25:40, time: 1.432, data_time: 0.016, memory: 64731, loss_rpn_cls: 0.0365, loss_rpn_bbox: 0.0386, loss_semantic_seg: 0.2480, s0.loss_cls: 0.2152, s0.acc: 92.5608, s0.loss_bbox: 0.1240, s0.loss_mask: 0.2417, s1.loss_cls: 0.0999, s1.acc: 93.0831, s1.loss_bbox: 0.1199, s1.loss_mask: 0.1109, s2.loss_cls: 0.0493, s2.acc: 93.0079, s2.loss_bbox: 0.0712, s2.loss_mask: 0.0519, loss: 1.4071 2022-06-05 04:47:46,269 - mmdet - INFO - Epoch [3][3650/7330] lr: 1.000e-04, eta: 4 days, 4:23:57, time: 1.428, data_time: 0.016, memory: 64731, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0353, loss_semantic_seg: 0.2485, s0.loss_cls: 0.2162, s0.acc: 92.4851, s0.loss_bbox: 0.1224, s0.loss_mask: 0.2376, s1.loss_cls: 0.1031, s1.acc: 92.8090, s1.loss_bbox: 0.1207, s1.loss_mask: 0.1100, s2.loss_cls: 0.0509, s2.acc: 92.7974, s2.loss_bbox: 0.0706, s2.loss_mask: 0.0512, loss: 1.4003 2022-06-05 04:48:57,962 - mmdet - INFO - Epoch [3][3700/7330] lr: 1.000e-04, eta: 4 days, 4:22:18, time: 1.434, data_time: 0.019, memory: 64731, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0346, loss_semantic_seg: 0.2503, s0.loss_cls: 0.2042, s0.acc: 92.9543, s0.loss_bbox: 0.1159, s0.loss_mask: 0.2352, s1.loss_cls: 0.0963, s1.acc: 93.3215, s1.loss_bbox: 0.1161, s1.loss_mask: 0.1103, s2.loss_cls: 0.0475, s2.acc: 93.3779, s2.loss_bbox: 0.0702, s2.loss_mask: 0.0521, loss: 1.3667 2022-06-05 04:50:09,039 - mmdet - INFO - Epoch [3][3750/7330] lr: 1.000e-04, eta: 4 days, 4:20:31, time: 1.422, data_time: 0.018, memory: 64731, loss_rpn_cls: 0.0354, loss_rpn_bbox: 0.0364, loss_semantic_seg: 0.2409, s0.loss_cls: 0.2036, s0.acc: 92.9392, s0.loss_bbox: 0.1163, s0.loss_mask: 0.2443, s1.loss_cls: 0.0971, s1.acc: 93.2410, s1.loss_bbox: 0.1161, s1.loss_mask: 0.1135, s2.loss_cls: 0.0482, s2.acc: 93.1329, s2.loss_bbox: 0.0675, s2.loss_mask: 0.0530, loss: 1.3722 2022-06-05 04:51:20,177 - mmdet - INFO - Epoch [3][3800/7330] lr: 1.000e-04, eta: 4 days, 4:18:45, time: 1.423, data_time: 0.018, memory: 64731, loss_rpn_cls: 0.0399, loss_rpn_bbox: 0.0376, loss_semantic_seg: 0.2457, s0.loss_cls: 0.2080, s0.acc: 92.8169, s0.loss_bbox: 0.1205, s0.loss_mask: 0.2395, s1.loss_cls: 0.0986, s1.acc: 93.2067, s1.loss_bbox: 0.1205, s1.loss_mask: 0.1118, s2.loss_cls: 0.0484, s2.acc: 93.0856, s2.loss_bbox: 0.0707, s2.loss_mask: 0.0525, loss: 1.3937 2022-06-05 04:52:31,802 - mmdet - INFO - Epoch [3][3850/7330] lr: 1.000e-04, eta: 4 days, 4:17:05, time: 1.433, data_time: 0.018, memory: 64731, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0378, loss_semantic_seg: 0.2437, s0.loss_cls: 0.2090, s0.acc: 92.7097, s0.loss_bbox: 0.1228, s0.loss_mask: 0.2420, s1.loss_cls: 0.0977, s1.acc: 93.1779, s1.loss_bbox: 0.1207, s1.loss_mask: 0.1118, s2.loss_cls: 0.0479, s2.acc: 93.2248, s2.loss_bbox: 0.0705, s2.loss_mask: 0.0522, loss: 1.3907 2022-06-05 04:53:42,519 - mmdet - INFO - Epoch [3][3900/7330] lr: 1.000e-04, eta: 4 days, 4:15:14, time: 1.414, data_time: 0.015, memory: 64731, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.0358, loss_semantic_seg: 0.2434, s0.loss_cls: 0.2086, s0.acc: 92.8486, s0.loss_bbox: 0.1209, s0.loss_mask: 0.2464, s1.loss_cls: 0.0995, s1.acc: 93.1973, s1.loss_bbox: 0.1193, s1.loss_mask: 0.1136, s2.loss_cls: 0.0486, s2.acc: 93.1090, s2.loss_bbox: 0.0691, s2.loss_mask: 0.0528, loss: 1.3925 2022-06-05 04:54:53,444 - mmdet - INFO - Epoch [3][3950/7330] lr: 1.000e-04, eta: 4 days, 4:13:25, time: 1.418, data_time: 0.015, memory: 64731, loss_rpn_cls: 0.0361, loss_rpn_bbox: 0.0367, loss_semantic_seg: 0.2361, s0.loss_cls: 0.2059, s0.acc: 92.9900, s0.loss_bbox: 0.1140, s0.loss_mask: 0.2398, s1.loss_cls: 0.0971, s1.acc: 93.3875, s1.loss_bbox: 0.1161, s1.loss_mask: 0.1112, s2.loss_cls: 0.0480, s2.acc: 93.3602, s2.loss_bbox: 0.0664, s2.loss_mask: 0.0517, loss: 1.3591 2022-06-05 04:56:05,032 - mmdet - INFO - Epoch [3][4000/7330] lr: 1.000e-04, eta: 4 days, 4:11:46, time: 1.432, data_time: 0.014, memory: 64731, loss_rpn_cls: 0.0337, loss_rpn_bbox: 0.0373, loss_semantic_seg: 0.2447, s0.loss_cls: 0.2128, s0.acc: 92.7031, s0.loss_bbox: 0.1204, s0.loss_mask: 0.2345, s1.loss_cls: 0.0998, s1.acc: 93.1512, s1.loss_bbox: 0.1202, s1.loss_mask: 0.1089, s2.loss_cls: 0.0499, s2.acc: 92.9272, s2.loss_bbox: 0.0712, s2.loss_mask: 0.0510, loss: 1.3844 2022-06-05 04:57:16,831 - mmdet - INFO - Epoch [3][4050/7330] lr: 1.000e-04, eta: 4 days, 4:10:09, time: 1.436, data_time: 0.017, memory: 64731, loss_rpn_cls: 0.0349, loss_rpn_bbox: 0.0361, loss_semantic_seg: 0.2331, s0.loss_cls: 0.2062, s0.acc: 92.9363, s0.loss_bbox: 0.1186, s0.loss_mask: 0.2337, s1.loss_cls: 0.0974, s1.acc: 93.3496, s1.loss_bbox: 0.1162, s1.loss_mask: 0.1076, s2.loss_cls: 0.0472, s2.acc: 93.4461, s2.loss_bbox: 0.0688, s2.loss_mask: 0.0500, loss: 1.3497 2022-06-05 04:58:28,908 - mmdet - INFO - Epoch [3][4100/7330] lr: 1.000e-04, eta: 4 days, 4:08:37, time: 1.442, data_time: 0.015, memory: 64731, loss_rpn_cls: 0.0354, loss_rpn_bbox: 0.0390, loss_semantic_seg: 0.2380, s0.loss_cls: 0.2106, s0.acc: 92.8105, s0.loss_bbox: 0.1212, s0.loss_mask: 0.2384, s1.loss_cls: 0.0971, s1.acc: 93.3529, s1.loss_bbox: 0.1200, s1.loss_mask: 0.1110, s2.loss_cls: 0.0474, s2.acc: 93.3403, s2.loss_bbox: 0.0708, s2.loss_mask: 0.0516, loss: 1.3804 2022-06-05 04:59:39,894 - mmdet - INFO - Epoch [3][4150/7330] lr: 1.000e-04, eta: 4 days, 4:06:50, time: 1.420, data_time: 0.017, memory: 64731, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0356, loss_semantic_seg: 0.2404, s0.loss_cls: 0.1999, s0.acc: 92.9839, s0.loss_bbox: 0.1159, s0.loss_mask: 0.2371, s1.loss_cls: 0.0926, s1.acc: 93.4837, s1.loss_bbox: 0.1174, s1.loss_mask: 0.1109, s2.loss_cls: 0.0458, s2.acc: 93.5207, s2.loss_bbox: 0.0694, s2.loss_mask: 0.0518, loss: 1.3482 2022-06-05 05:00:51,802 - mmdet - INFO - Epoch [3][4200/7330] lr: 1.000e-04, eta: 4 days, 4:05:15, time: 1.438, data_time: 0.017, memory: 64731, loss_rpn_cls: 0.0352, loss_rpn_bbox: 0.0377, loss_semantic_seg: 0.2401, s0.loss_cls: 0.2101, s0.acc: 92.7534, s0.loss_bbox: 0.1193, s0.loss_mask: 0.2428, s1.loss_cls: 0.0984, s1.acc: 93.2652, s1.loss_bbox: 0.1174, s1.loss_mask: 0.1126, s2.loss_cls: 0.0485, s2.acc: 93.2282, s2.loss_bbox: 0.0680, s2.loss_mask: 0.0523, loss: 1.3822 2022-06-05 05:02:03,150 - mmdet - INFO - Epoch [3][4250/7330] lr: 1.000e-04, eta: 4 days, 4:03:34, time: 1.427, data_time: 0.019, memory: 64749, loss_rpn_cls: 0.0346, loss_rpn_bbox: 0.0377, loss_semantic_seg: 0.2388, s0.loss_cls: 0.2150, s0.acc: 92.5903, s0.loss_bbox: 0.1247, s0.loss_mask: 0.2463, s1.loss_cls: 0.1027, s1.acc: 93.0408, s1.loss_bbox: 0.1236, s1.loss_mask: 0.1131, s2.loss_cls: 0.0502, s2.acc: 93.0090, s2.loss_bbox: 0.0734, s2.loss_mask: 0.0531, loss: 1.4132 2022-06-05 05:03:14,410 - mmdet - INFO - Epoch [3][4300/7330] lr: 1.000e-04, eta: 4 days, 4:01:51, time: 1.425, data_time: 0.019, memory: 64749, loss_rpn_cls: 0.0380, loss_rpn_bbox: 0.0400, loss_semantic_seg: 0.2474, s0.loss_cls: 0.2233, s0.acc: 92.4597, s0.loss_bbox: 0.1264, s0.loss_mask: 0.2468, s1.loss_cls: 0.1070, s1.acc: 92.6710, s1.loss_bbox: 0.1226, s1.loss_mask: 0.1141, s2.loss_cls: 0.0521, s2.acc: 92.8578, s2.loss_bbox: 0.0717, s2.loss_mask: 0.0533, loss: 1.4427 2022-06-05 05:04:25,786 - mmdet - INFO - Epoch [3][4350/7330] lr: 1.000e-04, eta: 4 days, 4:00:10, time: 1.427, data_time: 0.018, memory: 64749, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0370, loss_semantic_seg: 0.2455, s0.loss_cls: 0.2051, s0.acc: 92.9277, s0.loss_bbox: 0.1204, s0.loss_mask: 0.2489, s1.loss_cls: 0.0975, s1.acc: 93.2818, s1.loss_bbox: 0.1195, s1.loss_mask: 0.1160, s2.loss_cls: 0.0486, s2.acc: 93.1173, s2.loss_bbox: 0.0703, s2.loss_mask: 0.0543, loss: 1.3967 2022-06-05 05:05:38,087 - mmdet - INFO - Epoch [3][4400/7330] lr: 1.000e-04, eta: 4 days, 3:58:40, time: 1.444, data_time: 0.021, memory: 64749, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0366, loss_semantic_seg: 0.2441, s0.loss_cls: 0.2107, s0.acc: 92.9043, s0.loss_bbox: 0.1226, s0.loss_mask: 0.2385, s1.loss_cls: 0.0996, s1.acc: 93.2733, s1.loss_bbox: 0.1204, s1.loss_mask: 0.1099, s2.loss_cls: 0.0485, s2.acc: 93.2931, s2.loss_bbox: 0.0710, s2.loss_mask: 0.0512, loss: 1.3860 2022-06-05 05:06:48,955 - mmdet - INFO - Epoch [3][4450/7330] lr: 1.000e-04, eta: 4 days, 3:56:54, time: 1.419, data_time: 0.018, memory: 64749, loss_rpn_cls: 0.0349, loss_rpn_bbox: 0.0362, loss_semantic_seg: 0.2442, s0.loss_cls: 0.2026, s0.acc: 93.0889, s0.loss_bbox: 0.1189, s0.loss_mask: 0.2481, s1.loss_cls: 0.0953, s1.acc: 93.4513, s1.loss_bbox: 0.1182, s1.loss_mask: 0.1148, s2.loss_cls: 0.0476, s2.acc: 93.4186, s2.loss_bbox: 0.0697, s2.loss_mask: 0.0532, loss: 1.3836 2022-06-05 05:07:59,706 - mmdet - INFO - Epoch [3][4500/7330] lr: 1.000e-04, eta: 4 days, 3:55:05, time: 1.415, data_time: 0.012, memory: 64749, loss_rpn_cls: 0.0377, loss_rpn_bbox: 0.0369, loss_semantic_seg: 0.2402, s0.loss_cls: 0.2042, s0.acc: 92.8867, s0.loss_bbox: 0.1207, s0.loss_mask: 0.2477, s1.loss_cls: 0.0952, s1.acc: 93.2990, s1.loss_bbox: 0.1188, s1.loss_mask: 0.1154, s2.loss_cls: 0.0476, s2.acc: 93.1627, s2.loss_bbox: 0.0710, s2.loss_mask: 0.0541, loss: 1.3895 2022-06-05 05:09:10,598 - mmdet - INFO - Epoch [3][4550/7330] lr: 1.000e-04, eta: 4 days, 3:53:18, time: 1.418, data_time: 0.016, memory: 64749, loss_rpn_cls: 0.0359, loss_rpn_bbox: 0.0347, loss_semantic_seg: 0.2333, s0.loss_cls: 0.1968, s0.acc: 93.1008, s0.loss_bbox: 0.1176, s0.loss_mask: 0.2374, s1.loss_cls: 0.0906, s1.acc: 93.5729, s1.loss_bbox: 0.1162, s1.loss_mask: 0.1105, s2.loss_cls: 0.0447, s2.acc: 93.5637, s2.loss_bbox: 0.0680, s2.loss_mask: 0.0515, loss: 1.3372 2022-06-05 05:10:21,243 - mmdet - INFO - Epoch [3][4600/7330] lr: 1.000e-04, eta: 4 days, 3:51:29, time: 1.413, data_time: 0.015, memory: 64749, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0353, loss_semantic_seg: 0.2356, s0.loss_cls: 0.2090, s0.acc: 92.8831, s0.loss_bbox: 0.1214, s0.loss_mask: 0.2375, s1.loss_cls: 0.0972, s1.acc: 93.3143, s1.loss_bbox: 0.1187, s1.loss_mask: 0.1110, s2.loss_cls: 0.0479, s2.acc: 93.3506, s2.loss_bbox: 0.0698, s2.loss_mask: 0.0524, loss: 1.3700 2022-06-05 05:11:32,928 - mmdet - INFO - Epoch [3][4650/7330] lr: 1.000e-04, eta: 4 days, 3:49:53, time: 1.434, data_time: 0.021, memory: 64749, loss_rpn_cls: 0.0346, loss_rpn_bbox: 0.0380, loss_semantic_seg: 0.2433, s0.loss_cls: 0.2131, s0.acc: 92.7424, s0.loss_bbox: 0.1213, s0.loss_mask: 0.2406, s1.loss_cls: 0.1001, s1.acc: 93.1889, s1.loss_bbox: 0.1226, s1.loss_mask: 0.1124, s2.loss_cls: 0.0498, s2.acc: 93.1006, s2.loss_bbox: 0.0721, s2.loss_mask: 0.0523, loss: 1.4003 2022-06-05 05:12:44,383 - mmdet - INFO - Epoch [3][4700/7330] lr: 1.000e-04, eta: 4 days, 3:48:14, time: 1.429, data_time: 0.021, memory: 64749, loss_rpn_cls: 0.0354, loss_rpn_bbox: 0.0380, loss_semantic_seg: 0.2378, s0.loss_cls: 0.2081, s0.acc: 92.7415, s0.loss_bbox: 0.1214, s0.loss_mask: 0.2399, s1.loss_cls: 0.0977, s1.acc: 93.2149, s1.loss_bbox: 0.1235, s1.loss_mask: 0.1115, s2.loss_cls: 0.0481, s2.acc: 93.1821, s2.loss_bbox: 0.0721, s2.loss_mask: 0.0520, loss: 1.3857 2022-06-05 05:13:54,790 - mmdet - INFO - Epoch [3][4750/7330] lr: 1.000e-04, eta: 4 days, 3:46:22, time: 1.408, data_time: 0.017, memory: 64749, loss_rpn_cls: 0.0367, loss_rpn_bbox: 0.0389, loss_semantic_seg: 0.2443, s0.loss_cls: 0.2114, s0.acc: 92.6570, s0.loss_bbox: 0.1246, s0.loss_mask: 0.2443, s1.loss_cls: 0.1001, s1.acc: 92.9815, s1.loss_bbox: 0.1210, s1.loss_mask: 0.1129, s2.loss_cls: 0.0496, s2.acc: 92.9424, s2.loss_bbox: 0.0703, s2.loss_mask: 0.0528, loss: 1.4069 2022-06-05 05:15:05,760 - mmdet - INFO - Epoch [3][4800/7330] lr: 1.000e-04, eta: 4 days, 3:44:37, time: 1.419, data_time: 0.018, memory: 64749, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0372, loss_semantic_seg: 0.2448, s0.loss_cls: 0.2240, s0.acc: 92.4958, s0.loss_bbox: 0.1222, s0.loss_mask: 0.2414, s1.loss_cls: 0.1053, s1.acc: 92.9551, s1.loss_bbox: 0.1230, s1.loss_mask: 0.1125, s2.loss_cls: 0.0511, s2.acc: 92.9903, s2.loss_bbox: 0.0728, s2.loss_mask: 0.0524, loss: 1.4199 2022-06-05 05:16:18,383 - mmdet - INFO - Epoch [3][4850/7330] lr: 1.000e-04, eta: 4 days, 3:43:13, time: 1.453, data_time: 0.014, memory: 64749, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0389, loss_semantic_seg: 0.2369, s0.loss_cls: 0.2141, s0.acc: 92.5476, s0.loss_bbox: 0.1237, s0.loss_mask: 0.2394, s1.loss_cls: 0.1005, s1.acc: 92.9267, s1.loss_bbox: 0.1225, s1.loss_mask: 0.1114, s2.loss_cls: 0.0496, s2.acc: 92.9177, s2.loss_bbox: 0.0724, s2.loss_mask: 0.0517, loss: 1.3942 2022-06-05 05:17:29,609 - mmdet - INFO - Epoch [3][4900/7330] lr: 1.000e-04, eta: 4 days, 3:41:31, time: 1.424, data_time: 0.013, memory: 64749, loss_rpn_cls: 0.0356, loss_rpn_bbox: 0.0389, loss_semantic_seg: 0.2490, s0.loss_cls: 0.2104, s0.acc: 92.6628, s0.loss_bbox: 0.1241, s0.loss_mask: 0.2370, s1.loss_cls: 0.0992, s1.acc: 93.1561, s1.loss_bbox: 0.1201, s1.loss_mask: 0.1105, s2.loss_cls: 0.0492, s2.acc: 93.1519, s2.loss_bbox: 0.0712, s2.loss_mask: 0.0518, loss: 1.3971 2022-06-05 05:18:40,488 - mmdet - INFO - Epoch [3][4950/7330] lr: 1.000e-04, eta: 4 days, 3:39:46, time: 1.418, data_time: 0.020, memory: 64749, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0378, loss_semantic_seg: 0.2528, s0.loss_cls: 0.2086, s0.acc: 92.9624, s0.loss_bbox: 0.1175, s0.loss_mask: 0.2392, s1.loss_cls: 0.0981, s1.acc: 93.3813, s1.loss_bbox: 0.1151, s1.loss_mask: 0.1109, s2.loss_cls: 0.0485, s2.acc: 93.3732, s2.loss_bbox: 0.0695, s2.loss_mask: 0.0519, loss: 1.3833 2022-06-05 05:19:52,821 - mmdet - INFO - Epoch [3][5000/7330] lr: 1.000e-04, eta: 4 days, 3:38:19, time: 1.447, data_time: 0.014, memory: 64749, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0384, loss_semantic_seg: 0.2305, s0.loss_cls: 0.1925, s0.acc: 93.2998, s0.loss_bbox: 0.1144, s0.loss_mask: 0.2409, s1.loss_cls: 0.0898, s1.acc: 93.7876, s1.loss_bbox: 0.1145, s1.loss_mask: 0.1122, s2.loss_cls: 0.0446, s2.acc: 93.7187, s2.loss_bbox: 0.0683, s2.loss_mask: 0.0520, loss: 1.3305 2022-06-05 05:21:04,343 - mmdet - INFO - Epoch [3][5050/7330] lr: 1.000e-04, eta: 4 days, 3:36:42, time: 1.430, data_time: 0.015, memory: 64749, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0372, loss_semantic_seg: 0.2350, s0.loss_cls: 0.1921, s0.acc: 93.2957, s0.loss_bbox: 0.1167, s0.loss_mask: 0.2393, s1.loss_cls: 0.0893, s1.acc: 93.7584, s1.loss_bbox: 0.1154, s1.loss_mask: 0.1111, s2.loss_cls: 0.0449, s2.acc: 93.6250, s2.loss_bbox: 0.0685, s2.loss_mask: 0.0522, loss: 1.3327 2022-06-05 05:22:15,584 - mmdet - INFO - Epoch [3][5100/7330] lr: 1.000e-04, eta: 4 days, 3:35:01, time: 1.425, data_time: 0.015, memory: 64749, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0363, loss_semantic_seg: 0.2463, s0.loss_cls: 0.1868, s0.acc: 93.3135, s0.loss_bbox: 0.1112, s0.loss_mask: 0.2333, s1.loss_cls: 0.0867, s1.acc: 93.7597, s1.loss_bbox: 0.1117, s1.loss_mask: 0.1079, s2.loss_cls: 0.0433, s2.acc: 93.6834, s2.loss_bbox: 0.0656, s2.loss_mask: 0.0506, loss: 1.3127 2022-06-05 05:23:26,628 - mmdet - INFO - Epoch [3][5150/7330] lr: 1.000e-04, eta: 4 days, 3:33:19, time: 1.421, data_time: 0.018, memory: 64749, loss_rpn_cls: 0.0348, loss_rpn_bbox: 0.0360, loss_semantic_seg: 0.2296, s0.loss_cls: 0.2026, s0.acc: 93.0532, s0.loss_bbox: 0.1169, s0.loss_mask: 0.2345, s1.loss_cls: 0.0945, s1.acc: 93.5663, s1.loss_bbox: 0.1134, s1.loss_mask: 0.1102, s2.loss_cls: 0.0460, s2.acc: 93.5374, s2.loss_bbox: 0.0662, s2.loss_mask: 0.0513, loss: 1.3358 2022-06-05 05:24:37,868 - mmdet - INFO - Epoch [3][5200/7330] lr: 1.000e-04, eta: 4 days, 3:31:38, time: 1.425, data_time: 0.014, memory: 64749, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0370, loss_semantic_seg: 0.2240, s0.loss_cls: 0.1908, s0.acc: 93.2493, s0.loss_bbox: 0.1159, s0.loss_mask: 0.2354, s1.loss_cls: 0.0891, s1.acc: 93.6658, s1.loss_bbox: 0.1148, s1.loss_mask: 0.1100, s2.loss_cls: 0.0438, s2.acc: 93.5571, s2.loss_bbox: 0.0689, s2.loss_mask: 0.0515, loss: 1.3125 2022-06-05 05:25:48,688 - mmdet - INFO - Epoch [3][5250/7330] lr: 1.000e-04, eta: 4 days, 3:29:53, time: 1.416, data_time: 0.018, memory: 64749, loss_rpn_cls: 0.0364, loss_rpn_bbox: 0.0366, loss_semantic_seg: 0.2366, s0.loss_cls: 0.2070, s0.acc: 92.8914, s0.loss_bbox: 0.1197, s0.loss_mask: 0.2417, s1.loss_cls: 0.0968, s1.acc: 93.4458, s1.loss_bbox: 0.1166, s1.loss_mask: 0.1119, s2.loss_cls: 0.0478, s2.acc: 93.2646, s2.loss_bbox: 0.0699, s2.loss_mask: 0.0521, loss: 1.3731 2022-06-05 05:26:59,430 - mmdet - INFO - Epoch [3][5300/7330] lr: 1.000e-04, eta: 4 days, 3:28:07, time: 1.415, data_time: 0.015, memory: 64749, loss_rpn_cls: 0.0346, loss_rpn_bbox: 0.0357, loss_semantic_seg: 0.2365, s0.loss_cls: 0.1953, s0.acc: 93.1682, s0.loss_bbox: 0.1182, s0.loss_mask: 0.2413, s1.loss_cls: 0.0910, s1.acc: 93.6108, s1.loss_bbox: 0.1176, s1.loss_mask: 0.1118, s2.loss_cls: 0.0455, s2.acc: 93.5684, s2.loss_bbox: 0.0696, s2.loss_mask: 0.0518, loss: 1.3489 2022-06-05 05:28:09,759 - mmdet - INFO - Epoch [3][5350/7330] lr: 1.000e-04, eta: 4 days, 3:26:16, time: 1.406, data_time: 0.018, memory: 64749, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0371, loss_semantic_seg: 0.2323, s0.loss_cls: 0.1984, s0.acc: 93.1692, s0.loss_bbox: 0.1132, s0.loss_mask: 0.2349, s1.loss_cls: 0.0918, s1.acc: 93.6412, s1.loss_bbox: 0.1141, s1.loss_mask: 0.1094, s2.loss_cls: 0.0456, s2.acc: 93.5216, s2.loss_bbox: 0.0676, s2.loss_mask: 0.0512, loss: 1.3280 2022-06-05 05:29:21,210 - mmdet - INFO - Epoch [3][5400/7330] lr: 1.000e-04, eta: 4 days, 3:24:39, time: 1.429, data_time: 0.017, memory: 64749, loss_rpn_cls: 0.0358, loss_rpn_bbox: 0.0364, loss_semantic_seg: 0.2440, s0.loss_cls: 0.2052, s0.acc: 92.8047, s0.loss_bbox: 0.1204, s0.loss_mask: 0.2455, s1.loss_cls: 0.0955, s1.acc: 93.3514, s1.loss_bbox: 0.1179, s1.loss_mask: 0.1153, s2.loss_cls: 0.0472, s2.acc: 93.2925, s2.loss_bbox: 0.0699, s2.loss_mask: 0.0538, loss: 1.3869 2022-06-05 05:30:32,224 - mmdet - INFO - Epoch [3][5450/7330] lr: 1.000e-04, eta: 4 days, 3:22:57, time: 1.420, data_time: 0.018, memory: 64749, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0381, loss_semantic_seg: 0.2386, s0.loss_cls: 0.1954, s0.acc: 93.1721, s0.loss_bbox: 0.1168, s0.loss_mask: 0.2374, s1.loss_cls: 0.0900, s1.acc: 93.7451, s1.loss_bbox: 0.1161, s1.loss_mask: 0.1104, s2.loss_cls: 0.0442, s2.acc: 93.7107, s2.loss_bbox: 0.0696, s2.loss_mask: 0.0514, loss: 1.3421 2022-06-05 05:31:43,057 - mmdet - INFO - Epoch [3][5500/7330] lr: 1.000e-04, eta: 4 days, 3:21:13, time: 1.417, data_time: 0.017, memory: 64749, loss_rpn_cls: 0.0363, loss_rpn_bbox: 0.0355, loss_semantic_seg: 0.2510, s0.loss_cls: 0.2059, s0.acc: 92.9106, s0.loss_bbox: 0.1175, s0.loss_mask: 0.2329, s1.loss_cls: 0.0967, s1.acc: 93.3735, s1.loss_bbox: 0.1157, s1.loss_mask: 0.1084, s2.loss_cls: 0.0473, s2.acc: 93.3466, s2.loss_bbox: 0.0679, s2.loss_mask: 0.0507, loss: 1.3658 2022-06-05 05:32:54,847 - mmdet - INFO - Epoch [3][5550/7330] lr: 1.000e-04, eta: 4 days, 3:19:40, time: 1.436, data_time: 0.017, memory: 64749, loss_rpn_cls: 0.0360, loss_rpn_bbox: 0.0368, loss_semantic_seg: 0.2426, s0.loss_cls: 0.2063, s0.acc: 92.8850, s0.loss_bbox: 0.1176, s0.loss_mask: 0.2388, s1.loss_cls: 0.0963, s1.acc: 93.4074, s1.loss_bbox: 0.1166, s1.loss_mask: 0.1116, s2.loss_cls: 0.0469, s2.acc: 93.4093, s2.loss_bbox: 0.0686, s2.loss_mask: 0.0524, loss: 1.3706 2022-06-05 05:34:05,355 - mmdet - INFO - Epoch [3][5600/7330] lr: 1.000e-04, eta: 4 days, 3:17:52, time: 1.410, data_time: 0.017, memory: 64749, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0341, loss_semantic_seg: 0.2408, s0.loss_cls: 0.2023, s0.acc: 93.0703, s0.loss_bbox: 0.1189, s0.loss_mask: 0.2335, s1.loss_cls: 0.0949, s1.acc: 93.4816, s1.loss_bbox: 0.1171, s1.loss_mask: 0.1083, s2.loss_cls: 0.0466, s2.acc: 93.3919, s2.loss_bbox: 0.0685, s2.loss_mask: 0.0509, loss: 1.3485 2022-06-05 05:35:16,759 - mmdet - INFO - Epoch [3][5650/7330] lr: 1.000e-04, eta: 4 days, 3:16:15, time: 1.428, data_time: 0.016, memory: 64749, loss_rpn_cls: 0.0365, loss_rpn_bbox: 0.0380, loss_semantic_seg: 0.2392, s0.loss_cls: 0.2086, s0.acc: 92.9412, s0.loss_bbox: 0.1197, s0.loss_mask: 0.2385, s1.loss_cls: 0.0972, s1.acc: 93.5197, s1.loss_bbox: 0.1175, s1.loss_mask: 0.1106, s2.loss_cls: 0.0474, s2.acc: 93.4872, s2.loss_bbox: 0.0685, s2.loss_mask: 0.0513, loss: 1.3730 2022-06-05 05:36:27,146 - mmdet - INFO - Epoch [3][5700/7330] lr: 1.000e-04, eta: 4 days, 3:14:26, time: 1.408, data_time: 0.016, memory: 64749, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0337, loss_semantic_seg: 0.2296, s0.loss_cls: 0.1895, s0.acc: 93.4453, s0.loss_bbox: 0.1110, s0.loss_mask: 0.2325, s1.loss_cls: 0.0894, s1.acc: 93.8640, s1.loss_bbox: 0.1121, s1.loss_mask: 0.1086, s2.loss_cls: 0.0451, s2.acc: 93.6867, s2.loss_bbox: 0.0674, s2.loss_mask: 0.0507, loss: 1.3029 2022-06-05 05:37:37,191 - mmdet - INFO - Epoch [3][5750/7330] lr: 1.000e-04, eta: 4 days, 3:12:34, time: 1.401, data_time: 0.014, memory: 64749, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0364, loss_semantic_seg: 0.2406, s0.loss_cls: 0.1999, s0.acc: 93.0994, s0.loss_bbox: 0.1189, s0.loss_mask: 0.2412, s1.loss_cls: 0.0927, s1.acc: 93.5251, s1.loss_bbox: 0.1193, s1.loss_mask: 0.1129, s2.loss_cls: 0.0458, s2.acc: 93.4907, s2.loss_bbox: 0.0680, s2.loss_mask: 0.0520, loss: 1.3607 2022-06-05 05:38:48,132 - mmdet - INFO - Epoch [3][5800/7330] lr: 1.000e-04, eta: 4 days, 3:10:52, time: 1.419, data_time: 0.015, memory: 64749, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0362, loss_semantic_seg: 0.2384, s0.loss_cls: 0.2023, s0.acc: 92.9944, s0.loss_bbox: 0.1167, s0.loss_mask: 0.2316, s1.loss_cls: 0.0952, s1.acc: 93.4371, s1.loss_bbox: 0.1147, s1.loss_mask: 0.1076, s2.loss_cls: 0.0469, s2.acc: 93.3920, s2.loss_bbox: 0.0678, s2.loss_mask: 0.0499, loss: 1.3406 2022-06-05 05:39:58,606 - mmdet - INFO - Epoch [3][5850/7330] lr: 1.000e-04, eta: 4 days, 3:09:04, time: 1.410, data_time: 0.014, memory: 64749, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0353, loss_semantic_seg: 0.2369, s0.loss_cls: 0.1994, s0.acc: 93.1782, s0.loss_bbox: 0.1152, s0.loss_mask: 0.2350, s1.loss_cls: 0.0935, s1.acc: 93.4924, s1.loss_bbox: 0.1163, s1.loss_mask: 0.1096, s2.loss_cls: 0.0464, s2.acc: 93.4161, s2.loss_bbox: 0.0692, s2.loss_mask: 0.0513, loss: 1.3380 2022-06-05 05:41:10,067 - mmdet - INFO - Epoch [3][5900/7330] lr: 1.000e-04, eta: 4 days, 3:07:29, time: 1.429, data_time: 0.015, memory: 64749, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0348, loss_semantic_seg: 0.2410, s0.loss_cls: 0.1961, s0.acc: 93.3086, s0.loss_bbox: 0.1147, s0.loss_mask: 0.2353, s1.loss_cls: 0.0914, s1.acc: 93.8575, s1.loss_bbox: 0.1143, s1.loss_mask: 0.1092, s2.loss_cls: 0.0446, s2.acc: 93.8177, s2.loss_bbox: 0.0686, s2.loss_mask: 0.0508, loss: 1.3355 2022-06-05 05:42:20,842 - mmdet - INFO - Epoch [3][5950/7330] lr: 1.000e-04, eta: 4 days, 3:05:45, time: 1.416, data_time: 0.015, memory: 64749, loss_rpn_cls: 0.0348, loss_rpn_bbox: 0.0359, loss_semantic_seg: 0.2454, s0.loss_cls: 0.2088, s0.acc: 92.9272, s0.loss_bbox: 0.1183, s0.loss_mask: 0.2395, s1.loss_cls: 0.0968, s1.acc: 93.4637, s1.loss_bbox: 0.1158, s1.loss_mask: 0.1110, s2.loss_cls: 0.0475, s2.acc: 93.3273, s2.loss_bbox: 0.0689, s2.loss_mask: 0.0520, loss: 1.3747 2022-06-05 05:43:31,325 - mmdet - INFO - Epoch [3][6000/7330] lr: 1.000e-04, eta: 4 days, 3:03:59, time: 1.410, data_time: 0.014, memory: 64749, loss_rpn_cls: 0.0361, loss_rpn_bbox: 0.0361, loss_semantic_seg: 0.2367, s0.loss_cls: 0.1959, s0.acc: 93.2063, s0.loss_bbox: 0.1153, s0.loss_mask: 0.2384, s1.loss_cls: 0.0920, s1.acc: 93.6431, s1.loss_bbox: 0.1134, s1.loss_mask: 0.1103, s2.loss_cls: 0.0453, s2.acc: 93.7195, s2.loss_bbox: 0.0662, s2.loss_mask: 0.0514, loss: 1.3370 2022-06-05 05:44:41,673 - mmdet - INFO - Epoch [3][6050/7330] lr: 1.000e-04, eta: 4 days, 3:02:10, time: 1.407, data_time: 0.016, memory: 64749, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0345, loss_semantic_seg: 0.2348, s0.loss_cls: 0.1920, s0.acc: 93.3418, s0.loss_bbox: 0.1122, s0.loss_mask: 0.2305, s1.loss_cls: 0.0902, s1.acc: 93.7769, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1067, s2.loss_cls: 0.0445, s2.acc: 93.7174, s2.loss_bbox: 0.0649, s2.loss_mask: 0.0494, loss: 1.3021 2022-06-05 05:45:52,700 - mmdet - INFO - Epoch [3][6100/7330] lr: 1.000e-04, eta: 4 days, 3:00:30, time: 1.421, data_time: 0.015, memory: 64749, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0370, loss_semantic_seg: 0.2368, s0.loss_cls: 0.2036, s0.acc: 93.0347, s0.loss_bbox: 0.1174, s0.loss_mask: 0.2390, s1.loss_cls: 0.0942, s1.acc: 93.5784, s1.loss_bbox: 0.1138, s1.loss_mask: 0.1110, s2.loss_cls: 0.0464, s2.acc: 93.4819, s2.loss_bbox: 0.0680, s2.loss_mask: 0.0524, loss: 1.3523 2022-06-05 05:47:04,739 - mmdet - INFO - Epoch [3][6150/7330] lr: 1.000e-04, eta: 4 days, 2:59:02, time: 1.441, data_time: 0.017, memory: 64749, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0375, loss_semantic_seg: 0.2450, s0.loss_cls: 0.2016, s0.acc: 92.9153, s0.loss_bbox: 0.1189, s0.loss_mask: 0.2324, s1.loss_cls: 0.0952, s1.acc: 93.3365, s1.loss_bbox: 0.1199, s1.loss_mask: 0.1075, s2.loss_cls: 0.0474, s2.acc: 93.2245, s2.loss_bbox: 0.0714, s2.loss_mask: 0.0502, loss: 1.3599 2022-06-05 05:48:15,328 - mmdet - INFO - Epoch [3][6200/7330] lr: 1.000e-04, eta: 4 days, 2:57:17, time: 1.412, data_time: 0.014, memory: 64749, loss_rpn_cls: 0.0374, loss_rpn_bbox: 0.0370, loss_semantic_seg: 0.2431, s0.loss_cls: 0.1961, s0.acc: 93.2051, s0.loss_bbox: 0.1154, s0.loss_mask: 0.2335, s1.loss_cls: 0.0913, s1.acc: 93.6438, s1.loss_bbox: 0.1130, s1.loss_mask: 0.1080, s2.loss_cls: 0.0451, s2.acc: 93.5597, s2.loss_bbox: 0.0666, s2.loss_mask: 0.0501, loss: 1.3366 2022-06-05 05:49:25,805 - mmdet - INFO - Epoch [3][6250/7330] lr: 1.000e-04, eta: 4 days, 2:55:31, time: 1.409, data_time: 0.016, memory: 64749, loss_rpn_cls: 0.0364, loss_rpn_bbox: 0.0380, loss_semantic_seg: 0.2329, s0.loss_cls: 0.2030, s0.acc: 93.0002, s0.loss_bbox: 0.1185, s0.loss_mask: 0.2370, s1.loss_cls: 0.0943, s1.acc: 93.4931, s1.loss_bbox: 0.1171, s1.loss_mask: 0.1097, s2.loss_cls: 0.0465, s2.acc: 93.4778, s2.loss_bbox: 0.0686, s2.loss_mask: 0.0511, loss: 1.3532 2022-06-05 05:50:35,957 - mmdet - INFO - Epoch [3][6300/7330] lr: 1.000e-04, eta: 4 days, 2:53:42, time: 1.403, data_time: 0.013, memory: 64749, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0365, loss_semantic_seg: 0.2380, s0.loss_cls: 0.1896, s0.acc: 93.3628, s0.loss_bbox: 0.1175, s0.loss_mask: 0.2349, s1.loss_cls: 0.0880, s1.acc: 93.7885, s1.loss_bbox: 0.1157, s1.loss_mask: 0.1097, s2.loss_cls: 0.0439, s2.acc: 93.6280, s2.loss_bbox: 0.0684, s2.loss_mask: 0.0514, loss: 1.3234 2022-06-05 05:51:47,245 - mmdet - INFO - Epoch [3][6350/7330] lr: 1.000e-04, eta: 4 days, 2:52:05, time: 1.426, data_time: 0.015, memory: 64749, loss_rpn_cls: 0.0359, loss_rpn_bbox: 0.0366, loss_semantic_seg: 0.2416, s0.loss_cls: 0.1972, s0.acc: 93.2385, s0.loss_bbox: 0.1174, s0.loss_mask: 0.2357, s1.loss_cls: 0.0911, s1.acc: 93.7781, s1.loss_bbox: 0.1152, s1.loss_mask: 0.1096, s2.loss_cls: 0.0453, s2.acc: 93.6617, s2.loss_bbox: 0.0677, s2.loss_mask: 0.0511, loss: 1.3445 2022-06-05 05:52:58,254 - mmdet - INFO - Epoch [3][6400/7330] lr: 1.000e-04, eta: 4 days, 2:50:26, time: 1.420, data_time: 0.019, memory: 64749, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0375, loss_semantic_seg: 0.2298, s0.loss_cls: 0.1911, s0.acc: 93.3579, s0.loss_bbox: 0.1119, s0.loss_mask: 0.2358, s1.loss_cls: 0.0894, s1.acc: 93.8238, s1.loss_bbox: 0.1119, s1.loss_mask: 0.1097, s2.loss_cls: 0.0435, s2.acc: 93.8084, s2.loss_bbox: 0.0663, s2.loss_mask: 0.0511, loss: 1.3118 2022-06-05 05:54:08,732 - mmdet - INFO - Epoch [3][6450/7330] lr: 1.000e-04, eta: 4 days, 2:48:41, time: 1.409, data_time: 0.016, memory: 64749, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0346, loss_semantic_seg: 0.2394, s0.loss_cls: 0.1885, s0.acc: 93.4385, s0.loss_bbox: 0.1123, s0.loss_mask: 0.2440, s1.loss_cls: 0.0886, s1.acc: 93.7587, s1.loss_bbox: 0.1141, s1.loss_mask: 0.1141, s2.loss_cls: 0.0444, s2.acc: 93.6200, s2.loss_bbox: 0.0663, s2.loss_mask: 0.0527, loss: 1.3331 2022-06-05 05:55:19,855 - mmdet - INFO - Epoch [3][6500/7330] lr: 1.000e-04, eta: 4 days, 2:47:03, time: 1.423, data_time: 0.016, memory: 64749, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0386, loss_semantic_seg: 0.2345, s0.loss_cls: 0.2037, s0.acc: 92.8206, s0.loss_bbox: 0.1168, s0.loss_mask: 0.2382, s1.loss_cls: 0.0956, s1.acc: 93.3328, s1.loss_bbox: 0.1172, s1.loss_mask: 0.1092, s2.loss_cls: 0.0470, s2.acc: 93.3435, s2.loss_bbox: 0.0700, s2.loss_mask: 0.0507, loss: 1.3553 2022-06-05 05:56:31,422 - mmdet - INFO - Epoch [3][6550/7330] lr: 1.000e-04, eta: 4 days, 2:45:30, time: 1.431, data_time: 0.019, memory: 64749, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0355, loss_semantic_seg: 0.2366, s0.loss_cls: 0.1983, s0.acc: 92.9695, s0.loss_bbox: 0.1211, s0.loss_mask: 0.2393, s1.loss_cls: 0.0939, s1.acc: 93.3198, s1.loss_bbox: 0.1194, s1.loss_mask: 0.1107, s2.loss_cls: 0.0471, s2.acc: 93.1642, s2.loss_bbox: 0.0696, s2.loss_mask: 0.0514, loss: 1.3553 2022-06-05 05:57:41,621 - mmdet - INFO - Epoch [3][6600/7330] lr: 1.000e-04, eta: 4 days, 2:43:42, time: 1.404, data_time: 0.019, memory: 64749, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0352, loss_semantic_seg: 0.2331, s0.loss_cls: 0.1929, s0.acc: 93.2971, s0.loss_bbox: 0.1158, s0.loss_mask: 0.2380, s1.loss_cls: 0.0902, s1.acc: 93.7213, s1.loss_bbox: 0.1158, s1.loss_mask: 0.1100, s2.loss_cls: 0.0448, s2.acc: 93.6384, s2.loss_bbox: 0.0671, s2.loss_mask: 0.0509, loss: 1.3273 2022-06-05 05:58:51,937 - mmdet - INFO - Epoch [3][6650/7330] lr: 1.000e-04, eta: 4 days, 2:41:56, time: 1.407, data_time: 0.016, memory: 64749, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0354, loss_semantic_seg: 0.2266, s0.loss_cls: 0.1987, s0.acc: 93.0767, s0.loss_bbox: 0.1132, s0.loss_mask: 0.2363, s1.loss_cls: 0.0930, s1.acc: 93.4648, s1.loss_bbox: 0.1151, s1.loss_mask: 0.1096, s2.loss_cls: 0.0462, s2.acc: 93.4799, s2.loss_bbox: 0.0691, s2.loss_mask: 0.0513, loss: 1.3262 2022-06-05 06:00:03,901 - mmdet - INFO - Epoch [3][6700/7330] lr: 1.000e-04, eta: 4 days, 2:40:27, time: 1.439, data_time: 0.013, memory: 64749, loss_rpn_cls: 0.0349, loss_rpn_bbox: 0.0359, loss_semantic_seg: 0.2406, s0.loss_cls: 0.1961, s0.acc: 93.1992, s0.loss_bbox: 0.1126, s0.loss_mask: 0.2361, s1.loss_cls: 0.0913, s1.acc: 93.6237, s1.loss_bbox: 0.1108, s1.loss_mask: 0.1091, s2.loss_cls: 0.0455, s2.acc: 93.5342, s2.loss_bbox: 0.0660, s2.loss_mask: 0.0512, loss: 1.3300 2022-06-05 06:01:14,429 - mmdet - INFO - Epoch [3][6750/7330] lr: 1.000e-04, eta: 4 days, 2:38:44, time: 1.411, data_time: 0.015, memory: 64749, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0330, loss_semantic_seg: 0.2388, s0.loss_cls: 0.1899, s0.acc: 93.4695, s0.loss_bbox: 0.1100, s0.loss_mask: 0.2388, s1.loss_cls: 0.0888, s1.acc: 93.8395, s1.loss_bbox: 0.1123, s1.loss_mask: 0.1121, s2.loss_cls: 0.0443, s2.acc: 93.6836, s2.loss_bbox: 0.0660, s2.loss_mask: 0.0522, loss: 1.3174 2022-06-05 06:02:24,871 - mmdet - INFO - Epoch [3][6800/7330] lr: 1.000e-04, eta: 4 days, 2:36:59, time: 1.409, data_time: 0.015, memory: 64749, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0372, loss_semantic_seg: 0.2235, s0.loss_cls: 0.1777, s0.acc: 93.6101, s0.loss_bbox: 0.1100, s0.loss_mask: 0.2348, s1.loss_cls: 0.0835, s1.acc: 93.9994, s1.loss_bbox: 0.1085, s1.loss_mask: 0.1100, s2.loss_cls: 0.0417, s2.acc: 93.8683, s2.loss_bbox: 0.0649, s2.loss_mask: 0.0514, loss: 1.2758 2022-06-05 06:03:35,574 - mmdet - INFO - Epoch [3][6850/7330] lr: 1.000e-04, eta: 4 days, 2:35:17, time: 1.414, data_time: 0.020, memory: 64749, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0353, loss_semantic_seg: 0.2298, s0.loss_cls: 0.1950, s0.acc: 93.3042, s0.loss_bbox: 0.1133, s0.loss_mask: 0.2381, s1.loss_cls: 0.0924, s1.acc: 93.6540, s1.loss_bbox: 0.1161, s1.loss_mask: 0.1103, s2.loss_cls: 0.0461, s2.acc: 93.5014, s2.loss_bbox: 0.0674, s2.loss_mask: 0.0515, loss: 1.3282 2022-06-05 06:04:46,736 - mmdet - INFO - Epoch [3][6900/7330] lr: 1.000e-04, eta: 4 days, 2:33:41, time: 1.423, data_time: 0.017, memory: 64749, loss_rpn_cls: 0.0370, loss_rpn_bbox: 0.0379, loss_semantic_seg: 0.2447, s0.loss_cls: 0.2020, s0.acc: 93.1125, s0.loss_bbox: 0.1182, s0.loss_mask: 0.2334, s1.loss_cls: 0.0936, s1.acc: 93.5865, s1.loss_bbox: 0.1187, s1.loss_mask: 0.1076, s2.loss_cls: 0.0463, s2.acc: 93.5330, s2.loss_bbox: 0.0701, s2.loss_mask: 0.0502, loss: 1.3596 2022-06-05 06:05:57,718 - mmdet - INFO - Epoch [3][6950/7330] lr: 1.000e-04, eta: 4 days, 2:32:03, time: 1.420, data_time: 0.015, memory: 64749, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0348, loss_semantic_seg: 0.2299, s0.loss_cls: 0.1938, s0.acc: 93.1743, s0.loss_bbox: 0.1143, s0.loss_mask: 0.2359, s1.loss_cls: 0.0904, s1.acc: 93.5922, s1.loss_bbox: 0.1136, s1.loss_mask: 0.1099, s2.loss_cls: 0.0445, s2.acc: 93.6392, s2.loss_bbox: 0.0693, s2.loss_mask: 0.0515, loss: 1.3176 2022-06-05 06:07:09,440 - mmdet - INFO - Epoch [3][7000/7330] lr: 1.000e-04, eta: 4 days, 2:30:33, time: 1.435, data_time: 0.019, memory: 64749, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0333, loss_semantic_seg: 0.2420, s0.loss_cls: 0.2071, s0.acc: 92.9265, s0.loss_bbox: 0.1178, s0.loss_mask: 0.2381, s1.loss_cls: 0.0982, s1.acc: 93.3252, s1.loss_bbox: 0.1184, s1.loss_mask: 0.1101, s2.loss_cls: 0.0489, s2.acc: 93.1865, s2.loss_bbox: 0.0707, s2.loss_mask: 0.0515, loss: 1.3672 2022-06-05 06:08:21,223 - mmdet - INFO - Epoch [3][7050/7330] lr: 1.000e-04, eta: 4 days, 2:29:04, time: 1.436, data_time: 0.014, memory: 64749, loss_rpn_cls: 0.0368, loss_rpn_bbox: 0.0373, loss_semantic_seg: 0.2372, s0.loss_cls: 0.2166, s0.acc: 92.7085, s0.loss_bbox: 0.1222, s0.loss_mask: 0.2376, s1.loss_cls: 0.1019, s1.acc: 93.1410, s1.loss_bbox: 0.1219, s1.loss_mask: 0.1105, s2.loss_cls: 0.0501, s2.acc: 93.0316, s2.loss_bbox: 0.0717, s2.loss_mask: 0.0518, loss: 1.3956 2022-06-05 06:09:32,471 - mmdet - INFO - Epoch [3][7100/7330] lr: 1.000e-04, eta: 4 days, 2:27:29, time: 1.425, data_time: 0.014, memory: 64749, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0341, loss_semantic_seg: 0.2365, s0.loss_cls: 0.1871, s0.acc: 93.4771, s0.loss_bbox: 0.1087, s0.loss_mask: 0.2280, s1.loss_cls: 0.0885, s1.acc: 93.8792, s1.loss_bbox: 0.1089, s1.loss_mask: 0.1062, s2.loss_cls: 0.0436, s2.acc: 93.7767, s2.loss_bbox: 0.0652, s2.loss_mask: 0.0496, loss: 1.2885 2022-06-05 06:10:43,785 - mmdet - INFO - Epoch [3][7150/7330] lr: 1.000e-04, eta: 4 days, 2:25:55, time: 1.426, data_time: 0.018, memory: 64749, loss_rpn_cls: 0.0365, loss_rpn_bbox: 0.0391, loss_semantic_seg: 0.2457, s0.loss_cls: 0.2032, s0.acc: 93.1038, s0.loss_bbox: 0.1172, s0.loss_mask: 0.2345, s1.loss_cls: 0.0936, s1.acc: 93.6167, s1.loss_bbox: 0.1181, s1.loss_mask: 0.1085, s2.loss_cls: 0.0464, s2.acc: 93.5152, s2.loss_bbox: 0.0703, s2.loss_mask: 0.0507, loss: 1.3640 2022-06-05 06:11:55,763 - mmdet - INFO - Epoch [3][7200/7330] lr: 1.000e-04, eta: 4 days, 2:24:27, time: 1.438, data_time: 0.016, memory: 64749, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0370, loss_semantic_seg: 0.2347, s0.loss_cls: 0.2073, s0.acc: 92.8342, s0.loss_bbox: 0.1208, s0.loss_mask: 0.2343, s1.loss_cls: 0.0976, s1.acc: 93.2885, s1.loss_bbox: 0.1196, s1.loss_mask: 0.1087, s2.loss_cls: 0.0476, s2.acc: 93.1937, s2.loss_bbox: 0.0709, s2.loss_mask: 0.0510, loss: 1.3623 2022-06-05 06:13:06,849 - mmdet - INFO - Epoch [3][7250/7330] lr: 1.000e-04, eta: 4 days, 2:22:52, time: 1.424, data_time: 0.019, memory: 64749, loss_rpn_cls: 0.0353, loss_rpn_bbox: 0.0358, loss_semantic_seg: 0.2459, s0.loss_cls: 0.1996, s0.acc: 93.1414, s0.loss_bbox: 0.1130, s0.loss_mask: 0.2408, s1.loss_cls: 0.0955, s1.acc: 93.4100, s1.loss_bbox: 0.1118, s1.loss_mask: 0.1108, s2.loss_cls: 0.0469, s2.acc: 93.3614, s2.loss_bbox: 0.0656, s2.loss_mask: 0.0515, loss: 1.3525 2022-06-05 06:14:18,590 - mmdet - INFO - Epoch [3][7300/7330] lr: 1.000e-04, eta: 4 days, 2:21:23, time: 1.435, data_time: 0.014, memory: 64749, loss_rpn_cls: 0.0356, loss_rpn_bbox: 0.0351, loss_semantic_seg: 0.2413, s0.loss_cls: 0.2038, s0.acc: 93.0032, s0.loss_bbox: 0.1181, s0.loss_mask: 0.2390, s1.loss_cls: 0.0951, s1.acc: 93.5207, s1.loss_bbox: 0.1174, s1.loss_mask: 0.1104, s2.loss_cls: 0.0465, s2.acc: 93.5431, s2.loss_bbox: 0.0682, s2.loss_mask: 0.0509, loss: 1.3615 2022-06-05 06:15:21,722 - mmdet - INFO - Saving checkpoint at 3 epochs 2022-06-05 06:19:35,458 - mmdet - INFO - Evaluating bbox... 2022-06-05 06:20:25,821 - 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 ] = 0.675 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.537 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.336 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 ] = 0.589 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.664 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.664 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.664 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.500 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.710 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.787 2022-06-05 06:20:25,822 - mmdet - INFO - Evaluating segm... 2022-06-05 06:21:24,626 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.428 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.656 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.466 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.245 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.466 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.591 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.581 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.581 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.581 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.412 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.621 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.720 2022-06-05 06:21:25,917 - mmdet - INFO - Exp name: htc++_beit_adapter_v2_large_fpn_3x_coco.py 2022-06-05 06:21:25,919 - mmdet - INFO - Epoch(val) [3][313] bbox_mAP: 0.4810, bbox_mAP_50: 0.6750, bbox_mAP_75: 0.5370, bbox_mAP_s: 0.3360, bbox_mAP_m: 0.5200, bbox_mAP_l: 0.5890, bbox_mAP_copypaste: 0.481 0.675 0.537 0.336 0.520 0.589, segm_mAP: 0.4280, segm_mAP_50: 0.6560, segm_mAP_75: 0.4660, segm_mAP_s: 0.2450, segm_mAP_m: 0.4660, segm_mAP_l: 0.5910, segm_mAP_copypaste: 0.428 0.656 0.466 0.245 0.466 0.591 2022-06-05 06:26:13,461 - mmdet - INFO - Epoch [4][50/7330] lr: 1.000e-04, eta: 4 days, 2:50:35, time: 5.749, data_time: 4.335, memory: 64749, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0372, loss_semantic_seg: 0.2304, s0.loss_cls: 0.1944, s0.acc: 93.2185, s0.loss_bbox: 0.1172, s0.loss_mask: 0.2357, s1.loss_cls: 0.0903, s1.acc: 93.6873, s1.loss_bbox: 0.1175, s1.loss_mask: 0.1091, s2.loss_cls: 0.0454, s2.acc: 93.5791, s2.loss_bbox: 0.0686, s2.loss_mask: 0.0514, loss: 1.3299 2022-06-05 06:27:25,462 - mmdet - INFO - Epoch [4][100/7330] lr: 1.000e-04, eta: 4 days, 2:49:04, time: 1.440, data_time: 0.017, memory: 64749, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0327, loss_semantic_seg: 0.2334, s0.loss_cls: 0.1902, s0.acc: 93.5457, s0.loss_bbox: 0.1090, s0.loss_mask: 0.2281, s1.loss_cls: 0.0882, s1.acc: 94.0410, s1.loss_bbox: 0.1089, s1.loss_mask: 0.1061, s2.loss_cls: 0.0438, s2.acc: 94.0088, s2.loss_bbox: 0.0659, s2.loss_mask: 0.0493, loss: 1.2869 2022-06-05 06:28:38,369 - mmdet - INFO - Epoch [4][150/7330] lr: 1.000e-04, eta: 4 days, 2:47:43, time: 1.458, data_time: 0.017, memory: 64749, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0387, loss_semantic_seg: 0.2235, s0.loss_cls: 0.2080, s0.acc: 92.7507, s0.loss_bbox: 0.1209, s0.loss_mask: 0.2307, s1.loss_cls: 0.0971, s1.acc: 93.2690, s1.loss_bbox: 0.1215, s1.loss_mask: 0.1085, s2.loss_cls: 0.0477, s2.acc: 93.2268, s2.loss_bbox: 0.0712, s2.loss_mask: 0.0499, loss: 1.3517 2022-06-05 06:29:51,030 - mmdet - INFO - Epoch [4][200/7330] lr: 1.000e-04, eta: 4 days, 2:46:20, time: 1.454, data_time: 0.016, memory: 64749, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0340, loss_semantic_seg: 0.2354, s0.loss_cls: 0.2028, s0.acc: 92.8530, s0.loss_bbox: 0.1178, s0.loss_mask: 0.2339, s1.loss_cls: 0.0943, s1.acc: 93.2976, s1.loss_bbox: 0.1176, s1.loss_mask: 0.1082, s2.loss_cls: 0.0466, s2.acc: 93.1974, s2.loss_bbox: 0.0706, s2.loss_mask: 0.0500, loss: 1.3429 2022-06-05 06:31:02,944 - mmdet - INFO - Epoch [4][250/7330] lr: 1.000e-04, eta: 4 days, 2:44:49, time: 1.438, data_time: 0.015, memory: 64749, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0359, loss_semantic_seg: 0.2314, s0.loss_cls: 0.2005, s0.acc: 92.9514, s0.loss_bbox: 0.1178, s0.loss_mask: 0.2366, s1.loss_cls: 0.0942, s1.acc: 93.3861, s1.loss_bbox: 0.1173, s1.loss_mask: 0.1099, s2.loss_cls: 0.0471, s2.acc: 93.2792, s2.loss_bbox: 0.0689, s2.loss_mask: 0.0510, loss: 1.3415 2022-06-05 06:32:15,703 - mmdet - INFO - Epoch [4][300/7330] lr: 1.000e-04, eta: 4 days, 2:43:26, time: 1.455, data_time: 0.016, memory: 64749, loss_rpn_cls: 0.0349, loss_rpn_bbox: 0.0370, loss_semantic_seg: 0.2326, s0.loss_cls: 0.2066, s0.acc: 92.8682, s0.loss_bbox: 0.1153, s0.loss_mask: 0.2362, s1.loss_cls: 0.0970, s1.acc: 93.3293, s1.loss_bbox: 0.1158, s1.loss_mask: 0.1093, s2.loss_cls: 0.0480, s2.acc: 93.2127, s2.loss_bbox: 0.0673, s2.loss_mask: 0.0509, loss: 1.3508 2022-06-05 06:33:26,996 - mmdet - INFO - Epoch [4][350/7330] lr: 1.000e-04, eta: 4 days, 2:41:48, time: 1.426, data_time: 0.014, memory: 64749, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0363, loss_semantic_seg: 0.2314, s0.loss_cls: 0.1931, s0.acc: 93.1851, s0.loss_bbox: 0.1165, s0.loss_mask: 0.2329, s1.loss_cls: 0.0875, s1.acc: 93.7711, s1.loss_bbox: 0.1158, s1.loss_mask: 0.1088, s2.loss_cls: 0.0439, s2.acc: 93.7265, s2.loss_bbox: 0.0692, s2.loss_mask: 0.0509, loss: 1.3193 2022-06-05 06:34:38,817 - mmdet - INFO - Epoch [4][400/7330] lr: 1.000e-04, eta: 4 days, 2:40:16, time: 1.436, data_time: 0.016, memory: 64749, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0343, loss_semantic_seg: 0.2217, s0.loss_cls: 0.1934, s0.acc: 93.1709, s0.loss_bbox: 0.1145, s0.loss_mask: 0.2317, s1.loss_cls: 0.0905, s1.acc: 93.5545, s1.loss_bbox: 0.1142, s1.loss_mask: 0.1075, s2.loss_cls: 0.0450, s2.acc: 93.5339, s2.loss_bbox: 0.0685, s2.loss_mask: 0.0503, loss: 1.3016 2022-06-05 06:35:51,139 - mmdet - INFO - Epoch [4][450/7330] lr: 1.000e-04, eta: 4 days, 2:38:49, time: 1.446, data_time: 0.014, memory: 64749, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0363, loss_semantic_seg: 0.2237, s0.loss_cls: 0.1919, s0.acc: 93.2947, s0.loss_bbox: 0.1168, s0.loss_mask: 0.2307, s1.loss_cls: 0.0891, s1.acc: 93.7073, s1.loss_bbox: 0.1158, s1.loss_mask: 0.1065, s2.loss_cls: 0.0442, s2.acc: 93.5560, s2.loss_bbox: 0.0680, s2.loss_mask: 0.0495, loss: 1.3022 2022-06-05 06:37:02,835 - mmdet - INFO - Epoch [4][500/7330] lr: 1.000e-04, eta: 4 days, 2:37:16, time: 1.434, data_time: 0.020, memory: 64749, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0363, loss_semantic_seg: 0.2320, s0.loss_cls: 0.1971, s0.acc: 93.2681, s0.loss_bbox: 0.1159, s0.loss_mask: 0.2324, s1.loss_cls: 0.0920, s1.acc: 93.7562, s1.loss_bbox: 0.1177, s1.loss_mask: 0.1086, s2.loss_cls: 0.0455, s2.acc: 93.7237, s2.loss_bbox: 0.0704, s2.loss_mask: 0.0502, loss: 1.3300 2022-06-05 06:38:13,663 - mmdet - INFO - Epoch [4][550/7330] lr: 1.000e-04, eta: 4 days, 2:35:33, time: 1.417, data_time: 0.014, memory: 64749, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0353, loss_semantic_seg: 0.2314, s0.loss_cls: 0.2026, s0.acc: 93.0137, s0.loss_bbox: 0.1194, s0.loss_mask: 0.2337, s1.loss_cls: 0.0946, s1.acc: 93.4832, s1.loss_bbox: 0.1186, s1.loss_mask: 0.1079, s2.loss_cls: 0.0464, s2.acc: 93.4290, s2.loss_bbox: 0.0711, s2.loss_mask: 0.0503, loss: 1.3441 2022-06-05 06:39:25,294 - mmdet - INFO - Epoch [4][600/7330] lr: 1.000e-04, eta: 4 days, 2:34:00, time: 1.433, data_time: 0.017, memory: 64749, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0351, loss_semantic_seg: 0.2379, s0.loss_cls: 0.1952, s0.acc: 93.1389, s0.loss_bbox: 0.1144, s0.loss_mask: 0.2333, s1.loss_cls: 0.0913, s1.acc: 93.5895, s1.loss_bbox: 0.1155, s1.loss_mask: 0.1083, s2.loss_cls: 0.0448, s2.acc: 93.5055, s2.loss_bbox: 0.0676, s2.loss_mask: 0.0502, loss: 1.3257 2022-06-05 06:40:38,575 - mmdet - INFO - Epoch [4][650/7330] lr: 1.000e-04, eta: 4 days, 2:32:43, time: 1.465, data_time: 0.021, memory: 64749, loss_rpn_cls: 0.0362, loss_rpn_bbox: 0.0374, loss_semantic_seg: 0.2219, s0.loss_cls: 0.1960, s0.acc: 93.1094, s0.loss_bbox: 0.1145, s0.loss_mask: 0.2356, s1.loss_cls: 0.0916, s1.acc: 93.5324, s1.loss_bbox: 0.1160, s1.loss_mask: 0.1094, s2.loss_cls: 0.0461, s2.acc: 93.2699, s2.loss_bbox: 0.0681, s2.loss_mask: 0.0509, loss: 1.3237 2022-06-05 06:41:50,068 - mmdet - INFO - Epoch [4][700/7330] lr: 1.000e-04, eta: 4 days, 2:31:08, time: 1.430, data_time: 0.016, memory: 64749, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0394, loss_semantic_seg: 0.2391, s0.loss_cls: 0.2148, s0.acc: 92.5457, s0.loss_bbox: 0.1237, s0.loss_mask: 0.2342, s1.loss_cls: 0.1004, s1.acc: 92.9174, s1.loss_bbox: 0.1207, s1.loss_mask: 0.1088, s2.loss_cls: 0.0499, s2.acc: 92.8287, s2.loss_bbox: 0.0700, s2.loss_mask: 0.0506, loss: 1.3848 2022-06-05 06:43:00,658 - mmdet - INFO - Epoch [4][750/7330] lr: 1.000e-04, eta: 4 days, 2:29:24, time: 1.412, data_time: 0.017, memory: 64749, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0354, loss_semantic_seg: 0.2316, s0.loss_cls: 0.2015, s0.acc: 93.1267, s0.loss_bbox: 0.1145, s0.loss_mask: 0.2326, s1.loss_cls: 0.0937, s1.acc: 93.6022, s1.loss_bbox: 0.1138, s1.loss_mask: 0.1076, s2.loss_cls: 0.0460, s2.acc: 93.6956, s2.loss_bbox: 0.0679, s2.loss_mask: 0.0503, loss: 1.3287 2022-06-05 06:44:12,215 - mmdet - INFO - Epoch [4][800/7330] lr: 1.000e-04, eta: 4 days, 2:27:49, time: 1.431, data_time: 0.014, memory: 64749, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0379, loss_semantic_seg: 0.2389, s0.loss_cls: 0.2127, s0.acc: 92.6260, s0.loss_bbox: 0.1237, s0.loss_mask: 0.2445, s1.loss_cls: 0.1011, s1.acc: 92.9202, s1.loss_bbox: 0.1220, s1.loss_mask: 0.1137, s2.loss_cls: 0.0491, s2.acc: 93.1992, s2.loss_bbox: 0.0706, s2.loss_mask: 0.0526, loss: 1.4006 2022-06-05 06:45:23,076 - mmdet - INFO - Epoch [4][850/7330] lr: 1.000e-04, eta: 4 days, 2:26:08, time: 1.417, data_time: 0.016, memory: 64749, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0355, loss_semantic_seg: 0.2275, s0.loss_cls: 0.1987, s0.acc: 93.1860, s0.loss_bbox: 0.1158, s0.loss_mask: 0.2367, s1.loss_cls: 0.0919, s1.acc: 93.6655, s1.loss_bbox: 0.1177, s1.loss_mask: 0.1095, s2.loss_cls: 0.0460, s2.acc: 93.5380, s2.loss_bbox: 0.0701, s2.loss_mask: 0.0509, loss: 1.3316 2022-06-05 06:46:34,395 - mmdet - INFO - Epoch [4][900/7330] lr: 1.000e-04, eta: 4 days, 2:24:31, time: 1.426, data_time: 0.017, memory: 64749, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0386, loss_semantic_seg: 0.2184, s0.loss_cls: 0.1897, s0.acc: 93.3218, s0.loss_bbox: 0.1161, s0.loss_mask: 0.2329, s1.loss_cls: 0.0882, s1.acc: 93.9109, s1.loss_bbox: 0.1166, s1.loss_mask: 0.1080, s2.loss_cls: 0.0442, s2.acc: 93.8035, s2.loss_bbox: 0.0701, s2.loss_mask: 0.0505, loss: 1.3046 2022-06-05 06:47:45,466 - mmdet - INFO - Epoch [4][950/7330] lr: 1.000e-04, eta: 4 days, 2:22:51, time: 1.420, data_time: 0.014, memory: 64749, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0362, loss_semantic_seg: 0.2226, s0.loss_cls: 0.1927, s0.acc: 93.2156, s0.loss_bbox: 0.1182, s0.loss_mask: 0.2316, s1.loss_cls: 0.0901, s1.acc: 93.6897, s1.loss_bbox: 0.1170, s1.loss_mask: 0.1073, s2.loss_cls: 0.0442, s2.acc: 93.6472, s2.loss_bbox: 0.0692, s2.loss_mask: 0.0496, loss: 1.3098 2022-06-05 06:48:57,152 - mmdet - INFO - Epoch [4][1000/7330] lr: 1.000e-04, eta: 4 days, 2:21:20, time: 1.435, data_time: 0.016, memory: 64749, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0360, loss_semantic_seg: 0.2354, s0.loss_cls: 0.2012, s0.acc: 93.0903, s0.loss_bbox: 0.1123, s0.loss_mask: 0.2340, s1.loss_cls: 0.0949, s1.acc: 93.5510, s1.loss_bbox: 0.1137, s1.loss_mask: 0.1098, s2.loss_cls: 0.0471, s2.acc: 93.3977, s2.loss_bbox: 0.0671, s2.loss_mask: 0.0516, loss: 1.3354 2022-06-05 06:50:09,137 - mmdet - INFO - Epoch [4][1050/7330] lr: 1.000e-04, eta: 4 days, 2:19:50, time: 1.440, data_time: 0.013, memory: 64749, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0342, loss_semantic_seg: 0.2198, s0.loss_cls: 0.1863, s0.acc: 93.5588, s0.loss_bbox: 0.1074, s0.loss_mask: 0.2197, s1.loss_cls: 0.0860, s1.acc: 94.0919, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1025, s2.loss_cls: 0.0428, s2.acc: 93.9287, s2.loss_bbox: 0.0651, s2.loss_mask: 0.0479, loss: 1.2513 2022-06-05 06:51:20,543 - mmdet - INFO - Epoch [4][1100/7330] lr: 1.000e-04, eta: 4 days, 2:18:15, time: 1.428, data_time: 0.018, memory: 64749, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0348, loss_semantic_seg: 0.2263, s0.loss_cls: 0.1904, s0.acc: 93.4985, s0.loss_bbox: 0.1115, s0.loss_mask: 0.2346, s1.loss_cls: 0.0895, s1.acc: 93.9013, s1.loss_bbox: 0.1137, s1.loss_mask: 0.1104, s2.loss_cls: 0.0449, s2.acc: 93.7660, s2.loss_bbox: 0.0678, s2.loss_mask: 0.0514, loss: 1.3088 2022-06-05 06:52:32,195 - mmdet - INFO - Epoch [4][1150/7330] lr: 1.000e-04, eta: 4 days, 2:16:43, time: 1.433, data_time: 0.019, memory: 64749, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0366, loss_semantic_seg: 0.2228, s0.loss_cls: 0.1953, s0.acc: 93.2434, s0.loss_bbox: 0.1162, s0.loss_mask: 0.2367, s1.loss_cls: 0.0906, s1.acc: 93.7820, s1.loss_bbox: 0.1179, s1.loss_mask: 0.1109, s2.loss_cls: 0.0451, s2.acc: 93.6038, s2.loss_bbox: 0.0718, s2.loss_mask: 0.0520, loss: 1.3278 2022-06-05 06:53:43,401 - mmdet - INFO - Epoch [4][1200/7330] lr: 1.000e-04, eta: 4 days, 2:15:05, time: 1.424, data_time: 0.015, memory: 64749, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0360, loss_semantic_seg: 0.2304, s0.loss_cls: 0.1950, s0.acc: 93.1614, s0.loss_bbox: 0.1174, s0.loss_mask: 0.2327, s1.loss_cls: 0.0891, s1.acc: 93.6908, s1.loss_bbox: 0.1168, s1.loss_mask: 0.1086, s2.loss_cls: 0.0442, s2.acc: 93.5347, s2.loss_bbox: 0.0694, s2.loss_mask: 0.0509, loss: 1.3213 2022-06-05 06:54:54,552 - mmdet - INFO - Epoch [4][1250/7330] lr: 1.000e-04, eta: 4 days, 2:13:28, time: 1.423, data_time: 0.011, memory: 64749, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0371, loss_semantic_seg: 0.2282, s0.loss_cls: 0.1889, s0.acc: 93.4055, s0.loss_bbox: 0.1141, s0.loss_mask: 0.2319, s1.loss_cls: 0.0878, s1.acc: 93.8729, s1.loss_bbox: 0.1130, s1.loss_mask: 0.1071, s2.loss_cls: 0.0441, s2.acc: 93.6055, s2.loss_bbox: 0.0676, s2.loss_mask: 0.0505, loss: 1.3028 2022-06-05 06:56:05,397 - mmdet - INFO - Epoch [4][1300/7330] lr: 1.000e-04, eta: 4 days, 2:11:47, time: 1.417, data_time: 0.014, memory: 64749, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0349, loss_semantic_seg: 0.2244, s0.loss_cls: 0.1785, s0.acc: 93.7722, s0.loss_bbox: 0.1065, s0.loss_mask: 0.2295, s1.loss_cls: 0.0852, s1.acc: 94.0704, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1064, s2.loss_cls: 0.0428, s2.acc: 93.9057, s2.loss_bbox: 0.0648, s2.loss_mask: 0.0498, loss: 1.2593 2022-06-05 06:57:16,705 - mmdet - INFO - Epoch [4][1350/7330] lr: 1.000e-04, eta: 4 days, 2:10:12, time: 1.426, data_time: 0.016, memory: 64749, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0347, loss_semantic_seg: 0.2268, s0.loss_cls: 0.1962, s0.acc: 93.1797, s0.loss_bbox: 0.1150, s0.loss_mask: 0.2245, s1.loss_cls: 0.0925, s1.acc: 93.6464, s1.loss_bbox: 0.1176, s1.loss_mask: 0.1059, s2.loss_cls: 0.0464, s2.acc: 93.4116, s2.loss_bbox: 0.0712, s2.loss_mask: 0.0499, loss: 1.3099 2022-06-05 06:58:27,742 - mmdet - INFO - Epoch [4][1400/7330] lr: 1.000e-04, eta: 4 days, 2:08:33, time: 1.420, data_time: 0.016, memory: 64749, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0354, loss_semantic_seg: 0.2178, s0.loss_cls: 0.1886, s0.acc: 93.4468, s0.loss_bbox: 0.1121, s0.loss_mask: 0.2315, s1.loss_cls: 0.0876, s1.acc: 93.9550, s1.loss_bbox: 0.1118, s1.loss_mask: 0.1087, s2.loss_cls: 0.0431, s2.acc: 93.9367, s2.loss_bbox: 0.0651, s2.loss_mask: 0.0506, loss: 1.2844 2022-06-05 06:59:38,092 - mmdet - INFO - Epoch [4][1450/7330] lr: 1.000e-04, eta: 4 days, 2:06:48, time: 1.407, data_time: 0.015, memory: 64749, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0343, loss_semantic_seg: 0.2358, s0.loss_cls: 0.1938, s0.acc: 93.3467, s0.loss_bbox: 0.1108, s0.loss_mask: 0.2249, s1.loss_cls: 0.0907, s1.acc: 93.7711, s1.loss_bbox: 0.1110, s1.loss_mask: 0.1047, s2.loss_cls: 0.0447, s2.acc: 93.7348, s2.loss_bbox: 0.0657, s2.loss_mask: 0.0491, loss: 1.2968 2022-06-05 07:00:48,688 - mmdet - INFO - Epoch [4][1500/7330] lr: 1.000e-04, eta: 4 days, 2:05:05, time: 1.412, data_time: 0.018, memory: 64749, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0356, loss_semantic_seg: 0.2300, s0.loss_cls: 0.2002, s0.acc: 93.1997, s0.loss_bbox: 0.1144, s0.loss_mask: 0.2348, s1.loss_cls: 0.0939, s1.acc: 93.6148, s1.loss_bbox: 0.1154, s1.loss_mask: 0.1092, s2.loss_cls: 0.0465, s2.acc: 93.4845, s2.loss_bbox: 0.0700, s2.loss_mask: 0.0508, loss: 1.3311 2022-06-05 07:01:59,636 - mmdet - INFO - Epoch [4][1550/7330] lr: 1.000e-04, eta: 4 days, 2:03:26, time: 1.419, data_time: 0.016, memory: 64749, loss_rpn_cls: 0.0363, loss_rpn_bbox: 0.0372, loss_semantic_seg: 0.2288, s0.loss_cls: 0.1945, s0.acc: 93.1877, s0.loss_bbox: 0.1159, s0.loss_mask: 0.2331, s1.loss_cls: 0.0906, s1.acc: 93.6705, s1.loss_bbox: 0.1167, s1.loss_mask: 0.1085, s2.loss_cls: 0.0451, s2.acc: 93.5697, s2.loss_bbox: 0.0697, s2.loss_mask: 0.0509, loss: 1.3273 2022-06-05 07:03:10,622 - mmdet - INFO - Epoch [4][1600/7330] lr: 1.000e-04, eta: 4 days, 2:01:48, time: 1.419, data_time: 0.018, memory: 64749, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0362, loss_semantic_seg: 0.2385, s0.loss_cls: 0.1968, s0.acc: 93.0522, s0.loss_bbox: 0.1155, s0.loss_mask: 0.2295, s1.loss_cls: 0.0929, s1.acc: 93.4777, s1.loss_bbox: 0.1167, s1.loss_mask: 0.1073, s2.loss_cls: 0.0463, s2.acc: 93.3984, s2.loss_bbox: 0.0695, s2.loss_mask: 0.0505, loss: 1.3315 2022-06-05 07:04:22,073 - mmdet - INFO - Epoch [4][1650/7330] lr: 1.000e-04, eta: 4 days, 2:00:14, time: 1.429, data_time: 0.015, memory: 64749, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0349, loss_semantic_seg: 0.2333, s0.loss_cls: 0.1910, s0.acc: 93.2876, s0.loss_bbox: 0.1139, s0.loss_mask: 0.2305, s1.loss_cls: 0.0885, s1.acc: 93.7430, s1.loss_bbox: 0.1153, s1.loss_mask: 0.1079, s2.loss_cls: 0.0440, s2.acc: 93.5768, s2.loss_bbox: 0.0674, s2.loss_mask: 0.0508, loss: 1.3099 2022-06-05 07:05:32,856 - mmdet - INFO - Epoch [4][1700/7330] lr: 1.000e-04, eta: 4 days, 1:58:34, time: 1.416, data_time: 0.016, memory: 64749, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0367, loss_semantic_seg: 0.2405, s0.loss_cls: 0.1963, s0.acc: 93.2036, s0.loss_bbox: 0.1127, s0.loss_mask: 0.2284, s1.loss_cls: 0.0911, s1.acc: 93.6557, s1.loss_bbox: 0.1118, s1.loss_mask: 0.1074, s2.loss_cls: 0.0451, s2.acc: 93.7057, s2.loss_bbox: 0.0675, s2.loss_mask: 0.0503, loss: 1.3217 2022-06-05 07:06:43,751 - mmdet - INFO - Epoch [4][1750/7330] lr: 1.000e-04, eta: 4 days, 1:56:55, time: 1.418, data_time: 0.016, memory: 64749, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0336, loss_semantic_seg: 0.2349, s0.loss_cls: 0.1915, s0.acc: 93.2998, s0.loss_bbox: 0.1088, s0.loss_mask: 0.2241, s1.loss_cls: 0.0897, s1.acc: 93.7847, s1.loss_bbox: 0.1102, s1.loss_mask: 0.1039, s2.loss_cls: 0.0449, s2.acc: 93.6568, s2.loss_bbox: 0.0659, s2.loss_mask: 0.0486, loss: 1.2874 2022-06-05 07:07:55,431 - mmdet - INFO - Epoch [4][1800/7330] lr: 1.000e-04, eta: 4 days, 1:55:24, time: 1.434, data_time: 0.020, memory: 64749, loss_rpn_cls: 0.0337, loss_rpn_bbox: 0.0333, loss_semantic_seg: 0.2307, s0.loss_cls: 0.2018, s0.acc: 93.0659, s0.loss_bbox: 0.1156, s0.loss_mask: 0.2321, s1.loss_cls: 0.0943, s1.acc: 93.4640, s1.loss_bbox: 0.1163, s1.loss_mask: 0.1088, s2.loss_cls: 0.0467, s2.acc: 93.4297, s2.loss_bbox: 0.0681, s2.loss_mask: 0.0507, loss: 1.3321 2022-06-05 07:09:06,859 - mmdet - INFO - Epoch [4][1850/7330] lr: 1.000e-04, eta: 4 days, 1:53:51, time: 1.429, data_time: 0.016, memory: 64749, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0367, loss_semantic_seg: 0.2286, s0.loss_cls: 0.2033, s0.acc: 92.9395, s0.loss_bbox: 0.1164, s0.loss_mask: 0.2289, s1.loss_cls: 0.0954, s1.acc: 93.3498, s1.loss_bbox: 0.1188, s1.loss_mask: 0.1066, s2.loss_cls: 0.0474, s2.acc: 93.2385, s2.loss_bbox: 0.0714, s2.loss_mask: 0.0498, loss: 1.3347 2022-06-05 07:10:18,479 - mmdet - INFO - Epoch [4][1900/7330] lr: 1.000e-04, eta: 4 days, 1:52:19, time: 1.432, data_time: 0.011, memory: 64749, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0344, loss_semantic_seg: 0.2299, s0.loss_cls: 0.1967, s0.acc: 93.0903, s0.loss_bbox: 0.1196, s0.loss_mask: 0.2380, s1.loss_cls: 0.0911, s1.acc: 93.5925, s1.loss_bbox: 0.1193, s1.loss_mask: 0.1097, s2.loss_cls: 0.0456, s2.acc: 93.4481, s2.loss_bbox: 0.0695, s2.loss_mask: 0.0509, loss: 1.3362 2022-06-05 07:11:28,994 - mmdet - INFO - Epoch [4][1950/7330] lr: 1.000e-04, eta: 4 days, 1:50:37, time: 1.410, data_time: 0.016, memory: 64749, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0348, loss_semantic_seg: 0.2364, s0.loss_cls: 0.2092, s0.acc: 92.8472, s0.loss_bbox: 0.1162, s0.loss_mask: 0.2329, s1.loss_cls: 0.0969, s1.acc: 93.3987, s1.loss_bbox: 0.1154, s1.loss_mask: 0.1088, s2.loss_cls: 0.0481, s2.acc: 93.3103, s2.loss_bbox: 0.0699, s2.loss_mask: 0.0510, loss: 1.3505 2022-06-05 07:12:40,100 - mmdet - INFO - Epoch [4][2000/7330] lr: 1.000e-04, eta: 4 days, 1:49:00, time: 1.422, data_time: 0.015, memory: 64749, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0353, loss_semantic_seg: 0.2242, s0.loss_cls: 0.2057, s0.acc: 92.8647, s0.loss_bbox: 0.1167, s0.loss_mask: 0.2295, s1.loss_cls: 0.0966, s1.acc: 93.3132, s1.loss_bbox: 0.1169, s1.loss_mask: 0.1068, s2.loss_cls: 0.0472, s2.acc: 93.4068, s2.loss_bbox: 0.0697, s2.loss_mask: 0.0495, loss: 1.3319 2022-06-05 07:13:50,832 - mmdet - INFO - Epoch [4][2050/7330] lr: 1.000e-04, eta: 4 days, 1:47:20, time: 1.415, data_time: 0.012, memory: 64749, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0366, loss_semantic_seg: 0.2204, s0.loss_cls: 0.1875, s0.acc: 93.3655, s0.loss_bbox: 0.1116, s0.loss_mask: 0.2259, s1.loss_cls: 0.0864, s1.acc: 93.8124, s1.loss_bbox: 0.1135, s1.loss_mask: 0.1050, s2.loss_cls: 0.0434, s2.acc: 93.7068, s2.loss_bbox: 0.0678, s2.loss_mask: 0.0492, loss: 1.2801 2022-06-05 07:15:00,679 - mmdet - INFO - Epoch [4][2100/7330] lr: 1.000e-04, eta: 4 days, 1:45:32, time: 1.397, data_time: 0.019, memory: 64749, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0342, loss_semantic_seg: 0.2222, s0.loss_cls: 0.1970, s0.acc: 93.2612, s0.loss_bbox: 0.1127, s0.loss_mask: 0.2287, s1.loss_cls: 0.0923, s1.acc: 93.6708, s1.loss_bbox: 0.1164, s1.loss_mask: 0.1073, s2.loss_cls: 0.0460, s2.acc: 93.5942, s2.loss_bbox: 0.0706, s2.loss_mask: 0.0501, loss: 1.3065 2022-06-05 07:16:11,142 - mmdet - INFO - Epoch [4][2150/7330] lr: 1.000e-04, eta: 4 days, 1:43:49, time: 1.409, data_time: 0.017, memory: 64749, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0342, loss_semantic_seg: 0.2258, s0.loss_cls: 0.1998, s0.acc: 93.0242, s0.loss_bbox: 0.1124, s0.loss_mask: 0.2183, s1.loss_cls: 0.0917, s1.acc: 93.5755, s1.loss_bbox: 0.1129, s1.loss_mask: 0.1021, s2.loss_cls: 0.0454, s2.acc: 93.5218, s2.loss_bbox: 0.0689, s2.loss_mask: 0.0477, loss: 1.2916 2022-06-05 07:17:21,561 - mmdet - INFO - Epoch [4][2200/7330] lr: 1.000e-04, eta: 4 days, 1:42:07, time: 1.408, data_time: 0.014, memory: 64749, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0335, loss_semantic_seg: 0.2280, s0.loss_cls: 0.1911, s0.acc: 93.3564, s0.loss_bbox: 0.1131, s0.loss_mask: 0.2322, s1.loss_cls: 0.0895, s1.acc: 93.7783, s1.loss_bbox: 0.1117, s1.loss_mask: 0.1077, s2.loss_cls: 0.0452, s2.acc: 93.6793, s2.loss_bbox: 0.0663, s2.loss_mask: 0.0502, loss: 1.3003 2022-06-05 07:18:32,770 - mmdet - INFO - Epoch [4][2250/7330] lr: 1.000e-04, eta: 4 days, 1:40:32, time: 1.424, data_time: 0.020, memory: 64749, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0351, loss_semantic_seg: 0.2241, s0.loss_cls: 0.1858, s0.acc: 93.5652, s0.loss_bbox: 0.1084, s0.loss_mask: 0.2262, s1.loss_cls: 0.0861, s1.acc: 94.0462, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1052, s2.loss_cls: 0.0431, s2.acc: 93.9813, s2.loss_bbox: 0.0641, s2.loss_mask: 0.0493, loss: 1.2630 2022-06-05 07:19:43,394 - mmdet - INFO - Epoch [4][2300/7330] lr: 1.000e-04, eta: 4 days, 1:38:51, time: 1.412, data_time: 0.019, memory: 64749, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0350, loss_semantic_seg: 0.2240, s0.loss_cls: 0.1879, s0.acc: 93.3906, s0.loss_bbox: 0.1114, s0.loss_mask: 0.2308, s1.loss_cls: 0.0877, s1.acc: 93.8464, s1.loss_bbox: 0.1128, s1.loss_mask: 0.1077, s2.loss_cls: 0.0434, s2.acc: 93.7869, s2.loss_bbox: 0.0666, s2.loss_mask: 0.0505, loss: 1.2897 2022-06-05 07:20:53,941 - mmdet - INFO - Epoch [4][2350/7330] lr: 1.000e-04, eta: 4 days, 1:37:10, time: 1.411, data_time: 0.017, memory: 64749, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0329, loss_semantic_seg: 0.2194, s0.loss_cls: 0.1828, s0.acc: 93.6572, s0.loss_bbox: 0.1063, s0.loss_mask: 0.2272, s1.loss_cls: 0.0851, s1.acc: 94.1918, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1051, s2.loss_cls: 0.0422, s2.acc: 94.1456, s2.loss_bbox: 0.0650, s2.loss_mask: 0.0490, loss: 1.2526 2022-06-05 07:22:04,342 - mmdet - INFO - Epoch [4][2400/7330] lr: 1.000e-04, eta: 4 days, 1:35:28, time: 1.408, data_time: 0.013, memory: 64749, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0354, loss_semantic_seg: 0.2306, s0.loss_cls: 0.1813, s0.acc: 93.7043, s0.loss_bbox: 0.1071, s0.loss_mask: 0.2264, s1.loss_cls: 0.0852, s1.acc: 94.1222, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1051, s2.loss_cls: 0.0413, s2.acc: 94.0964, s2.loss_bbox: 0.0654, s2.loss_mask: 0.0493, loss: 1.2667 2022-06-05 07:23:15,859 - mmdet - INFO - Epoch [4][2450/7330] lr: 1.000e-04, eta: 4 days, 1:33:57, time: 1.430, data_time: 0.016, memory: 64749, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0353, loss_semantic_seg: 0.2299, s0.loss_cls: 0.1883, s0.acc: 93.4355, s0.loss_bbox: 0.1134, s0.loss_mask: 0.2304, s1.loss_cls: 0.0882, s1.acc: 93.8877, s1.loss_bbox: 0.1127, s1.loss_mask: 0.1081, s2.loss_cls: 0.0434, s2.acc: 93.8640, s2.loss_bbox: 0.0658, s2.loss_mask: 0.0504, loss: 1.2958 2022-06-05 07:24:26,117 - mmdet - INFO - Epoch [4][2500/7330] lr: 1.000e-04, eta: 4 days, 1:32:13, time: 1.405, data_time: 0.015, memory: 64749, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0337, loss_semantic_seg: 0.2292, s0.loss_cls: 0.1891, s0.acc: 93.3972, s0.loss_bbox: 0.1132, s0.loss_mask: 0.2381, s1.loss_cls: 0.0896, s1.acc: 93.8475, s1.loss_bbox: 0.1136, s1.loss_mask: 0.1101, s2.loss_cls: 0.0441, s2.acc: 93.7210, s2.loss_bbox: 0.0658, s2.loss_mask: 0.0513, loss: 1.3063 2022-06-05 07:25:36,357 - mmdet - INFO - Epoch [4][2550/7330] lr: 1.000e-04, eta: 4 days, 1:30:30, time: 1.405, data_time: 0.019, memory: 64749, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0348, loss_semantic_seg: 0.2268, s0.loss_cls: 0.1775, s0.acc: 93.7356, s0.loss_bbox: 0.1079, s0.loss_mask: 0.2300, s1.loss_cls: 0.0832, s1.acc: 94.1229, s1.loss_bbox: 0.1090, s1.loss_mask: 0.1076, s2.loss_cls: 0.0409, s2.acc: 94.1413, s2.loss_bbox: 0.0649, s2.loss_mask: 0.0507, loss: 1.2633 2022-06-05 07:26:47,326 - mmdet - INFO - Epoch [4][2600/7330] lr: 1.000e-04, eta: 4 days, 1:28:53, time: 1.419, data_time: 0.017, memory: 64749, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0369, loss_semantic_seg: 0.2329, s0.loss_cls: 0.1905, s0.acc: 93.2007, s0.loss_bbox: 0.1128, s0.loss_mask: 0.2391, s1.loss_cls: 0.0893, s1.acc: 93.6674, s1.loss_bbox: 0.1170, s1.loss_mask: 0.1103, s2.loss_cls: 0.0444, s2.acc: 93.5072, s2.loss_bbox: 0.0698, s2.loss_mask: 0.0517, loss: 1.3262 2022-06-05 07:27:58,293 - mmdet - INFO - Epoch [4][2650/7330] lr: 1.000e-04, eta: 4 days, 1:27:17, time: 1.419, data_time: 0.019, memory: 64749, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0363, loss_semantic_seg: 0.2268, s0.loss_cls: 0.1951, s0.acc: 93.1741, s0.loss_bbox: 0.1167, s0.loss_mask: 0.2370, s1.loss_cls: 0.0906, s1.acc: 93.6978, s1.loss_bbox: 0.1157, s1.loss_mask: 0.1099, s2.loss_cls: 0.0443, s2.acc: 93.6719, s2.loss_bbox: 0.0688, s2.loss_mask: 0.0517, loss: 1.3255 2022-06-05 07:29:09,444 - mmdet - INFO - Epoch [4][2700/7330] lr: 1.000e-04, eta: 4 days, 1:25:43, time: 1.423, data_time: 0.017, memory: 64749, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0353, loss_semantic_seg: 0.2349, s0.loss_cls: 0.1836, s0.acc: 93.4795, s0.loss_bbox: 0.1150, s0.loss_mask: 0.2341, s1.loss_cls: 0.0870, s1.acc: 93.8572, s1.loss_bbox: 0.1173, s1.loss_mask: 0.1092, s2.loss_cls: 0.0436, s2.acc: 93.6387, s2.loss_bbox: 0.0680, s2.loss_mask: 0.0509, loss: 1.3087 2022-06-05 07:30:20,471 - mmdet - INFO - Epoch [4][2750/7330] lr: 1.000e-04, eta: 4 days, 1:24:07, time: 1.420, data_time: 0.013, memory: 64749, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0362, loss_semantic_seg: 0.2321, s0.loss_cls: 0.1888, s0.acc: 93.4150, s0.loss_bbox: 0.1134, s0.loss_mask: 0.2314, s1.loss_cls: 0.0879, s1.acc: 93.8820, s1.loss_bbox: 0.1123, s1.loss_mask: 0.1080, s2.loss_cls: 0.0440, s2.acc: 93.6415, s2.loss_bbox: 0.0668, s2.loss_mask: 0.0502, loss: 1.3029 2022-06-05 07:31:30,516 - mmdet - INFO - Epoch [4][2800/7330] lr: 1.000e-04, eta: 4 days, 1:22:22, time: 1.401, data_time: 0.016, memory: 64749, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0323, loss_semantic_seg: 0.2281, s0.loss_cls: 0.1788, s0.acc: 93.6934, s0.loss_bbox: 0.1063, s0.loss_mask: 0.2240, s1.loss_cls: 0.0831, s1.acc: 94.1594, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1045, s2.loss_cls: 0.0414, s2.acc: 94.0154, s2.loss_bbox: 0.0642, s2.loss_mask: 0.0485, loss: 1.2484 2022-06-05 07:32:41,476 - mmdet - INFO - Epoch [4][2850/7330] lr: 1.000e-04, eta: 4 days, 1:20:46, time: 1.419, data_time: 0.015, memory: 64749, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0364, loss_semantic_seg: 0.2338, s0.loss_cls: 0.1935, s0.acc: 93.1772, s0.loss_bbox: 0.1173, s0.loss_mask: 0.2371, s1.loss_cls: 0.0907, s1.acc: 93.7104, s1.loss_bbox: 0.1179, s1.loss_mask: 0.1105, s2.loss_cls: 0.0448, s2.acc: 93.6001, s2.loss_bbox: 0.0686, s2.loss_mask: 0.0516, loss: 1.3342 2022-06-05 07:33:52,087 - mmdet - INFO - Epoch [4][2900/7330] lr: 1.000e-04, eta: 4 days, 1:19:07, time: 1.412, data_time: 0.020, memory: 64749, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0350, loss_semantic_seg: 0.2354, s0.loss_cls: 0.1789, s0.acc: 93.7383, s0.loss_bbox: 0.1064, s0.loss_mask: 0.2255, s1.loss_cls: 0.0835, s1.acc: 94.1542, s1.loss_bbox: 0.1085, s1.loss_mask: 0.1044, s2.loss_cls: 0.0415, s2.acc: 94.0593, s2.loss_bbox: 0.0652, s2.loss_mask: 0.0490, loss: 1.2643 2022-06-05 07:35:02,101 - mmdet - INFO - Epoch [4][2950/7330] lr: 1.000e-04, eta: 4 days, 1:17:22, time: 1.400, data_time: 0.017, memory: 64749, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0340, loss_semantic_seg: 0.2182, s0.loss_cls: 0.1858, s0.acc: 93.3967, s0.loss_bbox: 0.1108, s0.loss_mask: 0.2244, s1.loss_cls: 0.0873, s1.acc: 93.8170, s1.loss_bbox: 0.1114, s1.loss_mask: 0.1044, s2.loss_cls: 0.0433, s2.acc: 93.8319, s2.loss_bbox: 0.0675, s2.loss_mask: 0.0494, loss: 1.2682 2022-06-05 07:36:13,615 - mmdet - INFO - Epoch [4][3000/7330] lr: 1.000e-04, eta: 4 days, 1:15:52, time: 1.431, data_time: 0.021, memory: 64749, loss_rpn_cls: 0.0337, loss_rpn_bbox: 0.0370, loss_semantic_seg: 0.2249, s0.loss_cls: 0.1875, s0.acc: 93.4150, s0.loss_bbox: 0.1092, s0.loss_mask: 0.2260, s1.loss_cls: 0.0884, s1.acc: 93.7394, s1.loss_bbox: 0.1123, s1.loss_mask: 0.1042, s2.loss_cls: 0.0442, s2.acc: 93.6690, s2.loss_bbox: 0.0671, s2.loss_mask: 0.0487, loss: 1.2833 2022-06-05 07:37:25,116 - mmdet - INFO - Epoch [4][3050/7330] lr: 1.000e-04, eta: 4 days, 1:14:22, time: 1.430, data_time: 0.016, memory: 64749, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0347, loss_semantic_seg: 0.2276, s0.loss_cls: 0.1940, s0.acc: 93.2759, s0.loss_bbox: 0.1163, s0.loss_mask: 0.2335, s1.loss_cls: 0.0904, s1.acc: 93.6637, s1.loss_bbox: 0.1165, s1.loss_mask: 0.1082, s2.loss_cls: 0.0446, s2.acc: 93.6451, s2.loss_bbox: 0.0688, s2.loss_mask: 0.0504, loss: 1.3157 2022-06-05 07:38:36,386 - mmdet - INFO - Epoch [4][3100/7330] lr: 1.000e-04, eta: 4 days, 1:12:49, time: 1.425, data_time: 0.017, memory: 64749, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0336, loss_semantic_seg: 0.2256, s0.loss_cls: 0.1751, s0.acc: 93.8435, s0.loss_bbox: 0.1033, s0.loss_mask: 0.2186, s1.loss_cls: 0.0822, s1.acc: 94.2078, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1015, s2.loss_cls: 0.0409, s2.acc: 94.2034, s2.loss_bbox: 0.0646, s2.loss_mask: 0.0480, loss: 1.2254 2022-06-05 07:39:47,657 - mmdet - INFO - Epoch [4][3150/7330] lr: 1.000e-04, eta: 4 days, 1:11:17, time: 1.425, data_time: 0.017, memory: 64749, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0368, loss_semantic_seg: 0.2238, s0.loss_cls: 0.1889, s0.acc: 93.3301, s0.loss_bbox: 0.1129, s0.loss_mask: 0.2278, s1.loss_cls: 0.0899, s1.acc: 93.7005, s1.loss_bbox: 0.1130, s1.loss_mask: 0.1057, s2.loss_cls: 0.0452, s2.acc: 93.5416, s2.loss_bbox: 0.0690, s2.loss_mask: 0.0496, loss: 1.2960 2022-06-05 07:41:00,085 - mmdet - INFO - Epoch [4][3200/7330] lr: 1.000e-04, eta: 4 days, 1:09:56, time: 1.449, data_time: 0.019, memory: 64749, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0345, loss_semantic_seg: 0.2267, s0.loss_cls: 0.1969, s0.acc: 93.2043, s0.loss_bbox: 0.1147, s0.loss_mask: 0.2312, s1.loss_cls: 0.0931, s1.acc: 93.6362, s1.loss_bbox: 0.1149, s1.loss_mask: 0.1073, s2.loss_cls: 0.0455, s2.acc: 93.6531, s2.loss_bbox: 0.0680, s2.loss_mask: 0.0497, loss: 1.3131 2022-06-05 07:42:11,457 - mmdet - INFO - Epoch [4][3250/7330] lr: 1.000e-04, eta: 4 days, 1:08:25, time: 1.427, data_time: 0.015, memory: 64749, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0346, loss_semantic_seg: 0.2357, s0.loss_cls: 0.2000, s0.acc: 93.0735, s0.loss_bbox: 0.1177, s0.loss_mask: 0.2312, s1.loss_cls: 0.0944, s1.acc: 93.4379, s1.loss_bbox: 0.1184, s1.loss_mask: 0.1074, s2.loss_cls: 0.0470, s2.acc: 93.2613, s2.loss_bbox: 0.0704, s2.loss_mask: 0.0501, loss: 1.3379 2022-06-05 07:43:23,206 - mmdet - INFO - Epoch [4][3300/7330] lr: 1.000e-04, eta: 4 days, 1:06:57, time: 1.435, data_time: 0.016, memory: 64749, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0366, loss_semantic_seg: 0.2317, s0.loss_cls: 0.2013, s0.acc: 92.9915, s0.loss_bbox: 0.1117, s0.loss_mask: 0.2302, s1.loss_cls: 0.0941, s1.acc: 93.4177, s1.loss_bbox: 0.1113, s1.loss_mask: 0.1062, s2.loss_cls: 0.0468, s2.acc: 93.3217, s2.loss_bbox: 0.0659, s2.loss_mask: 0.0495, loss: 1.3178 2022-06-05 07:44:34,651 - mmdet - INFO - Epoch [4][3350/7330] lr: 1.000e-04, eta: 4 days, 1:05:26, time: 1.428, data_time: 0.012, memory: 64749, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0350, loss_semantic_seg: 0.2275, s0.loss_cls: 0.1919, s0.acc: 93.3420, s0.loss_bbox: 0.1075, s0.loss_mask: 0.2282, s1.loss_cls: 0.0906, s1.acc: 93.7516, s1.loss_bbox: 0.1085, s1.loss_mask: 0.1065, s2.loss_cls: 0.0449, s2.acc: 93.7705, s2.loss_bbox: 0.0663, s2.loss_mask: 0.0503, loss: 1.2882 2022-06-05 07:45:46,592 - mmdet - INFO - Epoch [4][3400/7330] lr: 1.000e-04, eta: 4 days, 1:04:01, time: 1.439, data_time: 0.018, memory: 64749, loss_rpn_cls: 0.0348, loss_rpn_bbox: 0.0354, loss_semantic_seg: 0.2374, s0.loss_cls: 0.1952, s0.acc: 93.3093, s0.loss_bbox: 0.1118, s0.loss_mask: 0.2347, s1.loss_cls: 0.0905, s1.acc: 93.7345, s1.loss_bbox: 0.1118, s1.loss_mask: 0.1086, s2.loss_cls: 0.0451, s2.acc: 93.6098, s2.loss_bbox: 0.0676, s2.loss_mask: 0.0508, loss: 1.3237 2022-06-05 07:46:58,522 - mmdet - INFO - Epoch [4][3450/7330] lr: 1.000e-04, eta: 4 days, 1:02:35, time: 1.439, data_time: 0.014, memory: 64749, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0349, loss_semantic_seg: 0.2248, s0.loss_cls: 0.1832, s0.acc: 93.5698, s0.loss_bbox: 0.1097, s0.loss_mask: 0.2260, s1.loss_cls: 0.0857, s1.acc: 94.0356, s1.loss_bbox: 0.1110, s1.loss_mask: 0.1059, s2.loss_cls: 0.0421, s2.acc: 93.9590, s2.loss_bbox: 0.0673, s2.loss_mask: 0.0496, loss: 1.2697 2022-06-05 07:48:11,186 - mmdet - INFO - Epoch [4][3500/7330] lr: 1.000e-04, eta: 4 days, 1:01:16, time: 1.453, data_time: 0.015, memory: 64749, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0345, loss_semantic_seg: 0.2405, s0.loss_cls: 0.1960, s0.acc: 93.2490, s0.loss_bbox: 0.1139, s0.loss_mask: 0.2277, s1.loss_cls: 0.0913, s1.acc: 93.7408, s1.loss_bbox: 0.1156, s1.loss_mask: 0.1055, s2.loss_cls: 0.0459, s2.acc: 93.6243, s2.loss_bbox: 0.0693, s2.loss_mask: 0.0492, loss: 1.3200 2022-06-05 07:49:23,690 - mmdet - INFO - Epoch [4][3550/7330] lr: 1.000e-04, eta: 4 days, 0:59:56, time: 1.450, data_time: 0.019, memory: 64749, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0337, loss_semantic_seg: 0.2341, s0.loss_cls: 0.1947, s0.acc: 93.2410, s0.loss_bbox: 0.1089, s0.loss_mask: 0.2294, s1.loss_cls: 0.0916, s1.acc: 93.6385, s1.loss_bbox: 0.1093, s1.loss_mask: 0.1076, s2.loss_cls: 0.0458, s2.acc: 93.5737, s2.loss_bbox: 0.0665, s2.loss_mask: 0.0508, loss: 1.3047 2022-06-05 07:50:35,999 - mmdet - INFO - Epoch [4][3600/7330] lr: 1.000e-04, eta: 4 days, 0:58:34, time: 1.446, data_time: 0.015, memory: 64749, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0376, loss_semantic_seg: 0.2267, s0.loss_cls: 0.2018, s0.acc: 92.9653, s0.loss_bbox: 0.1173, s0.loss_mask: 0.2300, s1.loss_cls: 0.0947, s1.acc: 93.5106, s1.loss_bbox: 0.1151, s1.loss_mask: 0.1062, s2.loss_cls: 0.0466, s2.acc: 93.4298, s2.loss_bbox: 0.0675, s2.loss_mask: 0.0494, loss: 1.3245 2022-06-05 07:51:47,941 - mmdet - INFO - Epoch [4][3650/7330] lr: 1.000e-04, eta: 4 days, 0:57:08, time: 1.439, data_time: 0.018, memory: 64749, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0335, loss_semantic_seg: 0.2313, s0.loss_cls: 0.1918, s0.acc: 93.2317, s0.loss_bbox: 0.1135, s0.loss_mask: 0.2311, s1.loss_cls: 0.0912, s1.acc: 93.5890, s1.loss_bbox: 0.1148, s1.loss_mask: 0.1076, s2.loss_cls: 0.0449, s2.acc: 93.5051, s2.loss_bbox: 0.0691, s2.loss_mask: 0.0503, loss: 1.3098 2022-06-05 07:52:59,409 - mmdet - INFO - Epoch [4][3700/7330] lr: 1.000e-04, eta: 4 days, 0:55:39, time: 1.430, data_time: 0.017, memory: 64749, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0367, loss_semantic_seg: 0.2136, s0.loss_cls: 0.1924, s0.acc: 93.2290, s0.loss_bbox: 0.1138, s0.loss_mask: 0.2313, s1.loss_cls: 0.0893, s1.acc: 93.7975, s1.loss_bbox: 0.1171, s1.loss_mask: 0.1086, s2.loss_cls: 0.0444, s2.acc: 93.6662, s2.loss_bbox: 0.0697, s2.loss_mask: 0.0509, loss: 1.2986 2022-06-05 07:54:08,937 - mmdet - INFO - Epoch [4][3750/7330] lr: 1.000e-04, eta: 4 days, 0:53:51, time: 1.391, data_time: 0.016, memory: 64749, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0346, loss_semantic_seg: 0.2361, s0.loss_cls: 0.1876, s0.acc: 93.4751, s0.loss_bbox: 0.1095, s0.loss_mask: 0.2318, s1.loss_cls: 0.0877, s1.acc: 93.8813, s1.loss_bbox: 0.1107, s1.loss_mask: 0.1076, s2.loss_cls: 0.0439, s2.acc: 93.7045, s2.loss_bbox: 0.0668, s2.loss_mask: 0.0505, loss: 1.2975 2022-06-05 07:55:19,294 - mmdet - INFO - Epoch [4][3800/7330] lr: 1.000e-04, eta: 4 days, 0:52:11, time: 1.407, data_time: 0.012, memory: 64749, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0307, loss_semantic_seg: 0.2271, s0.loss_cls: 0.1864, s0.acc: 93.6106, s0.loss_bbox: 0.1066, s0.loss_mask: 0.2271, s1.loss_cls: 0.0858, s1.acc: 94.0849, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1056, s2.loss_cls: 0.0426, s2.acc: 94.0527, s2.loss_bbox: 0.0647, s2.loss_mask: 0.0490, loss: 1.2617 2022-06-05 07:56:31,351 - mmdet - INFO - Epoch [4][3850/7330] lr: 1.000e-04, eta: 4 days, 0:50:47, time: 1.441, data_time: 0.014, memory: 64749, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0372, loss_semantic_seg: 0.2375, s0.loss_cls: 0.2006, s0.acc: 93.0342, s0.loss_bbox: 0.1187, s0.loss_mask: 0.2336, s1.loss_cls: 0.0930, s1.acc: 93.5193, s1.loss_bbox: 0.1174, s1.loss_mask: 0.1073, s2.loss_cls: 0.0459, s2.acc: 93.4940, s2.loss_bbox: 0.0693, s2.loss_mask: 0.0496, loss: 1.3443 2022-06-05 07:57:42,984 - mmdet - INFO - Epoch [4][3900/7330] lr: 1.000e-04, eta: 4 days, 0:49:19, time: 1.432, data_time: 0.021, memory: 64749, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0365, loss_semantic_seg: 0.2352, s0.loss_cls: 0.1994, s0.acc: 93.1479, s0.loss_bbox: 0.1113, s0.loss_mask: 0.2279, s1.loss_cls: 0.0930, s1.acc: 93.5463, s1.loss_bbox: 0.1131, s1.loss_mask: 0.1059, s2.loss_cls: 0.0455, s2.acc: 93.5538, s2.loss_bbox: 0.0680, s2.loss_mask: 0.0495, loss: 1.3182 2022-06-05 07:58:54,306 - mmdet - INFO - Epoch [4][3950/7330] lr: 1.000e-04, eta: 4 days, 0:47:48, time: 1.427, data_time: 0.015, memory: 64749, loss_rpn_cls: 0.0344, loss_rpn_bbox: 0.0366, loss_semantic_seg: 0.2345, s0.loss_cls: 0.1858, s0.acc: 93.4746, s0.loss_bbox: 0.1117, s0.loss_mask: 0.2239, s1.loss_cls: 0.0873, s1.acc: 93.8349, s1.loss_bbox: 0.1134, s1.loss_mask: 0.1043, s2.loss_cls: 0.0431, s2.acc: 93.7879, s2.loss_bbox: 0.0673, s2.loss_mask: 0.0489, loss: 1.2914 2022-06-05 08:00:04,909 - mmdet - INFO - Epoch [4][4000/7330] lr: 1.000e-04, eta: 4 days, 0:46:11, time: 1.412, data_time: 0.015, memory: 64749, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0337, loss_semantic_seg: 0.2258, s0.loss_cls: 0.1945, s0.acc: 93.3875, s0.loss_bbox: 0.1128, s0.loss_mask: 0.2308, s1.loss_cls: 0.0911, s1.acc: 93.8118, s1.loss_bbox: 0.1128, s1.loss_mask: 0.1072, s2.loss_cls: 0.0457, s2.acc: 93.6076, s2.loss_bbox: 0.0675, s2.loss_mask: 0.0501, loss: 1.3027 2022-06-05 08:01:16,010 - mmdet - INFO - Epoch [4][4050/7330] lr: 1.000e-04, eta: 4 days, 0:44:38, time: 1.422, data_time: 0.017, memory: 64749, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0359, loss_semantic_seg: 0.2300, s0.loss_cls: 0.1913, s0.acc: 93.3066, s0.loss_bbox: 0.1155, s0.loss_mask: 0.2288, s1.loss_cls: 0.0901, s1.acc: 93.6893, s1.loss_bbox: 0.1166, s1.loss_mask: 0.1062, s2.loss_cls: 0.0443, s2.acc: 93.6321, s2.loss_bbox: 0.0686, s2.loss_mask: 0.0499, loss: 1.3100 2022-06-05 08:02:27,047 - mmdet - INFO - Epoch [4][4100/7330] lr: 1.000e-04, eta: 4 days, 0:43:05, time: 1.421, data_time: 0.014, memory: 64749, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0343, loss_semantic_seg: 0.2207, s0.loss_cls: 0.1805, s0.acc: 93.6511, s0.loss_bbox: 0.1115, s0.loss_mask: 0.2283, s1.loss_cls: 0.0845, s1.acc: 94.0546, s1.loss_bbox: 0.1110, s1.loss_mask: 0.1062, s2.loss_cls: 0.0417, s2.acc: 93.9119, s2.loss_bbox: 0.0650, s2.loss_mask: 0.0495, loss: 1.2640 2022-06-05 08:03:38,129 - mmdet - INFO - Epoch [4][4150/7330] lr: 1.000e-04, eta: 4 days, 0:41:33, time: 1.422, data_time: 0.015, memory: 64749, loss_rpn_cls: 0.0342, loss_rpn_bbox: 0.0368, loss_semantic_seg: 0.2203, s0.loss_cls: 0.1871, s0.acc: 93.4075, s0.loss_bbox: 0.1114, s0.loss_mask: 0.2322, s1.loss_cls: 0.0877, s1.acc: 93.8391, s1.loss_bbox: 0.1087, s1.loss_mask: 0.1086, s2.loss_cls: 0.0438, s2.acc: 93.6284, s2.loss_bbox: 0.0653, s2.loss_mask: 0.0507, loss: 1.2868 2022-06-05 08:04:48,602 - mmdet - INFO - Epoch [4][4200/7330] lr: 1.000e-04, eta: 4 days, 0:39:55, time: 1.409, data_time: 0.014, memory: 64749, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0336, loss_semantic_seg: 0.2270, s0.loss_cls: 0.1822, s0.acc: 93.6782, s0.loss_bbox: 0.1047, s0.loss_mask: 0.2351, s1.loss_cls: 0.0845, s1.acc: 94.1656, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1110, s2.loss_cls: 0.0416, s2.acc: 94.0679, s2.loss_bbox: 0.0656, s2.loss_mask: 0.0526, loss: 1.2743 2022-06-05 08:05:59,585 - mmdet - INFO - Epoch [4][4250/7330] lr: 1.000e-04, eta: 4 days, 0:38:21, time: 1.420, data_time: 0.015, memory: 64749, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0351, loss_semantic_seg: 0.2247, s0.loss_cls: 0.1928, s0.acc: 93.3499, s0.loss_bbox: 0.1106, s0.loss_mask: 0.2308, s1.loss_cls: 0.0904, s1.acc: 93.7461, s1.loss_bbox: 0.1123, s1.loss_mask: 0.1073, s2.loss_cls: 0.0454, s2.acc: 93.4934, s2.loss_bbox: 0.0651, s2.loss_mask: 0.0494, loss: 1.2959 2022-06-05 08:07:11,342 - mmdet - INFO - Epoch [4][4300/7330] lr: 1.000e-04, eta: 4 days, 0:36:55, time: 1.435, data_time: 0.014, memory: 64749, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0317, loss_semantic_seg: 0.2280, s0.loss_cls: 0.1894, s0.acc: 93.5464, s0.loss_bbox: 0.1075, s0.loss_mask: 0.2257, s1.loss_cls: 0.0889, s1.acc: 93.9875, s1.loss_bbox: 0.1101, s1.loss_mask: 0.1044, s2.loss_cls: 0.0444, s2.acc: 93.7555, s2.loss_bbox: 0.0679, s2.loss_mask: 0.0490, loss: 1.2769 2022-06-05 08:08:22,244 - mmdet - INFO - Epoch [4][4350/7330] lr: 1.000e-04, eta: 4 days, 0:35:21, time: 1.418, data_time: 0.015, memory: 64749, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0355, loss_semantic_seg: 0.2313, s0.loss_cls: 0.1941, s0.acc: 93.2019, s0.loss_bbox: 0.1162, s0.loss_mask: 0.2301, s1.loss_cls: 0.0909, s1.acc: 93.6206, s1.loss_bbox: 0.1152, s1.loss_mask: 0.1061, s2.loss_cls: 0.0451, s2.acc: 93.5274, s2.loss_bbox: 0.0685, s2.loss_mask: 0.0491, loss: 1.3137 2022-06-05 08:09:33,007 - mmdet - INFO - Epoch [4][4400/7330] lr: 1.000e-04, eta: 4 days, 0:33:46, time: 1.414, data_time: 0.016, memory: 64749, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0371, loss_semantic_seg: 0.2226, s0.loss_cls: 0.1977, s0.acc: 93.1326, s0.loss_bbox: 0.1154, s0.loss_mask: 0.2315, s1.loss_cls: 0.0909, s1.acc: 93.6861, s1.loss_bbox: 0.1171, s1.loss_mask: 0.1071, s2.loss_cls: 0.0455, s2.acc: 93.6061, s2.loss_bbox: 0.0690, s2.loss_mask: 0.0504, loss: 1.3172 2022-06-05 08:10:44,348 - mmdet - INFO - Epoch [4][4450/7330] lr: 1.000e-04, eta: 4 days, 0:32:16, time: 1.428, data_time: 0.013, memory: 64749, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0345, loss_semantic_seg: 0.2238, s0.loss_cls: 0.1837, s0.acc: 93.5442, s0.loss_bbox: 0.1091, s0.loss_mask: 0.2352, s1.loss_cls: 0.0877, s1.acc: 93.8306, s1.loss_bbox: 0.1096, s1.loss_mask: 0.1080, s2.loss_cls: 0.0433, s2.acc: 93.7606, s2.loss_bbox: 0.0646, s2.loss_mask: 0.0501, loss: 1.2798 2022-06-05 08:11:55,113 - mmdet - INFO - Epoch [4][4500/7330] lr: 1.000e-04, eta: 4 days, 0:30:41, time: 1.415, data_time: 0.018, memory: 64749, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0347, loss_semantic_seg: 0.2172, s0.loss_cls: 0.1836, s0.acc: 93.6016, s0.loss_bbox: 0.1072, s0.loss_mask: 0.2258, s1.loss_cls: 0.0856, s1.acc: 94.1009, s1.loss_bbox: 0.1097, s1.loss_mask: 0.1046, s2.loss_cls: 0.0424, s2.acc: 93.9884, s2.loss_bbox: 0.0658, s2.loss_mask: 0.0490, loss: 1.2540 2022-06-05 08:13:06,024 - mmdet - INFO - Epoch [4][4550/7330] lr: 1.000e-04, eta: 4 days, 0:29:08, time: 1.418, data_time: 0.015, memory: 64749, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0356, loss_semantic_seg: 0.2187, s0.loss_cls: 0.1752, s0.acc: 93.7483, s0.loss_bbox: 0.1053, s0.loss_mask: 0.2240, s1.loss_cls: 0.0816, s1.acc: 94.2249, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1042, s2.loss_cls: 0.0407, s2.acc: 94.1426, s2.loss_bbox: 0.0646, s2.loss_mask: 0.0487, loss: 1.2350 2022-06-05 08:14:17,259 - mmdet - INFO - Epoch [4][4600/7330] lr: 1.000e-04, eta: 4 days, 0:27:38, time: 1.425, data_time: 0.015, memory: 64749, loss_rpn_cls: 0.0361, loss_rpn_bbox: 0.0386, loss_semantic_seg: 0.2217, s0.loss_cls: 0.1992, s0.acc: 92.9285, s0.loss_bbox: 0.1192, s0.loss_mask: 0.2295, s1.loss_cls: 0.0939, s1.acc: 93.3286, s1.loss_bbox: 0.1190, s1.loss_mask: 0.1075, s2.loss_cls: 0.0466, s2.acc: 93.3058, s2.loss_bbox: 0.0685, s2.loss_mask: 0.0504, loss: 1.3301 2022-06-05 08:15:27,913 - mmdet - INFO - Epoch [4][4650/7330] lr: 1.000e-04, eta: 4 days, 0:26:02, time: 1.413, data_time: 0.015, memory: 64749, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0329, loss_semantic_seg: 0.2180, s0.loss_cls: 0.1863, s0.acc: 93.4431, s0.loss_bbox: 0.1092, s0.loss_mask: 0.2322, s1.loss_cls: 0.0876, s1.acc: 93.8905, s1.loss_bbox: 0.1099, s1.loss_mask: 0.1076, s2.loss_cls: 0.0432, s2.acc: 93.7242, s2.loss_bbox: 0.0666, s2.loss_mask: 0.0506, loss: 1.2767 2022-06-05 08:16:37,770 - mmdet - INFO - Epoch [4][4700/7330] lr: 1.000e-04, eta: 4 days, 0:24:19, time: 1.397, data_time: 0.017, memory: 64749, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0347, loss_semantic_seg: 0.2196, s0.loss_cls: 0.1887, s0.acc: 93.4592, s0.loss_bbox: 0.1108, s0.loss_mask: 0.2231, s1.loss_cls: 0.0871, s1.acc: 94.0038, s1.loss_bbox: 0.1116, s1.loss_mask: 0.1041, s2.loss_cls: 0.0428, s2.acc: 93.9139, s2.loss_bbox: 0.0676, s2.loss_mask: 0.0487, loss: 1.2687 2022-06-05 08:17:48,547 - mmdet - INFO - Epoch [4][4750/7330] lr: 1.000e-04, eta: 4 days, 0:22:45, time: 1.415, data_time: 0.016, memory: 64749, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0334, loss_semantic_seg: 0.2210, s0.loss_cls: 0.1888, s0.acc: 93.4163, s0.loss_bbox: 0.1141, s0.loss_mask: 0.2330, s1.loss_cls: 0.0882, s1.acc: 93.8528, s1.loss_bbox: 0.1162, s1.loss_mask: 0.1088, s2.loss_cls: 0.0443, s2.acc: 93.7693, s2.loss_bbox: 0.0680, s2.loss_mask: 0.0506, loss: 1.2949 2022-06-05 08:18:59,380 - mmdet - INFO - Epoch [4][4800/7330] lr: 1.000e-04, eta: 4 days, 0:21:11, time: 1.417, data_time: 0.021, memory: 64749, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0354, loss_semantic_seg: 0.2183, s0.loss_cls: 0.1795, s0.acc: 93.7129, s0.loss_bbox: 0.1073, s0.loss_mask: 0.2213, s1.loss_cls: 0.0821, s1.acc: 94.1798, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1031, s2.loss_cls: 0.0404, s2.acc: 94.1490, s2.loss_bbox: 0.0641, s2.loss_mask: 0.0482, loss: 1.2393 2022-06-05 08:20:10,571 - mmdet - INFO - Epoch [4][4850/7330] lr: 1.000e-04, eta: 4 days, 0:19:41, time: 1.424, data_time: 0.016, memory: 64749, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0332, loss_semantic_seg: 0.2236, s0.loss_cls: 0.1929, s0.acc: 93.4717, s0.loss_bbox: 0.1092, s0.loss_mask: 0.2313, s1.loss_cls: 0.0878, s1.acc: 93.9834, s1.loss_bbox: 0.1103, s1.loss_mask: 0.1081, s2.loss_cls: 0.0440, s2.acc: 93.9057, s2.loss_bbox: 0.0655, s2.loss_mask: 0.0510, loss: 1.2878 2022-06-05 08:21:21,497 - mmdet - INFO - Epoch [4][4900/7330] lr: 1.000e-04, eta: 4 days, 0:18:08, time: 1.418, data_time: 0.018, memory: 64749, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0337, loss_semantic_seg: 0.2254, s0.loss_cls: 0.1839, s0.acc: 93.5161, s0.loss_bbox: 0.1076, s0.loss_mask: 0.2264, s1.loss_cls: 0.0865, s1.acc: 94.0013, s1.loss_bbox: 0.1099, s1.loss_mask: 0.1059, s2.loss_cls: 0.0434, s2.acc: 93.9210, s2.loss_bbox: 0.0663, s2.loss_mask: 0.0493, loss: 1.2694 2022-06-05 08:22:33,303 - mmdet - INFO - Epoch [4][4950/7330] lr: 1.000e-04, eta: 4 days, 0:16:43, time: 1.436, data_time: 0.015, memory: 64749, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0361, loss_semantic_seg: 0.2218, s0.loss_cls: 0.1818, s0.acc: 93.6089, s0.loss_bbox: 0.1087, s0.loss_mask: 0.2312, s1.loss_cls: 0.0847, s1.acc: 94.0543, s1.loss_bbox: 0.1093, s1.loss_mask: 0.1087, s2.loss_cls: 0.0424, s2.acc: 93.9568, s2.loss_bbox: 0.0648, s2.loss_mask: 0.0504, loss: 1.2713 2022-06-05 08:23:43,577 - mmdet - INFO - Epoch [4][5000/7330] lr: 1.000e-04, eta: 4 days, 0:15:05, time: 1.405, data_time: 0.017, memory: 64749, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0322, loss_semantic_seg: 0.2251, s0.loss_cls: 0.1924, s0.acc: 93.3704, s0.loss_bbox: 0.1098, s0.loss_mask: 0.2296, s1.loss_cls: 0.0891, s1.acc: 93.9503, s1.loss_bbox: 0.1107, s1.loss_mask: 0.1069, s2.loss_cls: 0.0440, s2.acc: 93.7946, s2.loss_bbox: 0.0669, s2.loss_mask: 0.0497, loss: 1.2841 2022-06-05 08:24:54,840 - mmdet - INFO - Epoch [4][5050/7330] lr: 1.000e-04, eta: 4 days, 0:13:35, time: 1.424, data_time: 0.018, memory: 64749, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0339, loss_semantic_seg: 0.2238, s0.loss_cls: 0.1918, s0.acc: 93.3679, s0.loss_bbox: 0.1093, s0.loss_mask: 0.2274, s1.loss_cls: 0.0884, s1.acc: 93.9259, s1.loss_bbox: 0.1115, s1.loss_mask: 0.1054, s2.loss_cls: 0.0437, s2.acc: 93.8270, s2.loss_bbox: 0.0670, s2.loss_mask: 0.0492, loss: 1.2815 2022-06-05 08:26:06,785 - mmdet - INFO - Epoch [4][5100/7330] lr: 1.000e-04, eta: 4 days, 0:12:12, time: 1.440, data_time: 0.021, memory: 64749, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0356, loss_semantic_seg: 0.2127, s0.loss_cls: 0.2028, s0.acc: 92.9458, s0.loss_bbox: 0.1192, s0.loss_mask: 0.2276, s1.loss_cls: 0.0954, s1.acc: 93.3329, s1.loss_bbox: 0.1207, s1.loss_mask: 0.1059, s2.loss_cls: 0.0474, s2.acc: 93.2067, s2.loss_bbox: 0.0719, s2.loss_mask: 0.0494, loss: 1.3199 2022-06-05 08:27:17,799 - mmdet - INFO - Epoch [4][5150/7330] lr: 1.000e-04, eta: 4 days, 0:10:40, time: 1.420, data_time: 0.014, memory: 64749, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0346, loss_semantic_seg: 0.2382, s0.loss_cls: 0.2042, s0.acc: 92.9199, s0.loss_bbox: 0.1179, s0.loss_mask: 0.2315, s1.loss_cls: 0.0946, s1.acc: 93.4865, s1.loss_bbox: 0.1166, s1.loss_mask: 0.1076, s2.loss_cls: 0.0464, s2.acc: 93.3556, s2.loss_bbox: 0.0673, s2.loss_mask: 0.0499, loss: 1.3412 2022-06-05 08:28:28,646 - mmdet - INFO - Epoch [4][5200/7330] lr: 1.000e-04, eta: 4 days, 0:09:07, time: 1.416, data_time: 0.014, memory: 64749, loss_rpn_cls: 0.0355, loss_rpn_bbox: 0.0340, loss_semantic_seg: 0.2216, s0.loss_cls: 0.1950, s0.acc: 93.2656, s0.loss_bbox: 0.1138, s0.loss_mask: 0.2248, s1.loss_cls: 0.0915, s1.acc: 93.6620, s1.loss_bbox: 0.1161, s1.loss_mask: 0.1043, s2.loss_cls: 0.0450, s2.acc: 93.5458, s2.loss_bbox: 0.0687, s2.loss_mask: 0.0485, loss: 1.2988 2022-06-05 08:29:39,784 - mmdet - INFO - Epoch [4][5250/7330] lr: 1.000e-04, eta: 4 days, 0:07:37, time: 1.423, data_time: 0.015, memory: 64749, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0339, loss_semantic_seg: 0.2352, s0.loss_cls: 0.1931, s0.acc: 93.2671, s0.loss_bbox: 0.1130, s0.loss_mask: 0.2327, s1.loss_cls: 0.0902, s1.acc: 93.6619, s1.loss_bbox: 0.1127, s1.loss_mask: 0.1077, s2.loss_cls: 0.0448, s2.acc: 93.6221, s2.loss_bbox: 0.0675, s2.loss_mask: 0.0502, loss: 1.3101 2022-06-05 08:30:51,946 - mmdet - INFO - Epoch [4][5300/7330] lr: 1.000e-04, eta: 4 days, 0:06:15, time: 1.444, data_time: 0.017, memory: 64749, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0343, loss_semantic_seg: 0.2258, s0.loss_cls: 0.2007, s0.acc: 93.0447, s0.loss_bbox: 0.1117, s0.loss_mask: 0.2239, s1.loss_cls: 0.0948, s1.acc: 93.4701, s1.loss_bbox: 0.1140, s1.loss_mask: 0.1046, s2.loss_cls: 0.0470, s2.acc: 93.4274, s2.loss_bbox: 0.0677, s2.loss_mask: 0.0490, loss: 1.3038 2022-06-05 08:32:03,636 - mmdet - INFO - Epoch [4][5350/7330] lr: 1.000e-04, eta: 4 days, 0:04:50, time: 1.433, data_time: 0.014, memory: 64749, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0377, loss_semantic_seg: 0.2249, s0.loss_cls: 0.1963, s0.acc: 93.0881, s0.loss_bbox: 0.1174, s0.loss_mask: 0.2353, s1.loss_cls: 0.0921, s1.acc: 93.4802, s1.loss_bbox: 0.1195, s1.loss_mask: 0.1102, s2.loss_cls: 0.0466, s2.acc: 93.1827, s2.loss_bbox: 0.0709, s2.loss_mask: 0.0515, loss: 1.3353 2022-06-05 08:33:15,011 - mmdet - INFO - Epoch [4][5400/7330] lr: 1.000e-04, eta: 4 days, 0:03:22, time: 1.428, data_time: 0.015, memory: 64749, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0357, loss_semantic_seg: 0.2223, s0.loss_cls: 0.1983, s0.acc: 93.1572, s0.loss_bbox: 0.1113, s0.loss_mask: 0.2237, s1.loss_cls: 0.0923, s1.acc: 93.5691, s1.loss_bbox: 0.1108, s1.loss_mask: 0.1040, s2.loss_cls: 0.0460, s2.acc: 93.5656, s2.loss_bbox: 0.0672, s2.loss_mask: 0.0485, loss: 1.2914 2022-06-05 08:34:26,243 - mmdet - INFO - Epoch [4][5450/7330] lr: 1.000e-04, eta: 4 days, 0:01:53, time: 1.425, data_time: 0.012, memory: 64749, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0340, loss_semantic_seg: 0.2258, s0.loss_cls: 0.1909, s0.acc: 93.3979, s0.loss_bbox: 0.1074, s0.loss_mask: 0.2278, s1.loss_cls: 0.0883, s1.acc: 93.8199, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1067, s2.loss_cls: 0.0436, s2.acc: 93.8403, s2.loss_bbox: 0.0649, s2.loss_mask: 0.0503, loss: 1.2777 2022-06-05 08:35:36,528 - mmdet - INFO - Epoch [4][5500/7330] lr: 1.000e-04, eta: 4 days, 0:00:15, time: 1.406, data_time: 0.017, memory: 64749, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0335, loss_semantic_seg: 0.2228, s0.loss_cls: 0.1851, s0.acc: 93.4512, s0.loss_bbox: 0.1069, s0.loss_mask: 0.2236, s1.loss_cls: 0.0884, s1.acc: 93.8065, s1.loss_bbox: 0.1090, s1.loss_mask: 0.1045, s2.loss_cls: 0.0437, s2.acc: 93.6701, s2.loss_bbox: 0.0655, s2.loss_mask: 0.0495, loss: 1.2638 2022-06-05 08:36:47,453 - mmdet - INFO - Epoch [4][5550/7330] lr: 1.000e-04, eta: 3 days, 23:58:43, time: 1.419, data_time: 0.013, memory: 64749, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0350, loss_semantic_seg: 0.2254, s0.loss_cls: 0.1879, s0.acc: 93.4871, s0.loss_bbox: 0.1084, s0.loss_mask: 0.2251, s1.loss_cls: 0.0875, s1.acc: 93.8834, s1.loss_bbox: 0.1089, s1.loss_mask: 0.1041, s2.loss_cls: 0.0437, s2.acc: 93.7417, s2.loss_bbox: 0.0656, s2.loss_mask: 0.0489, loss: 1.2730 2022-06-05 08:37:59,198 - mmdet - INFO - Epoch [4][5600/7330] lr: 1.000e-04, eta: 3 days, 23:57:19, time: 1.435, data_time: 0.016, memory: 64749, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0355, loss_semantic_seg: 0.2180, s0.loss_cls: 0.1947, s0.acc: 93.1748, s0.loss_bbox: 0.1161, s0.loss_mask: 0.2308, s1.loss_cls: 0.0917, s1.acc: 93.5583, s1.loss_bbox: 0.1165, s1.loss_mask: 0.1081, s2.loss_cls: 0.0457, s2.acc: 93.4276, s2.loss_bbox: 0.0693, s2.loss_mask: 0.0507, loss: 1.3097 2022-06-05 08:39:10,712 - mmdet - INFO - Epoch [4][5650/7330] lr: 1.000e-04, eta: 3 days, 23:55:52, time: 1.430, data_time: 0.014, memory: 64749, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0356, loss_semantic_seg: 0.2263, s0.loss_cls: 0.1860, s0.acc: 93.4646, s0.loss_bbox: 0.1088, s0.loss_mask: 0.2355, s1.loss_cls: 0.0869, s1.acc: 93.9577, s1.loss_bbox: 0.1085, s1.loss_mask: 0.1083, s2.loss_cls: 0.0434, s2.acc: 93.7885, s2.loss_bbox: 0.0649, s2.loss_mask: 0.0504, loss: 1.2876 2022-06-05 08:40:22,892 - mmdet - INFO - Epoch [4][5700/7330] lr: 1.000e-04, eta: 3 days, 23:54:31, time: 1.443, data_time: 0.015, memory: 64749, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0363, loss_semantic_seg: 0.2199, s0.loss_cls: 0.1944, s0.acc: 93.2537, s0.loss_bbox: 0.1141, s0.loss_mask: 0.2310, s1.loss_cls: 0.0934, s1.acc: 93.5299, s1.loss_bbox: 0.1173, s1.loss_mask: 0.1084, s2.loss_cls: 0.0461, s2.acc: 93.3356, s2.loss_bbox: 0.0689, s2.loss_mask: 0.0508, loss: 1.3121 2022-06-05 08:41:35,452 - mmdet - INFO - Epoch [4][5750/7330] lr: 1.000e-04, eta: 3 days, 23:53:14, time: 1.451, data_time: 0.014, memory: 64749, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0361, loss_semantic_seg: 0.2305, s0.loss_cls: 0.2063, s0.acc: 92.7783, s0.loss_bbox: 0.1191, s0.loss_mask: 0.2350, s1.loss_cls: 0.0961, s1.acc: 93.2569, s1.loss_bbox: 0.1208, s1.loss_mask: 0.1089, s2.loss_cls: 0.0481, s2.acc: 93.1358, s2.loss_bbox: 0.0723, s2.loss_mask: 0.0510, loss: 1.3572 2022-06-05 08:42:46,909 - mmdet - INFO - Epoch [4][5800/7330] lr: 1.000e-04, eta: 3 days, 23:51:46, time: 1.429, data_time: 0.012, memory: 64749, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0338, loss_semantic_seg: 0.2269, s0.loss_cls: 0.1947, s0.acc: 93.3572, s0.loss_bbox: 0.1123, s0.loss_mask: 0.2339, s1.loss_cls: 0.0912, s1.acc: 93.8088, s1.loss_bbox: 0.1126, s1.loss_mask: 0.1078, s2.loss_cls: 0.0457, s2.acc: 93.5265, s2.loss_bbox: 0.0663, s2.loss_mask: 0.0506, loss: 1.3068 2022-06-05 08:43:57,309 - mmdet - INFO - Epoch [4][5850/7330] lr: 1.000e-04, eta: 3 days, 23:50:11, time: 1.408, data_time: 0.015, memory: 64749, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0344, loss_semantic_seg: 0.2320, s0.loss_cls: 0.1935, s0.acc: 93.1592, s0.loss_bbox: 0.1123, s0.loss_mask: 0.2326, s1.loss_cls: 0.0909, s1.acc: 93.5861, s1.loss_bbox: 0.1150, s1.loss_mask: 0.1082, s2.loss_cls: 0.0451, s2.acc: 93.6084, s2.loss_bbox: 0.0679, s2.loss_mask: 0.0504, loss: 1.3137 2022-06-05 08:45:10,048 - mmdet - INFO - Epoch [4][5900/7330] lr: 1.000e-04, eta: 3 days, 23:48:55, time: 1.455, data_time: 0.018, memory: 64749, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0355, loss_semantic_seg: 0.2259, s0.loss_cls: 0.1864, s0.acc: 93.5081, s0.loss_bbox: 0.1097, s0.loss_mask: 0.2247, s1.loss_cls: 0.0863, s1.acc: 93.9726, s1.loss_bbox: 0.1127, s1.loss_mask: 0.1048, s2.loss_cls: 0.0426, s2.acc: 93.8692, s2.loss_bbox: 0.0693, s2.loss_mask: 0.0490, loss: 1.2768 2022-06-05 08:46:21,042 - mmdet - INFO - Epoch [4][5950/7330] lr: 1.000e-04, eta: 3 days, 23:47:24, time: 1.420, data_time: 0.013, memory: 64749, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0334, loss_semantic_seg: 0.2204, s0.loss_cls: 0.1767, s0.acc: 93.7178, s0.loss_bbox: 0.1039, s0.loss_mask: 0.2244, s1.loss_cls: 0.0821, s1.acc: 94.1735, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1045, s2.loss_cls: 0.0411, s2.acc: 94.0189, s2.loss_bbox: 0.0622, s2.loss_mask: 0.0491, loss: 1.2320 2022-06-05 08:47:32,303 - mmdet - INFO - Epoch [4][6000/7330] lr: 1.000e-04, eta: 3 days, 23:45:56, time: 1.425, data_time: 0.015, memory: 64749, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0353, loss_semantic_seg: 0.2213, s0.loss_cls: 0.1925, s0.acc: 93.3311, s0.loss_bbox: 0.1114, s0.loss_mask: 0.2278, s1.loss_cls: 0.0882, s1.acc: 93.8814, s1.loss_bbox: 0.1142, s1.loss_mask: 0.1069, s2.loss_cls: 0.0438, s2.acc: 93.8276, s2.loss_bbox: 0.0677, s2.loss_mask: 0.0500, loss: 1.2904 2022-06-05 08:48:43,589 - mmdet - INFO - Epoch [4][6050/7330] lr: 1.000e-04, eta: 3 days, 23:44:27, time: 1.424, data_time: 0.017, memory: 64749, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0360, loss_semantic_seg: 0.2310, s0.loss_cls: 0.1985, s0.acc: 93.1426, s0.loss_bbox: 0.1165, s0.loss_mask: 0.2286, s1.loss_cls: 0.0923, s1.acc: 93.6013, s1.loss_bbox: 0.1161, s1.loss_mask: 0.1064, s2.loss_cls: 0.0457, s2.acc: 93.4938, s2.loss_bbox: 0.0698, s2.loss_mask: 0.0501, loss: 1.3219 2022-06-05 08:49:55,593 - mmdet - INFO - Epoch [4][6100/7330] lr: 1.000e-04, eta: 3 days, 23:43:05, time: 1.442, data_time: 0.018, memory: 64749, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0374, loss_semantic_seg: 0.2256, s0.loss_cls: 0.1961, s0.acc: 93.1328, s0.loss_bbox: 0.1163, s0.loss_mask: 0.2313, s1.loss_cls: 0.0926, s1.acc: 93.4814, s1.loss_bbox: 0.1175, s1.loss_mask: 0.1076, s2.loss_cls: 0.0465, s2.acc: 93.3717, s2.loss_bbox: 0.0702, s2.loss_mask: 0.0501, loss: 1.3231 2022-06-05 08:51:07,288 - mmdet - INFO - Epoch [4][6150/7330] lr: 1.000e-04, eta: 3 days, 23:41:41, time: 1.434, data_time: 0.014, memory: 64749, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0359, loss_semantic_seg: 0.2249, s0.loss_cls: 0.1841, s0.acc: 93.5801, s0.loss_bbox: 0.1109, s0.loss_mask: 0.2256, s1.loss_cls: 0.0857, s1.acc: 94.0458, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1044, s2.loss_cls: 0.0421, s2.acc: 94.0143, s2.loss_bbox: 0.0652, s2.loss_mask: 0.0489, loss: 1.2678 2022-06-05 08:52:18,778 - mmdet - INFO - Epoch [4][6200/7330] lr: 1.000e-04, eta: 3 days, 23:40:14, time: 1.428, data_time: 0.014, memory: 64749, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0319, loss_semantic_seg: 0.2284, s0.loss_cls: 0.1839, s0.acc: 93.5862, s0.loss_bbox: 0.1086, s0.loss_mask: 0.2290, s1.loss_cls: 0.0851, s1.acc: 94.0984, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1059, s2.loss_cls: 0.0418, s2.acc: 94.1478, s2.loss_bbox: 0.0641, s2.loss_mask: 0.0495, loss: 1.2658 2022-06-05 08:53:30,995 - mmdet - INFO - Epoch [4][6250/7330] lr: 1.000e-04, eta: 3 days, 23:38:54, time: 1.446, data_time: 0.017, memory: 64749, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0341, loss_semantic_seg: 0.2294, s0.loss_cls: 0.1897, s0.acc: 93.3752, s0.loss_bbox: 0.1078, s0.loss_mask: 0.2288, s1.loss_cls: 0.0888, s1.acc: 93.7317, s1.loss_bbox: 0.1096, s1.loss_mask: 0.1062, s2.loss_cls: 0.0442, s2.acc: 93.7605, s2.loss_bbox: 0.0667, s2.loss_mask: 0.0498, loss: 1.2876 2022-06-05 08:54:42,879 - mmdet - INFO - Epoch [4][6300/7330] lr: 1.000e-04, eta: 3 days, 23:37:31, time: 1.438, data_time: 0.018, memory: 64749, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0349, loss_semantic_seg: 0.2340, s0.loss_cls: 0.1955, s0.acc: 93.2390, s0.loss_bbox: 0.1123, s0.loss_mask: 0.2270, s1.loss_cls: 0.0915, s1.acc: 93.7229, s1.loss_bbox: 0.1136, s1.loss_mask: 0.1056, s2.loss_cls: 0.0446, s2.acc: 93.6219, s2.loss_bbox: 0.0673, s2.loss_mask: 0.0494, loss: 1.3066 2022-06-05 08:55:55,389 - mmdet - INFO - Epoch [4][6350/7330] lr: 1.000e-04, eta: 3 days, 23:36:14, time: 1.450, data_time: 0.018, memory: 64749, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0361, loss_semantic_seg: 0.2187, s0.loss_cls: 0.1951, s0.acc: 93.2458, s0.loss_bbox: 0.1142, s0.loss_mask: 0.2294, s1.loss_cls: 0.0909, s1.acc: 93.6882, s1.loss_bbox: 0.1154, s1.loss_mask: 0.1067, s2.loss_cls: 0.0447, s2.acc: 93.6996, s2.loss_bbox: 0.0674, s2.loss_mask: 0.0502, loss: 1.3003 2022-06-05 08:57:06,680 - mmdet - INFO - Epoch [4][6400/7330] lr: 1.000e-04, eta: 3 days, 23:34:46, time: 1.426, data_time: 0.012, memory: 64749, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0318, loss_semantic_seg: 0.2249, s0.loss_cls: 0.1940, s0.acc: 93.3508, s0.loss_bbox: 0.1096, s0.loss_mask: 0.2256, s1.loss_cls: 0.0921, s1.acc: 93.8161, s1.loss_bbox: 0.1098, s1.loss_mask: 0.1059, s2.loss_cls: 0.0462, s2.acc: 93.6377, s2.loss_bbox: 0.0669, s2.loss_mask: 0.0492, loss: 1.2861 2022-06-05 08:58:17,823 - mmdet - INFO - Epoch [4][6450/7330] lr: 1.000e-04, eta: 3 days, 23:33:17, time: 1.423, data_time: 0.016, memory: 64749, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0344, loss_semantic_seg: 0.2192, s0.loss_cls: 0.1905, s0.acc: 93.3687, s0.loss_bbox: 0.1119, s0.loss_mask: 0.2301, s1.loss_cls: 0.0903, s1.acc: 93.7430, s1.loss_bbox: 0.1154, s1.loss_mask: 0.1084, s2.loss_cls: 0.0448, s2.acc: 93.4859, s2.loss_bbox: 0.0678, s2.loss_mask: 0.0506, loss: 1.2937 2022-06-05 08:59:29,267 - mmdet - INFO - Epoch [4][6500/7330] lr: 1.000e-04, eta: 3 days, 23:31:51, time: 1.429, data_time: 0.016, memory: 64749, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0339, loss_semantic_seg: 0.2158, s0.loss_cls: 0.1915, s0.acc: 93.3066, s0.loss_bbox: 0.1122, s0.loss_mask: 0.2213, s1.loss_cls: 0.0891, s1.acc: 93.8097, s1.loss_bbox: 0.1131, s1.loss_mask: 0.1028, s2.loss_cls: 0.0437, s2.acc: 93.6936, s2.loss_bbox: 0.0681, s2.loss_mask: 0.0483, loss: 1.2688 2022-06-05 09:00:41,127 - mmdet - INFO - Epoch [4][6550/7330] lr: 1.000e-04, eta: 3 days, 23:30:28, time: 1.437, data_time: 0.016, memory: 64749, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0329, loss_semantic_seg: 0.2331, s0.loss_cls: 0.1874, s0.acc: 93.3855, s0.loss_bbox: 0.1072, s0.loss_mask: 0.2252, s1.loss_cls: 0.0875, s1.acc: 93.8192, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1051, s2.loss_cls: 0.0434, s2.acc: 93.7051, s2.loss_bbox: 0.0656, s2.loss_mask: 0.0497, loss: 1.2757 2022-06-05 09:01:52,267 - mmdet - INFO - Epoch [4][6600/7330] lr: 1.000e-04, eta: 3 days, 23:28:59, time: 1.423, data_time: 0.017, memory: 64749, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0353, loss_semantic_seg: 0.2136, s0.loss_cls: 0.1908, s0.acc: 93.3782, s0.loss_bbox: 0.1140, s0.loss_mask: 0.2237, s1.loss_cls: 0.0891, s1.acc: 93.8006, s1.loss_bbox: 0.1140, s1.loss_mask: 0.1038, s2.loss_cls: 0.0447, s2.acc: 93.5950, s2.loss_bbox: 0.0689, s2.loss_mask: 0.0484, loss: 1.2770 2022-06-05 09:03:03,776 - mmdet - INFO - Epoch [4][6650/7330] lr: 1.000e-04, eta: 3 days, 23:27:33, time: 1.430, data_time: 0.015, memory: 64749, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0351, loss_semantic_seg: 0.2292, s0.loss_cls: 0.1932, s0.acc: 93.2351, s0.loss_bbox: 0.1128, s0.loss_mask: 0.2280, s1.loss_cls: 0.0902, s1.acc: 93.6435, s1.loss_bbox: 0.1152, s1.loss_mask: 0.1055, s2.loss_cls: 0.0446, s2.acc: 93.5333, s2.loss_bbox: 0.0689, s2.loss_mask: 0.0498, loss: 1.3017 2022-06-05 09:04:15,769 - mmdet - INFO - Epoch [4][6700/7330] lr: 1.000e-04, eta: 3 days, 23:26:12, time: 1.440, data_time: 0.017, memory: 64749, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0348, loss_semantic_seg: 0.2256, s0.loss_cls: 0.1929, s0.acc: 93.0786, s0.loss_bbox: 0.1120, s0.loss_mask: 0.2331, s1.loss_cls: 0.0907, s1.acc: 93.5376, s1.loss_bbox: 0.1117, s1.loss_mask: 0.1084, s2.loss_cls: 0.0450, s2.acc: 93.4838, s2.loss_bbox: 0.0672, s2.loss_mask: 0.0505, loss: 1.3016 2022-06-05 09:05:26,722 - mmdet - INFO - Epoch [4][6750/7330] lr: 1.000e-04, eta: 3 days, 23:24:42, time: 1.419, data_time: 0.014, memory: 64749, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0347, loss_semantic_seg: 0.2171, s0.loss_cls: 0.1871, s0.acc: 93.5322, s0.loss_bbox: 0.1095, s0.loss_mask: 0.2363, s1.loss_cls: 0.0870, s1.acc: 93.9603, s1.loss_bbox: 0.1108, s1.loss_mask: 0.1098, s2.loss_cls: 0.0428, s2.acc: 93.8941, s2.loss_bbox: 0.0670, s2.loss_mask: 0.0519, loss: 1.2868 2022-06-05 09:06:37,636 - mmdet - INFO - Epoch [4][6800/7330] lr: 1.000e-04, eta: 3 days, 23:23:11, time: 1.418, data_time: 0.015, memory: 64749, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0335, loss_semantic_seg: 0.2236, s0.loss_cls: 0.1863, s0.acc: 93.4290, s0.loss_bbox: 0.1107, s0.loss_mask: 0.2304, s1.loss_cls: 0.0870, s1.acc: 93.8565, s1.loss_bbox: 0.1118, s1.loss_mask: 0.1063, s2.loss_cls: 0.0438, s2.acc: 93.7413, s2.loss_bbox: 0.0673, s2.loss_mask: 0.0493, loss: 1.2801 2022-06-05 09:07:48,582 - mmdet - INFO - Epoch [4][6850/7330] lr: 1.000e-04, eta: 3 days, 23:21:41, time: 1.419, data_time: 0.013, memory: 64749, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0343, loss_semantic_seg: 0.2177, s0.loss_cls: 0.1880, s0.acc: 93.4050, s0.loss_bbox: 0.1135, s0.loss_mask: 0.2295, s1.loss_cls: 0.0874, s1.acc: 93.8779, s1.loss_bbox: 0.1133, s1.loss_mask: 0.1057, s2.loss_cls: 0.0433, s2.acc: 93.7520, s2.loss_bbox: 0.0688, s2.loss_mask: 0.0492, loss: 1.2811 2022-06-05 09:08:59,619 - mmdet - INFO - Epoch [4][6900/7330] lr: 1.000e-04, eta: 3 days, 23:20:12, time: 1.421, data_time: 0.016, memory: 64749, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0345, loss_semantic_seg: 0.2297, s0.loss_cls: 0.1915, s0.acc: 93.3438, s0.loss_bbox: 0.1104, s0.loss_mask: 0.2240, s1.loss_cls: 0.0880, s1.acc: 93.8710, s1.loss_bbox: 0.1093, s1.loss_mask: 0.1040, s2.loss_cls: 0.0435, s2.acc: 93.8652, s2.loss_bbox: 0.0649, s2.loss_mask: 0.0486, loss: 1.2792 2022-06-05 09:10:10,655 - mmdet - INFO - Epoch [4][6950/7330] lr: 1.000e-04, eta: 3 days, 23:18:43, time: 1.421, data_time: 0.015, memory: 64749, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0322, loss_semantic_seg: 0.2280, s0.loss_cls: 0.1915, s0.acc: 93.3960, s0.loss_bbox: 0.1110, s0.loss_mask: 0.2341, s1.loss_cls: 0.0899, s1.acc: 93.8889, s1.loss_bbox: 0.1124, s1.loss_mask: 0.1084, s2.loss_cls: 0.0444, s2.acc: 93.7398, s2.loss_bbox: 0.0679, s2.loss_mask: 0.0508, loss: 1.2984 2022-06-05 09:11:22,500 - mmdet - INFO - Epoch [4][7000/7330] lr: 1.000e-04, eta: 3 days, 23:17:20, time: 1.437, data_time: 0.013, memory: 64749, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0329, loss_semantic_seg: 0.2269, s0.loss_cls: 0.1737, s0.acc: 93.8350, s0.loss_bbox: 0.1009, s0.loss_mask: 0.2257, s1.loss_cls: 0.0816, s1.acc: 94.1970, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1060, s2.loss_cls: 0.0414, s2.acc: 94.0015, s2.loss_bbox: 0.0675, s2.loss_mask: 0.0501, loss: 1.2418 2022-06-05 09:12:33,846 - mmdet - INFO - Epoch [4][7050/7330] lr: 1.000e-04, eta: 3 days, 23:15:54, time: 1.427, data_time: 0.018, memory: 64749, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0333, loss_semantic_seg: 0.2192, s0.loss_cls: 0.1877, s0.acc: 93.4290, s0.loss_bbox: 0.1130, s0.loss_mask: 0.2250, s1.loss_cls: 0.0879, s1.acc: 93.8480, s1.loss_bbox: 0.1123, s1.loss_mask: 0.1055, s2.loss_cls: 0.0430, s2.acc: 93.8827, s2.loss_bbox: 0.0678, s2.loss_mask: 0.0495, loss: 1.2756 2022-06-05 09:13:44,903 - mmdet - INFO - Epoch [4][7100/7330] lr: 1.000e-04, eta: 3 days, 23:14:25, time: 1.421, data_time: 0.015, memory: 64749, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0345, loss_semantic_seg: 0.2172, s0.loss_cls: 0.1889, s0.acc: 93.3870, s0.loss_bbox: 0.1121, s0.loss_mask: 0.2287, s1.loss_cls: 0.0885, s1.acc: 93.7003, s1.loss_bbox: 0.1138, s1.loss_mask: 0.1065, s2.loss_cls: 0.0439, s2.acc: 93.6348, s2.loss_bbox: 0.0692, s2.loss_mask: 0.0501, loss: 1.2853 2022-06-05 09:14:54,877 - mmdet - INFO - Epoch [4][7150/7330] lr: 1.000e-04, eta: 3 days, 23:12:47, time: 1.399, data_time: 0.017, memory: 64749, loss_rpn_cls: 0.0350, loss_rpn_bbox: 0.0347, loss_semantic_seg: 0.2157, s0.loss_cls: 0.1916, s0.acc: 93.2791, s0.loss_bbox: 0.1136, s0.loss_mask: 0.2282, s1.loss_cls: 0.0905, s1.acc: 93.6999, s1.loss_bbox: 0.1162, s1.loss_mask: 0.1066, s2.loss_cls: 0.0450, s2.acc: 93.6316, s2.loss_bbox: 0.0685, s2.loss_mask: 0.0494, loss: 1.2950 2022-06-05 09:16:06,000 - mmdet - INFO - Epoch [4][7200/7330] lr: 1.000e-04, eta: 3 days, 23:11:19, time: 1.423, data_time: 0.015, memory: 64749, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0313, loss_semantic_seg: 0.2174, s0.loss_cls: 0.1821, s0.acc: 93.5930, s0.loss_bbox: 0.1070, s0.loss_mask: 0.2272, s1.loss_cls: 0.0840, s1.acc: 94.0532, s1.loss_bbox: 0.1084, s1.loss_mask: 0.1065, s2.loss_cls: 0.0423, s2.acc: 93.9007, s2.loss_bbox: 0.0648, s2.loss_mask: 0.0500, loss: 1.2485 2022-06-05 09:17:17,807 - mmdet - INFO - Epoch [4][7250/7330] lr: 1.000e-04, eta: 3 days, 23:09:56, time: 1.436, data_time: 0.015, memory: 64749, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0349, loss_semantic_seg: 0.2152, s0.loss_cls: 0.1941, s0.acc: 93.2678, s0.loss_bbox: 0.1146, s0.loss_mask: 0.2317, s1.loss_cls: 0.0896, s1.acc: 93.8154, s1.loss_bbox: 0.1148, s1.loss_mask: 0.1076, s2.loss_cls: 0.0447, s2.acc: 93.7036, s2.loss_bbox: 0.0697, s2.loss_mask: 0.0507, loss: 1.2983 2022-06-05 09:18:28,940 - mmdet - INFO - Epoch [4][7300/7330] lr: 1.000e-04, eta: 3 days, 23:08:28, time: 1.422, data_time: 0.018, memory: 64749, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0335, loss_semantic_seg: 0.2183, s0.loss_cls: 0.1892, s0.acc: 93.4531, s0.loss_bbox: 0.1089, s0.loss_mask: 0.2256, s1.loss_cls: 0.0887, s1.acc: 93.8668, s1.loss_bbox: 0.1111, s1.loss_mask: 0.1058, s2.loss_cls: 0.0444, s2.acc: 93.7464, s2.loss_bbox: 0.0671, s2.loss_mask: 0.0498, loss: 1.2716 2022-06-05 09:19:31,842 - mmdet - INFO - Saving checkpoint at 4 epochs 2022-06-05 09:23:45,034 - mmdet - INFO - Evaluating bbox... 2022-06-05 09:24:37,030 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.503 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.696 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.560 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.367 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.550 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.618 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.684 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.684 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.684 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.523 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.736 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.816 2022-06-05 09:24:37,031 - mmdet - INFO - Evaluating segm... 2022-06-05 09:25:39,373 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.444 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.676 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.485 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.261 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.481 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.610 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.599 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.599 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.599 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.428 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.645 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.747 2022-06-05 09:25:40,635 - mmdet - INFO - Exp name: htc++_beit_adapter_v2_large_fpn_3x_coco.py 2022-06-05 09:25:40,638 - mmdet - INFO - Epoch(val) [4][313] bbox_mAP: 0.5030, bbox_mAP_50: 0.6960, bbox_mAP_75: 0.5600, bbox_mAP_s: 0.3670, bbox_mAP_m: 0.5500, bbox_mAP_l: 0.6180, bbox_mAP_copypaste: 0.503 0.696 0.560 0.367 0.550 0.618, segm_mAP: 0.4440, segm_mAP_50: 0.6760, segm_mAP_75: 0.4850, segm_mAP_s: 0.2610, segm_mAP_m: 0.4810, segm_mAP_l: 0.6100, segm_mAP_copypaste: 0.444 0.676 0.485 0.261 0.481 0.610 2022-06-05 09:30:51,488 - mmdet - INFO - Epoch [5][50/7330] lr: 1.000e-04, eta: 3 days, 23:32:20, time: 6.216, data_time: 4.796, memory: 64749, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0347, loss_semantic_seg: 0.2262, s0.loss_cls: 0.1951, s0.acc: 93.2761, s0.loss_bbox: 0.1106, s0.loss_mask: 0.2253, s1.loss_cls: 0.0913, s1.acc: 93.6678, s1.loss_bbox: 0.1114, s1.loss_mask: 0.1037, s2.loss_cls: 0.0458, s2.acc: 93.5223, s2.loss_bbox: 0.0668, s2.loss_mask: 0.0483, loss: 1.2895 2022-06-05 09:32:02,196 - mmdet - INFO - Epoch [5][100/7330] lr: 1.000e-04, eta: 3 days, 23:30:46, time: 1.414, data_time: 0.019, memory: 64749, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0350, loss_semantic_seg: 0.2174, s0.loss_cls: 0.1917, s0.acc: 93.2664, s0.loss_bbox: 0.1160, s0.loss_mask: 0.2287, s1.loss_cls: 0.0886, s1.acc: 93.7131, s1.loss_bbox: 0.1168, s1.loss_mask: 0.1059, s2.loss_cls: 0.0437, s2.acc: 93.6131, s2.loss_bbox: 0.0695, s2.loss_mask: 0.0495, loss: 1.2952 2022-06-05 09:33:14,429 - mmdet - INFO - Epoch [5][150/7330] lr: 1.000e-04, eta: 3 days, 23:29:24, time: 1.445, data_time: 0.016, memory: 64749, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0311, loss_semantic_seg: 0.2227, s0.loss_cls: 0.1794, s0.acc: 93.6816, s0.loss_bbox: 0.1065, s0.loss_mask: 0.2237, s1.loss_cls: 0.0831, s1.acc: 94.1386, s1.loss_bbox: 0.1089, s1.loss_mask: 0.1038, s2.loss_cls: 0.0420, s2.acc: 93.9191, s2.loss_bbox: 0.0657, s2.loss_mask: 0.0486, loss: 1.2455 2022-06-05 09:34:25,049 - mmdet - INFO - Epoch [5][200/7330] lr: 1.000e-04, eta: 3 days, 23:27:49, time: 1.413, data_time: 0.016, memory: 64749, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0338, loss_semantic_seg: 0.2179, s0.loss_cls: 0.1870, s0.acc: 93.4670, s0.loss_bbox: 0.1099, s0.loss_mask: 0.2191, s1.loss_cls: 0.0858, s1.acc: 94.0976, s1.loss_bbox: 0.1114, s1.loss_mask: 0.1022, s2.loss_cls: 0.0431, s2.acc: 93.9677, s2.loss_bbox: 0.0684, s2.loss_mask: 0.0480, loss: 1.2545 2022-06-05 09:35:36,525 - mmdet - INFO - Epoch [5][250/7330] lr: 1.000e-04, eta: 3 days, 23:26:21, time: 1.430, data_time: 0.015, memory: 64749, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0322, loss_semantic_seg: 0.2198, s0.loss_cls: 0.1921, s0.acc: 93.3301, s0.loss_bbox: 0.1081, s0.loss_mask: 0.2228, s1.loss_cls: 0.0894, s1.acc: 93.7515, s1.loss_bbox: 0.1132, s1.loss_mask: 0.1037, s2.loss_cls: 0.0450, s2.acc: 93.5887, s2.loss_bbox: 0.0685, s2.loss_mask: 0.0484, loss: 1.2729 2022-06-05 09:36:48,113 - mmdet - INFO - Epoch [5][300/7330] lr: 1.000e-04, eta: 3 days, 23:24:54, time: 1.432, data_time: 0.020, memory: 64749, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0334, loss_semantic_seg: 0.2126, s0.loss_cls: 0.1842, s0.acc: 93.4524, s0.loss_bbox: 0.1080, s0.loss_mask: 0.2235, s1.loss_cls: 0.0878, s1.acc: 93.7561, s1.loss_bbox: 0.1144, s1.loss_mask: 0.1058, s2.loss_cls: 0.0443, s2.acc: 93.6047, s2.loss_bbox: 0.0686, s2.loss_mask: 0.0496, loss: 1.2599 2022-06-05 09:38:00,247 - mmdet - INFO - Epoch [5][350/7330] lr: 1.000e-04, eta: 3 days, 23:23:32, time: 1.442, data_time: 0.017, memory: 64749, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0368, loss_semantic_seg: 0.2185, s0.loss_cls: 0.1922, s0.acc: 93.2737, s0.loss_bbox: 0.1133, s0.loss_mask: 0.2259, s1.loss_cls: 0.0906, s1.acc: 93.6540, s1.loss_bbox: 0.1148, s1.loss_mask: 0.1050, s2.loss_cls: 0.0449, s2.acc: 93.4780, s2.loss_bbox: 0.0692, s2.loss_mask: 0.0493, loss: 1.2939 2022-06-05 09:39:11,709 - mmdet - INFO - Epoch [5][400/7330] lr: 1.000e-04, eta: 3 days, 23:22:04, time: 1.430, data_time: 0.015, memory: 64749, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0333, loss_semantic_seg: 0.2192, s0.loss_cls: 0.1892, s0.acc: 93.4197, s0.loss_bbox: 0.1095, s0.loss_mask: 0.2265, s1.loss_cls: 0.0884, s1.acc: 93.8630, s1.loss_bbox: 0.1128, s1.loss_mask: 0.1060, s2.loss_cls: 0.0444, s2.acc: 93.5969, s2.loss_bbox: 0.0670, s2.loss_mask: 0.0494, loss: 1.2752 2022-06-05 09:40:23,478 - mmdet - INFO - Epoch [5][450/7330] lr: 1.000e-04, eta: 3 days, 23:20:38, time: 1.435, data_time: 0.013, memory: 64749, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0336, loss_semantic_seg: 0.2174, s0.loss_cls: 0.1882, s0.acc: 93.3269, s0.loss_bbox: 0.1104, s0.loss_mask: 0.2167, s1.loss_cls: 0.0866, s1.acc: 93.9251, s1.loss_bbox: 0.1118, s1.loss_mask: 0.1004, s2.loss_cls: 0.0427, s2.acc: 93.9068, s2.loss_bbox: 0.0674, s2.loss_mask: 0.0469, loss: 1.2500 2022-06-05 09:41:34,730 - mmdet - INFO - Epoch [5][500/7330] lr: 1.000e-04, eta: 3 days, 23:19:09, time: 1.425, data_time: 0.015, memory: 64749, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0353, loss_semantic_seg: 0.2170, s0.loss_cls: 0.1876, s0.acc: 93.4700, s0.loss_bbox: 0.1103, s0.loss_mask: 0.2223, s1.loss_cls: 0.0872, s1.acc: 93.9248, s1.loss_bbox: 0.1105, s1.loss_mask: 0.1037, s2.loss_cls: 0.0437, s2.acc: 93.7900, s2.loss_bbox: 0.0664, s2.loss_mask: 0.0487, loss: 1.2643 2022-06-05 09:42:46,018 - mmdet - INFO - Epoch [5][550/7330] lr: 1.000e-04, eta: 3 days, 23:17:40, time: 1.426, data_time: 0.016, memory: 64749, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0352, loss_semantic_seg: 0.2228, s0.loss_cls: 0.1945, s0.acc: 93.0967, s0.loss_bbox: 0.1114, s0.loss_mask: 0.2202, s1.loss_cls: 0.0902, s1.acc: 93.5516, s1.loss_bbox: 0.1139, s1.loss_mask: 0.1028, s2.loss_cls: 0.0454, s2.acc: 93.3929, s2.loss_bbox: 0.0698, s2.loss_mask: 0.0480, loss: 1.2874 2022-06-05 09:43:58,074 - mmdet - INFO - Epoch [5][600/7330] lr: 1.000e-04, eta: 3 days, 23:16:17, time: 1.441, data_time: 0.015, memory: 64749, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0357, loss_semantic_seg: 0.2311, s0.loss_cls: 0.1936, s0.acc: 93.1726, s0.loss_bbox: 0.1133, s0.loss_mask: 0.2271, s1.loss_cls: 0.0908, s1.acc: 93.5138, s1.loss_bbox: 0.1143, s1.loss_mask: 0.1051, s2.loss_cls: 0.0457, s2.acc: 93.3794, s2.loss_bbox: 0.0701, s2.loss_mask: 0.0497, loss: 1.3049 2022-06-05 09:45:09,617 - mmdet - INFO - Epoch [5][650/7330] lr: 1.000e-04, eta: 3 days, 23:14:50, time: 1.431, data_time: 0.016, memory: 64749, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0346, loss_semantic_seg: 0.2211, s0.loss_cls: 0.1865, s0.acc: 93.4033, s0.loss_bbox: 0.1084, s0.loss_mask: 0.2254, s1.loss_cls: 0.0862, s1.acc: 93.8861, s1.loss_bbox: 0.1093, s1.loss_mask: 0.1051, s2.loss_cls: 0.0429, s2.acc: 93.8262, s2.loss_bbox: 0.0660, s2.loss_mask: 0.0493, loss: 1.2649 2022-06-05 09:46:20,416 - mmdet - INFO - Epoch [5][700/7330] lr: 1.000e-04, eta: 3 days, 23:13:17, time: 1.416, data_time: 0.017, memory: 64749, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0331, loss_semantic_seg: 0.2074, s0.loss_cls: 0.1713, s0.acc: 93.9314, s0.loss_bbox: 0.1030, s0.loss_mask: 0.2184, s1.loss_cls: 0.0784, s1.acc: 94.5146, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1031, s2.loss_cls: 0.0394, s2.acc: 94.2694, s2.loss_bbox: 0.0653, s2.loss_mask: 0.0487, loss: 1.2046 2022-06-05 09:47:31,489 - mmdet - INFO - Epoch [5][750/7330] lr: 1.000e-04, eta: 3 days, 23:11:46, time: 1.421, data_time: 0.016, memory: 64749, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0336, loss_semantic_seg: 0.2166, s0.loss_cls: 0.1774, s0.acc: 93.7632, s0.loss_bbox: 0.1077, s0.loss_mask: 0.2171, s1.loss_cls: 0.0811, s1.acc: 94.1907, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1002, s2.loss_cls: 0.0410, s2.acc: 94.0525, s2.loss_bbox: 0.0636, s2.loss_mask: 0.0469, loss: 1.2220 2022-06-05 09:48:42,611 - mmdet - INFO - Epoch [5][800/7330] lr: 1.000e-04, eta: 3 days, 23:10:16, time: 1.423, data_time: 0.015, memory: 64749, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0331, loss_semantic_seg: 0.2216, s0.loss_cls: 0.1817, s0.acc: 93.4851, s0.loss_bbox: 0.1088, s0.loss_mask: 0.2233, s1.loss_cls: 0.0842, s1.acc: 94.0046, s1.loss_bbox: 0.1100, s1.loss_mask: 0.1044, s2.loss_cls: 0.0428, s2.acc: 93.8660, s2.loss_bbox: 0.0659, s2.loss_mask: 0.0488, loss: 1.2531 2022-06-05 09:49:54,461 - mmdet - INFO - Epoch [5][850/7330] lr: 1.000e-04, eta: 3 days, 23:08:51, time: 1.435, data_time: 0.016, memory: 64749, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0317, loss_semantic_seg: 0.2249, s0.loss_cls: 0.1890, s0.acc: 93.4055, s0.loss_bbox: 0.1102, s0.loss_mask: 0.2321, s1.loss_cls: 0.0886, s1.acc: 93.8216, s1.loss_bbox: 0.1134, s1.loss_mask: 0.1091, s2.loss_cls: 0.0441, s2.acc: 93.6850, s2.loss_bbox: 0.0681, s2.loss_mask: 0.0512, loss: 1.2922 2022-06-05 09:51:05,996 - mmdet - INFO - Epoch [5][900/7330] lr: 1.000e-04, eta: 3 days, 23:07:25, time: 1.432, data_time: 0.020, memory: 64749, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0336, loss_semantic_seg: 0.2166, s0.loss_cls: 0.1948, s0.acc: 93.0059, s0.loss_bbox: 0.1141, s0.loss_mask: 0.2243, s1.loss_cls: 0.0904, s1.acc: 93.5809, s1.loss_bbox: 0.1165, s1.loss_mask: 0.1045, s2.loss_cls: 0.0461, s2.acc: 93.2879, s2.loss_bbox: 0.0692, s2.loss_mask: 0.0483, loss: 1.2858 2022-06-05 09:52:17,354 - mmdet - INFO - Epoch [5][950/7330] lr: 1.000e-04, eta: 3 days, 23:05:57, time: 1.427, data_time: 0.016, memory: 64749, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0342, loss_semantic_seg: 0.2213, s0.loss_cls: 0.2012, s0.acc: 93.1189, s0.loss_bbox: 0.1137, s0.loss_mask: 0.2151, s1.loss_cls: 0.0924, s1.acc: 93.6597, s1.loss_bbox: 0.1138, s1.loss_mask: 0.0995, s2.loss_cls: 0.0455, s2.acc: 93.6446, s2.loss_bbox: 0.0672, s2.loss_mask: 0.0464, loss: 1.2817 2022-06-05 09:53:28,335 - mmdet - INFO - Epoch [5][1000/7330] lr: 1.000e-04, eta: 3 days, 23:04:26, time: 1.419, data_time: 0.018, memory: 64749, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0343, loss_semantic_seg: 0.2202, s0.loss_cls: 0.1844, s0.acc: 93.5291, s0.loss_bbox: 0.1077, s0.loss_mask: 0.2210, s1.loss_cls: 0.0858, s1.acc: 93.9810, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1036, s2.loss_cls: 0.0428, s2.acc: 93.9414, s2.loss_bbox: 0.0659, s2.loss_mask: 0.0481, loss: 1.2521 2022-06-05 09:54:39,744 - mmdet - INFO - Epoch [5][1050/7330] lr: 1.000e-04, eta: 3 days, 23:02:59, time: 1.429, data_time: 0.015, memory: 64749, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0332, loss_semantic_seg: 0.2249, s0.loss_cls: 0.1904, s0.acc: 93.3999, s0.loss_bbox: 0.1100, s0.loss_mask: 0.2258, s1.loss_cls: 0.0884, s1.acc: 93.7829, s1.loss_bbox: 0.1104, s1.loss_mask: 0.1049, s2.loss_cls: 0.0442, s2.acc: 93.7205, s2.loss_bbox: 0.0679, s2.loss_mask: 0.0493, loss: 1.2800 2022-06-05 09:55:51,895 - mmdet - INFO - Epoch [5][1100/7330] lr: 1.000e-04, eta: 3 days, 23:01:37, time: 1.443, data_time: 0.021, memory: 64749, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0349, loss_semantic_seg: 0.2150, s0.loss_cls: 0.1932, s0.acc: 93.1357, s0.loss_bbox: 0.1128, s0.loss_mask: 0.2268, s1.loss_cls: 0.0889, s1.acc: 93.7849, s1.loss_bbox: 0.1142, s1.loss_mask: 0.1059, s2.loss_cls: 0.0454, s2.acc: 93.4269, s2.loss_bbox: 0.0691, s2.loss_mask: 0.0498, loss: 1.2868 2022-06-05 09:57:03,981 - mmdet - INFO - Epoch [5][1150/7330] lr: 1.000e-04, eta: 3 days, 23:00:14, time: 1.442, data_time: 0.018, memory: 64749, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0340, loss_semantic_seg: 0.2224, s0.loss_cls: 0.1933, s0.acc: 93.2778, s0.loss_bbox: 0.1102, s0.loss_mask: 0.2265, s1.loss_cls: 0.0899, s1.acc: 93.7240, s1.loss_bbox: 0.1113, s1.loss_mask: 0.1049, s2.loss_cls: 0.0448, s2.acc: 93.6150, s2.loss_bbox: 0.0662, s2.loss_mask: 0.0492, loss: 1.2841 2022-06-05 09:58:16,447 - mmdet - INFO - Epoch [5][1200/7330] lr: 1.000e-04, eta: 3 days, 22:58:55, time: 1.450, data_time: 0.016, memory: 64749, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0369, loss_semantic_seg: 0.2209, s0.loss_cls: 0.1924, s0.acc: 93.1321, s0.loss_bbox: 0.1164, s0.loss_mask: 0.2328, s1.loss_cls: 0.0897, s1.acc: 93.6065, s1.loss_bbox: 0.1186, s1.loss_mask: 0.1088, s2.loss_cls: 0.0450, s2.acc: 93.4406, s2.loss_bbox: 0.0710, s2.loss_mask: 0.0509, loss: 1.3133 2022-06-05 09:59:27,564 - mmdet - INFO - Epoch [5][1250/7330] lr: 1.000e-04, eta: 3 days, 22:57:25, time: 1.422, data_time: 0.014, memory: 64749, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0338, loss_semantic_seg: 0.2212, s0.loss_cls: 0.1753, s0.acc: 93.8123, s0.loss_bbox: 0.1042, s0.loss_mask: 0.2204, s1.loss_cls: 0.0812, s1.acc: 94.3192, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1039, s2.loss_cls: 0.0408, s2.acc: 94.1327, s2.loss_bbox: 0.0637, s2.loss_mask: 0.0488, loss: 1.2261 2022-06-05 10:00:37,987 - mmdet - INFO - Epoch [5][1300/7330] lr: 1.000e-04, eta: 3 days, 22:55:51, time: 1.409, data_time: 0.016, memory: 64749, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0339, loss_semantic_seg: 0.2232, s0.loss_cls: 0.1898, s0.acc: 93.3088, s0.loss_bbox: 0.1075, s0.loss_mask: 0.2179, s1.loss_cls: 0.0887, s1.acc: 93.7649, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1018, s2.loss_cls: 0.0440, s2.acc: 93.6681, s2.loss_bbox: 0.0657, s2.loss_mask: 0.0477, loss: 1.2602 2022-06-05 10:01:49,490 - mmdet - INFO - Epoch [5][1350/7330] lr: 1.000e-04, eta: 3 days, 22:54:24, time: 1.430, data_time: 0.016, memory: 64749, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0382, loss_semantic_seg: 0.2108, s0.loss_cls: 0.1954, s0.acc: 93.0820, s0.loss_bbox: 0.1161, s0.loss_mask: 0.2283, s1.loss_cls: 0.0918, s1.acc: 93.4907, s1.loss_bbox: 0.1145, s1.loss_mask: 0.1054, s2.loss_cls: 0.0452, s2.acc: 93.3822, s2.loss_bbox: 0.0676, s2.loss_mask: 0.0486, loss: 1.2929 2022-06-05 10:03:00,313 - mmdet - INFO - Epoch [5][1400/7330] lr: 1.000e-04, eta: 3 days, 22:52:52, time: 1.416, data_time: 0.017, memory: 64749, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0335, loss_semantic_seg: 0.2161, s0.loss_cls: 0.1968, s0.acc: 93.1978, s0.loss_bbox: 0.1141, s0.loss_mask: 0.2292, s1.loss_cls: 0.0911, s1.acc: 93.7312, s1.loss_bbox: 0.1149, s1.loss_mask: 0.1071, s2.loss_cls: 0.0460, s2.acc: 93.5603, s2.loss_bbox: 0.0704, s2.loss_mask: 0.0506, loss: 1.2985 2022-06-05 10:04:11,576 - mmdet - INFO - Epoch [5][1450/7330] lr: 1.000e-04, eta: 3 days, 22:51:24, time: 1.425, data_time: 0.014, memory: 64749, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0347, loss_semantic_seg: 0.2218, s0.loss_cls: 0.1987, s0.acc: 93.1313, s0.loss_bbox: 0.1126, s0.loss_mask: 0.2245, s1.loss_cls: 0.0929, s1.acc: 93.5288, s1.loss_bbox: 0.1139, s1.loss_mask: 0.1042, s2.loss_cls: 0.0459, s2.acc: 93.5359, s2.loss_bbox: 0.0680, s2.loss_mask: 0.0486, loss: 1.2976 2022-06-05 10:05:22,518 - mmdet - INFO - Epoch [5][1500/7330] lr: 1.000e-04, eta: 3 days, 22:49:53, time: 1.419, data_time: 0.015, memory: 64749, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0342, loss_semantic_seg: 0.2112, s0.loss_cls: 0.1969, s0.acc: 93.1423, s0.loss_bbox: 0.1129, s0.loss_mask: 0.2227, s1.loss_cls: 0.0912, s1.acc: 93.6525, s1.loss_bbox: 0.1170, s1.loss_mask: 0.1049, s2.loss_cls: 0.0454, s2.acc: 93.5708, s2.loss_bbox: 0.0695, s2.loss_mask: 0.0490, loss: 1.2855 2022-06-05 10:06:33,404 - mmdet - INFO - Epoch [5][1550/7330] lr: 1.000e-04, eta: 3 days, 22:48:22, time: 1.417, data_time: 0.016, memory: 64749, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0339, loss_semantic_seg: 0.2122, s0.loss_cls: 0.1856, s0.acc: 93.5840, s0.loss_bbox: 0.1081, s0.loss_mask: 0.2237, s1.loss_cls: 0.0851, s1.acc: 94.0449, s1.loss_bbox: 0.1103, s1.loss_mask: 0.1048, s2.loss_cls: 0.0423, s2.acc: 94.0058, s2.loss_bbox: 0.0661, s2.loss_mask: 0.0488, loss: 1.2492 2022-06-05 10:07:45,123 - mmdet - INFO - Epoch [5][1600/7330] lr: 1.000e-04, eta: 3 days, 22:46:57, time: 1.434, data_time: 0.020, memory: 64749, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0348, loss_semantic_seg: 0.2223, s0.loss_cls: 0.1850, s0.acc: 93.4590, s0.loss_bbox: 0.1067, s0.loss_mask: 0.2258, s1.loss_cls: 0.0859, s1.acc: 93.8804, s1.loss_bbox: 0.1109, s1.loss_mask: 0.1052, s2.loss_cls: 0.0424, s2.acc: 93.8309, s2.loss_bbox: 0.0690, s2.loss_mask: 0.0493, loss: 1.2662 2022-06-05 10:08:56,856 - mmdet - INFO - Epoch [5][1650/7330] lr: 1.000e-04, eta: 3 days, 22:45:33, time: 1.435, data_time: 0.015, memory: 64749, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0340, loss_semantic_seg: 0.2162, s0.loss_cls: 0.2091, s0.acc: 92.7234, s0.loss_bbox: 0.1202, s0.loss_mask: 0.2351, s1.loss_cls: 0.0976, s1.acc: 93.1517, s1.loss_bbox: 0.1220, s1.loss_mask: 0.1101, s2.loss_cls: 0.0483, s2.acc: 93.1400, s2.loss_bbox: 0.0734, s2.loss_mask: 0.0511, loss: 1.3490 2022-06-05 10:10:08,010 - mmdet - INFO - Epoch [5][1700/7330] lr: 1.000e-04, eta: 3 days, 22:44:04, time: 1.423, data_time: 0.015, memory: 64749, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0330, loss_semantic_seg: 0.2227, s0.loss_cls: 0.1925, s0.acc: 93.3276, s0.loss_bbox: 0.1107, s0.loss_mask: 0.2231, s1.loss_cls: 0.0905, s1.acc: 93.7986, s1.loss_bbox: 0.1113, s1.loss_mask: 0.1042, s2.loss_cls: 0.0451, s2.acc: 93.5289, s2.loss_bbox: 0.0674, s2.loss_mask: 0.0490, loss: 1.2790 2022-06-05 10:11:19,414 - mmdet - INFO - Epoch [5][1750/7330] lr: 1.000e-04, eta: 3 days, 22:42:37, time: 1.428, data_time: 0.021, memory: 64749, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0335, loss_semantic_seg: 0.2162, s0.loss_cls: 0.1879, s0.acc: 93.3062, s0.loss_bbox: 0.1120, s0.loss_mask: 0.2218, s1.loss_cls: 0.0868, s1.acc: 93.8622, s1.loss_bbox: 0.1165, s1.loss_mask: 0.1028, s2.loss_cls: 0.0430, s2.acc: 93.8868, s2.loss_bbox: 0.0704, s2.loss_mask: 0.0482, loss: 1.2666 2022-06-05 10:12:30,420 - mmdet - INFO - Epoch [5][1800/7330] lr: 1.000e-04, eta: 3 days, 22:41:08, time: 1.420, data_time: 0.015, memory: 64749, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0338, loss_semantic_seg: 0.2198, s0.loss_cls: 0.1966, s0.acc: 93.1689, s0.loss_bbox: 0.1120, s0.loss_mask: 0.2233, s1.loss_cls: 0.0913, s1.acc: 93.5895, s1.loss_bbox: 0.1153, s1.loss_mask: 0.1051, s2.loss_cls: 0.0453, s2.acc: 93.4754, s2.loss_bbox: 0.0691, s2.loss_mask: 0.0493, loss: 1.2900 2022-06-05 10:13:42,311 - mmdet - INFO - Epoch [5][1850/7330] lr: 1.000e-04, eta: 3 days, 22:39:44, time: 1.438, data_time: 0.013, memory: 64749, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0339, loss_semantic_seg: 0.2197, s0.loss_cls: 0.1935, s0.acc: 93.2441, s0.loss_bbox: 0.1142, s0.loss_mask: 0.2253, s1.loss_cls: 0.0912, s1.acc: 93.7117, s1.loss_bbox: 0.1165, s1.loss_mask: 0.1049, s2.loss_cls: 0.0460, s2.acc: 93.4465, s2.loss_bbox: 0.0694, s2.loss_mask: 0.0490, loss: 1.2923 2022-06-05 10:14:54,557 - mmdet - INFO - Epoch [5][1900/7330] lr: 1.000e-04, eta: 3 days, 22:38:24, time: 1.444, data_time: 0.017, memory: 64749, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0333, loss_semantic_seg: 0.2092, s0.loss_cls: 0.1925, s0.acc: 93.2288, s0.loss_bbox: 0.1143, s0.loss_mask: 0.2217, s1.loss_cls: 0.0898, s1.acc: 93.7162, s1.loss_bbox: 0.1154, s1.loss_mask: 0.1031, s2.loss_cls: 0.0445, s2.acc: 93.6754, s2.loss_bbox: 0.0694, s2.loss_mask: 0.0481, loss: 1.2677 2022-06-05 10:16:05,024 - mmdet - INFO - Epoch [5][1950/7330] lr: 1.000e-04, eta: 3 days, 22:36:50, time: 1.410, data_time: 0.016, memory: 64749, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0321, loss_semantic_seg: 0.2051, s0.loss_cls: 0.1931, s0.acc: 93.2190, s0.loss_bbox: 0.1157, s0.loss_mask: 0.2271, s1.loss_cls: 0.0900, s1.acc: 93.7716, s1.loss_bbox: 0.1153, s1.loss_mask: 0.1061, s2.loss_cls: 0.0445, s2.acc: 93.7176, s2.loss_bbox: 0.0705, s2.loss_mask: 0.0496, loss: 1.2786 2022-06-05 10:17:16,788 - mmdet - INFO - Epoch [5][2000/7330] lr: 1.000e-04, eta: 3 days, 22:35:26, time: 1.435, data_time: 0.020, memory: 64749, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0303, loss_semantic_seg: 0.2167, s0.loss_cls: 0.1823, s0.acc: 93.5945, s0.loss_bbox: 0.1068, s0.loss_mask: 0.2281, s1.loss_cls: 0.0852, s1.acc: 94.0429, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1060, s2.loss_cls: 0.0421, s2.acc: 93.9541, s2.loss_bbox: 0.0655, s2.loss_mask: 0.0494, loss: 1.2496 2022-06-05 10:18:27,945 - mmdet - INFO - Epoch [5][2050/7330] lr: 1.000e-04, eta: 3 days, 22:33:58, time: 1.423, data_time: 0.015, memory: 64749, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0324, loss_semantic_seg: 0.2117, s0.loss_cls: 0.1852, s0.acc: 93.4182, s0.loss_bbox: 0.1126, s0.loss_mask: 0.2197, s1.loss_cls: 0.0855, s1.acc: 93.9524, s1.loss_bbox: 0.1136, s1.loss_mask: 0.1023, s2.loss_cls: 0.0425, s2.acc: 93.8567, s2.loss_bbox: 0.0681, s2.loss_mask: 0.0476, loss: 1.2512 2022-06-05 10:19:38,670 - mmdet - INFO - Epoch [5][2100/7330] lr: 1.000e-04, eta: 3 days, 22:32:26, time: 1.414, data_time: 0.014, memory: 64749, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0324, loss_semantic_seg: 0.2143, s0.loss_cls: 0.1847, s0.acc: 93.4561, s0.loss_bbox: 0.1098, s0.loss_mask: 0.2154, s1.loss_cls: 0.0858, s1.acc: 93.7844, s1.loss_bbox: 0.1123, s1.loss_mask: 0.1014, s2.loss_cls: 0.0428, s2.acc: 93.7583, s2.loss_bbox: 0.0681, s2.loss_mask: 0.0474, loss: 1.2408 2022-06-05 10:20:50,404 - mmdet - INFO - Epoch [5][2150/7330] lr: 1.000e-04, eta: 3 days, 22:31:02, time: 1.435, data_time: 0.016, memory: 64749, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0341, loss_semantic_seg: 0.2058, s0.loss_cls: 0.1942, s0.acc: 93.0898, s0.loss_bbox: 0.1144, s0.loss_mask: 0.2302, s1.loss_cls: 0.0922, s1.acc: 93.3672, s1.loss_bbox: 0.1168, s1.loss_mask: 0.1062, s2.loss_cls: 0.0464, s2.acc: 93.2577, s2.loss_bbox: 0.0705, s2.loss_mask: 0.0497, loss: 1.2881 2022-06-05 10:22:01,727 - mmdet - INFO - Epoch [5][2200/7330] lr: 1.000e-04, eta: 3 days, 22:29:35, time: 1.426, data_time: 0.015, memory: 64749, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0303, loss_semantic_seg: 0.2189, s0.loss_cls: 0.1825, s0.acc: 93.6072, s0.loss_bbox: 0.1036, s0.loss_mask: 0.2172, s1.loss_cls: 0.0847, s1.acc: 94.1324, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1018, s2.loss_cls: 0.0423, s2.acc: 93.9226, s2.loss_bbox: 0.0649, s2.loss_mask: 0.0472, loss: 1.2256 2022-06-05 10:23:14,013 - mmdet - INFO - Epoch [5][2250/7330] lr: 1.000e-04, eta: 3 days, 22:28:15, time: 1.446, data_time: 0.015, memory: 64749, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0338, loss_semantic_seg: 0.2207, s0.loss_cls: 0.2022, s0.acc: 92.8577, s0.loss_bbox: 0.1155, s0.loss_mask: 0.2303, s1.loss_cls: 0.0944, s1.acc: 93.3003, s1.loss_bbox: 0.1214, s1.loss_mask: 0.1080, s2.loss_cls: 0.0477, s2.acc: 93.1803, s2.loss_bbox: 0.0745, s2.loss_mask: 0.0507, loss: 1.3292 2022-06-05 10:24:25,433 - mmdet - INFO - Epoch [5][2300/7330] lr: 1.000e-04, eta: 3 days, 22:26:49, time: 1.428, data_time: 0.015, memory: 64749, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0349, loss_semantic_seg: 0.2129, s0.loss_cls: 0.1915, s0.acc: 93.1379, s0.loss_bbox: 0.1146, s0.loss_mask: 0.2240, s1.loss_cls: 0.0892, s1.acc: 93.7057, s1.loss_bbox: 0.1129, s1.loss_mask: 0.1039, s2.loss_cls: 0.0433, s2.acc: 93.7658, s2.loss_bbox: 0.0695, s2.loss_mask: 0.0484, loss: 1.2755 2022-06-05 10:25:36,793 - mmdet - INFO - Epoch [5][2350/7330] lr: 1.000e-04, eta: 3 days, 22:25:22, time: 1.427, data_time: 0.015, memory: 64749, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0326, loss_semantic_seg: 0.2202, s0.loss_cls: 0.1894, s0.acc: 93.3059, s0.loss_bbox: 0.1086, s0.loss_mask: 0.2194, s1.loss_cls: 0.0872, s1.acc: 93.8546, s1.loss_bbox: 0.1126, s1.loss_mask: 0.1019, s2.loss_cls: 0.0432, s2.acc: 93.7324, s2.loss_bbox: 0.0681, s2.loss_mask: 0.0477, loss: 1.2597 2022-06-05 10:26:47,583 - mmdet - INFO - Epoch [5][2400/7330] lr: 1.000e-04, eta: 3 days, 22:23:51, time: 1.416, data_time: 0.013, memory: 64749, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0316, loss_semantic_seg: 0.2159, s0.loss_cls: 0.1723, s0.acc: 93.9790, s0.loss_bbox: 0.1024, s0.loss_mask: 0.2181, s1.loss_cls: 0.0794, s1.acc: 94.4784, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1022, s2.loss_cls: 0.0395, s2.acc: 94.3565, s2.loss_bbox: 0.0639, s2.loss_mask: 0.0482, loss: 1.2061 2022-06-05 10:27:58,329 - mmdet - INFO - Epoch [5][2450/7330] lr: 1.000e-04, eta: 3 days, 22:22:20, time: 1.415, data_time: 0.016, memory: 64749, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0319, loss_semantic_seg: 0.2316, s0.loss_cls: 0.1766, s0.acc: 93.7898, s0.loss_bbox: 0.1031, s0.loss_mask: 0.2280, s1.loss_cls: 0.0823, s1.acc: 94.2105, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1056, s2.loss_cls: 0.0412, s2.acc: 94.0301, s2.loss_bbox: 0.0639, s2.loss_mask: 0.0497, loss: 1.2513 2022-06-05 10:29:08,920 - mmdet - INFO - Epoch [5][2500/7330] lr: 1.000e-04, eta: 3 days, 22:20:48, time: 1.412, data_time: 0.017, memory: 64749, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0335, loss_semantic_seg: 0.2124, s0.loss_cls: 0.1830, s0.acc: 93.5833, s0.loss_bbox: 0.1060, s0.loss_mask: 0.2291, s1.loss_cls: 0.0861, s1.acc: 93.9741, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1063, s2.loss_cls: 0.0423, s2.acc: 93.9901, s2.loss_bbox: 0.0642, s2.loss_mask: 0.0500, loss: 1.2494 2022-06-05 10:30:20,710 - mmdet - INFO - Epoch [5][2550/7330] lr: 1.000e-04, eta: 3 days, 22:19:25, time: 1.436, data_time: 0.015, memory: 64749, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0360, loss_semantic_seg: 0.2166, s0.loss_cls: 0.2017, s0.acc: 93.0498, s0.loss_bbox: 0.1135, s0.loss_mask: 0.2308, s1.loss_cls: 0.0944, s1.acc: 93.4804, s1.loss_bbox: 0.1173, s1.loss_mask: 0.1078, s2.loss_cls: 0.0467, s2.acc: 93.2595, s2.loss_bbox: 0.0691, s2.loss_mask: 0.0505, loss: 1.3162 2022-06-05 10:31:32,885 - mmdet - INFO - Epoch [5][2600/7330] lr: 1.000e-04, eta: 3 days, 22:18:04, time: 1.442, data_time: 0.016, memory: 64749, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0334, loss_semantic_seg: 0.2106, s0.loss_cls: 0.1798, s0.acc: 93.6780, s0.loss_bbox: 0.1077, s0.loss_mask: 0.2258, s1.loss_cls: 0.0832, s1.acc: 94.0967, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1042, s2.loss_cls: 0.0421, s2.acc: 93.9747, s2.loss_bbox: 0.0650, s2.loss_mask: 0.0492, loss: 1.2382 2022-06-05 10:32:44,585 - mmdet - INFO - Epoch [5][2650/7330] lr: 1.000e-04, eta: 3 days, 22:16:40, time: 1.436, data_time: 0.014, memory: 64749, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0330, loss_semantic_seg: 0.2044, s0.loss_cls: 0.1718, s0.acc: 93.8689, s0.loss_bbox: 0.1060, s0.loss_mask: 0.2318, s1.loss_cls: 0.0799, s1.acc: 94.2956, s1.loss_bbox: 0.1093, s1.loss_mask: 0.1083, s2.loss_cls: 0.0404, s2.acc: 94.1773, s2.loss_bbox: 0.0646, s2.loss_mask: 0.0511, loss: 1.2318 2022-06-05 10:33:56,491 - mmdet - INFO - Epoch [5][2700/7330] lr: 1.000e-04, eta: 3 days, 22:15:18, time: 1.438, data_time: 0.016, memory: 64749, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0321, loss_semantic_seg: 0.2232, s0.loss_cls: 0.1670, s0.acc: 94.0159, s0.loss_bbox: 0.1028, s0.loss_mask: 0.2285, s1.loss_cls: 0.0771, s1.acc: 94.5363, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1071, s2.loss_cls: 0.0392, s2.acc: 94.3024, s2.loss_bbox: 0.0641, s2.loss_mask: 0.0502, loss: 1.2260 2022-06-05 10:35:09,532 - mmdet - INFO - Epoch [5][2750/7330] lr: 1.000e-04, eta: 3 days, 22:14:04, time: 1.461, data_time: 0.017, memory: 64749, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0363, loss_semantic_seg: 0.2177, s0.loss_cls: 0.1808, s0.acc: 93.6196, s0.loss_bbox: 0.1063, s0.loss_mask: 0.2247, s1.loss_cls: 0.0848, s1.acc: 93.9730, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1044, s2.loss_cls: 0.0424, s2.acc: 93.8682, s2.loss_bbox: 0.0654, s2.loss_mask: 0.0492, loss: 1.2514 2022-06-05 10:36:20,683 - mmdet - INFO - Epoch [5][2800/7330] lr: 1.000e-04, eta: 3 days, 22:12:36, time: 1.423, data_time: 0.017, memory: 64749, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0342, loss_semantic_seg: 0.2285, s0.loss_cls: 0.1768, s0.acc: 93.6907, s0.loss_bbox: 0.1037, s0.loss_mask: 0.2254, s1.loss_cls: 0.0817, s1.acc: 94.2456, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1048, s2.loss_cls: 0.0415, s2.acc: 94.0178, s2.loss_bbox: 0.0654, s2.loss_mask: 0.0487, loss: 1.2492 2022-06-05 10:37:32,225 - mmdet - INFO - Epoch [5][2850/7330] lr: 1.000e-04, eta: 3 days, 22:11:11, time: 1.431, data_time: 0.014, memory: 64749, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0339, loss_semantic_seg: 0.2151, s0.loss_cls: 0.1801, s0.acc: 93.5493, s0.loss_bbox: 0.1095, s0.loss_mask: 0.2298, s1.loss_cls: 0.0843, s1.acc: 93.9732, s1.loss_bbox: 0.1130, s1.loss_mask: 0.1079, s2.loss_cls: 0.0423, s2.acc: 93.8881, s2.loss_bbox: 0.0684, s2.loss_mask: 0.0505, loss: 1.2646 2022-06-05 10:38:43,525 - mmdet - INFO - Epoch [5][2900/7330] lr: 1.000e-04, eta: 3 days, 22:09:45, time: 1.426, data_time: 0.016, memory: 64749, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0344, loss_semantic_seg: 0.2097, s0.loss_cls: 0.1704, s0.acc: 93.8601, s0.loss_bbox: 0.1009, s0.loss_mask: 0.2211, s1.loss_cls: 0.0805, s1.acc: 94.2409, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1030, s2.loss_cls: 0.0407, s2.acc: 94.1130, s2.loss_bbox: 0.0646, s2.loss_mask: 0.0481, loss: 1.2081 2022-06-05 10:39:55,466 - mmdet - INFO - Epoch [5][2950/7330] lr: 1.000e-04, eta: 3 days, 22:08:23, time: 1.439, data_time: 0.018, memory: 64749, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0318, loss_semantic_seg: 0.2195, s0.loss_cls: 0.1724, s0.acc: 94.0220, s0.loss_bbox: 0.0983, s0.loss_mask: 0.2205, s1.loss_cls: 0.0806, s1.acc: 94.4747, s1.loss_bbox: 0.0982, s1.loss_mask: 0.1024, s2.loss_cls: 0.0395, s2.acc: 94.4883, s2.loss_bbox: 0.0587, s2.loss_mask: 0.0473, loss: 1.1982 2022-06-05 10:41:06,270 - mmdet - INFO - Epoch [5][3000/7330] lr: 1.000e-04, eta: 3 days, 22:06:53, time: 1.416, data_time: 0.017, memory: 64749, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0346, loss_semantic_seg: 0.2122, s0.loss_cls: 0.1657, s0.acc: 94.1030, s0.loss_bbox: 0.1006, s0.loss_mask: 0.2249, s1.loss_cls: 0.0766, s1.acc: 94.5565, s1.loss_bbox: 0.1023, s1.loss_mask: 0.1048, s2.loss_cls: 0.0383, s2.acc: 94.5041, s2.loss_bbox: 0.0623, s2.loss_mask: 0.0489, loss: 1.2029 2022-06-05 10:42:17,732 - mmdet - INFO - Epoch [5][3050/7330] lr: 1.000e-04, eta: 3 days, 22:05:27, time: 1.429, data_time: 0.017, memory: 64749, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0365, loss_semantic_seg: 0.2109, s0.loss_cls: 0.1830, s0.acc: 93.4358, s0.loss_bbox: 0.1124, s0.loss_mask: 0.2262, s1.loss_cls: 0.0854, s1.acc: 93.8431, s1.loss_bbox: 0.1154, s1.loss_mask: 0.1051, s2.loss_cls: 0.0433, s2.acc: 93.7757, s2.loss_bbox: 0.0696, s2.loss_mask: 0.0493, loss: 1.2671 2022-06-05 10:43:28,777 - mmdet - INFO - Epoch [5][3100/7330] lr: 1.000e-04, eta: 3 days, 22:03:59, time: 1.421, data_time: 0.015, memory: 64749, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0339, loss_semantic_seg: 0.2157, s0.loss_cls: 0.1715, s0.acc: 93.9451, s0.loss_bbox: 0.1021, s0.loss_mask: 0.2209, s1.loss_cls: 0.0806, s1.acc: 94.3381, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1039, s2.loss_cls: 0.0403, s2.acc: 94.1771, s2.loss_bbox: 0.0648, s2.loss_mask: 0.0487, loss: 1.2197 2022-06-05 10:44:40,298 - mmdet - INFO - Epoch [5][3150/7330] lr: 1.000e-04, eta: 3 days, 22:02:34, time: 1.430, data_time: 0.019, memory: 64749, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0317, loss_semantic_seg: 0.2182, s0.loss_cls: 0.1683, s0.acc: 93.9048, s0.loss_bbox: 0.1027, s0.loss_mask: 0.2221, s1.loss_cls: 0.0796, s1.acc: 94.3149, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1038, s2.loss_cls: 0.0400, s2.acc: 94.1895, s2.loss_bbox: 0.0623, s2.loss_mask: 0.0488, loss: 1.2098 2022-06-05 10:45:52,037 - mmdet - INFO - Epoch [5][3200/7330] lr: 1.000e-04, eta: 3 days, 22:01:11, time: 1.434, data_time: 0.017, memory: 64749, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0309, loss_semantic_seg: 0.2141, s0.loss_cls: 0.1694, s0.acc: 94.0396, s0.loss_bbox: 0.1004, s0.loss_mask: 0.2196, s1.loss_cls: 0.0796, s1.acc: 94.3774, s1.loss_bbox: 0.1027, s1.loss_mask: 0.1028, s2.loss_cls: 0.0394, s2.acc: 94.3260, s2.loss_bbox: 0.0627, s2.loss_mask: 0.0479, loss: 1.1993 2022-06-05 10:47:03,458 - mmdet - INFO - Epoch [5][3250/7330] lr: 1.000e-04, eta: 3 days, 21:59:46, time: 1.429, data_time: 0.015, memory: 64749, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0328, loss_semantic_seg: 0.2128, s0.loss_cls: 0.1727, s0.acc: 93.8801, s0.loss_bbox: 0.1039, s0.loss_mask: 0.2174, s1.loss_cls: 0.0811, s1.acc: 94.2122, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1014, s2.loss_cls: 0.0408, s2.acc: 94.0871, s2.loss_bbox: 0.0650, s2.loss_mask: 0.0478, loss: 1.2109 2022-06-05 10:48:15,630 - mmdet - INFO - Epoch [5][3300/7330] lr: 1.000e-04, eta: 3 days, 21:58:26, time: 1.444, data_time: 0.017, memory: 64749, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0332, loss_semantic_seg: 0.2164, s0.loss_cls: 0.1867, s0.acc: 93.3379, s0.loss_bbox: 0.1088, s0.loss_mask: 0.2319, s1.loss_cls: 0.0886, s1.acc: 93.6969, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1079, s2.loss_cls: 0.0440, s2.acc: 93.5686, s2.loss_bbox: 0.0654, s2.loss_mask: 0.0504, loss: 1.2746 2022-06-05 10:49:26,932 - mmdet - INFO - Epoch [5][3350/7330] lr: 1.000e-04, eta: 3 days, 21:57:00, time: 1.426, data_time: 0.018, memory: 64749, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0321, loss_semantic_seg: 0.2165, s0.loss_cls: 0.1624, s0.acc: 94.2102, s0.loss_bbox: 0.0993, s0.loss_mask: 0.2151, s1.loss_cls: 0.0754, s1.acc: 94.6351, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1007, s2.loss_cls: 0.0380, s2.acc: 94.5093, s2.loss_bbox: 0.0631, s2.loss_mask: 0.0468, loss: 1.1778 2022-06-05 10:50:38,161 - mmdet - INFO - Epoch [5][3400/7330] lr: 1.000e-04, eta: 3 days, 21:55:33, time: 1.424, data_time: 0.016, memory: 64749, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0346, loss_semantic_seg: 0.2263, s0.loss_cls: 0.1955, s0.acc: 93.2102, s0.loss_bbox: 0.1130, s0.loss_mask: 0.2260, s1.loss_cls: 0.0902, s1.acc: 93.7840, s1.loss_bbox: 0.1133, s1.loss_mask: 0.1052, s2.loss_cls: 0.0449, s2.acc: 93.7717, s2.loss_bbox: 0.0680, s2.loss_mask: 0.0492, loss: 1.2963 2022-06-05 10:51:49,735 - mmdet - INFO - Epoch [5][3450/7330] lr: 1.000e-04, eta: 3 days, 21:54:08, time: 1.431, data_time: 0.013, memory: 64749, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0314, loss_semantic_seg: 0.2206, s0.loss_cls: 0.1764, s0.acc: 93.7656, s0.loss_bbox: 0.1019, s0.loss_mask: 0.2150, s1.loss_cls: 0.0823, s1.acc: 94.1404, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1003, s2.loss_cls: 0.0422, s2.acc: 93.9057, s2.loss_bbox: 0.0626, s2.loss_mask: 0.0471, loss: 1.2108 2022-06-05 10:53:01,318 - mmdet - INFO - Epoch [5][3500/7330] lr: 1.000e-04, eta: 3 days, 21:52:45, time: 1.432, data_time: 0.018, memory: 64749, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0334, loss_semantic_seg: 0.2178, s0.loss_cls: 0.1895, s0.acc: 93.2610, s0.loss_bbox: 0.1113, s0.loss_mask: 0.2256, s1.loss_cls: 0.0891, s1.acc: 93.6991, s1.loss_bbox: 0.1131, s1.loss_mask: 0.1054, s2.loss_cls: 0.0449, s2.acc: 93.5406, s2.loss_bbox: 0.0670, s2.loss_mask: 0.0492, loss: 1.2749 2022-06-05 10:54:13,099 - mmdet - INFO - Epoch [5][3550/7330] lr: 1.000e-04, eta: 3 days, 21:51:22, time: 1.436, data_time: 0.015, memory: 64749, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0326, loss_semantic_seg: 0.2160, s0.loss_cls: 0.1812, s0.acc: 93.5835, s0.loss_bbox: 0.1098, s0.loss_mask: 0.2214, s1.loss_cls: 0.0837, s1.acc: 94.0212, s1.loss_bbox: 0.1104, s1.loss_mask: 0.1028, s2.loss_cls: 0.0422, s2.acc: 93.9373, s2.loss_bbox: 0.0655, s2.loss_mask: 0.0477, loss: 1.2409 2022-06-05 10:55:24,696 - mmdet - INFO - Epoch [5][3600/7330] lr: 1.000e-04, eta: 3 days, 21:49:58, time: 1.432, data_time: 0.016, memory: 64749, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0305, loss_semantic_seg: 0.2105, s0.loss_cls: 0.1728, s0.acc: 94.1021, s0.loss_bbox: 0.0970, s0.loss_mask: 0.2120, s1.loss_cls: 0.0811, s1.acc: 94.4715, s1.loss_bbox: 0.1012, s1.loss_mask: 0.0997, s2.loss_cls: 0.0406, s2.acc: 94.2605, s2.loss_bbox: 0.0617, s2.loss_mask: 0.0465, loss: 1.1797 2022-06-05 10:56:36,005 - mmdet - INFO - Epoch [5][3650/7330] lr: 1.000e-04, eta: 3 days, 21:48:32, time: 1.426, data_time: 0.012, memory: 64749, loss_rpn_cls: 0.0360, loss_rpn_bbox: 0.0349, loss_semantic_seg: 0.2215, s0.loss_cls: 0.1855, s0.acc: 93.5273, s0.loss_bbox: 0.1057, s0.loss_mask: 0.2243, s1.loss_cls: 0.0865, s1.acc: 93.9950, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1053, s2.loss_cls: 0.0434, s2.acc: 93.9249, s2.loss_bbox: 0.0655, s2.loss_mask: 0.0489, loss: 1.2655 2022-06-05 10:57:48,321 - mmdet - INFO - Epoch [5][3700/7330] lr: 1.000e-04, eta: 3 days, 21:47:13, time: 1.446, data_time: 0.015, memory: 64749, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0349, loss_semantic_seg: 0.2155, s0.loss_cls: 0.1745, s0.acc: 93.7388, s0.loss_bbox: 0.1059, s0.loss_mask: 0.2251, s1.loss_cls: 0.0818, s1.acc: 94.0481, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1047, s2.loss_cls: 0.0407, s2.acc: 93.9888, s2.loss_bbox: 0.0646, s2.loss_mask: 0.0491, loss: 1.2360 2022-06-05 10:58:59,970 - mmdet - INFO - Epoch [5][3750/7330] lr: 1.000e-04, eta: 3 days, 21:45:50, time: 1.433, data_time: 0.016, memory: 64749, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0335, loss_semantic_seg: 0.2184, s0.loss_cls: 0.1815, s0.acc: 93.6409, s0.loss_bbox: 0.1002, s0.loss_mask: 0.2186, s1.loss_cls: 0.0845, s1.acc: 94.1297, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1029, s2.loss_cls: 0.0422, s2.acc: 94.0550, s2.loss_bbox: 0.0644, s2.loss_mask: 0.0482, loss: 1.2240 2022-06-05 11:00:11,716 - mmdet - INFO - Epoch [5][3800/7330] lr: 1.000e-04, eta: 3 days, 21:44:27, time: 1.435, data_time: 0.017, memory: 64749, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0341, loss_semantic_seg: 0.2152, s0.loss_cls: 0.1816, s0.acc: 93.6021, s0.loss_bbox: 0.1070, s0.loss_mask: 0.2220, s1.loss_cls: 0.0854, s1.acc: 93.9986, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1032, s2.loss_cls: 0.0421, s2.acc: 93.9304, s2.loss_bbox: 0.0649, s2.loss_mask: 0.0485, loss: 1.2421 2022-06-05 11:01:23,139 - mmdet - INFO - Epoch [5][3850/7330] lr: 1.000e-04, eta: 3 days, 21:43:02, time: 1.429, data_time: 0.016, memory: 64749, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0345, loss_semantic_seg: 0.2259, s0.loss_cls: 0.1888, s0.acc: 93.4946, s0.loss_bbox: 0.1101, s0.loss_mask: 0.2219, s1.loss_cls: 0.0870, s1.acc: 94.0362, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1029, s2.loss_cls: 0.0434, s2.acc: 93.8817, s2.loss_bbox: 0.0667, s2.loss_mask: 0.0486, loss: 1.2706 2022-06-05 11:02:34,336 - mmdet - INFO - Epoch [5][3900/7330] lr: 1.000e-04, eta: 3 days, 21:41:35, time: 1.422, data_time: 0.016, memory: 64749, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0323, loss_semantic_seg: 0.2138, s0.loss_cls: 0.1892, s0.acc: 93.4934, s0.loss_bbox: 0.1097, s0.loss_mask: 0.2209, s1.loss_cls: 0.0887, s1.acc: 93.9095, s1.loss_bbox: 0.1115, s1.loss_mask: 0.1027, s2.loss_cls: 0.0445, s2.acc: 93.6901, s2.loss_bbox: 0.0672, s2.loss_mask: 0.0479, loss: 1.2582 2022-06-05 11:03:45,596 - mmdet - INFO - Epoch [5][3950/7330] lr: 1.000e-04, eta: 3 days, 21:40:09, time: 1.425, data_time: 0.018, memory: 64749, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0319, loss_semantic_seg: 0.2132, s0.loss_cls: 0.1777, s0.acc: 93.8186, s0.loss_bbox: 0.1028, s0.loss_mask: 0.2217, s1.loss_cls: 0.0836, s1.acc: 94.1880, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1051, s2.loss_cls: 0.0414, s2.acc: 94.0987, s2.loss_bbox: 0.0648, s2.loss_mask: 0.0495, loss: 1.2274 2022-06-05 11:04:56,879 - mmdet - INFO - Epoch [5][4000/7330] lr: 1.000e-04, eta: 3 days, 21:38:44, time: 1.428, data_time: 0.017, memory: 64749, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0326, loss_semantic_seg: 0.2274, s0.loss_cls: 0.1789, s0.acc: 93.7529, s0.loss_bbox: 0.1057, s0.loss_mask: 0.2256, s1.loss_cls: 0.0835, s1.acc: 94.2069, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1045, s2.loss_cls: 0.0415, s2.acc: 94.1258, s2.loss_bbox: 0.0638, s2.loss_mask: 0.0488, loss: 1.2503 2022-06-05 11:06:08,558 - mmdet - INFO - Epoch [5][4050/7330] lr: 1.000e-04, eta: 3 days, 21:37:21, time: 1.434, data_time: 0.017, memory: 64749, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0333, loss_semantic_seg: 0.2142, s0.loss_cls: 0.1807, s0.acc: 93.6245, s0.loss_bbox: 0.1068, s0.loss_mask: 0.2285, s1.loss_cls: 0.0842, s1.acc: 94.1240, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1055, s2.loss_cls: 0.0418, s2.acc: 94.0664, s2.loss_bbox: 0.0646, s2.loss_mask: 0.0494, loss: 1.2485 2022-06-05 11:07:20,146 - mmdet - INFO - Epoch [5][4100/7330] lr: 1.000e-04, eta: 3 days, 21:35:58, time: 1.432, data_time: 0.016, memory: 64749, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0330, loss_semantic_seg: 0.2043, s0.loss_cls: 0.1797, s0.acc: 93.5977, s0.loss_bbox: 0.1060, s0.loss_mask: 0.2237, s1.loss_cls: 0.0846, s1.acc: 94.0150, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1051, s2.loss_cls: 0.0422, s2.acc: 93.8710, s2.loss_bbox: 0.0646, s2.loss_mask: 0.0494, loss: 1.2297 2022-06-05 11:08:31,732 - mmdet - INFO - Epoch [5][4150/7330] lr: 1.000e-04, eta: 3 days, 21:34:34, time: 1.432, data_time: 0.016, memory: 64749, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0359, loss_semantic_seg: 0.2132, s0.loss_cls: 0.1843, s0.acc: 93.3843, s0.loss_bbox: 0.1102, s0.loss_mask: 0.2252, s1.loss_cls: 0.0857, s1.acc: 93.8681, s1.loss_bbox: 0.1107, s1.loss_mask: 0.1048, s2.loss_cls: 0.0432, s2.acc: 93.7887, s2.loss_bbox: 0.0655, s2.loss_mask: 0.0490, loss: 1.2589 2022-06-05 11:09:41,945 - mmdet - INFO - Epoch [5][4200/7330] lr: 1.000e-04, eta: 3 days, 21:33:01, time: 1.404, data_time: 0.019, memory: 64749, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0350, loss_semantic_seg: 0.2165, s0.loss_cls: 0.1770, s0.acc: 93.6694, s0.loss_bbox: 0.1066, s0.loss_mask: 0.2340, s1.loss_cls: 0.0839, s1.acc: 94.0413, s1.loss_bbox: 0.1096, s1.loss_mask: 0.1094, s2.loss_cls: 0.0424, s2.acc: 93.7944, s2.loss_bbox: 0.0647, s2.loss_mask: 0.0510, loss: 1.2602 2022-06-05 11:10:52,699 - mmdet - INFO - Epoch [5][4250/7330] lr: 1.000e-04, eta: 3 days, 21:31:32, time: 1.415, data_time: 0.013, memory: 64749, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0320, loss_semantic_seg: 0.2096, s0.loss_cls: 0.1793, s0.acc: 93.5942, s0.loss_bbox: 0.1054, s0.loss_mask: 0.2235, s1.loss_cls: 0.0838, s1.acc: 94.0595, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1042, s2.loss_cls: 0.0416, s2.acc: 94.0097, s2.loss_bbox: 0.0660, s2.loss_mask: 0.0493, loss: 1.2308 2022-06-05 11:12:04,194 - mmdet - INFO - Epoch [5][4300/7330] lr: 1.000e-04, eta: 3 days, 21:30:08, time: 1.430, data_time: 0.019, memory: 64749, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0338, loss_semantic_seg: 0.2254, s0.loss_cls: 0.1835, s0.acc: 93.5159, s0.loss_bbox: 0.1086, s0.loss_mask: 0.2258, s1.loss_cls: 0.0867, s1.acc: 93.8389, s1.loss_bbox: 0.1115, s1.loss_mask: 0.1049, s2.loss_cls: 0.0437, s2.acc: 93.6832, s2.loss_bbox: 0.0659, s2.loss_mask: 0.0487, loss: 1.2671 2022-06-05 11:13:15,870 - mmdet - INFO - Epoch [5][4350/7330] lr: 1.000e-04, eta: 3 days, 21:28:45, time: 1.434, data_time: 0.015, memory: 64749, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0342, loss_semantic_seg: 0.2078, s0.loss_cls: 0.1755, s0.acc: 93.8315, s0.loss_bbox: 0.1067, s0.loss_mask: 0.2261, s1.loss_cls: 0.0807, s1.acc: 94.3090, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1061, s2.loss_cls: 0.0404, s2.acc: 94.2677, s2.loss_bbox: 0.0671, s2.loss_mask: 0.0500, loss: 1.2323 2022-06-05 11:14:27,833 - mmdet - INFO - Epoch [5][4400/7330] lr: 1.000e-04, eta: 3 days, 21:27:23, time: 1.437, data_time: 0.020, memory: 64749, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0331, loss_semantic_seg: 0.2241, s0.loss_cls: 0.1766, s0.acc: 93.6921, s0.loss_bbox: 0.1092, s0.loss_mask: 0.2259, s1.loss_cls: 0.0825, s1.acc: 94.0648, s1.loss_bbox: 0.1121, s1.loss_mask: 0.1041, s2.loss_cls: 0.0415, s2.acc: 93.9405, s2.loss_bbox: 0.0655, s2.loss_mask: 0.0482, loss: 1.2490 2022-06-05 11:15:40,043 - mmdet - INFO - Epoch [5][4450/7330] lr: 1.000e-04, eta: 3 days, 21:26:05, time: 1.446, data_time: 0.019, memory: 64749, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0335, loss_semantic_seg: 0.2126, s0.loss_cls: 0.1870, s0.acc: 93.4504, s0.loss_bbox: 0.1085, s0.loss_mask: 0.2278, s1.loss_cls: 0.0865, s1.acc: 93.9237, s1.loss_bbox: 0.1125, s1.loss_mask: 0.1064, s2.loss_cls: 0.0440, s2.acc: 93.6703, s2.loss_bbox: 0.0679, s2.loss_mask: 0.0497, loss: 1.2674 2022-06-05 11:16:52,994 - mmdet - INFO - Epoch [5][4500/7330] lr: 1.000e-04, eta: 3 days, 21:24:51, time: 1.459, data_time: 0.016, memory: 64749, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0344, loss_semantic_seg: 0.2231, s0.loss_cls: 0.1836, s0.acc: 93.6025, s0.loss_bbox: 0.1077, s0.loss_mask: 0.2258, s1.loss_cls: 0.0859, s1.acc: 93.9795, s1.loss_bbox: 0.1097, s1.loss_mask: 0.1052, s2.loss_cls: 0.0436, s2.acc: 93.8366, s2.loss_bbox: 0.0670, s2.loss_mask: 0.0493, loss: 1.2639 2022-06-05 11:18:03,973 - mmdet - INFO - Epoch [5][4550/7330] lr: 1.000e-04, eta: 3 days, 21:23:24, time: 1.420, data_time: 0.018, memory: 64749, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0330, loss_semantic_seg: 0.2065, s0.loss_cls: 0.1750, s0.acc: 93.7278, s0.loss_bbox: 0.1060, s0.loss_mask: 0.2184, s1.loss_cls: 0.0839, s1.acc: 94.0329, s1.loss_bbox: 0.1116, s1.loss_mask: 0.1018, s2.loss_cls: 0.0423, s2.acc: 93.8571, s2.loss_bbox: 0.0675, s2.loss_mask: 0.0480, loss: 1.2230 2022-06-05 11:19:15,658 - mmdet - INFO - Epoch [5][4600/7330] lr: 1.000e-04, eta: 3 days, 21:22:01, time: 1.434, data_time: 0.017, memory: 64749, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0330, loss_semantic_seg: 0.2169, s0.loss_cls: 0.1833, s0.acc: 93.6035, s0.loss_bbox: 0.1051, s0.loss_mask: 0.2209, s1.loss_cls: 0.0853, s1.acc: 94.0446, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1038, s2.loss_cls: 0.0426, s2.acc: 93.9245, s2.loss_bbox: 0.0648, s2.loss_mask: 0.0489, loss: 1.2426 2022-06-05 11:20:26,929 - mmdet - INFO - Epoch [5][4650/7330] lr: 1.000e-04, eta: 3 days, 21:20:36, time: 1.425, data_time: 0.016, memory: 64749, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0297, loss_semantic_seg: 0.2174, s0.loss_cls: 0.1857, s0.acc: 93.4724, s0.loss_bbox: 0.1088, s0.loss_mask: 0.2167, s1.loss_cls: 0.0865, s1.acc: 93.9092, s1.loss_bbox: 0.1109, s1.loss_mask: 0.1001, s2.loss_cls: 0.0431, s2.acc: 93.8044, s2.loss_bbox: 0.0677, s2.loss_mask: 0.0467, loss: 1.2416 2022-06-05 11:21:38,501 - mmdet - INFO - Epoch [5][4700/7330] lr: 1.000e-04, eta: 3 days, 21:19:12, time: 1.431, data_time: 0.013, memory: 64749, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0327, loss_semantic_seg: 0.2117, s0.loss_cls: 0.1970, s0.acc: 93.1274, s0.loss_bbox: 0.1102, s0.loss_mask: 0.2199, s1.loss_cls: 0.0932, s1.acc: 93.4737, s1.loss_bbox: 0.1144, s1.loss_mask: 0.1026, s2.loss_cls: 0.0468, s2.acc: 93.2813, s2.loss_bbox: 0.0678, s2.loss_mask: 0.0478, loss: 1.2738 2022-06-05 11:22:50,432 - mmdet - INFO - Epoch [5][4750/7330] lr: 1.000e-04, eta: 3 days, 21:17:51, time: 1.437, data_time: 0.019, memory: 64749, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0333, loss_semantic_seg: 0.2115, s0.loss_cls: 0.1851, s0.acc: 93.3723, s0.loss_bbox: 0.1079, s0.loss_mask: 0.2271, s1.loss_cls: 0.0875, s1.acc: 93.7810, s1.loss_bbox: 0.1114, s1.loss_mask: 0.1062, s2.loss_cls: 0.0446, s2.acc: 93.5341, s2.loss_bbox: 0.0685, s2.loss_mask: 0.0500, loss: 1.2605 2022-06-05 11:24:02,252 - mmdet - INFO - Epoch [5][4800/7330] lr: 1.000e-04, eta: 3 days, 21:16:30, time: 1.438, data_time: 0.019, memory: 64749, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0306, loss_semantic_seg: 0.2097, s0.loss_cls: 0.1763, s0.acc: 93.7830, s0.loss_bbox: 0.1038, s0.loss_mask: 0.2226, s1.loss_cls: 0.0827, s1.acc: 94.1138, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1027, s2.loss_cls: 0.0409, s2.acc: 94.1124, s2.loss_bbox: 0.0671, s2.loss_mask: 0.0483, loss: 1.2175 2022-06-05 11:25:14,352 - mmdet - INFO - Epoch [5][4850/7330] lr: 1.000e-04, eta: 3 days, 21:15:10, time: 1.442, data_time: 0.016, memory: 64749, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0331, loss_semantic_seg: 0.2100, s0.loss_cls: 0.1836, s0.acc: 93.4375, s0.loss_bbox: 0.1104, s0.loss_mask: 0.2203, s1.loss_cls: 0.0863, s1.acc: 93.8781, s1.loss_bbox: 0.1117, s1.loss_mask: 0.1027, s2.loss_cls: 0.0434, s2.acc: 93.6946, s2.loss_bbox: 0.0674, s2.loss_mask: 0.0483, loss: 1.2455 2022-06-05 11:26:25,388 - mmdet - INFO - Epoch [5][4900/7330] lr: 1.000e-04, eta: 3 days, 21:13:44, time: 1.421, data_time: 0.015, memory: 64749, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0347, loss_semantic_seg: 0.2207, s0.loss_cls: 0.1916, s0.acc: 93.1560, s0.loss_bbox: 0.1132, s0.loss_mask: 0.2202, s1.loss_cls: 0.0893, s1.acc: 93.6158, s1.loss_bbox: 0.1140, s1.loss_mask: 0.1019, s2.loss_cls: 0.0446, s2.acc: 93.5992, s2.loss_bbox: 0.0686, s2.loss_mask: 0.0476, loss: 1.2752 2022-06-05 11:27:37,856 - mmdet - INFO - Epoch [5][4950/7330] lr: 1.000e-04, eta: 3 days, 21:12:27, time: 1.449, data_time: 0.017, memory: 64749, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0350, loss_semantic_seg: 0.2111, s0.loss_cls: 0.1949, s0.acc: 93.3193, s0.loss_bbox: 0.1087, s0.loss_mask: 0.2144, s1.loss_cls: 0.0899, s1.acc: 93.8365, s1.loss_bbox: 0.1102, s1.loss_mask: 0.1012, s2.loss_cls: 0.0447, s2.acc: 93.7323, s2.loss_bbox: 0.0669, s2.loss_mask: 0.0478, loss: 1.2542 2022-06-05 11:28:49,464 - mmdet - INFO - Epoch [5][5000/7330] lr: 1.000e-04, eta: 3 days, 21:11:04, time: 1.432, data_time: 0.020, memory: 64749, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0309, loss_semantic_seg: 0.2258, s0.loss_cls: 0.1890, s0.acc: 93.3721, s0.loss_bbox: 0.1104, s0.loss_mask: 0.2244, s1.loss_cls: 0.0879, s1.acc: 93.8126, s1.loss_bbox: 0.1137, s1.loss_mask: 0.1056, s2.loss_cls: 0.0435, s2.acc: 93.7774, s2.loss_bbox: 0.0694, s2.loss_mask: 0.0494, loss: 1.2785 2022-06-05 11:30:01,118 - mmdet - INFO - Epoch [5][5050/7330] lr: 1.000e-04, eta: 3 days, 21:09:41, time: 1.433, data_time: 0.013, memory: 64749, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0310, loss_semantic_seg: 0.2112, s0.loss_cls: 0.1879, s0.acc: 93.4451, s0.loss_bbox: 0.1052, s0.loss_mask: 0.2126, s1.loss_cls: 0.0863, s1.acc: 93.8834, s1.loss_bbox: 0.1067, s1.loss_mask: 0.0991, s2.loss_cls: 0.0427, s2.acc: 93.7692, s2.loss_bbox: 0.0650, s2.loss_mask: 0.0464, loss: 1.2213 2022-06-05 11:31:13,113 - mmdet - INFO - Epoch [5][5100/7330] lr: 1.000e-04, eta: 3 days, 21:08:21, time: 1.440, data_time: 0.018, memory: 64749, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0357, loss_semantic_seg: 0.2104, s0.loss_cls: 0.1888, s0.acc: 93.2729, s0.loss_bbox: 0.1129, s0.loss_mask: 0.2194, s1.loss_cls: 0.0877, s1.acc: 93.7531, s1.loss_bbox: 0.1160, s1.loss_mask: 0.1029, s2.loss_cls: 0.0432, s2.acc: 93.6377, s2.loss_bbox: 0.0703, s2.loss_mask: 0.0482, loss: 1.2643 2022-06-05 11:32:24,990 - mmdet - INFO - Epoch [5][5150/7330] lr: 1.000e-04, eta: 3 days, 21:07:00, time: 1.438, data_time: 0.016, memory: 64749, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0320, loss_semantic_seg: 0.2079, s0.loss_cls: 0.1899, s0.acc: 93.2488, s0.loss_bbox: 0.1099, s0.loss_mask: 0.2228, s1.loss_cls: 0.0889, s1.acc: 93.6863, s1.loss_bbox: 0.1151, s1.loss_mask: 0.1040, s2.loss_cls: 0.0451, s2.acc: 93.4279, s2.loss_bbox: 0.0698, s2.loss_mask: 0.0485, loss: 1.2603 2022-06-05 11:33:36,711 - mmdet - INFO - Epoch [5][5200/7330] lr: 1.000e-04, eta: 3 days, 21:05:38, time: 1.434, data_time: 0.017, memory: 64749, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0339, loss_semantic_seg: 0.2150, s0.loss_cls: 0.1875, s0.acc: 93.4333, s0.loss_bbox: 0.1137, s0.loss_mask: 0.2149, s1.loss_cls: 0.0864, s1.acc: 93.9052, s1.loss_bbox: 0.1137, s1.loss_mask: 0.0997, s2.loss_cls: 0.0429, s2.acc: 93.8337, s2.loss_bbox: 0.0685, s2.loss_mask: 0.0470, loss: 1.2507 2022-06-05 11:34:49,702 - mmdet - INFO - Epoch [5][5250/7330] lr: 1.000e-04, eta: 3 days, 21:04:24, time: 1.459, data_time: 0.014, memory: 64749, loss_rpn_cls: 0.0348, loss_rpn_bbox: 0.0355, loss_semantic_seg: 0.2151, s0.loss_cls: 0.2018, s0.acc: 93.0034, s0.loss_bbox: 0.1148, s0.loss_mask: 0.2291, s1.loss_cls: 0.0952, s1.acc: 93.3402, s1.loss_bbox: 0.1161, s1.loss_mask: 0.1058, s2.loss_cls: 0.0475, s2.acc: 93.2345, s2.loss_bbox: 0.0698, s2.loss_mask: 0.0489, loss: 1.3142 2022-06-05 11:36:02,023 - mmdet - INFO - Epoch [5][5300/7330] lr: 1.000e-04, eta: 3 days, 21:03:07, time: 1.447, data_time: 0.017, memory: 64749, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0343, loss_semantic_seg: 0.2185, s0.loss_cls: 0.1871, s0.acc: 93.3364, s0.loss_bbox: 0.1095, s0.loss_mask: 0.2170, s1.loss_cls: 0.0875, s1.acc: 93.7505, s1.loss_bbox: 0.1117, s1.loss_mask: 0.1025, s2.loss_cls: 0.0436, s2.acc: 93.6447, s2.loss_bbox: 0.0682, s2.loss_mask: 0.0480, loss: 1.2586 2022-06-05 11:37:14,505 - mmdet - INFO - Epoch [5][5350/7330] lr: 1.000e-04, eta: 3 days, 21:01:50, time: 1.449, data_time: 0.019, memory: 64749, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0343, loss_semantic_seg: 0.2177, s0.loss_cls: 0.1815, s0.acc: 93.6042, s0.loss_bbox: 0.1063, s0.loss_mask: 0.2238, s1.loss_cls: 0.0850, s1.acc: 94.0265, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1049, s2.loss_cls: 0.0431, s2.acc: 93.7990, s2.loss_bbox: 0.0667, s2.loss_mask: 0.0491, loss: 1.2464 2022-06-05 11:38:26,063 - mmdet - INFO - Epoch [5][5400/7330] lr: 1.000e-04, eta: 3 days, 21:00:27, time: 1.431, data_time: 0.020, memory: 64749, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0317, loss_semantic_seg: 0.2177, s0.loss_cls: 0.1892, s0.acc: 93.3130, s0.loss_bbox: 0.1091, s0.loss_mask: 0.2245, s1.loss_cls: 0.0890, s1.acc: 93.6845, s1.loss_bbox: 0.1135, s1.loss_mask: 0.1041, s2.loss_cls: 0.0442, s2.acc: 93.5863, s2.loss_bbox: 0.0691, s2.loss_mask: 0.0485, loss: 1.2682 2022-06-05 11:39:37,830 - mmdet - INFO - Epoch [5][5450/7330] lr: 1.000e-04, eta: 3 days, 20:59:05, time: 1.435, data_time: 0.015, memory: 64749, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0356, loss_semantic_seg: 0.2123, s0.loss_cls: 0.2008, s0.acc: 93.0242, s0.loss_bbox: 0.1154, s0.loss_mask: 0.2270, s1.loss_cls: 0.0931, s1.acc: 93.4682, s1.loss_bbox: 0.1176, s1.loss_mask: 0.1059, s2.loss_cls: 0.0465, s2.acc: 93.3435, s2.loss_bbox: 0.0712, s2.loss_mask: 0.0496, loss: 1.3048 2022-06-05 11:40:49,349 - mmdet - INFO - Epoch [5][5500/7330] lr: 1.000e-04, eta: 3 days, 20:57:42, time: 1.430, data_time: 0.019, memory: 64749, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0329, loss_semantic_seg: 0.2164, s0.loss_cls: 0.1908, s0.acc: 93.3193, s0.loss_bbox: 0.1130, s0.loss_mask: 0.2278, s1.loss_cls: 0.0892, s1.acc: 93.7881, s1.loss_bbox: 0.1132, s1.loss_mask: 0.1064, s2.loss_cls: 0.0442, s2.acc: 93.7624, s2.loss_bbox: 0.0678, s2.loss_mask: 0.0497, loss: 1.2841 2022-06-05 11:42:00,388 - mmdet - INFO - Epoch [5][5550/7330] lr: 1.000e-04, eta: 3 days, 20:56:16, time: 1.421, data_time: 0.016, memory: 64749, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0344, loss_semantic_seg: 0.2105, s0.loss_cls: 0.1855, s0.acc: 93.4966, s0.loss_bbox: 0.1102, s0.loss_mask: 0.2241, s1.loss_cls: 0.0886, s1.acc: 93.8173, s1.loss_bbox: 0.1123, s1.loss_mask: 0.1036, s2.loss_cls: 0.0442, s2.acc: 93.7460, s2.loss_bbox: 0.0684, s2.loss_mask: 0.0487, loss: 1.2604 2022-06-05 11:43:13,611 - mmdet - INFO - Epoch [5][5600/7330] lr: 1.000e-04, eta: 3 days, 20:55:04, time: 1.464, data_time: 0.018, memory: 64749, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0339, loss_semantic_seg: 0.2135, s0.loss_cls: 0.1857, s0.acc: 93.5098, s0.loss_bbox: 0.1108, s0.loss_mask: 0.2231, s1.loss_cls: 0.0871, s1.acc: 93.9430, s1.loss_bbox: 0.1139, s1.loss_mask: 0.1047, s2.loss_cls: 0.0438, s2.acc: 93.7665, s2.loss_bbox: 0.0693, s2.loss_mask: 0.0492, loss: 1.2625 2022-06-05 11:44:24,572 - mmdet - INFO - Epoch [5][5650/7330] lr: 1.000e-04, eta: 3 days, 20:53:37, time: 1.419, data_time: 0.017, memory: 64749, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0312, loss_semantic_seg: 0.2232, s0.loss_cls: 0.1924, s0.acc: 93.1538, s0.loss_bbox: 0.1127, s0.loss_mask: 0.2270, s1.loss_cls: 0.0895, s1.acc: 93.6836, s1.loss_bbox: 0.1176, s1.loss_mask: 0.1059, s2.loss_cls: 0.0447, s2.acc: 93.5370, s2.loss_bbox: 0.0690, s2.loss_mask: 0.0500, loss: 1.2923 2022-06-05 11:45:36,546 - mmdet - INFO - Epoch [5][5700/7330] lr: 1.000e-04, eta: 3 days, 20:52:17, time: 1.439, data_time: 0.017, memory: 64749, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0317, loss_semantic_seg: 0.2139, s0.loss_cls: 0.1855, s0.acc: 93.4597, s0.loss_bbox: 0.1071, s0.loss_mask: 0.2120, s1.loss_cls: 0.0862, s1.acc: 93.9796, s1.loss_bbox: 0.1102, s1.loss_mask: 0.0996, s2.loss_cls: 0.0443, s2.acc: 93.6957, s2.loss_bbox: 0.0684, s2.loss_mask: 0.0466, loss: 1.2331 2022-06-05 11:46:48,816 - mmdet - INFO - Epoch [5][5750/7330] lr: 1.000e-04, eta: 3 days, 20:50:59, time: 1.446, data_time: 0.016, memory: 64749, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0367, loss_semantic_seg: 0.2103, s0.loss_cls: 0.1922, s0.acc: 93.1309, s0.loss_bbox: 0.1129, s0.loss_mask: 0.2280, s1.loss_cls: 0.0908, s1.acc: 93.4755, s1.loss_bbox: 0.1172, s1.loss_mask: 0.1064, s2.loss_cls: 0.0446, s2.acc: 93.5536, s2.loss_bbox: 0.0711, s2.loss_mask: 0.0493, loss: 1.2888 2022-06-05 11:47:59,564 - mmdet - INFO - Epoch [5][5800/7330] lr: 1.000e-04, eta: 3 days, 20:49:31, time: 1.415, data_time: 0.018, memory: 64749, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0325, loss_semantic_seg: 0.2185, s0.loss_cls: 0.1804, s0.acc: 93.7161, s0.loss_bbox: 0.1049, s0.loss_mask: 0.2217, s1.loss_cls: 0.0853, s1.acc: 94.0814, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1046, s2.loss_cls: 0.0430, s2.acc: 93.8621, s2.loss_bbox: 0.0641, s2.loss_mask: 0.0490, loss: 1.2393 2022-06-05 11:49:10,702 - mmdet - INFO - Epoch [5][5850/7330] lr: 1.000e-04, eta: 3 days, 20:48:06, time: 1.423, data_time: 0.017, memory: 64749, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0338, loss_semantic_seg: 0.2048, s0.loss_cls: 0.1828, s0.acc: 93.6179, s0.loss_bbox: 0.1083, s0.loss_mask: 0.2299, s1.loss_cls: 0.0845, s1.acc: 94.0954, s1.loss_bbox: 0.1100, s1.loss_mask: 0.1066, s2.loss_cls: 0.0425, s2.acc: 93.9226, s2.loss_bbox: 0.0662, s2.loss_mask: 0.0495, loss: 1.2493 2022-06-05 11:50:21,956 - mmdet - INFO - Epoch [5][5900/7330] lr: 1.000e-04, eta: 3 days, 20:46:41, time: 1.425, data_time: 0.024, memory: 64749, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0317, loss_semantic_seg: 0.2191, s0.loss_cls: 0.1789, s0.acc: 93.6892, s0.loss_bbox: 0.1040, s0.loss_mask: 0.2194, s1.loss_cls: 0.0842, s1.acc: 94.0542, s1.loss_bbox: 0.1087, s1.loss_mask: 0.1021, s2.loss_cls: 0.0421, s2.acc: 93.9604, s2.loss_bbox: 0.0652, s2.loss_mask: 0.0478, loss: 1.2302 2022-06-05 11:51:33,965 - mmdet - INFO - Epoch [5][5950/7330] lr: 1.000e-04, eta: 3 days, 20:45:21, time: 1.439, data_time: 0.018, memory: 64749, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0323, loss_semantic_seg: 0.2149, s0.loss_cls: 0.1904, s0.acc: 93.3362, s0.loss_bbox: 0.1114, s0.loss_mask: 0.2233, s1.loss_cls: 0.0892, s1.acc: 93.6837, s1.loss_bbox: 0.1130, s1.loss_mask: 0.1048, s2.loss_cls: 0.0445, s2.acc: 93.6054, s2.loss_bbox: 0.0673, s2.loss_mask: 0.0487, loss: 1.2698 2022-06-05 11:52:45,733 - mmdet - INFO - Epoch [5][6000/7330] lr: 1.000e-04, eta: 3 days, 20:44:00, time: 1.437, data_time: 0.018, memory: 64749, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0325, loss_semantic_seg: 0.2065, s0.loss_cls: 0.1849, s0.acc: 93.5288, s0.loss_bbox: 0.1062, s0.loss_mask: 0.2138, s1.loss_cls: 0.0858, s1.acc: 94.0546, s1.loss_bbox: 0.1082, s1.loss_mask: 0.0998, s2.loss_cls: 0.0429, s2.acc: 93.8657, s2.loss_bbox: 0.0664, s2.loss_mask: 0.0468, loss: 1.2236 2022-06-05 11:53:57,445 - mmdet - INFO - Epoch [5][6050/7330] lr: 1.000e-04, eta: 3 days, 20:42:39, time: 1.434, data_time: 0.016, memory: 64749, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0341, loss_semantic_seg: 0.2211, s0.loss_cls: 0.1949, s0.acc: 93.2554, s0.loss_bbox: 0.1088, s0.loss_mask: 0.2174, s1.loss_cls: 0.0899, s1.acc: 93.8273, s1.loss_bbox: 0.1110, s1.loss_mask: 0.1015, s2.loss_cls: 0.0444, s2.acc: 93.7138, s2.loss_bbox: 0.0676, s2.loss_mask: 0.0480, loss: 1.2691 2022-06-05 11:55:09,631 - mmdet - INFO - Epoch [5][6100/7330] lr: 1.000e-04, eta: 3 days, 20:41:20, time: 1.444, data_time: 0.015, memory: 64749, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0352, loss_semantic_seg: 0.2155, s0.loss_cls: 0.1808, s0.acc: 93.6692, s0.loss_bbox: 0.1054, s0.loss_mask: 0.2200, s1.loss_cls: 0.0845, s1.acc: 94.1247, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1022, s2.loss_cls: 0.0423, s2.acc: 93.9675, s2.loss_bbox: 0.0661, s2.loss_mask: 0.0477, loss: 1.2390 2022-06-05 11:56:21,081 - mmdet - INFO - Epoch [5][6150/7330] lr: 1.000e-04, eta: 3 days, 20:39:57, time: 1.429, data_time: 0.017, memory: 64749, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0309, loss_semantic_seg: 0.2143, s0.loss_cls: 0.1799, s0.acc: 93.7925, s0.loss_bbox: 0.1039, s0.loss_mask: 0.2180, s1.loss_cls: 0.0831, s1.acc: 94.3874, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1021, s2.loss_cls: 0.0413, s2.acc: 94.1930, s2.loss_bbox: 0.0662, s2.loss_mask: 0.0481, loss: 1.2201 2022-06-05 11:57:33,151 - mmdet - INFO - Epoch [5][6200/7330] lr: 1.000e-04, eta: 3 days, 20:38:38, time: 1.441, data_time: 0.019, memory: 64749, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0354, loss_semantic_seg: 0.2241, s0.loss_cls: 0.1806, s0.acc: 93.5032, s0.loss_bbox: 0.1074, s0.loss_mask: 0.2204, s1.loss_cls: 0.0860, s1.acc: 93.7905, s1.loss_bbox: 0.1089, s1.loss_mask: 0.1031, s2.loss_cls: 0.0434, s2.acc: 93.5711, s2.loss_bbox: 0.0663, s2.loss_mask: 0.0482, loss: 1.2533 2022-06-05 11:58:45,152 - mmdet - INFO - Epoch [5][6250/7330] lr: 1.000e-04, eta: 3 days, 20:37:18, time: 1.441, data_time: 0.018, memory: 64749, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0321, loss_semantic_seg: 0.2205, s0.loss_cls: 0.1841, s0.acc: 93.4868, s0.loss_bbox: 0.1075, s0.loss_mask: 0.2213, s1.loss_cls: 0.0867, s1.acc: 93.8769, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1031, s2.loss_cls: 0.0433, s2.acc: 93.7613, s2.loss_bbox: 0.0657, s2.loss_mask: 0.0482, loss: 1.2507 2022-06-05 11:59:57,470 - mmdet - INFO - Epoch [5][6300/7330] lr: 1.000e-04, eta: 3 days, 20:36:01, time: 1.447, data_time: 0.013, memory: 64749, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0324, loss_semantic_seg: 0.2130, s0.loss_cls: 0.1924, s0.acc: 93.3599, s0.loss_bbox: 0.1080, s0.loss_mask: 0.2185, s1.loss_cls: 0.0894, s1.acc: 93.7712, s1.loss_bbox: 0.1100, s1.loss_mask: 0.1020, s2.loss_cls: 0.0449, s2.acc: 93.6995, s2.loss_bbox: 0.0675, s2.loss_mask: 0.0474, loss: 1.2556 2022-06-05 12:01:10,448 - mmdet - INFO - Epoch [5][6350/7330] lr: 1.000e-04, eta: 3 days, 20:34:47, time: 1.460, data_time: 0.021, memory: 64749, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0324, loss_semantic_seg: 0.2115, s0.loss_cls: 0.1815, s0.acc: 93.6865, s0.loss_bbox: 0.1044, s0.loss_mask: 0.2221, s1.loss_cls: 0.0847, s1.acc: 94.1484, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1040, s2.loss_cls: 0.0416, s2.acc: 94.0870, s2.loss_bbox: 0.0655, s2.loss_mask: 0.0483, loss: 1.2319 2022-06-05 12:02:22,784 - mmdet - INFO - Epoch [5][6400/7330] lr: 1.000e-04, eta: 3 days, 20:33:30, time: 1.446, data_time: 0.018, memory: 64749, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0351, loss_semantic_seg: 0.2109, s0.loss_cls: 0.1869, s0.acc: 93.4111, s0.loss_bbox: 0.1122, s0.loss_mask: 0.2265, s1.loss_cls: 0.0870, s1.acc: 93.9004, s1.loss_bbox: 0.1142, s1.loss_mask: 0.1065, s2.loss_cls: 0.0435, s2.acc: 93.6038, s2.loss_bbox: 0.0679, s2.loss_mask: 0.0498, loss: 1.2710 2022-06-05 12:03:35,589 - mmdet - INFO - Epoch [5][6450/7330] lr: 1.000e-04, eta: 3 days, 20:32:15, time: 1.456, data_time: 0.016, memory: 64749, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0335, loss_semantic_seg: 0.2076, s0.loss_cls: 0.1761, s0.acc: 93.6411, s0.loss_bbox: 0.1068, s0.loss_mask: 0.2218, s1.loss_cls: 0.0828, s1.acc: 94.0914, s1.loss_bbox: 0.1093, s1.loss_mask: 0.1042, s2.loss_cls: 0.0409, s2.acc: 94.0746, s2.loss_bbox: 0.0660, s2.loss_mask: 0.0487, loss: 1.2267 2022-06-05 12:04:46,867 - mmdet - INFO - Epoch [5][6500/7330] lr: 1.000e-04, eta: 3 days, 20:30:51, time: 1.426, data_time: 0.017, memory: 64749, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0331, loss_semantic_seg: 0.2206, s0.loss_cls: 0.1801, s0.acc: 93.7083, s0.loss_bbox: 0.1037, s0.loss_mask: 0.2223, s1.loss_cls: 0.0853, s1.acc: 94.0475, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1042, s2.loss_cls: 0.0428, s2.acc: 93.9062, s2.loss_bbox: 0.0644, s2.loss_mask: 0.0491, loss: 1.2409 2022-06-05 12:05:58,539 - mmdet - INFO - Epoch [5][6550/7330] lr: 1.000e-04, eta: 3 days, 20:29:30, time: 1.433, data_time: 0.013, memory: 64749, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0336, loss_semantic_seg: 0.2088, s0.loss_cls: 0.1831, s0.acc: 93.5227, s0.loss_bbox: 0.1066, s0.loss_mask: 0.2217, s1.loss_cls: 0.0863, s1.acc: 93.9107, s1.loss_bbox: 0.1099, s1.loss_mask: 0.1034, s2.loss_cls: 0.0428, s2.acc: 93.8610, s2.loss_bbox: 0.0660, s2.loss_mask: 0.0482, loss: 1.2396 2022-06-05 12:07:10,909 - mmdet - INFO - Epoch [5][6600/7330] lr: 1.000e-04, eta: 3 days, 20:28:12, time: 1.445, data_time: 0.016, memory: 64749, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0330, loss_semantic_seg: 0.2132, s0.loss_cls: 0.1764, s0.acc: 93.7759, s0.loss_bbox: 0.1040, s0.loss_mask: 0.2165, s1.loss_cls: 0.0830, s1.acc: 94.1190, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1005, s2.loss_cls: 0.0417, s2.acc: 93.9666, s2.loss_bbox: 0.0619, s2.loss_mask: 0.0469, loss: 1.2099 2022-06-05 12:08:22,634 - mmdet - INFO - Epoch [5][6650/7330] lr: 1.000e-04, eta: 3 days, 20:26:52, time: 1.437, data_time: 0.018, memory: 64749, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0299, loss_semantic_seg: 0.2167, s0.loss_cls: 0.1728, s0.acc: 93.8474, s0.loss_bbox: 0.1015, s0.loss_mask: 0.2208, s1.loss_cls: 0.0810, s1.acc: 94.2903, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1030, s2.loss_cls: 0.0408, s2.acc: 94.0870, s2.loss_bbox: 0.0654, s2.loss_mask: 0.0482, loss: 1.2132 2022-06-05 12:09:34,834 - mmdet - INFO - Epoch [5][6700/7330] lr: 1.000e-04, eta: 3 days, 20:25:33, time: 1.444, data_time: 0.015, memory: 64749, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0345, loss_semantic_seg: 0.2072, s0.loss_cls: 0.1896, s0.acc: 93.2827, s0.loss_bbox: 0.1093, s0.loss_mask: 0.2280, s1.loss_cls: 0.0892, s1.acc: 93.6229, s1.loss_bbox: 0.1126, s1.loss_mask: 0.1074, s2.loss_cls: 0.0447, s2.acc: 93.5032, s2.loss_bbox: 0.0663, s2.loss_mask: 0.0497, loss: 1.2695 2022-06-05 12:10:46,085 - mmdet - INFO - Epoch [5][6750/7330] lr: 1.000e-04, eta: 3 days, 20:24:09, time: 1.425, data_time: 0.016, memory: 64749, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0322, loss_semantic_seg: 0.2133, s0.loss_cls: 0.1807, s0.acc: 93.5859, s0.loss_bbox: 0.1050, s0.loss_mask: 0.2280, s1.loss_cls: 0.0846, s1.acc: 94.0761, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1056, s2.loss_cls: 0.0418, s2.acc: 94.0161, s2.loss_bbox: 0.0637, s2.loss_mask: 0.0485, loss: 1.2376 2022-06-05 12:11:58,759 - mmdet - INFO - Epoch [5][6800/7330] lr: 1.000e-04, eta: 3 days, 20:22:54, time: 1.454, data_time: 0.018, memory: 64749, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0333, loss_semantic_seg: 0.2204, s0.loss_cls: 0.1847, s0.acc: 93.5740, s0.loss_bbox: 0.1042, s0.loss_mask: 0.2241, s1.loss_cls: 0.0868, s1.acc: 94.0172, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1052, s2.loss_cls: 0.0434, s2.acc: 93.8916, s2.loss_bbox: 0.0657, s2.loss_mask: 0.0491, loss: 1.2565 2022-06-05 12:13:11,605 - mmdet - INFO - Epoch [5][6850/7330] lr: 1.000e-04, eta: 3 days, 20:21:40, time: 1.457, data_time: 0.021, memory: 64749, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0317, loss_semantic_seg: 0.2185, s0.loss_cls: 0.1764, s0.acc: 93.7612, s0.loss_bbox: 0.1034, s0.loss_mask: 0.2205, s1.loss_cls: 0.0833, s1.acc: 94.0947, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1033, s2.loss_cls: 0.0420, s2.acc: 93.9286, s2.loss_bbox: 0.0642, s2.loss_mask: 0.0485, loss: 1.2236 2022-06-05 12:14:23,296 - mmdet - INFO - Epoch [5][6900/7330] lr: 1.000e-04, eta: 3 days, 20:20:19, time: 1.433, data_time: 0.017, memory: 64749, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0352, loss_semantic_seg: 0.2146, s0.loss_cls: 0.1894, s0.acc: 93.2998, s0.loss_bbox: 0.1102, s0.loss_mask: 0.2225, s1.loss_cls: 0.0884, s1.acc: 93.7517, s1.loss_bbox: 0.1108, s1.loss_mask: 0.1033, s2.loss_cls: 0.0445, s2.acc: 93.6642, s2.loss_bbox: 0.0675, s2.loss_mask: 0.0484, loss: 1.2642 2022-06-05 12:15:35,692 - mmdet - INFO - Epoch [5][6950/7330] lr: 1.000e-04, eta: 3 days, 20:19:02, time: 1.448, data_time: 0.023, memory: 64749, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0331, loss_semantic_seg: 0.2128, s0.loss_cls: 0.1785, s0.acc: 93.6843, s0.loss_bbox: 0.1080, s0.loss_mask: 0.2206, s1.loss_cls: 0.0823, s1.acc: 94.1372, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1018, s2.loss_cls: 0.0414, s2.acc: 94.0039, s2.loss_bbox: 0.0656, s2.loss_mask: 0.0472, loss: 1.2294 2022-06-05 12:16:48,060 - mmdet - INFO - Epoch [5][7000/7330] lr: 1.000e-04, eta: 3 days, 20:17:45, time: 1.448, data_time: 0.016, memory: 64749, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0316, loss_semantic_seg: 0.2103, s0.loss_cls: 0.1728, s0.acc: 93.8340, s0.loss_bbox: 0.1040, s0.loss_mask: 0.2233, s1.loss_cls: 0.0798, s1.acc: 94.2915, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1046, s2.loss_cls: 0.0399, s2.acc: 94.2441, s2.loss_bbox: 0.0641, s2.loss_mask: 0.0492, loss: 1.2129 2022-06-05 12:18:00,007 - mmdet - INFO - Epoch [5][7050/7330] lr: 1.000e-04, eta: 3 days, 20:16:25, time: 1.437, data_time: 0.014, memory: 64749, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0328, loss_semantic_seg: 0.2042, s0.loss_cls: 0.1651, s0.acc: 94.2378, s0.loss_bbox: 0.0967, s0.loss_mask: 0.2122, s1.loss_cls: 0.0769, s1.acc: 94.5941, s1.loss_bbox: 0.0981, s1.loss_mask: 0.0995, s2.loss_cls: 0.0385, s2.acc: 94.6089, s2.loss_bbox: 0.0600, s2.loss_mask: 0.0468, loss: 1.1589 2022-06-05 12:19:12,295 - mmdet - INFO - Epoch [5][7100/7330] lr: 1.000e-04, eta: 3 days, 20:15:08, time: 1.448, data_time: 0.014, memory: 64749, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0321, loss_semantic_seg: 0.2184, s0.loss_cls: 0.1791, s0.acc: 93.5876, s0.loss_bbox: 0.1072, s0.loss_mask: 0.2243, s1.loss_cls: 0.0831, s1.acc: 93.9895, s1.loss_bbox: 0.1092, s1.loss_mask: 0.1052, s2.loss_cls: 0.0417, s2.acc: 93.8684, s2.loss_bbox: 0.0668, s2.loss_mask: 0.0494, loss: 1.2444 2022-06-05 12:20:25,658 - mmdet - INFO - Epoch [5][7150/7330] lr: 1.000e-04, eta: 3 days, 20:13:57, time: 1.467, data_time: 0.014, memory: 64749, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0347, loss_semantic_seg: 0.2084, s0.loss_cls: 0.1823, s0.acc: 93.5713, s0.loss_bbox: 0.1084, s0.loss_mask: 0.2255, s1.loss_cls: 0.0843, s1.acc: 93.9615, s1.loss_bbox: 0.1110, s1.loss_mask: 0.1043, s2.loss_cls: 0.0416, s2.acc: 94.0194, s2.loss_bbox: 0.0662, s2.loss_mask: 0.0484, loss: 1.2447 2022-06-05 12:21:37,220 - mmdet - INFO - Epoch [5][7200/7330] lr: 1.000e-04, eta: 3 days, 20:12:34, time: 1.430, data_time: 0.019, memory: 64749, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0316, loss_semantic_seg: 0.2135, s0.loss_cls: 0.1742, s0.acc: 93.8901, s0.loss_bbox: 0.1024, s0.loss_mask: 0.2174, s1.loss_cls: 0.0819, s1.acc: 94.2386, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1015, s2.loss_cls: 0.0404, s2.acc: 94.1422, s2.loss_bbox: 0.0609, s2.loss_mask: 0.0475, loss: 1.2024 2022-06-05 12:22:49,329 - mmdet - INFO - Epoch [5][7250/7330] lr: 1.000e-04, eta: 3 days, 20:11:16, time: 1.444, data_time: 0.019, memory: 64749, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0326, loss_semantic_seg: 0.2152, s0.loss_cls: 0.1749, s0.acc: 93.7751, s0.loss_bbox: 0.1045, s0.loss_mask: 0.2157, s1.loss_cls: 0.0817, s1.acc: 94.1638, s1.loss_bbox: 0.1087, s1.loss_mask: 0.1014, s2.loss_cls: 0.0413, s2.acc: 94.0189, s2.loss_bbox: 0.0660, s2.loss_mask: 0.0475, loss: 1.2169 2022-06-05 12:24:01,612 - mmdet - INFO - Epoch [5][7300/7330] lr: 1.000e-04, eta: 3 days, 20:09:59, time: 1.446, data_time: 0.012, memory: 64749, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0324, loss_semantic_seg: 0.2219, s0.loss_cls: 0.1725, s0.acc: 93.9453, s0.loss_bbox: 0.1034, s0.loss_mask: 0.2255, s1.loss_cls: 0.0808, s1.acc: 94.3370, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1060, s2.loss_cls: 0.0406, s2.acc: 94.1389, s2.loss_bbox: 0.0656, s2.loss_mask: 0.0495, loss: 1.2341 2022-06-05 12:25:04,042 - mmdet - INFO - Saving checkpoint at 5 epochs 2022-06-05 12:29:13,254 - mmdet - INFO - Evaluating bbox... 2022-06-05 12:30:05,580 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.517 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.711 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.575 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.370 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 ] = 0.635 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.693 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.693 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.693 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.542 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.739 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.822 2022-06-05 12:30:05,581 - mmdet - INFO - Evaluating segm... 2022-06-05 12:31:03,530 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.456 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 ] = 0.269 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.495 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.623 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 ] = 0.444 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.646 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.747 2022-06-05 12:31:04,663 - mmdet - INFO - Exp name: htc++_beit_adapter_v2_large_fpn_3x_coco.py 2022-06-05 12:31:04,664 - mmdet - INFO - Epoch(val) [5][313] bbox_mAP: 0.5170, bbox_mAP_50: 0.7110, bbox_mAP_75: 0.5750, bbox_mAP_s: 0.3700, bbox_mAP_m: 0.5640, bbox_mAP_l: 0.6350, bbox_mAP_copypaste: 0.517 0.711 0.575 0.370 0.564 0.635, segm_mAP: 0.4560, segm_mAP_50: 0.6920, segm_mAP_75: 0.4990, segm_mAP_s: 0.2690, segm_mAP_m: 0.4950, segm_mAP_l: 0.6230, segm_mAP_copypaste: 0.456 0.692 0.499 0.269 0.495 0.623 2022-06-05 12:34:58,759 - mmdet - INFO - Epoch [6][50/7330] lr: 1.000e-04, eta: 3 days, 20:20:08, time: 4.681, data_time: 3.228, memory: 64749, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0321, loss_semantic_seg: 0.2067, s0.loss_cls: 0.1776, s0.acc: 93.7354, s0.loss_bbox: 0.1029, s0.loss_mask: 0.2130, s1.loss_cls: 0.0820, s1.acc: 94.2132, s1.loss_bbox: 0.1062, s1.loss_mask: 0.0997, s2.loss_cls: 0.0412, s2.acc: 94.1332, s2.loss_bbox: 0.0653, s2.loss_mask: 0.0469, loss: 1.2022 2022-06-05 12:36:12,013 - mmdet - INFO - Epoch [6][100/7330] lr: 1.000e-04, eta: 3 days, 20:18:55, time: 1.464, data_time: 0.015, memory: 64749, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0348, loss_semantic_seg: 0.2069, s0.loss_cls: 0.1862, s0.acc: 93.4634, s0.loss_bbox: 0.1077, s0.loss_mask: 0.2202, s1.loss_cls: 0.0868, s1.acc: 93.9371, s1.loss_bbox: 0.1089, s1.loss_mask: 0.1021, s2.loss_cls: 0.0429, s2.acc: 93.8141, s2.loss_bbox: 0.0650, s2.loss_mask: 0.0479, loss: 1.2370 2022-06-05 12:37:24,436 - mmdet - INFO - Epoch [6][150/7330] lr: 1.000e-04, eta: 3 days, 20:17:38, time: 1.450, data_time: 0.015, memory: 64749, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0326, loss_semantic_seg: 0.2107, s0.loss_cls: 0.1742, s0.acc: 93.7891, s0.loss_bbox: 0.1047, s0.loss_mask: 0.2229, s1.loss_cls: 0.0811, s1.acc: 94.2590, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1044, s2.loss_cls: 0.0408, s2.acc: 94.0245, s2.loss_bbox: 0.0669, s2.loss_mask: 0.0489, loss: 1.2217 2022-06-05 12:38:36,773 - mmdet - INFO - Epoch [6][200/7330] lr: 1.000e-04, eta: 3 days, 20:16:19, time: 1.447, data_time: 0.018, memory: 64749, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0326, loss_semantic_seg: 0.2121, s0.loss_cls: 0.1759, s0.acc: 93.8008, s0.loss_bbox: 0.1056, s0.loss_mask: 0.2194, s1.loss_cls: 0.0822, s1.acc: 94.2357, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1024, s2.loss_cls: 0.0406, s2.acc: 94.0647, s2.loss_bbox: 0.0665, s2.loss_mask: 0.0482, loss: 1.2188 2022-06-05 12:39:49,197 - mmdet - INFO - Epoch [6][250/7330] lr: 1.000e-04, eta: 3 days, 20:15:02, time: 1.449, data_time: 0.015, memory: 64749, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0326, loss_semantic_seg: 0.2044, s0.loss_cls: 0.1709, s0.acc: 93.9006, s0.loss_bbox: 0.1045, s0.loss_mask: 0.2176, s1.loss_cls: 0.0797, s1.acc: 94.4281, s1.loss_bbox: 0.1093, s1.loss_mask: 0.1026, s2.loss_cls: 0.0403, s2.acc: 94.2479, s2.loss_bbox: 0.0665, s2.loss_mask: 0.0482, loss: 1.2047 2022-06-05 12:41:01,430 - mmdet - INFO - Epoch [6][300/7330] lr: 1.000e-04, eta: 3 days, 20:13:43, time: 1.445, data_time: 0.015, memory: 64749, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0326, loss_semantic_seg: 0.2132, s0.loss_cls: 0.1754, s0.acc: 93.7434, s0.loss_bbox: 0.1076, s0.loss_mask: 0.2229, s1.loss_cls: 0.0808, s1.acc: 94.2016, s1.loss_bbox: 0.1104, s1.loss_mask: 0.1030, s2.loss_cls: 0.0409, s2.acc: 93.9973, s2.loss_bbox: 0.0683, s2.loss_mask: 0.0483, loss: 1.2306 2022-06-05 12:42:14,117 - mmdet - INFO - Exp name: htc++_beit_adapter_v2_large_fpn_3x_coco.py 2022-06-05 12:42:14,123 - mmdet - INFO - Epoch [6][350/7330] lr: 1.000e-04, eta: 3 days, 20:12:27, time: 1.454, data_time: 0.016, memory: 64749, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0323, loss_semantic_seg: 0.2059, s0.loss_cls: 0.1756, s0.acc: 93.6431, s0.loss_bbox: 0.1053, s0.loss_mask: 0.2254, s1.loss_cls: 0.0830, s1.acc: 94.0231, s1.loss_bbox: 0.1114, s1.loss_mask: 0.1055, s2.loss_cls: 0.0419, s2.acc: 93.8521, s2.loss_bbox: 0.0672, s2.loss_mask: 0.0494, loss: 1.2310 2022-06-05 12:43:26,208 - mmdet - INFO - Epoch [6][400/7330] lr: 1.000e-04, eta: 3 days, 20:11:07, time: 1.442, data_time: 0.024, memory: 64749, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0342, loss_semantic_seg: 0.2050, s0.loss_cls: 0.1741, s0.acc: 93.6631, s0.loss_bbox: 0.1056, s0.loss_mask: 0.2196, s1.loss_cls: 0.0812, s1.acc: 94.1209, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1021, s2.loss_cls: 0.0406, s2.acc: 93.9473, s2.loss_bbox: 0.0651, s2.loss_mask: 0.0477, loss: 1.2123 2022-06-05 12:44:38,435 - mmdet - INFO - Epoch [6][450/7330] lr: 1.000e-04, eta: 3 days, 20:09:48, time: 1.445, data_time: 0.014, memory: 64749, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0336, loss_semantic_seg: 0.2095, s0.loss_cls: 0.1752, s0.acc: 93.7581, s0.loss_bbox: 0.1043, s0.loss_mask: 0.2202, s1.loss_cls: 0.0821, s1.acc: 94.1296, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1037, s2.loss_cls: 0.0414, s2.acc: 93.9309, s2.loss_bbox: 0.0637, s2.loss_mask: 0.0483, loss: 1.2196 2022-06-05 12:45:51,425 - mmdet - INFO - Epoch [6][500/7330] lr: 1.000e-04, eta: 3 days, 20:08:34, time: 1.459, data_time: 0.020, memory: 64749, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0360, loss_semantic_seg: 0.2080, s0.loss_cls: 0.1821, s0.acc: 93.4866, s0.loss_bbox: 0.1090, s0.loss_mask: 0.2248, s1.loss_cls: 0.0844, s1.acc: 93.9184, s1.loss_bbox: 0.1090, s1.loss_mask: 0.1049, s2.loss_cls: 0.0420, s2.acc: 93.8531, s2.loss_bbox: 0.0660, s2.loss_mask: 0.0492, loss: 1.2452 2022-06-05 12:47:03,015 - mmdet - INFO - Epoch [6][550/7330] lr: 1.000e-04, eta: 3 days, 20:07:12, time: 1.432, data_time: 0.018, memory: 64749, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0330, loss_semantic_seg: 0.2023, s0.loss_cls: 0.1785, s0.acc: 93.6519, s0.loss_bbox: 0.1115, s0.loss_mask: 0.2201, s1.loss_cls: 0.0836, s1.acc: 94.1172, s1.loss_bbox: 0.1121, s1.loss_mask: 0.1016, s2.loss_cls: 0.0422, s2.acc: 93.8958, s2.loss_bbox: 0.0684, s2.loss_mask: 0.0476, loss: 1.2286 2022-06-05 12:48:15,368 - mmdet - INFO - Epoch [6][600/7330] lr: 1.000e-04, eta: 3 days, 20:05:54, time: 1.447, data_time: 0.018, memory: 64749, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0324, loss_semantic_seg: 0.2103, s0.loss_cls: 0.1944, s0.acc: 93.2778, s0.loss_bbox: 0.1122, s0.loss_mask: 0.2211, s1.loss_cls: 0.0906, s1.acc: 93.7558, s1.loss_bbox: 0.1162, s1.loss_mask: 0.1032, s2.loss_cls: 0.0443, s2.acc: 93.7522, s2.loss_bbox: 0.0704, s2.loss_mask: 0.0482, loss: 1.2696 2022-06-05 12:49:26,614 - mmdet - INFO - Epoch [6][650/7330] lr: 1.000e-04, eta: 3 days, 20:04:29, time: 1.425, data_time: 0.016, memory: 64749, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0320, loss_semantic_seg: 0.2185, s0.loss_cls: 0.1869, s0.acc: 93.3657, s0.loss_bbox: 0.1082, s0.loss_mask: 0.2155, s1.loss_cls: 0.0873, s1.acc: 93.8311, s1.loss_bbox: 0.1133, s1.loss_mask: 0.1008, s2.loss_cls: 0.0437, s2.acc: 93.7329, s2.loss_bbox: 0.0692, s2.loss_mask: 0.0473, loss: 1.2517 2022-06-05 12:50:38,302 - mmdet - INFO - Epoch [6][700/7330] lr: 1.000e-04, eta: 3 days, 20:03:07, time: 1.433, data_time: 0.020, memory: 64749, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0347, loss_semantic_seg: 0.2045, s0.loss_cls: 0.1880, s0.acc: 93.3909, s0.loss_bbox: 0.1091, s0.loss_mask: 0.2174, s1.loss_cls: 0.0874, s1.acc: 93.8151, s1.loss_bbox: 0.1104, s1.loss_mask: 0.1007, s2.loss_cls: 0.0436, s2.acc: 93.7397, s2.loss_bbox: 0.0685, s2.loss_mask: 0.0476, loss: 1.2420 2022-06-05 12:51:49,908 - mmdet - INFO - Epoch [6][750/7330] lr: 1.000e-04, eta: 3 days, 20:01:45, time: 1.433, data_time: 0.019, memory: 64749, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0331, loss_semantic_seg: 0.2058, s0.loss_cls: 0.1789, s0.acc: 93.7292, s0.loss_bbox: 0.1059, s0.loss_mask: 0.2242, s1.loss_cls: 0.0829, s1.acc: 94.2187, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1040, s2.loss_cls: 0.0414, s2.acc: 94.0637, s2.loss_bbox: 0.0662, s2.loss_mask: 0.0483, loss: 1.2274 2022-06-05 12:53:02,052 - mmdet - INFO - Epoch [6][800/7330] lr: 1.000e-04, eta: 3 days, 20:00:25, time: 1.443, data_time: 0.019, memory: 64749, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0333, loss_semantic_seg: 0.2101, s0.loss_cls: 0.1777, s0.acc: 93.6846, s0.loss_bbox: 0.1037, s0.loss_mask: 0.2124, s1.loss_cls: 0.0835, s1.acc: 94.0640, s1.loss_bbox: 0.1056, s1.loss_mask: 0.0994, s2.loss_cls: 0.0416, s2.acc: 93.9303, s2.loss_bbox: 0.0645, s2.loss_mask: 0.0467, loss: 1.2083 2022-06-05 12:54:14,185 - mmdet - INFO - Epoch [6][850/7330] lr: 1.000e-04, eta: 3 days, 19:59:06, time: 1.443, data_time: 0.016, memory: 64749, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0330, loss_semantic_seg: 0.2028, s0.loss_cls: 0.1759, s0.acc: 93.6738, s0.loss_bbox: 0.1044, s0.loss_mask: 0.2128, s1.loss_cls: 0.0816, s1.acc: 94.0561, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1000, s2.loss_cls: 0.0413, s2.acc: 93.9540, s2.loss_bbox: 0.0672, s2.loss_mask: 0.0465, loss: 1.2019 2022-06-05 12:55:25,512 - mmdet - INFO - Epoch [6][900/7330] lr: 1.000e-04, eta: 3 days, 19:57:42, time: 1.426, data_time: 0.018, memory: 64749, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0334, loss_semantic_seg: 0.2087, s0.loss_cls: 0.1832, s0.acc: 93.5044, s0.loss_bbox: 0.1057, s0.loss_mask: 0.2173, s1.loss_cls: 0.0861, s1.acc: 93.9258, s1.loss_bbox: 0.1085, s1.loss_mask: 0.1008, s2.loss_cls: 0.0430, s2.acc: 93.8256, s2.loss_bbox: 0.0666, s2.loss_mask: 0.0476, loss: 1.2307 2022-06-05 12:56:35,921 - mmdet - INFO - Epoch [6][950/7330] lr: 1.000e-04, eta: 3 days, 19:56:12, time: 1.409, data_time: 0.015, memory: 64749, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0319, loss_semantic_seg: 0.2149, s0.loss_cls: 0.1706, s0.acc: 93.9331, s0.loss_bbox: 0.1028, s0.loss_mask: 0.2192, s1.loss_cls: 0.0797, s1.acc: 94.3428, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1021, s2.loss_cls: 0.0401, s2.acc: 94.2149, s2.loss_bbox: 0.0642, s2.loss_mask: 0.0477, loss: 1.2084 2022-06-05 12:57:47,639 - mmdet - INFO - Epoch [6][1000/7330] lr: 1.000e-04, eta: 3 days, 19:54:51, time: 1.434, data_time: 0.019, memory: 64749, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0330, loss_semantic_seg: 0.2083, s0.loss_cls: 0.1744, s0.acc: 93.8445, s0.loss_bbox: 0.1018, s0.loss_mask: 0.2176, s1.loss_cls: 0.0815, s1.acc: 94.2614, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1020, s2.loss_cls: 0.0412, s2.acc: 93.9748, s2.loss_bbox: 0.0644, s2.loss_mask: 0.0482, loss: 1.2056 2022-06-05 12:58:59,739 - mmdet - INFO - Epoch [6][1050/7330] lr: 1.000e-04, eta: 3 days, 19:53:32, time: 1.442, data_time: 0.016, memory: 64749, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0331, loss_semantic_seg: 0.2068, s0.loss_cls: 0.1798, s0.acc: 93.5552, s0.loss_bbox: 0.1096, s0.loss_mask: 0.2285, s1.loss_cls: 0.0844, s1.acc: 93.9949, s1.loss_bbox: 0.1115, s1.loss_mask: 0.1072, s2.loss_cls: 0.0423, s2.acc: 93.9032, s2.loss_bbox: 0.0659, s2.loss_mask: 0.0494, loss: 1.2480 2022-06-05 13:00:11,314 - mmdet - INFO - Epoch [6][1100/7330] lr: 1.000e-04, eta: 3 days, 19:52:09, time: 1.431, data_time: 0.015, memory: 64749, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0329, loss_semantic_seg: 0.2182, s0.loss_cls: 0.1775, s0.acc: 93.7236, s0.loss_bbox: 0.1066, s0.loss_mask: 0.2231, s1.loss_cls: 0.0824, s1.acc: 94.1831, s1.loss_bbox: 0.1093, s1.loss_mask: 0.1040, s2.loss_cls: 0.0410, s2.acc: 94.0393, s2.loss_bbox: 0.0676, s2.loss_mask: 0.0489, loss: 1.2406 2022-06-05 13:01:22,999 - mmdet - INFO - Epoch [6][1150/7330] lr: 1.000e-04, eta: 3 days, 19:50:47, time: 1.434, data_time: 0.020, memory: 64749, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0328, loss_semantic_seg: 0.2023, s0.loss_cls: 0.1749, s0.acc: 93.8574, s0.loss_bbox: 0.0990, s0.loss_mask: 0.2179, s1.loss_cls: 0.0821, s1.acc: 94.2635, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1035, s2.loss_cls: 0.0418, s2.acc: 94.0076, s2.loss_bbox: 0.0646, s2.loss_mask: 0.0480, loss: 1.1990 2022-06-05 13:02:34,529 - mmdet - INFO - Epoch [6][1200/7330] lr: 1.000e-04, eta: 3 days, 19:49:25, time: 1.431, data_time: 0.019, memory: 64749, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0307, loss_semantic_seg: 0.2019, s0.loss_cls: 0.1694, s0.acc: 93.9688, s0.loss_bbox: 0.0969, s0.loss_mask: 0.2118, s1.loss_cls: 0.0788, s1.acc: 94.4349, s1.loss_bbox: 0.0997, s1.loss_mask: 0.0991, s2.loss_cls: 0.0395, s2.acc: 94.3300, s2.loss_bbox: 0.0613, s2.loss_mask: 0.0467, loss: 1.1624 2022-06-05 13:03:46,254 - mmdet - INFO - Epoch [6][1250/7330] lr: 1.000e-04, eta: 3 days, 19:48:03, time: 1.435, data_time: 0.015, memory: 64749, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0323, loss_semantic_seg: 0.2118, s0.loss_cls: 0.1780, s0.acc: 93.6487, s0.loss_bbox: 0.1043, s0.loss_mask: 0.2209, s1.loss_cls: 0.0829, s1.acc: 94.1017, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1036, s2.loss_cls: 0.0419, s2.acc: 93.9458, s2.loss_bbox: 0.0661, s2.loss_mask: 0.0485, loss: 1.2248 2022-06-05 13:04:58,279 - mmdet - INFO - Epoch [6][1300/7330] lr: 1.000e-04, eta: 3 days, 19:46:43, time: 1.440, data_time: 0.017, memory: 64749, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0319, loss_semantic_seg: 0.2075, s0.loss_cls: 0.1774, s0.acc: 93.6599, s0.loss_bbox: 0.1039, s0.loss_mask: 0.2107, s1.loss_cls: 0.0827, s1.acc: 94.2175, s1.loss_bbox: 0.1060, s1.loss_mask: 0.0984, s2.loss_cls: 0.0416, s2.acc: 94.0777, s2.loss_bbox: 0.0659, s2.loss_mask: 0.0461, loss: 1.1989 2022-06-05 13:06:10,969 - mmdet - INFO - Exp name: htc++_beit_adapter_v2_large_fpn_3x_coco.py 2022-06-05 13:06:10,973 - mmdet - INFO - Epoch [6][1350/7330] lr: 1.000e-04, eta: 3 days, 19:45:28, time: 1.454, data_time: 0.015, memory: 64749, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0322, loss_semantic_seg: 0.2012, s0.loss_cls: 0.1929, s0.acc: 93.1506, s0.loss_bbox: 0.1126, s0.loss_mask: 0.2268, s1.loss_cls: 0.0898, s1.acc: 93.5658, s1.loss_bbox: 0.1159, s1.loss_mask: 0.1062, s2.loss_cls: 0.0459, s2.acc: 93.3691, s2.loss_bbox: 0.0702, s2.loss_mask: 0.0500, loss: 1.2730 2022-06-05 13:07:23,525 - mmdet - INFO - Epoch [6][1400/7330] lr: 1.000e-04, eta: 3 days, 19:44:11, time: 1.450, data_time: 0.019, memory: 64749, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0335, loss_semantic_seg: 0.2161, s0.loss_cls: 0.1900, s0.acc: 93.3708, s0.loss_bbox: 0.1091, s0.loss_mask: 0.2161, s1.loss_cls: 0.0884, s1.acc: 93.7900, s1.loss_bbox: 0.1111, s1.loss_mask: 0.1004, s2.loss_cls: 0.0444, s2.acc: 93.7360, s2.loss_bbox: 0.0681, s2.loss_mask: 0.0470, loss: 1.2509 2022-06-05 13:08:35,252 - mmdet - INFO - Epoch [6][1450/7330] lr: 1.000e-04, eta: 3 days, 19:42:50, time: 1.435, data_time: 0.017, memory: 64749, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0334, loss_semantic_seg: 0.2143, s0.loss_cls: 0.1880, s0.acc: 93.3474, s0.loss_bbox: 0.1105, s0.loss_mask: 0.2227, s1.loss_cls: 0.0878, s1.acc: 93.8195, s1.loss_bbox: 0.1148, s1.loss_mask: 0.1034, s2.loss_cls: 0.0443, s2.acc: 93.7259, s2.loss_bbox: 0.0712, s2.loss_mask: 0.0484, loss: 1.2679 2022-06-05 13:09:47,601 - mmdet - INFO - Epoch [6][1500/7330] lr: 1.000e-04, eta: 3 days, 19:41:32, time: 1.447, data_time: 0.016, memory: 64749, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0344, loss_semantic_seg: 0.2055, s0.loss_cls: 0.1853, s0.acc: 93.4839, s0.loss_bbox: 0.1067, s0.loss_mask: 0.2212, s1.loss_cls: 0.0866, s1.acc: 93.9715, s1.loss_bbox: 0.1109, s1.loss_mask: 0.1022, s2.loss_cls: 0.0439, s2.acc: 93.7777, s2.loss_bbox: 0.0689, s2.loss_mask: 0.0479, loss: 1.2421 2022-06-05 13:11:00,964 - mmdet - INFO - Epoch [6][1550/7330] lr: 1.000e-04, eta: 3 days, 19:40:20, time: 1.465, data_time: 0.020, memory: 64749, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0319, loss_semantic_seg: 0.2172, s0.loss_cls: 0.1885, s0.acc: 93.3091, s0.loss_bbox: 0.1078, s0.loss_mask: 0.2216, s1.loss_cls: 0.0882, s1.acc: 93.7472, s1.loss_bbox: 0.1121, s1.loss_mask: 0.1037, s2.loss_cls: 0.0439, s2.acc: 93.7282, s2.loss_bbox: 0.0696, s2.loss_mask: 0.0484, loss: 1.2595 2022-06-05 13:12:13,387 - mmdet - INFO - Epoch [6][1600/7330] lr: 1.000e-04, eta: 3 days, 19:39:03, time: 1.450, data_time: 0.021, memory: 64749, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0329, loss_semantic_seg: 0.2122, s0.loss_cls: 0.1911, s0.acc: 93.2061, s0.loss_bbox: 0.1147, s0.loss_mask: 0.2225, s1.loss_cls: 0.0887, s1.acc: 93.7127, s1.loss_bbox: 0.1155, s1.loss_mask: 0.1026, s2.loss_cls: 0.0444, s2.acc: 93.5371, s2.loss_bbox: 0.0691, s2.loss_mask: 0.0478, loss: 1.2694 2022-06-05 13:13:26,003 - mmdet - INFO - Epoch [6][1650/7330] lr: 1.000e-04, eta: 3 days, 19:37:47, time: 1.452, data_time: 0.014, memory: 64749, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0326, loss_semantic_seg: 0.2159, s0.loss_cls: 0.1897, s0.acc: 93.2124, s0.loss_bbox: 0.1108, s0.loss_mask: 0.2193, s1.loss_cls: 0.0892, s1.acc: 93.6139, s1.loss_bbox: 0.1141, s1.loss_mask: 0.1023, s2.loss_cls: 0.0450, s2.acc: 93.4392, s2.loss_bbox: 0.0678, s2.loss_mask: 0.0479, loss: 1.2639 2022-06-05 13:14:38,727 - mmdet - INFO - Epoch [6][1700/7330] lr: 1.000e-04, eta: 3 days, 19:36:32, time: 1.455, data_time: 0.014, memory: 64749, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0332, loss_semantic_seg: 0.2087, s0.loss_cls: 0.1826, s0.acc: 93.4944, s0.loss_bbox: 0.1061, s0.loss_mask: 0.2185, s1.loss_cls: 0.0852, s1.acc: 93.9631, s1.loss_bbox: 0.1104, s1.loss_mask: 0.1020, s2.loss_cls: 0.0422, s2.acc: 93.8247, s2.loss_bbox: 0.0687, s2.loss_mask: 0.0483, loss: 1.2352 2022-06-05 13:15:50,176 - mmdet - INFO - Epoch [6][1750/7330] lr: 1.000e-04, eta: 3 days, 19:35:09, time: 1.429, data_time: 0.017, memory: 64749, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0311, loss_semantic_seg: 0.2097, s0.loss_cls: 0.1825, s0.acc: 93.5874, s0.loss_bbox: 0.1038, s0.loss_mask: 0.2153, s1.loss_cls: 0.0850, s1.acc: 94.0079, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1012, s2.loss_cls: 0.0421, s2.acc: 94.0446, s2.loss_bbox: 0.0653, s2.loss_mask: 0.0475, loss: 1.2153 2022-06-05 13:17:01,869 - mmdet - INFO - Epoch [6][1800/7330] lr: 1.000e-04, eta: 3 days, 19:33:48, time: 1.434, data_time: 0.013, memory: 64749, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0331, loss_semantic_seg: 0.2055, s0.loss_cls: 0.1794, s0.acc: 93.6504, s0.loss_bbox: 0.1040, s0.loss_mask: 0.2157, s1.loss_cls: 0.0828, s1.acc: 94.0920, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1014, s2.loss_cls: 0.0411, s2.acc: 94.0619, s2.loss_bbox: 0.0678, s2.loss_mask: 0.0476, loss: 1.2130 2022-06-05 13:18:13,673 - mmdet - INFO - Epoch [6][1850/7330] lr: 1.000e-04, eta: 3 days, 19:32:27, time: 1.436, data_time: 0.015, memory: 64749, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0332, loss_semantic_seg: 0.2106, s0.loss_cls: 0.1746, s0.acc: 93.7878, s0.loss_bbox: 0.1093, s0.loss_mask: 0.2183, s1.loss_cls: 0.0810, s1.acc: 94.2911, s1.loss_bbox: 0.1099, s1.loss_mask: 0.1008, s2.loss_cls: 0.0409, s2.acc: 94.0660, s2.loss_bbox: 0.0660, s2.loss_mask: 0.0472, loss: 1.2209 2022-06-05 13:19:25,726 - mmdet - INFO - Epoch [6][1900/7330] lr: 1.000e-04, eta: 3 days, 19:31:08, time: 1.441, data_time: 0.016, memory: 64749, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0350, loss_semantic_seg: 0.2176, s0.loss_cls: 0.1787, s0.acc: 93.6743, s0.loss_bbox: 0.1038, s0.loss_mask: 0.2181, s1.loss_cls: 0.0842, s1.acc: 94.0804, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1013, s2.loss_cls: 0.0416, s2.acc: 94.0485, s2.loss_bbox: 0.0657, s2.loss_mask: 0.0476, loss: 1.2308 2022-06-05 13:20:38,166 - mmdet - INFO - Epoch [6][1950/7330] lr: 1.000e-04, eta: 3 days, 19:29:50, time: 1.447, data_time: 0.016, memory: 64749, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0345, loss_semantic_seg: 0.2183, s0.loss_cls: 0.1872, s0.acc: 93.3582, s0.loss_bbox: 0.1084, s0.loss_mask: 0.2192, s1.loss_cls: 0.0880, s1.acc: 93.7759, s1.loss_bbox: 0.1114, s1.loss_mask: 0.1038, s2.loss_cls: 0.0441, s2.acc: 93.5665, s2.loss_bbox: 0.0653, s2.loss_mask: 0.0489, loss: 1.2574 2022-06-05 13:21:49,704 - mmdet - INFO - Epoch [6][2000/7330] lr: 1.000e-04, eta: 3 days, 19:28:28, time: 1.433, data_time: 0.016, memory: 64749, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0339, loss_semantic_seg: 0.2140, s0.loss_cls: 0.1820, s0.acc: 93.6729, s0.loss_bbox: 0.1060, s0.loss_mask: 0.2133, s1.loss_cls: 0.0835, s1.acc: 94.1914, s1.loss_bbox: 0.1082, s1.loss_mask: 0.0992, s2.loss_cls: 0.0418, s2.acc: 94.0709, s2.loss_bbox: 0.0661, s2.loss_mask: 0.0464, loss: 1.2223 2022-06-05 13:23:02,015 - mmdet - INFO - Epoch [6][2050/7330] lr: 1.000e-04, eta: 3 days, 19:27:11, time: 1.446, data_time: 0.019, memory: 64749, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0316, loss_semantic_seg: 0.2089, s0.loss_cls: 0.1841, s0.acc: 93.4788, s0.loss_bbox: 0.1028, s0.loss_mask: 0.2119, s1.loss_cls: 0.0856, s1.acc: 93.9201, s1.loss_bbox: 0.1082, s1.loss_mask: 0.0984, s2.loss_cls: 0.0429, s2.acc: 93.7471, s2.loss_bbox: 0.0667, s2.loss_mask: 0.0461, loss: 1.2166 2022-06-05 13:24:15,034 - mmdet - INFO - Epoch [6][2100/7330] lr: 1.000e-04, eta: 3 days, 19:25:57, time: 1.460, data_time: 0.023, memory: 64749, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0325, loss_semantic_seg: 0.2094, s0.loss_cls: 0.1804, s0.acc: 93.5891, s0.loss_bbox: 0.1035, s0.loss_mask: 0.2124, s1.loss_cls: 0.0839, s1.acc: 94.0059, s1.loss_bbox: 0.1078, s1.loss_mask: 0.0992, s2.loss_cls: 0.0420, s2.acc: 93.9276, s2.loss_bbox: 0.0663, s2.loss_mask: 0.0466, loss: 1.2112 2022-06-05 13:25:26,461 - mmdet - INFO - Epoch [6][2150/7330] lr: 1.000e-04, eta: 3 days, 19:24:34, time: 1.428, data_time: 0.022, memory: 64749, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0318, loss_semantic_seg: 0.2036, s0.loss_cls: 0.1719, s0.acc: 93.8806, s0.loss_bbox: 0.1020, s0.loss_mask: 0.2117, s1.loss_cls: 0.0801, s1.acc: 94.3215, s1.loss_bbox: 0.1030, s1.loss_mask: 0.0974, s2.loss_cls: 0.0400, s2.acc: 94.1949, s2.loss_bbox: 0.0631, s2.loss_mask: 0.0459, loss: 1.1783 2022-06-05 13:26:37,417 - mmdet - INFO - Epoch [6][2200/7330] lr: 1.000e-04, eta: 3 days, 19:23:09, time: 1.419, data_time: 0.016, memory: 64749, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0303, loss_semantic_seg: 0.2044, s0.loss_cls: 0.1728, s0.acc: 93.9150, s0.loss_bbox: 0.1007, s0.loss_mask: 0.2169, s1.loss_cls: 0.0799, s1.acc: 94.4283, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1015, s2.loss_cls: 0.0405, s2.acc: 94.2664, s2.loss_bbox: 0.0631, s2.loss_mask: 0.0477, loss: 1.1907 2022-06-05 13:27:49,804 - mmdet - INFO - Epoch [6][2250/7330] lr: 1.000e-04, eta: 3 days, 19:21:51, time: 1.447, data_time: 0.014, memory: 64749, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0314, loss_semantic_seg: 0.2038, s0.loss_cls: 0.1809, s0.acc: 93.7241, s0.loss_bbox: 0.1051, s0.loss_mask: 0.2198, s1.loss_cls: 0.0843, s1.acc: 94.2285, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1022, s2.loss_cls: 0.0418, s2.acc: 94.0936, s2.loss_bbox: 0.0664, s2.loss_mask: 0.0479, loss: 1.2203 2022-06-05 13:29:01,673 - mmdet - INFO - Epoch [6][2300/7330] lr: 1.000e-04, eta: 3 days, 19:20:31, time: 1.438, data_time: 0.017, memory: 64749, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0317, loss_semantic_seg: 0.2158, s0.loss_cls: 0.1824, s0.acc: 93.5444, s0.loss_bbox: 0.1060, s0.loss_mask: 0.2155, s1.loss_cls: 0.0846, s1.acc: 94.0049, s1.loss_bbox: 0.1109, s1.loss_mask: 0.1011, s2.loss_cls: 0.0422, s2.acc: 93.8987, s2.loss_bbox: 0.0682, s2.loss_mask: 0.0476, loss: 1.2343 2022-06-05 13:30:13,040 - mmdet - INFO - Exp name: htc++_beit_adapter_v2_large_fpn_3x_coco.py 2022-06-05 13:30:13,048 - mmdet - INFO - Epoch [6][2350/7330] lr: 1.000e-04, eta: 3 days, 19:19:08, time: 1.427, data_time: 0.016, memory: 64749, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0321, loss_semantic_seg: 0.2164, s0.loss_cls: 0.1823, s0.acc: 93.5178, s0.loss_bbox: 0.1076, s0.loss_mask: 0.2137, s1.loss_cls: 0.0856, s1.acc: 93.9497, s1.loss_bbox: 0.1084, s1.loss_mask: 0.0991, s2.loss_cls: 0.0430, s2.acc: 93.7661, s2.loss_bbox: 0.0658, s2.loss_mask: 0.0467, loss: 1.2285 2022-06-05 13:31:24,580 - mmdet - INFO - Epoch [6][2400/7330] lr: 1.000e-04, eta: 3 days, 19:17:46, time: 1.430, data_time: 0.016, memory: 64749, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0299, loss_semantic_seg: 0.2164, s0.loss_cls: 0.1712, s0.acc: 93.8433, s0.loss_bbox: 0.1067, s0.loss_mask: 0.2159, s1.loss_cls: 0.0793, s1.acc: 94.3311, s1.loss_bbox: 0.1110, s1.loss_mask: 0.1012, s2.loss_cls: 0.0403, s2.acc: 94.0784, s2.loss_bbox: 0.0671, s2.loss_mask: 0.0469, loss: 1.2135 2022-06-05 13:32:36,500 - mmdet - INFO - Epoch [6][2450/7330] lr: 1.000e-04, eta: 3 days, 19:16:26, time: 1.439, data_time: 0.016, memory: 64749, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0325, loss_semantic_seg: 0.2093, s0.loss_cls: 0.1827, s0.acc: 93.6111, s0.loss_bbox: 0.1078, s0.loss_mask: 0.2191, s1.loss_cls: 0.0856, s1.acc: 94.0383, s1.loss_bbox: 0.1126, s1.loss_mask: 0.1029, s2.loss_cls: 0.0429, s2.acc: 93.8998, s2.loss_bbox: 0.0677, s2.loss_mask: 0.0476, loss: 1.2410 2022-06-05 13:33:47,941 - mmdet - INFO - Epoch [6][2500/7330] lr: 1.000e-04, eta: 3 days, 19:15:04, time: 1.429, data_time: 0.014, memory: 64749, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0323, loss_semantic_seg: 0.2172, s0.loss_cls: 0.1863, s0.acc: 93.4502, s0.loss_bbox: 0.1020, s0.loss_mask: 0.2156, s1.loss_cls: 0.0872, s1.acc: 93.8424, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1007, s2.loss_cls: 0.0437, s2.acc: 93.7551, s2.loss_bbox: 0.0659, s2.loss_mask: 0.0475, loss: 1.2358 2022-06-05 13:34:59,603 - mmdet - INFO - Epoch [6][2550/7330] lr: 1.000e-04, eta: 3 days, 19:13:42, time: 1.433, data_time: 0.015, memory: 64749, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0337, loss_semantic_seg: 0.2130, s0.loss_cls: 0.1856, s0.acc: 93.4458, s0.loss_bbox: 0.1104, s0.loss_mask: 0.2219, s1.loss_cls: 0.0865, s1.acc: 93.9064, s1.loss_bbox: 0.1133, s1.loss_mask: 0.1040, s2.loss_cls: 0.0437, s2.acc: 93.6896, s2.loss_bbox: 0.0679, s2.loss_mask: 0.0488, loss: 1.2583 2022-06-05 13:36:11,030 - mmdet - INFO - Epoch [6][2600/7330] lr: 1.000e-04, eta: 3 days, 19:12:20, time: 1.428, data_time: 0.011, memory: 64749, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0328, loss_semantic_seg: 0.2189, s0.loss_cls: 0.1791, s0.acc: 93.6602, s0.loss_bbox: 0.1024, s0.loss_mask: 0.2179, s1.loss_cls: 0.0835, s1.acc: 94.0522, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1013, s2.loss_cls: 0.0417, s2.acc: 94.0121, s2.loss_bbox: 0.0640, s2.loss_mask: 0.0478, loss: 1.2205 2022-06-05 13:37:23,075 - mmdet - INFO - Epoch [6][2650/7330] lr: 1.000e-04, eta: 3 days, 19:11:01, time: 1.441, data_time: 0.014, memory: 64749, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0338, loss_semantic_seg: 0.2180, s0.loss_cls: 0.1754, s0.acc: 93.7456, s0.loss_bbox: 0.1039, s0.loss_mask: 0.2183, s1.loss_cls: 0.0829, s1.acc: 94.1327, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1026, s2.loss_cls: 0.0410, s2.acc: 94.0902, s2.loss_bbox: 0.0640, s2.loss_mask: 0.0484, loss: 1.2204 2022-06-05 13:38:34,810 - mmdet - INFO - Epoch [6][2700/7330] lr: 1.000e-04, eta: 3 days, 19:09:40, time: 1.435, data_time: 0.015, memory: 64749, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0330, loss_semantic_seg: 0.2128, s0.loss_cls: 0.1814, s0.acc: 93.6807, s0.loss_bbox: 0.1060, s0.loss_mask: 0.2162, s1.loss_cls: 0.0843, s1.acc: 94.1414, s1.loss_bbox: 0.1116, s1.loss_mask: 0.1008, s2.loss_cls: 0.0424, s2.acc: 94.0079, s2.loss_bbox: 0.0696, s2.loss_mask: 0.0474, loss: 1.2338 2022-06-05 13:39:47,589 - mmdet - INFO - Epoch [6][2750/7330] lr: 1.000e-04, eta: 3 days, 19:08:25, time: 1.456, data_time: 0.020, memory: 64749, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0336, loss_semantic_seg: 0.2115, s0.loss_cls: 0.1759, s0.acc: 93.6631, s0.loss_bbox: 0.1032, s0.loss_mask: 0.2090, s1.loss_cls: 0.0822, s1.acc: 94.0978, s1.loss_bbox: 0.1080, s1.loss_mask: 0.0975, s2.loss_cls: 0.0412, s2.acc: 93.8889, s2.loss_bbox: 0.0649, s2.loss_mask: 0.0454, loss: 1.2005 2022-06-05 13:40:58,718 - mmdet - INFO - Epoch [6][2800/7330] lr: 1.000e-04, eta: 3 days, 19:07:01, time: 1.423, data_time: 0.016, memory: 64749, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0328, loss_semantic_seg: 0.2113, s0.loss_cls: 0.1813, s0.acc: 93.6294, s0.loss_bbox: 0.1082, s0.loss_mask: 0.2205, s1.loss_cls: 0.0859, s1.acc: 94.0156, s1.loss_bbox: 0.1132, s1.loss_mask: 0.1038, s2.loss_cls: 0.0432, s2.acc: 93.8570, s2.loss_bbox: 0.0678, s2.loss_mask: 0.0482, loss: 1.2427 2022-06-05 13:42:09,876 - mmdet - INFO - Epoch [6][2850/7330] lr: 1.000e-04, eta: 3 days, 19:05:37, time: 1.423, data_time: 0.014, memory: 64749, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0300, loss_semantic_seg: 0.2048, s0.loss_cls: 0.1697, s0.acc: 94.0925, s0.loss_bbox: 0.0974, s0.loss_mask: 0.2139, s1.loss_cls: 0.0791, s1.acc: 94.4284, s1.loss_bbox: 0.0996, s1.loss_mask: 0.1005, s2.loss_cls: 0.0394, s2.acc: 94.4118, s2.loss_bbox: 0.0620, s2.loss_mask: 0.0469, loss: 1.1688 2022-06-05 13:43:21,689 - mmdet - INFO - Epoch [6][2900/7330] lr: 1.000e-04, eta: 3 days, 19:04:17, time: 1.436, data_time: 0.019, memory: 64749, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0337, loss_semantic_seg: 0.2069, s0.loss_cls: 0.1768, s0.acc: 93.6860, s0.loss_bbox: 0.1037, s0.loss_mask: 0.2150, s1.loss_cls: 0.0818, s1.acc: 94.2344, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1007, s2.loss_cls: 0.0413, s2.acc: 93.9975, s2.loss_bbox: 0.0669, s2.loss_mask: 0.0472, loss: 1.2105 2022-06-05 13:44:33,681 - mmdet - INFO - Epoch [6][2950/7330] lr: 1.000e-04, eta: 3 days, 19:02:58, time: 1.440, data_time: 0.016, memory: 64749, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0326, loss_semantic_seg: 0.2057, s0.loss_cls: 0.1881, s0.acc: 93.2654, s0.loss_bbox: 0.1069, s0.loss_mask: 0.2166, s1.loss_cls: 0.0873, s1.acc: 93.7483, s1.loss_bbox: 0.1117, s1.loss_mask: 0.1020, s2.loss_cls: 0.0435, s2.acc: 93.5803, s2.loss_bbox: 0.0693, s2.loss_mask: 0.0476, loss: 1.2385 2022-06-05 13:45:46,421 - mmdet - INFO - Epoch [6][3000/7330] lr: 1.000e-04, eta: 3 days, 19:01:43, time: 1.455, data_time: 0.016, memory: 64749, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0316, loss_semantic_seg: 0.2017, s0.loss_cls: 0.1924, s0.acc: 93.1792, s0.loss_bbox: 0.1112, s0.loss_mask: 0.2220, s1.loss_cls: 0.0912, s1.acc: 93.4949, s1.loss_bbox: 0.1143, s1.loss_mask: 0.1030, s2.loss_cls: 0.0456, s2.acc: 93.3932, s2.loss_bbox: 0.0697, s2.loss_mask: 0.0486, loss: 1.2613 2022-06-05 13:46:57,489 - mmdet - INFO - Epoch [6][3050/7330] lr: 1.000e-04, eta: 3 days, 19:00:18, time: 1.421, data_time: 0.014, memory: 64749, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0309, loss_semantic_seg: 0.2149, s0.loss_cls: 0.1886, s0.acc: 93.4097, s0.loss_bbox: 0.1074, s0.loss_mask: 0.2198, s1.loss_cls: 0.0871, s1.acc: 93.9953, s1.loss_bbox: 0.1127, s1.loss_mask: 0.1029, s2.loss_cls: 0.0440, s2.acc: 93.7593, s2.loss_bbox: 0.0704, s2.loss_mask: 0.0483, loss: 1.2534 2022-06-05 13:48:08,357 - mmdet - INFO - Epoch [6][3100/7330] lr: 1.000e-04, eta: 3 days, 18:58:53, time: 1.417, data_time: 0.014, memory: 64749, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0301, loss_semantic_seg: 0.2119, s0.loss_cls: 0.1816, s0.acc: 93.4722, s0.loss_bbox: 0.1072, s0.loss_mask: 0.2171, s1.loss_cls: 0.0841, s1.acc: 93.9811, s1.loss_bbox: 0.1119, s1.loss_mask: 0.1017, s2.loss_cls: 0.0424, s2.acc: 93.9258, s2.loss_bbox: 0.0681, s2.loss_mask: 0.0478, loss: 1.2289 2022-06-05 13:49:20,368 - mmdet - INFO - Epoch [6][3150/7330] lr: 1.000e-04, eta: 3 days, 18:57:34, time: 1.440, data_time: 0.015, memory: 64749, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0314, loss_semantic_seg: 0.2162, s0.loss_cls: 0.1863, s0.acc: 93.4807, s0.loss_bbox: 0.1043, s0.loss_mask: 0.2089, s1.loss_cls: 0.0870, s1.acc: 94.0381, s1.loss_bbox: 0.1094, s1.loss_mask: 0.0976, s2.loss_cls: 0.0437, s2.acc: 93.9435, s2.loss_bbox: 0.0673, s2.loss_mask: 0.0460, loss: 1.2252 2022-06-05 13:50:32,720 - mmdet - INFO - Epoch [6][3200/7330] lr: 1.000e-04, eta: 3 days, 18:56:17, time: 1.447, data_time: 0.014, memory: 64749, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0328, loss_semantic_seg: 0.2050, s0.loss_cls: 0.1951, s0.acc: 93.1104, s0.loss_bbox: 0.1141, s0.loss_mask: 0.2201, s1.loss_cls: 0.0919, s1.acc: 93.4366, s1.loss_bbox: 0.1164, s1.loss_mask: 0.1035, s2.loss_cls: 0.0455, s2.acc: 93.3192, s2.loss_bbox: 0.0703, s2.loss_mask: 0.0481, loss: 1.2736 2022-06-05 13:51:44,959 - mmdet - INFO - Epoch [6][3250/7330] lr: 1.000e-04, eta: 3 days, 18:54:59, time: 1.445, data_time: 0.014, memory: 64749, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0331, loss_semantic_seg: 0.2141, s0.loss_cls: 0.1844, s0.acc: 93.5376, s0.loss_bbox: 0.1079, s0.loss_mask: 0.2126, s1.loss_cls: 0.0858, s1.acc: 94.0206, s1.loss_bbox: 0.1127, s1.loss_mask: 0.1000, s2.loss_cls: 0.0431, s2.acc: 93.9433, s2.loss_bbox: 0.0705, s2.loss_mask: 0.0465, loss: 1.2380 2022-06-05 13:52:57,627 - mmdet - INFO - Epoch [6][3300/7330] lr: 1.000e-04, eta: 3 days, 18:53:44, time: 1.453, data_time: 0.018, memory: 64749, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0333, loss_semantic_seg: 0.2113, s0.loss_cls: 0.1922, s0.acc: 93.1777, s0.loss_bbox: 0.1107, s0.loss_mask: 0.2273, s1.loss_cls: 0.0904, s1.acc: 93.6931, s1.loss_bbox: 0.1153, s1.loss_mask: 0.1060, s2.loss_cls: 0.0453, s2.acc: 93.5733, s2.loss_bbox: 0.0703, s2.loss_mask: 0.0501, loss: 1.2820 2022-06-05 13:54:10,209 - mmdet - INFO - Exp name: htc++_beit_adapter_v2_large_fpn_3x_coco.py 2022-06-05 13:54:10,212 - mmdet - INFO - Epoch [6][3350/7330] lr: 1.000e-04, eta: 3 days, 18:52:28, time: 1.452, data_time: 0.017, memory: 64749, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0336, loss_semantic_seg: 0.1980, s0.loss_cls: 0.1960, s0.acc: 93.1953, s0.loss_bbox: 0.1110, s0.loss_mask: 0.2131, s1.loss_cls: 0.0909, s1.acc: 93.7760, s1.loss_bbox: 0.1137, s1.loss_mask: 0.0992, s2.loss_cls: 0.0458, s2.acc: 93.5532, s2.loss_bbox: 0.0692, s2.loss_mask: 0.0464, loss: 1.2477 2022-06-05 13:55:21,529 - mmdet - INFO - Epoch [6][3400/7330] lr: 1.000e-04, eta: 3 days, 18:51:05, time: 1.426, data_time: 0.015, memory: 64749, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0304, loss_semantic_seg: 0.2046, s0.loss_cls: 0.1740, s0.acc: 93.8962, s0.loss_bbox: 0.1014, s0.loss_mask: 0.2168, s1.loss_cls: 0.0800, s1.acc: 94.4198, s1.loss_bbox: 0.1084, s1.loss_mask: 0.1019, s2.loss_cls: 0.0408, s2.acc: 94.1798, s2.loss_bbox: 0.0681, s2.loss_mask: 0.0477, loss: 1.2004 2022-06-05 13:56:33,745 - mmdet - INFO - Epoch [6][3450/7330] lr: 1.000e-04, eta: 3 days, 18:49:47, time: 1.444, data_time: 0.015, memory: 64749, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0332, loss_semantic_seg: 0.2018, s0.loss_cls: 0.1921, s0.acc: 93.2334, s0.loss_bbox: 0.1112, s0.loss_mask: 0.2175, s1.loss_cls: 0.0884, s1.acc: 93.7984, s1.loss_bbox: 0.1157, s1.loss_mask: 0.1008, s2.loss_cls: 0.0446, s2.acc: 93.5719, s2.loss_bbox: 0.0713, s2.loss_mask: 0.0471, loss: 1.2513 2022-06-05 13:57:47,087 - mmdet - INFO - Epoch [6][3500/7330] lr: 1.000e-04, eta: 3 days, 18:48:36, time: 1.467, data_time: 0.017, memory: 64749, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0345, loss_semantic_seg: 0.2054, s0.loss_cls: 0.1977, s0.acc: 93.0842, s0.loss_bbox: 0.1122, s0.loss_mask: 0.2238, s1.loss_cls: 0.0927, s1.acc: 93.5234, s1.loss_bbox: 0.1153, s1.loss_mask: 0.1035, s2.loss_cls: 0.0466, s2.acc: 93.3406, s2.loss_bbox: 0.0714, s2.loss_mask: 0.0484, loss: 1.2798 2022-06-05 13:58:59,384 - mmdet - INFO - Epoch [6][3550/7330] lr: 1.000e-04, eta: 3 days, 18:47:18, time: 1.446, data_time: 0.018, memory: 64749, loss_rpn_cls: 0.0244, loss_rpn_bbox: 0.0304, loss_semantic_seg: 0.2060, s0.loss_cls: 0.1845, s0.acc: 93.3870, s0.loss_bbox: 0.1080, s0.loss_mask: 0.2163, s1.loss_cls: 0.0881, s1.acc: 93.7004, s1.loss_bbox: 0.1104, s1.loss_mask: 0.1007, s2.loss_cls: 0.0442, s2.acc: 93.6615, s2.loss_bbox: 0.0673, s2.loss_mask: 0.0474, loss: 1.2278 2022-06-05 14:00:10,946 - mmdet - INFO - Epoch [6][3600/7330] lr: 1.000e-04, eta: 3 days, 18:45:57, time: 1.431, data_time: 0.014, memory: 64749, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0328, loss_semantic_seg: 0.2072, s0.loss_cls: 0.1831, s0.acc: 93.6316, s0.loss_bbox: 0.1028, s0.loss_mask: 0.2133, s1.loss_cls: 0.0849, s1.acc: 94.1153, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1007, s2.loss_cls: 0.0424, s2.acc: 94.0168, s2.loss_bbox: 0.0658, s2.loss_mask: 0.0478, loss: 1.2143 2022-06-05 14:01:22,511 - mmdet - INFO - Epoch [6][3650/7330] lr: 1.000e-04, eta: 3 days, 18:44:36, time: 1.432, data_time: 0.018, memory: 64749, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0327, loss_semantic_seg: 0.2087, s0.loss_cls: 0.1878, s0.acc: 93.3496, s0.loss_bbox: 0.1099, s0.loss_mask: 0.2222, s1.loss_cls: 0.0892, s1.acc: 93.7401, s1.loss_bbox: 0.1133, s1.loss_mask: 0.1034, s2.loss_cls: 0.0446, s2.acc: 93.5789, s2.loss_bbox: 0.0708, s2.loss_mask: 0.0486, loss: 1.2600 2022-06-05 14:02:33,964 - mmdet - INFO - Epoch [6][3700/7330] lr: 1.000e-04, eta: 3 days, 18:43:14, time: 1.429, data_time: 0.017, memory: 64749, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0335, loss_semantic_seg: 0.2062, s0.loss_cls: 0.1807, s0.acc: 93.6736, s0.loss_bbox: 0.1057, s0.loss_mask: 0.2213, s1.loss_cls: 0.0843, s1.acc: 94.0996, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1028, s2.loss_cls: 0.0420, s2.acc: 94.0498, s2.loss_bbox: 0.0654, s2.loss_mask: 0.0481, loss: 1.2262 2022-06-05 14:03:46,703 - mmdet - INFO - Epoch [6][3750/7330] lr: 1.000e-04, eta: 3 days, 18:41:59, time: 1.455, data_time: 0.016, memory: 64749, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0326, loss_semantic_seg: 0.2189, s0.loss_cls: 0.1768, s0.acc: 93.7368, s0.loss_bbox: 0.1016, s0.loss_mask: 0.2207, s1.loss_cls: 0.0842, s1.acc: 94.0298, s1.loss_bbox: 0.1090, s1.loss_mask: 0.1032, s2.loss_cls: 0.0423, s2.acc: 93.9214, s2.loss_bbox: 0.0664, s2.loss_mask: 0.0478, loss: 1.2295 2022-06-05 14:04:58,706 - mmdet - INFO - Epoch [6][3800/7330] lr: 1.000e-04, eta: 3 days, 18:40:40, time: 1.440, data_time: 0.015, memory: 64749, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0331, loss_semantic_seg: 0.2100, s0.loss_cls: 0.1797, s0.acc: 93.7114, s0.loss_bbox: 0.1052, s0.loss_mask: 0.2129, s1.loss_cls: 0.0832, s1.acc: 94.1299, s1.loss_bbox: 0.1077, s1.loss_mask: 0.0998, s2.loss_cls: 0.0413, s2.acc: 94.0330, s2.loss_bbox: 0.0657, s2.loss_mask: 0.0472, loss: 1.2134 2022-06-05 14:06:11,069 - mmdet - INFO - Epoch [6][3850/7330] lr: 1.000e-04, eta: 3 days, 18:39:23, time: 1.447, data_time: 0.014, memory: 64749, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0317, loss_semantic_seg: 0.2108, s0.loss_cls: 0.1972, s0.acc: 92.9385, s0.loss_bbox: 0.1162, s0.loss_mask: 0.2167, s1.loss_cls: 0.0934, s1.acc: 93.3742, s1.loss_bbox: 0.1189, s1.loss_mask: 0.1016, s2.loss_cls: 0.0470, s2.acc: 93.1047, s2.loss_bbox: 0.0711, s2.loss_mask: 0.0475, loss: 1.2802 2022-06-05 14:07:23,480 - mmdet - INFO - Epoch [6][3900/7330] lr: 1.000e-04, eta: 3 days, 18:38:07, time: 1.449, data_time: 0.015, memory: 64749, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0332, loss_semantic_seg: 0.2036, s0.loss_cls: 0.1860, s0.acc: 93.4248, s0.loss_bbox: 0.1073, s0.loss_mask: 0.2165, s1.loss_cls: 0.0870, s1.acc: 93.9150, s1.loss_bbox: 0.1106, s1.loss_mask: 0.1015, s2.loss_cls: 0.0440, s2.acc: 93.6515, s2.loss_bbox: 0.0671, s2.loss_mask: 0.0477, loss: 1.2331 2022-06-05 14:08:35,113 - mmdet - INFO - Epoch [6][3950/7330] lr: 1.000e-04, eta: 3 days, 18:36:46, time: 1.433, data_time: 0.017, memory: 64749, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0305, loss_semantic_seg: 0.2109, s0.loss_cls: 0.1889, s0.acc: 93.3110, s0.loss_bbox: 0.1069, s0.loss_mask: 0.2169, s1.loss_cls: 0.0892, s1.acc: 93.6335, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1007, s2.loss_cls: 0.0449, s2.acc: 93.4262, s2.loss_bbox: 0.0654, s2.loss_mask: 0.0473, loss: 1.2363 2022-06-05 14:09:46,862 - mmdet - INFO - Epoch [6][4000/7330] lr: 1.000e-04, eta: 3 days, 18:35:26, time: 1.435, data_time: 0.015, memory: 64749, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0301, loss_semantic_seg: 0.2033, s0.loss_cls: 0.1826, s0.acc: 93.5583, s0.loss_bbox: 0.1052, s0.loss_mask: 0.2206, s1.loss_cls: 0.0863, s1.acc: 93.9374, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1031, s2.loss_cls: 0.0432, s2.acc: 93.7170, s2.loss_bbox: 0.0661, s2.loss_mask: 0.0484, loss: 1.2239 2022-06-05 14:10:59,584 - mmdet - INFO - Epoch [6][4050/7330] lr: 1.000e-04, eta: 3 days, 18:34:11, time: 1.454, data_time: 0.017, memory: 64749, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0346, loss_semantic_seg: 0.1936, s0.loss_cls: 0.1831, s0.acc: 93.4373, s0.loss_bbox: 0.1100, s0.loss_mask: 0.2191, s1.loss_cls: 0.0863, s1.acc: 93.8261, s1.loss_bbox: 0.1119, s1.loss_mask: 0.1021, s2.loss_cls: 0.0435, s2.acc: 93.5675, s2.loss_bbox: 0.0665, s2.loss_mask: 0.0482, loss: 1.2265 2022-06-05 14:12:11,905 - mmdet - INFO - Epoch [6][4100/7330] lr: 1.000e-04, eta: 3 days, 18:32:54, time: 1.447, data_time: 0.015, memory: 64749, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0334, loss_semantic_seg: 0.2141, s0.loss_cls: 0.1891, s0.acc: 93.4131, s0.loss_bbox: 0.1085, s0.loss_mask: 0.2214, s1.loss_cls: 0.0886, s1.acc: 93.8921, s1.loss_bbox: 0.1116, s1.loss_mask: 0.1029, s2.loss_cls: 0.0442, s2.acc: 93.7662, s2.loss_bbox: 0.0677, s2.loss_mask: 0.0479, loss: 1.2588 2022-06-05 14:13:23,993 - mmdet - INFO - Epoch [6][4150/7330] lr: 1.000e-04, eta: 3 days, 18:31:35, time: 1.441, data_time: 0.015, memory: 64749, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0355, loss_semantic_seg: 0.2142, s0.loss_cls: 0.1774, s0.acc: 93.7180, s0.loss_bbox: 0.1038, s0.loss_mask: 0.2207, s1.loss_cls: 0.0834, s1.acc: 94.1325, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1019, s2.loss_cls: 0.0428, s2.acc: 93.8329, s2.loss_bbox: 0.0652, s2.loss_mask: 0.0476, loss: 1.2256 2022-06-05 14:14:36,733 - mmdet - INFO - Epoch [6][4200/7330] lr: 1.000e-04, eta: 3 days, 18:30:21, time: 1.455, data_time: 0.020, memory: 64749, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0352, loss_semantic_seg: 0.2180, s0.loss_cls: 0.1901, s0.acc: 93.2488, s0.loss_bbox: 0.1115, s0.loss_mask: 0.2205, s1.loss_cls: 0.0882, s1.acc: 93.7405, s1.loss_bbox: 0.1150, s1.loss_mask: 0.1028, s2.loss_cls: 0.0441, s2.acc: 93.6399, s2.loss_bbox: 0.0690, s2.loss_mask: 0.0478, loss: 1.2712 2022-06-05 14:15:48,623 - mmdet - INFO - Epoch [6][4250/7330] lr: 1.000e-04, eta: 3 days, 18:29:01, time: 1.438, data_time: 0.015, memory: 64749, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0303, loss_semantic_seg: 0.2063, s0.loss_cls: 0.1793, s0.acc: 93.7061, s0.loss_bbox: 0.1044, s0.loss_mask: 0.2162, s1.loss_cls: 0.0846, s1.acc: 94.0865, s1.loss_bbox: 0.1084, s1.loss_mask: 0.1017, s2.loss_cls: 0.0429, s2.acc: 93.8462, s2.loss_bbox: 0.0669, s2.loss_mask: 0.0476, loss: 1.2158 2022-06-05 14:17:01,635 - mmdet - INFO - Epoch [6][4300/7330] lr: 1.000e-04, eta: 3 days, 18:27:48, time: 1.460, data_time: 0.013, memory: 64749, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0330, loss_semantic_seg: 0.2059, s0.loss_cls: 0.1926, s0.acc: 93.1519, s0.loss_bbox: 0.1131, s0.loss_mask: 0.2212, s1.loss_cls: 0.0911, s1.acc: 93.5375, s1.loss_bbox: 0.1150, s1.loss_mask: 0.1028, s2.loss_cls: 0.0458, s2.acc: 93.4181, s2.loss_bbox: 0.0695, s2.loss_mask: 0.0480, loss: 1.2664 2022-06-05 14:18:13,643 - mmdet - INFO - Exp name: htc++_beit_adapter_v2_large_fpn_3x_coco.py 2022-06-05 14:18:13,645 - mmdet - INFO - Epoch [6][4350/7330] lr: 1.000e-04, eta: 3 days, 18:26:30, time: 1.440, data_time: 0.018, memory: 64749, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0336, loss_semantic_seg: 0.2049, s0.loss_cls: 0.1820, s0.acc: 93.6003, s0.loss_bbox: 0.1062, s0.loss_mask: 0.2237, s1.loss_cls: 0.0859, s1.acc: 93.9147, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1042, s2.loss_cls: 0.0436, s2.acc: 93.6839, s2.loss_bbox: 0.0667, s2.loss_mask: 0.0487, loss: 1.2365 2022-06-05 14:19:25,957 - mmdet - INFO - Epoch [6][4400/7330] lr: 1.000e-04, eta: 3 days, 18:25:12, time: 1.446, data_time: 0.017, memory: 64749, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0324, loss_semantic_seg: 0.2118, s0.loss_cls: 0.1792, s0.acc: 93.6260, s0.loss_bbox: 0.1067, s0.loss_mask: 0.2199, s1.loss_cls: 0.0847, s1.acc: 94.0073, s1.loss_bbox: 0.1111, s1.loss_mask: 0.1022, s2.loss_cls: 0.0425, s2.acc: 93.7056, s2.loss_bbox: 0.0671, s2.loss_mask: 0.0476, loss: 1.2332 2022-06-05 14:20:38,246 - mmdet - INFO - Epoch [6][4450/7330] lr: 1.000e-04, eta: 3 days, 18:23:55, time: 1.445, data_time: 0.016, memory: 64749, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0328, loss_semantic_seg: 0.2148, s0.loss_cls: 0.1932, s0.acc: 93.3511, s0.loss_bbox: 0.1085, s0.loss_mask: 0.2186, s1.loss_cls: 0.0910, s1.acc: 93.8074, s1.loss_bbox: 0.1113, s1.loss_mask: 0.1021, s2.loss_cls: 0.0448, s2.acc: 93.6733, s2.loss_bbox: 0.0671, s2.loss_mask: 0.0474, loss: 1.2607 2022-06-05 14:21:50,360 - mmdet - INFO - Epoch [6][4500/7330] lr: 1.000e-04, eta: 3 days, 18:22:37, time: 1.444, data_time: 0.018, memory: 64749, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0315, loss_semantic_seg: 0.2157, s0.loss_cls: 0.1742, s0.acc: 93.8560, s0.loss_bbox: 0.1043, s0.loss_mask: 0.2174, s1.loss_cls: 0.0817, s1.acc: 94.2725, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1009, s2.loss_cls: 0.0402, s2.acc: 94.2631, s2.loss_bbox: 0.0632, s2.loss_mask: 0.0472, loss: 1.2092 2022-06-05 14:23:01,898 - mmdet - INFO - Epoch [6][4550/7330] lr: 1.000e-04, eta: 3 days, 18:21:16, time: 1.431, data_time: 0.019, memory: 64749, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0321, loss_semantic_seg: 0.2031, s0.loss_cls: 0.1769, s0.acc: 93.6812, s0.loss_bbox: 0.1050, s0.loss_mask: 0.2181, s1.loss_cls: 0.0817, s1.acc: 94.1204, s1.loss_bbox: 0.1108, s1.loss_mask: 0.1021, s2.loss_cls: 0.0406, s2.acc: 93.9803, s2.loss_bbox: 0.0706, s2.loss_mask: 0.0478, loss: 1.2136 2022-06-05 14:24:14,242 - mmdet - INFO - Epoch [6][4600/7330] lr: 1.000e-04, eta: 3 days, 18:19:59, time: 1.446, data_time: 0.015, memory: 64749, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0302, loss_semantic_seg: 0.2038, s0.loss_cls: 0.1813, s0.acc: 93.6138, s0.loss_bbox: 0.1047, s0.loss_mask: 0.2155, s1.loss_cls: 0.0847, s1.acc: 94.0695, s1.loss_bbox: 0.1100, s1.loss_mask: 0.1003, s2.loss_cls: 0.0426, s2.acc: 93.9450, s2.loss_bbox: 0.0671, s2.loss_mask: 0.0472, loss: 1.2128 2022-06-05 14:25:26,553 - mmdet - INFO - Epoch [6][4650/7330] lr: 1.000e-04, eta: 3 days, 18:18:42, time: 1.446, data_time: 0.013, memory: 64749, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0361, loss_semantic_seg: 0.2067, s0.loss_cls: 0.1854, s0.acc: 93.3887, s0.loss_bbox: 0.1125, s0.loss_mask: 0.2235, s1.loss_cls: 0.0871, s1.acc: 93.7580, s1.loss_bbox: 0.1118, s1.loss_mask: 0.1036, s2.loss_cls: 0.0436, s2.acc: 93.5833, s2.loss_bbox: 0.0652, s2.loss_mask: 0.0483, loss: 1.2542 2022-06-05 14:26:37,980 - mmdet - INFO - Epoch [6][4700/7330] lr: 1.000e-04, eta: 3 days, 18:17:21, time: 1.429, data_time: 0.013, memory: 64749, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0324, loss_semantic_seg: 0.2122, s0.loss_cls: 0.1748, s0.acc: 93.9209, s0.loss_bbox: 0.1034, s0.loss_mask: 0.2173, s1.loss_cls: 0.0794, s1.acc: 94.4654, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1002, s2.loss_cls: 0.0400, s2.acc: 94.3726, s2.loss_bbox: 0.0628, s2.loss_mask: 0.0469, loss: 1.2039 2022-06-05 14:27:49,356 - mmdet - INFO - Epoch [6][4750/7330] lr: 1.000e-04, eta: 3 days, 18:15:59, time: 1.426, data_time: 0.019, memory: 64749, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0326, loss_semantic_seg: 0.1976, s0.loss_cls: 0.1688, s0.acc: 93.8699, s0.loss_bbox: 0.1048, s0.loss_mask: 0.2169, s1.loss_cls: 0.0783, s1.acc: 94.3090, s1.loss_bbox: 0.1089, s1.loss_mask: 0.1016, s2.loss_cls: 0.0393, s2.acc: 94.1436, s2.loss_bbox: 0.0664, s2.loss_mask: 0.0479, loss: 1.1905 2022-06-05 14:29:01,414 - mmdet - INFO - Epoch [6][4800/7330] lr: 1.000e-04, eta: 3 days, 18:14:41, time: 1.442, data_time: 0.012, memory: 64749, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0345, loss_semantic_seg: 0.2073, s0.loss_cls: 0.1849, s0.acc: 93.4841, s0.loss_bbox: 0.1074, s0.loss_mask: 0.2199, s1.loss_cls: 0.0873, s1.acc: 93.8912, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1014, s2.loss_cls: 0.0437, s2.acc: 93.7685, s2.loss_bbox: 0.0657, s2.loss_mask: 0.0475, loss: 1.2379 2022-06-05 14:30:13,368 - mmdet - INFO - Epoch [6][4850/7330] lr: 1.000e-04, eta: 3 days, 18:13:22, time: 1.440, data_time: 0.013, memory: 64749, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0328, loss_semantic_seg: 0.2032, s0.loss_cls: 0.1811, s0.acc: 93.6580, s0.loss_bbox: 0.1047, s0.loss_mask: 0.2118, s1.loss_cls: 0.0846, s1.acc: 94.1939, s1.loss_bbox: 0.1072, s1.loss_mask: 0.0992, s2.loss_cls: 0.0414, s2.acc: 94.0650, s2.loss_bbox: 0.0651, s2.loss_mask: 0.0466, loss: 1.2061 2022-06-05 14:31:25,768 - mmdet - INFO - Epoch [6][4900/7330] lr: 1.000e-04, eta: 3 days, 18:12:05, time: 1.446, data_time: 0.017, memory: 64749, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0338, loss_semantic_seg: 0.1995, s0.loss_cls: 0.1713, s0.acc: 93.8853, s0.loss_bbox: 0.1039, s0.loss_mask: 0.2108, s1.loss_cls: 0.0794, s1.acc: 94.3588, s1.loss_bbox: 0.1071, s1.loss_mask: 0.0987, s2.loss_cls: 0.0401, s2.acc: 94.2207, s2.loss_bbox: 0.0661, s2.loss_mask: 0.0462, loss: 1.1857 2022-06-05 14:32:37,715 - mmdet - INFO - Epoch [6][4950/7330] lr: 1.000e-04, eta: 3 days, 18:10:47, time: 1.441, data_time: 0.018, memory: 64749, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0324, loss_semantic_seg: 0.2056, s0.loss_cls: 0.1779, s0.acc: 93.6118, s0.loss_bbox: 0.1054, s0.loss_mask: 0.2143, s1.loss_cls: 0.0833, s1.acc: 94.0548, s1.loss_bbox: 0.1066, s1.loss_mask: 0.0999, s2.loss_cls: 0.0417, s2.acc: 93.9526, s2.loss_bbox: 0.0654, s2.loss_mask: 0.0468, loss: 1.2064 2022-06-05 14:33:50,986 - mmdet - INFO - Epoch [6][5000/7330] lr: 1.000e-04, eta: 3 days, 18:09:35, time: 1.465, data_time: 0.016, memory: 64749, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0334, loss_semantic_seg: 0.2060, s0.loss_cls: 0.1837, s0.acc: 93.4902, s0.loss_bbox: 0.1053, s0.loss_mask: 0.2190, s1.loss_cls: 0.0855, s1.acc: 93.9368, s1.loss_bbox: 0.1090, s1.loss_mask: 0.1028, s2.loss_cls: 0.0438, s2.acc: 93.7199, s2.loss_bbox: 0.0686, s2.loss_mask: 0.0482, loss: 1.2356 2022-06-05 14:35:04,666 - mmdet - INFO - Epoch [6][5050/7330] lr: 1.000e-04, eta: 3 days, 18:08:25, time: 1.474, data_time: 0.018, memory: 64749, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0336, loss_semantic_seg: 0.2147, s0.loss_cls: 0.1934, s0.acc: 93.1270, s0.loss_bbox: 0.1112, s0.loss_mask: 0.2246, s1.loss_cls: 0.0919, s1.acc: 93.4599, s1.loss_bbox: 0.1147, s1.loss_mask: 0.1052, s2.loss_cls: 0.0457, s2.acc: 93.3447, s2.loss_bbox: 0.0683, s2.loss_mask: 0.0494, loss: 1.2805 2022-06-05 14:36:16,812 - mmdet - INFO - Epoch [6][5100/7330] lr: 1.000e-04, eta: 3 days, 18:07:08, time: 1.443, data_time: 0.014, memory: 64749, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0334, loss_semantic_seg: 0.2078, s0.loss_cls: 0.1938, s0.acc: 93.2102, s0.loss_bbox: 0.1110, s0.loss_mask: 0.2245, s1.loss_cls: 0.0913, s1.acc: 93.6292, s1.loss_bbox: 0.1151, s1.loss_mask: 0.1047, s2.loss_cls: 0.0455, s2.acc: 93.5219, s2.loss_bbox: 0.0695, s2.loss_mask: 0.0490, loss: 1.2755 2022-06-05 14:37:30,485 - mmdet - INFO - Epoch [6][5150/7330] lr: 1.000e-04, eta: 3 days, 18:05:58, time: 1.474, data_time: 0.016, memory: 64749, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0337, loss_semantic_seg: 0.2093, s0.loss_cls: 0.1891, s0.acc: 93.3364, s0.loss_bbox: 0.1069, s0.loss_mask: 0.2211, s1.loss_cls: 0.0884, s1.acc: 93.6887, s1.loss_bbox: 0.1103, s1.loss_mask: 0.1028, s2.loss_cls: 0.0441, s2.acc: 93.5234, s2.loss_bbox: 0.0665, s2.loss_mask: 0.0475, loss: 1.2487 2022-06-05 14:38:43,223 - mmdet - INFO - Epoch [6][5200/7330] lr: 1.000e-04, eta: 3 days, 18:04:44, time: 1.455, data_time: 0.014, memory: 64749, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0331, loss_semantic_seg: 0.2108, s0.loss_cls: 0.1845, s0.acc: 93.3796, s0.loss_bbox: 0.1094, s0.loss_mask: 0.2164, s1.loss_cls: 0.0868, s1.acc: 93.8684, s1.loss_bbox: 0.1144, s1.loss_mask: 0.1011, s2.loss_cls: 0.0431, s2.acc: 93.7400, s2.loss_bbox: 0.0704, s2.loss_mask: 0.0473, loss: 1.2446 2022-06-05 14:39:55,606 - mmdet - INFO - Epoch [6][5250/7330] lr: 1.000e-04, eta: 3 days, 18:03:27, time: 1.447, data_time: 0.015, memory: 64749, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0353, loss_semantic_seg: 0.2009, s0.loss_cls: 0.1899, s0.acc: 93.2903, s0.loss_bbox: 0.1118, s0.loss_mask: 0.2259, s1.loss_cls: 0.0890, s1.acc: 93.6616, s1.loss_bbox: 0.1153, s1.loss_mask: 0.1052, s2.loss_cls: 0.0446, s2.acc: 93.4627, s2.loss_bbox: 0.0692, s2.loss_mask: 0.0493, loss: 1.2661 2022-06-05 14:41:07,806 - mmdet - INFO - Epoch [6][5300/7330] lr: 1.000e-04, eta: 3 days, 18:02:10, time: 1.445, data_time: 0.016, memory: 64749, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0340, loss_semantic_seg: 0.2089, s0.loss_cls: 0.1907, s0.acc: 93.2808, s0.loss_bbox: 0.1072, s0.loss_mask: 0.2162, s1.loss_cls: 0.0903, s1.acc: 93.6946, s1.loss_bbox: 0.1097, s1.loss_mask: 0.1008, s2.loss_cls: 0.0448, s2.acc: 93.5991, s2.loss_bbox: 0.0666, s2.loss_mask: 0.0476, loss: 1.2449 2022-06-05 14:42:19,899 - mmdet - INFO - Exp name: htc++_beit_adapter_v2_large_fpn_3x_coco.py 2022-06-05 14:42:19,907 - mmdet - INFO - Epoch [6][5350/7330] lr: 1.000e-04, eta: 3 days, 18:00:52, time: 1.442, data_time: 0.013, memory: 64749, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0330, loss_semantic_seg: 0.2056, s0.loss_cls: 0.1760, s0.acc: 93.7651, s0.loss_bbox: 0.1027, s0.loss_mask: 0.2234, s1.loss_cls: 0.0807, s1.acc: 94.2407, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1040, s2.loss_cls: 0.0401, s2.acc: 94.2270, s2.loss_bbox: 0.0643, s2.loss_mask: 0.0486, loss: 1.2123 2022-06-05 14:43:32,151 - mmdet - INFO - Epoch [6][5400/7330] lr: 1.000e-04, eta: 3 days, 17:59:35, time: 1.445, data_time: 0.013, memory: 64749, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0327, loss_semantic_seg: 0.2149, s0.loss_cls: 0.1749, s0.acc: 93.7297, s0.loss_bbox: 0.1015, s0.loss_mask: 0.2126, s1.loss_cls: 0.0817, s1.acc: 94.1584, s1.loss_bbox: 0.1057, s1.loss_mask: 0.0996, s2.loss_cls: 0.0415, s2.acc: 93.8704, s2.loss_bbox: 0.0644, s2.loss_mask: 0.0470, loss: 1.2056 2022-06-05 14:44:44,428 - mmdet - INFO - Epoch [6][5450/7330] lr: 1.000e-04, eta: 3 days, 17:58:18, time: 1.446, data_time: 0.015, memory: 64749, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0323, loss_semantic_seg: 0.2147, s0.loss_cls: 0.1779, s0.acc: 93.7168, s0.loss_bbox: 0.1031, s0.loss_mask: 0.2151, s1.loss_cls: 0.0829, s1.acc: 94.1458, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1004, s2.loss_cls: 0.0413, s2.acc: 93.9991, s2.loss_bbox: 0.0630, s2.loss_mask: 0.0471, loss: 1.2100 2022-06-05 14:45:55,439 - mmdet - INFO - Epoch [6][5500/7330] lr: 1.000e-04, eta: 3 days, 17:56:54, time: 1.420, data_time: 0.018, memory: 64749, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0308, loss_semantic_seg: 0.2092, s0.loss_cls: 0.1747, s0.acc: 93.7571, s0.loss_bbox: 0.1021, s0.loss_mask: 0.2138, s1.loss_cls: 0.0821, s1.acc: 94.1210, s1.loss_bbox: 0.1081, s1.loss_mask: 0.0991, s2.loss_cls: 0.0413, s2.acc: 93.9564, s2.loss_bbox: 0.0673, s2.loss_mask: 0.0470, loss: 1.2022 2022-06-05 14:47:06,797 - mmdet - INFO - Epoch [6][5550/7330] lr: 1.000e-04, eta: 3 days, 17:55:32, time: 1.428, data_time: 0.014, memory: 64749, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0330, loss_semantic_seg: 0.2059, s0.loss_cls: 0.1830, s0.acc: 93.6287, s0.loss_bbox: 0.1049, s0.loss_mask: 0.2203, s1.loss_cls: 0.0846, s1.acc: 94.1739, s1.loss_bbox: 0.1085, s1.loss_mask: 0.1019, s2.loss_cls: 0.0420, s2.acc: 94.0744, s2.loss_bbox: 0.0661, s2.loss_mask: 0.0476, loss: 1.2257 2022-06-05 14:48:18,340 - mmdet - INFO - Epoch [6][5600/7330] lr: 1.000e-04, eta: 3 days, 17:54:11, time: 1.430, data_time: 0.014, memory: 64749, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0316, loss_semantic_seg: 0.2061, s0.loss_cls: 0.1864, s0.acc: 93.5186, s0.loss_bbox: 0.1062, s0.loss_mask: 0.2153, s1.loss_cls: 0.0877, s1.acc: 94.0096, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1012, s2.loss_cls: 0.0444, s2.acc: 93.8199, s2.loss_bbox: 0.0665, s2.loss_mask: 0.0478, loss: 1.2292 2022-06-05 14:49:29,144 - mmdet - INFO - Epoch [6][5650/7330] lr: 1.000e-04, eta: 3 days, 17:52:47, time: 1.417, data_time: 0.015, memory: 64749, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0311, loss_semantic_seg: 0.2142, s0.loss_cls: 0.1713, s0.acc: 93.9592, s0.loss_bbox: 0.1000, s0.loss_mask: 0.2117, s1.loss_cls: 0.0791, s1.acc: 94.3987, s1.loss_bbox: 0.1040, s1.loss_mask: 0.0993, s2.loss_cls: 0.0396, s2.acc: 94.3265, s2.loss_bbox: 0.0657, s2.loss_mask: 0.0468, loss: 1.1887 2022-06-05 14:50:40,589 - mmdet - INFO - Epoch [6][5700/7330] lr: 1.000e-04, eta: 3 days, 17:51:26, time: 1.429, data_time: 0.015, memory: 64749, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0336, loss_semantic_seg: 0.1952, s0.loss_cls: 0.1883, s0.acc: 93.3022, s0.loss_bbox: 0.1098, s0.loss_mask: 0.2198, s1.loss_cls: 0.0867, s1.acc: 93.9033, s1.loss_bbox: 0.1131, s1.loss_mask: 0.1020, s2.loss_cls: 0.0438, s2.acc: 93.7390, s2.loss_bbox: 0.0692, s2.loss_mask: 0.0479, loss: 1.2386 2022-06-05 14:51:51,977 - mmdet - INFO - Epoch [6][5750/7330] lr: 1.000e-04, eta: 3 days, 17:50:04, time: 1.427, data_time: 0.016, memory: 64749, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0307, loss_semantic_seg: 0.2082, s0.loss_cls: 0.1738, s0.acc: 93.7778, s0.loss_bbox: 0.1033, s0.loss_mask: 0.2216, s1.loss_cls: 0.0813, s1.acc: 94.1844, s1.loss_bbox: 0.1090, s1.loss_mask: 0.1047, s2.loss_cls: 0.0409, s2.acc: 94.0866, s2.loss_bbox: 0.0656, s2.loss_mask: 0.0490, loss: 1.2143 2022-06-05 14:53:02,897 - mmdet - INFO - Epoch [6][5800/7330] lr: 1.000e-04, eta: 3 days, 17:48:40, time: 1.419, data_time: 0.016, memory: 64749, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0316, loss_semantic_seg: 0.1964, s0.loss_cls: 0.1765, s0.acc: 93.6912, s0.loss_bbox: 0.1039, s0.loss_mask: 0.2124, s1.loss_cls: 0.0834, s1.acc: 94.1205, s1.loss_bbox: 0.1053, s1.loss_mask: 0.0991, s2.loss_cls: 0.0412, s2.acc: 94.0455, s2.loss_bbox: 0.0638, s2.loss_mask: 0.0467, loss: 1.1876 2022-06-05 14:54:14,697 - mmdet - INFO - Epoch [6][5850/7330] lr: 1.000e-04, eta: 3 days, 17:47:21, time: 1.436, data_time: 0.015, memory: 64749, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0326, loss_semantic_seg: 0.2131, s0.loss_cls: 0.1825, s0.acc: 93.5713, s0.loss_bbox: 0.1044, s0.loss_mask: 0.2188, s1.loss_cls: 0.0867, s1.acc: 93.8625, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1025, s2.loss_cls: 0.0437, s2.acc: 93.6709, s2.loss_bbox: 0.0660, s2.loss_mask: 0.0481, loss: 1.2339 2022-06-05 14:55:26,800 - mmdet - INFO - Epoch [6][5900/7330] lr: 1.000e-04, eta: 3 days, 17:46:03, time: 1.442, data_time: 0.019, memory: 64749, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0317, loss_semantic_seg: 0.2059, s0.loss_cls: 0.1942, s0.acc: 93.3728, s0.loss_bbox: 0.1106, s0.loss_mask: 0.2197, s1.loss_cls: 0.0903, s1.acc: 93.8115, s1.loss_bbox: 0.1146, s1.loss_mask: 0.1026, s2.loss_cls: 0.0451, s2.acc: 93.5811, s2.loss_bbox: 0.0695, s2.loss_mask: 0.0480, loss: 1.2592 2022-06-05 14:56:39,477 - mmdet - INFO - Epoch [6][5950/7330] lr: 1.000e-04, eta: 3 days, 17:44:49, time: 1.454, data_time: 0.015, memory: 64749, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0339, loss_semantic_seg: 0.1982, s0.loss_cls: 0.1903, s0.acc: 93.2661, s0.loss_bbox: 0.1107, s0.loss_mask: 0.2185, s1.loss_cls: 0.0890, s1.acc: 93.6356, s1.loss_bbox: 0.1128, s1.loss_mask: 0.1025, s2.loss_cls: 0.0445, s2.acc: 93.4790, s2.loss_bbox: 0.0686, s2.loss_mask: 0.0478, loss: 1.2453 2022-06-05 14:57:50,564 - mmdet - INFO - Epoch [6][6000/7330] lr: 1.000e-04, eta: 3 days, 17:43:26, time: 1.422, data_time: 0.013, memory: 64749, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0308, loss_semantic_seg: 0.2075, s0.loss_cls: 0.1774, s0.acc: 93.7546, s0.loss_bbox: 0.1047, s0.loss_mask: 0.2089, s1.loss_cls: 0.0823, s1.acc: 94.1191, s1.loss_bbox: 0.1080, s1.loss_mask: 0.0984, s2.loss_cls: 0.0418, s2.acc: 93.9795, s2.loss_bbox: 0.0671, s2.loss_mask: 0.0460, loss: 1.1988 2022-06-05 14:59:02,704 - mmdet - INFO - Epoch [6][6050/7330] lr: 1.000e-04, eta: 3 days, 17:42:08, time: 1.443, data_time: 0.014, memory: 64749, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0310, loss_semantic_seg: 0.2125, s0.loss_cls: 0.1834, s0.acc: 93.7358, s0.loss_bbox: 0.1043, s0.loss_mask: 0.2139, s1.loss_cls: 0.0872, s1.acc: 94.0136, s1.loss_bbox: 0.1069, s1.loss_mask: 0.0999, s2.loss_cls: 0.0433, s2.acc: 93.9330, s2.loss_bbox: 0.0642, s2.loss_mask: 0.0471, loss: 1.2200 2022-06-05 15:00:15,239 - mmdet - INFO - Epoch [6][6100/7330] lr: 1.000e-04, eta: 3 days, 17:40:53, time: 1.451, data_time: 0.019, memory: 64749, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0324, loss_semantic_seg: 0.2127, s0.loss_cls: 0.1871, s0.acc: 93.3936, s0.loss_bbox: 0.1103, s0.loss_mask: 0.2191, s1.loss_cls: 0.0879, s1.acc: 93.8429, s1.loss_bbox: 0.1147, s1.loss_mask: 0.1025, s2.loss_cls: 0.0443, s2.acc: 93.7231, s2.loss_bbox: 0.0702, s2.loss_mask: 0.0479, loss: 1.2556 2022-06-05 15:01:27,208 - mmdet - INFO - Epoch [6][6150/7330] lr: 1.000e-04, eta: 3 days, 17:39:34, time: 1.439, data_time: 0.019, memory: 64749, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0339, loss_semantic_seg: 0.2137, s0.loss_cls: 0.1866, s0.acc: 93.2817, s0.loss_bbox: 0.1101, s0.loss_mask: 0.2183, s1.loss_cls: 0.0865, s1.acc: 93.7784, s1.loss_bbox: 0.1140, s1.loss_mask: 0.1013, s2.loss_cls: 0.0438, s2.acc: 93.6117, s2.loss_bbox: 0.0698, s2.loss_mask: 0.0470, loss: 1.2546 2022-06-05 15:02:39,592 - mmdet - INFO - Epoch [6][6200/7330] lr: 1.000e-04, eta: 3 days, 17:38:18, time: 1.448, data_time: 0.016, memory: 64749, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0320, loss_semantic_seg: 0.2109, s0.loss_cls: 0.1780, s0.acc: 93.6956, s0.loss_bbox: 0.1042, s0.loss_mask: 0.2141, s1.loss_cls: 0.0820, s1.acc: 94.2331, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1010, s2.loss_cls: 0.0413, s2.acc: 94.0915, s2.loss_bbox: 0.0671, s2.loss_mask: 0.0471, loss: 1.2118 2022-06-05 15:03:51,740 - mmdet - INFO - Epoch [6][6250/7330] lr: 1.000e-04, eta: 3 days, 17:37:01, time: 1.443, data_time: 0.014, memory: 64749, loss_rpn_cls: 0.0234, loss_rpn_bbox: 0.0298, loss_semantic_seg: 0.2084, s0.loss_cls: 0.1697, s0.acc: 93.9434, s0.loss_bbox: 0.1011, s0.loss_mask: 0.2079, s1.loss_cls: 0.0803, s1.acc: 94.3192, s1.loss_bbox: 0.1059, s1.loss_mask: 0.0978, s2.loss_cls: 0.0404, s2.acc: 94.2138, s2.loss_bbox: 0.0658, s2.loss_mask: 0.0457, loss: 1.1762 2022-06-05 15:05:04,519 - mmdet - INFO - Epoch [6][6300/7330] lr: 1.000e-04, eta: 3 days, 17:35:47, time: 1.456, data_time: 0.020, memory: 64749, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0329, loss_semantic_seg: 0.2106, s0.loss_cls: 0.1882, s0.acc: 93.3225, s0.loss_bbox: 0.1090, s0.loss_mask: 0.2227, s1.loss_cls: 0.0874, s1.acc: 93.8202, s1.loss_bbox: 0.1117, s1.loss_mask: 0.1037, s2.loss_cls: 0.0439, s2.acc: 93.6665, s2.loss_bbox: 0.0671, s2.loss_mask: 0.0479, loss: 1.2531 2022-06-05 15:06:17,100 - mmdet - INFO - Exp name: htc++_beit_adapter_v2_large_fpn_3x_coco.py 2022-06-05 15:06:17,101 - mmdet - INFO - Epoch [6][6350/7330] lr: 1.000e-04, eta: 3 days, 17:34:31, time: 1.451, data_time: 0.015, memory: 64749, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0318, loss_semantic_seg: 0.2115, s0.loss_cls: 0.1802, s0.acc: 93.6709, s0.loss_bbox: 0.1028, s0.loss_mask: 0.2135, s1.loss_cls: 0.0839, s1.acc: 94.0960, s1.loss_bbox: 0.1064, s1.loss_mask: 0.0995, s2.loss_cls: 0.0422, s2.acc: 93.9581, s2.loss_bbox: 0.0666, s2.loss_mask: 0.0469, loss: 1.2118 2022-06-05 15:07:28,621 - mmdet - INFO - Epoch [6][6400/7330] lr: 1.000e-04, eta: 3 days, 17:33:11, time: 1.431, data_time: 0.015, memory: 64749, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0302, loss_semantic_seg: 0.1992, s0.loss_cls: 0.1916, s0.acc: 93.0894, s0.loss_bbox: 0.1118, s0.loss_mask: 0.2182, s1.loss_cls: 0.0898, s1.acc: 93.4747, s1.loss_bbox: 0.1163, s1.loss_mask: 0.1008, s2.loss_cls: 0.0453, s2.acc: 93.4308, s2.loss_bbox: 0.0701, s2.loss_mask: 0.0474, loss: 1.2474 2022-06-05 15:08:41,380 - mmdet - INFO - Epoch [6][6450/7330] lr: 1.000e-04, eta: 3 days, 17:31:57, time: 1.454, data_time: 0.014, memory: 64749, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0314, loss_semantic_seg: 0.2118, s0.loss_cls: 0.1893, s0.acc: 93.2800, s0.loss_bbox: 0.1070, s0.loss_mask: 0.2166, s1.loss_cls: 0.0899, s1.acc: 93.4914, s1.loss_bbox: 0.1108, s1.loss_mask: 0.1004, s2.loss_cls: 0.0451, s2.acc: 93.4467, s2.loss_bbox: 0.0675, s2.loss_mask: 0.0472, loss: 1.2418 2022-06-05 15:09:52,339 - mmdet - INFO - Epoch [6][6500/7330] lr: 1.000e-04, eta: 3 days, 17:30:33, time: 1.418, data_time: 0.017, memory: 64749, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0316, loss_semantic_seg: 0.2019, s0.loss_cls: 0.1893, s0.acc: 93.2717, s0.loss_bbox: 0.1114, s0.loss_mask: 0.2156, s1.loss_cls: 0.0886, s1.acc: 93.6756, s1.loss_bbox: 0.1125, s1.loss_mask: 0.1007, s2.loss_cls: 0.0444, s2.acc: 93.4876, s2.loss_bbox: 0.0687, s2.loss_mask: 0.0471, loss: 1.2367 2022-06-05 15:11:03,235 - mmdet - INFO - Epoch [6][6550/7330] lr: 1.000e-04, eta: 3 days, 17:29:10, time: 1.419, data_time: 0.016, memory: 64749, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0302, loss_semantic_seg: 0.2091, s0.loss_cls: 0.1879, s0.acc: 93.4216, s0.loss_bbox: 0.1078, s0.loss_mask: 0.2093, s1.loss_cls: 0.0880, s1.acc: 93.9182, s1.loss_bbox: 0.1109, s1.loss_mask: 0.0969, s2.loss_cls: 0.0440, s2.acc: 93.7213, s2.loss_bbox: 0.0677, s2.loss_mask: 0.0454, loss: 1.2227 2022-06-05 15:12:13,826 - mmdet - INFO - Epoch [6][6600/7330] lr: 1.000e-04, eta: 3 days, 17:27:44, time: 1.412, data_time: 0.017, memory: 64749, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0321, loss_semantic_seg: 0.2117, s0.loss_cls: 0.1903, s0.acc: 93.3594, s0.loss_bbox: 0.1062, s0.loss_mask: 0.2156, s1.loss_cls: 0.0897, s1.acc: 93.7202, s1.loss_bbox: 0.1131, s1.loss_mask: 0.1010, s2.loss_cls: 0.0448, s2.acc: 93.5738, s2.loss_bbox: 0.0700, s2.loss_mask: 0.0476, loss: 1.2514 2022-06-05 15:13:25,580 - mmdet - INFO - Epoch [6][6650/7330] lr: 1.000e-04, eta: 3 days, 17:26:25, time: 1.435, data_time: 0.016, memory: 64749, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0333, loss_semantic_seg: 0.2237, s0.loss_cls: 0.1932, s0.acc: 93.3179, s0.loss_bbox: 0.1096, s0.loss_mask: 0.2220, s1.loss_cls: 0.0904, s1.acc: 93.7591, s1.loss_bbox: 0.1102, s1.loss_mask: 0.1041, s2.loss_cls: 0.0453, s2.acc: 93.5614, s2.loss_bbox: 0.0670, s2.loss_mask: 0.0488, loss: 1.2775 2022-06-05 15:14:36,824 - mmdet - INFO - Epoch [6][6700/7330] lr: 1.000e-04, eta: 3 days, 17:25:03, time: 1.425, data_time: 0.017, memory: 64749, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0316, loss_semantic_seg: 0.2101, s0.loss_cls: 0.1899, s0.acc: 93.3652, s0.loss_bbox: 0.1078, s0.loss_mask: 0.2208, s1.loss_cls: 0.0881, s1.acc: 93.7718, s1.loss_bbox: 0.1117, s1.loss_mask: 0.1037, s2.loss_cls: 0.0432, s2.acc: 93.8022, s2.loss_bbox: 0.0692, s2.loss_mask: 0.0487, loss: 1.2505 2022-06-05 15:15:47,995 - mmdet - INFO - Epoch [6][6750/7330] lr: 1.000e-04, eta: 3 days, 17:23:41, time: 1.423, data_time: 0.014, memory: 64749, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0314, loss_semantic_seg: 0.1994, s0.loss_cls: 0.1838, s0.acc: 93.4136, s0.loss_bbox: 0.1048, s0.loss_mask: 0.2167, s1.loss_cls: 0.0859, s1.acc: 93.9274, s1.loss_bbox: 0.1106, s1.loss_mask: 0.1012, s2.loss_cls: 0.0429, s2.acc: 93.8162, s2.loss_bbox: 0.0695, s2.loss_mask: 0.0476, loss: 1.2201 2022-06-05 15:16:59,838 - mmdet - INFO - Epoch [6][6800/7330] lr: 1.000e-04, eta: 3 days, 17:22:22, time: 1.437, data_time: 0.015, memory: 64749, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0307, loss_semantic_seg: 0.2090, s0.loss_cls: 0.1872, s0.acc: 93.3042, s0.loss_bbox: 0.1062, s0.loss_mask: 0.2139, s1.loss_cls: 0.0897, s1.acc: 93.5607, s1.loss_bbox: 0.1115, s1.loss_mask: 0.1003, s2.loss_cls: 0.0448, s2.acc: 93.3802, s2.loss_bbox: 0.0674, s2.loss_mask: 0.0468, loss: 1.2354 2022-06-05 15:18:13,029 - mmdet - INFO - Epoch [6][6850/7330] lr: 1.000e-04, eta: 3 days, 17:21:10, time: 1.464, data_time: 0.014, memory: 64749, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0318, loss_semantic_seg: 0.2049, s0.loss_cls: 0.1841, s0.acc: 93.4829, s0.loss_bbox: 0.1044, s0.loss_mask: 0.2119, s1.loss_cls: 0.0855, s1.acc: 93.9286, s1.loss_bbox: 0.1103, s1.loss_mask: 0.0989, s2.loss_cls: 0.0428, s2.acc: 93.8674, s2.loss_bbox: 0.0665, s2.loss_mask: 0.0460, loss: 1.2128 2022-06-05 15:19:24,582 - mmdet - INFO - Epoch [6][6900/7330] lr: 1.000e-04, eta: 3 days, 17:19:50, time: 1.431, data_time: 0.013, memory: 64749, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0324, loss_semantic_seg: 0.2048, s0.loss_cls: 0.1844, s0.acc: 93.5864, s0.loss_bbox: 0.1041, s0.loss_mask: 0.2225, s1.loss_cls: 0.0863, s1.acc: 93.9673, s1.loss_bbox: 0.1097, s1.loss_mask: 0.1041, s2.loss_cls: 0.0436, s2.acc: 93.8770, s2.loss_bbox: 0.0677, s2.loss_mask: 0.0489, loss: 1.2383 2022-06-05 15:20:36,611 - mmdet - INFO - Epoch [6][6950/7330] lr: 1.000e-04, eta: 3 days, 17:18:32, time: 1.441, data_time: 0.016, memory: 64749, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0320, loss_semantic_seg: 0.2049, s0.loss_cls: 0.1850, s0.acc: 93.4690, s0.loss_bbox: 0.1081, s0.loss_mask: 0.2149, s1.loss_cls: 0.0862, s1.acc: 93.9222, s1.loss_bbox: 0.1093, s1.loss_mask: 0.1007, s2.loss_cls: 0.0425, s2.acc: 93.8703, s2.loss_bbox: 0.0673, s2.loss_mask: 0.0473, loss: 1.2274 2022-06-05 15:21:48,357 - mmdet - INFO - Epoch [6][7000/7330] lr: 1.000e-04, eta: 3 days, 17:17:13, time: 1.435, data_time: 0.013, memory: 64749, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0340, loss_semantic_seg: 0.2025, s0.loss_cls: 0.1876, s0.acc: 93.4028, s0.loss_bbox: 0.1089, s0.loss_mask: 0.2186, s1.loss_cls: 0.0882, s1.acc: 93.7475, s1.loss_bbox: 0.1125, s1.loss_mask: 0.1022, s2.loss_cls: 0.0448, s2.acc: 93.4777, s2.loss_bbox: 0.0682, s2.loss_mask: 0.0475, loss: 1.2452 2022-06-05 15:23:01,711 - mmdet - INFO - Epoch [6][7050/7330] lr: 1.000e-04, eta: 3 days, 17:16:02, time: 1.467, data_time: 0.015, memory: 64749, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0342, loss_semantic_seg: 0.2099, s0.loss_cls: 0.1888, s0.acc: 93.3062, s0.loss_bbox: 0.1090, s0.loss_mask: 0.2172, s1.loss_cls: 0.0893, s1.acc: 93.7239, s1.loss_bbox: 0.1115, s1.loss_mask: 0.1017, s2.loss_cls: 0.0444, s2.acc: 93.6591, s2.loss_bbox: 0.0684, s2.loss_mask: 0.0474, loss: 1.2497 2022-06-05 15:24:14,568 - mmdet - INFO - Epoch [6][7100/7330] lr: 1.000e-04, eta: 3 days, 17:14:49, time: 1.457, data_time: 0.018, memory: 64749, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0322, loss_semantic_seg: 0.2123, s0.loss_cls: 0.1833, s0.acc: 93.4614, s0.loss_bbox: 0.1091, s0.loss_mask: 0.2167, s1.loss_cls: 0.0853, s1.acc: 93.9428, s1.loss_bbox: 0.1146, s1.loss_mask: 0.1007, s2.loss_cls: 0.0432, s2.acc: 93.8332, s2.loss_bbox: 0.0703, s2.loss_mask: 0.0472, loss: 1.2431 2022-06-05 15:25:26,353 - mmdet - INFO - Epoch [6][7150/7330] lr: 1.000e-04, eta: 3 days, 17:13:30, time: 1.436, data_time: 0.017, memory: 64749, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0308, loss_semantic_seg: 0.2030, s0.loss_cls: 0.1809, s0.acc: 93.5129, s0.loss_bbox: 0.1036, s0.loss_mask: 0.2133, s1.loss_cls: 0.0844, s1.acc: 93.9227, s1.loss_bbox: 0.1096, s1.loss_mask: 0.0993, s2.loss_cls: 0.0429, s2.acc: 93.7425, s2.loss_bbox: 0.0686, s2.loss_mask: 0.0466, loss: 1.2085 2022-06-05 15:26:37,501 - mmdet - INFO - Epoch [6][7200/7330] lr: 1.000e-04, eta: 3 days, 17:12:07, time: 1.423, data_time: 0.016, memory: 64749, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0307, loss_semantic_seg: 0.2176, s0.loss_cls: 0.1820, s0.acc: 93.5710, s0.loss_bbox: 0.1060, s0.loss_mask: 0.2165, s1.loss_cls: 0.0847, s1.acc: 94.0313, s1.loss_bbox: 0.1106, s1.loss_mask: 0.1013, s2.loss_cls: 0.0426, s2.acc: 93.8815, s2.loss_bbox: 0.0684, s2.loss_mask: 0.0476, loss: 1.2336 2022-06-05 15:27:49,652 - mmdet - INFO - Epoch [6][7250/7330] lr: 1.000e-04, eta: 3 days, 17:10:50, time: 1.443, data_time: 0.013, memory: 64749, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0332, loss_semantic_seg: 0.2125, s0.loss_cls: 0.1853, s0.acc: 93.3843, s0.loss_bbox: 0.1094, s0.loss_mask: 0.2159, s1.loss_cls: 0.0869, s1.acc: 93.7713, s1.loss_bbox: 0.1124, s1.loss_mask: 0.0992, s2.loss_cls: 0.0434, s2.acc: 93.6949, s2.loss_bbox: 0.0686, s2.loss_mask: 0.0462, loss: 1.2411 2022-06-05 15:29:01,503 - mmdet - INFO - Epoch [6][7300/7330] lr: 1.000e-04, eta: 3 days, 17:09:32, time: 1.437, data_time: 0.018, memory: 64749, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0322, loss_semantic_seg: 0.2066, s0.loss_cls: 0.1843, s0.acc: 93.4758, s0.loss_bbox: 0.1052, s0.loss_mask: 0.2128, s1.loss_cls: 0.0864, s1.acc: 93.8501, s1.loss_bbox: 0.1095, s1.loss_mask: 0.0996, s2.loss_cls: 0.0435, s2.acc: 93.8143, s2.loss_bbox: 0.0686, s2.loss_mask: 0.0469, loss: 1.2245 2022-06-05 15:30:04,353 - mmdet - INFO - Saving checkpoint at 6 epochs 2022-06-05 15:34:06,257 - mmdet - INFO - Evaluating bbox... 2022-06-05 15:34:54,718 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.522 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.712 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.579 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.373 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 ] = 0.640 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.701 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.701 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.701 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.551 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.747 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.825 2022-06-05 15:34:54,719 - mmdet - INFO - Evaluating segm... 2022-06-05 15:35:54,227 - 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 ] = 0.505 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.270 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.499 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.633 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.611 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.611 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.611 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.446 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.656 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.749 2022-06-05 15:35:55,195 - mmdet - INFO - Exp name: htc++_beit_adapter_v2_large_fpn_3x_coco.py 2022-06-05 15:35:55,196 - mmdet - INFO - Epoch(val) [6][313] bbox_mAP: 0.5220, bbox_mAP_50: 0.7120, bbox_mAP_75: 0.5790, bbox_mAP_s: 0.3730, bbox_mAP_m: 0.5670, bbox_mAP_l: 0.6400, bbox_mAP_copypaste: 0.522 0.712 0.579 0.373 0.567 0.640, segm_mAP: 0.4590, segm_mAP_50: 0.6920, segm_mAP_75: 0.5050, segm_mAP_s: 0.2700, segm_mAP_m: 0.4990, segm_mAP_l: 0.6330, segm_mAP_copypaste: 0.459 0.692 0.505 0.270 0.499 0.633 2022-06-05 15:39:49,515 - mmdet - INFO - Epoch [7][50/7330] lr: 1.000e-04, eta: 3 days, 17:17:22, time: 4.686, data_time: 3.219, memory: 64749, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0327, loss_semantic_seg: 0.2037, s0.loss_cls: 0.1801, s0.acc: 93.5845, s0.loss_bbox: 0.1061, s0.loss_mask: 0.2123, s1.loss_cls: 0.0855, s1.acc: 93.9245, s1.loss_bbox: 0.1106, s1.loss_mask: 0.0984, s2.loss_cls: 0.0428, s2.acc: 93.7961, s2.loss_bbox: 0.0675, s2.loss_mask: 0.0456, loss: 1.2116 2022-06-05 15:41:01,805 - mmdet - INFO - Epoch [7][100/7330] lr: 1.000e-04, eta: 3 days, 17:16:05, time: 1.446, data_time: 0.014, memory: 64749, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0343, loss_semantic_seg: 0.2040, s0.loss_cls: 0.1829, s0.acc: 93.4121, s0.loss_bbox: 0.1067, s0.loss_mask: 0.2184, s1.loss_cls: 0.0867, s1.acc: 93.7954, s1.loss_bbox: 0.1101, s1.loss_mask: 0.1019, s2.loss_cls: 0.0438, s2.acc: 93.5541, s2.loss_bbox: 0.0676, s2.loss_mask: 0.0477, loss: 1.2315 2022-06-05 15:42:14,739 - mmdet - INFO - Epoch [7][150/7330] lr: 1.000e-04, eta: 3 days, 17:14:51, time: 1.459, data_time: 0.014, memory: 64749, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0310, loss_semantic_seg: 0.2120, s0.loss_cls: 0.1739, s0.acc: 93.8645, s0.loss_bbox: 0.1036, s0.loss_mask: 0.2133, s1.loss_cls: 0.0807, s1.acc: 94.3270, s1.loss_bbox: 0.1068, s1.loss_mask: 0.0995, s2.loss_cls: 0.0404, s2.acc: 94.1728, s2.loss_bbox: 0.0656, s2.loss_mask: 0.0470, loss: 1.2018 2022-06-05 15:43:26,326 - mmdet - INFO - Epoch [7][200/7330] lr: 1.000e-04, eta: 3 days, 17:13:30, time: 1.432, data_time: 0.016, memory: 64749, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0320, loss_semantic_seg: 0.2138, s0.loss_cls: 0.1825, s0.acc: 93.5403, s0.loss_bbox: 0.1106, s0.loss_mask: 0.2198, s1.loss_cls: 0.0833, s1.acc: 94.1189, s1.loss_bbox: 0.1137, s1.loss_mask: 0.1030, s2.loss_cls: 0.0425, s2.acc: 93.9465, s2.loss_bbox: 0.0692, s2.loss_mask: 0.0479, loss: 1.2476 2022-06-05 15:44:37,957 - mmdet - INFO - Epoch [7][250/7330] lr: 1.000e-04, eta: 3 days, 17:12:10, time: 1.433, data_time: 0.020, memory: 64749, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0295, loss_semantic_seg: 0.2036, s0.loss_cls: 0.1665, s0.acc: 93.9895, s0.loss_bbox: 0.0991, s0.loss_mask: 0.2102, s1.loss_cls: 0.0772, s1.acc: 94.3748, s1.loss_bbox: 0.1059, s1.loss_mask: 0.0991, s2.loss_cls: 0.0390, s2.acc: 94.3001, s2.loss_bbox: 0.0665, s2.loss_mask: 0.0470, loss: 1.1686 2022-06-05 15:45:50,034 - mmdet - INFO - Epoch [7][300/7330] lr: 1.000e-04, eta: 3 days, 17:10:52, time: 1.442, data_time: 0.015, memory: 64749, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0310, loss_semantic_seg: 0.2007, s0.loss_cls: 0.1797, s0.acc: 93.5593, s0.loss_bbox: 0.1055, s0.loss_mask: 0.2214, s1.loss_cls: 0.0837, s1.acc: 94.0758, s1.loss_bbox: 0.1085, s1.loss_mask: 0.1027, s2.loss_cls: 0.0425, s2.acc: 93.8313, s2.loss_bbox: 0.0659, s2.loss_mask: 0.0481, loss: 1.2171 2022-06-05 15:47:02,129 - mmdet - INFO - Epoch [7][350/7330] lr: 1.000e-04, eta: 3 days, 17:09:33, time: 1.441, data_time: 0.014, memory: 64749, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0331, loss_semantic_seg: 0.2030, s0.loss_cls: 0.1922, s0.acc: 93.3376, s0.loss_bbox: 0.1065, s0.loss_mask: 0.2157, s1.loss_cls: 0.0896, s1.acc: 93.7724, s1.loss_bbox: 0.1106, s1.loss_mask: 0.1003, s2.loss_cls: 0.0447, s2.acc: 93.7348, s2.loss_bbox: 0.0680, s2.loss_mask: 0.0470, loss: 1.2388 2022-06-05 15:48:14,284 - mmdet - INFO - Epoch [7][400/7330] lr: 1.000e-04, eta: 3 days, 17:08:16, time: 1.444, data_time: 0.018, memory: 64749, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0315, loss_semantic_seg: 0.1990, s0.loss_cls: 0.1808, s0.acc: 93.5010, s0.loss_bbox: 0.1086, s0.loss_mask: 0.2171, s1.loss_cls: 0.0840, s1.acc: 93.9207, s1.loss_bbox: 0.1159, s1.loss_mask: 0.1012, s2.loss_cls: 0.0422, s2.acc: 93.7759, s2.loss_bbox: 0.0710, s2.loss_mask: 0.0474, loss: 1.2264 2022-06-05 15:49:26,008 - mmdet - INFO - Epoch [7][450/7330] lr: 1.000e-04, eta: 3 days, 17:06:56, time: 1.434, data_time: 0.015, memory: 64749, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0321, loss_semantic_seg: 0.2093, s0.loss_cls: 0.1679, s0.acc: 93.9626, s0.loss_bbox: 0.1024, s0.loss_mask: 0.2162, s1.loss_cls: 0.0778, s1.acc: 94.4261, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1006, s2.loss_cls: 0.0386, s2.acc: 94.2816, s2.loss_bbox: 0.0660, s2.loss_mask: 0.0472, loss: 1.1903 2022-06-05 15:50:38,067 - mmdet - INFO - Epoch [7][500/7330] lr: 1.000e-04, eta: 3 days, 17:05:38, time: 1.442, data_time: 0.013, memory: 64749, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0341, loss_semantic_seg: 0.1957, s0.loss_cls: 0.1688, s0.acc: 93.9233, s0.loss_bbox: 0.1022, s0.loss_mask: 0.2150, s1.loss_cls: 0.0795, s1.acc: 94.2749, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1007, s2.loss_cls: 0.0405, s2.acc: 94.0857, s2.loss_bbox: 0.0647, s2.loss_mask: 0.0472, loss: 1.1853 2022-06-05 15:51:50,124 - mmdet - INFO - Epoch [7][550/7330] lr: 1.000e-04, eta: 3 days, 17:04:19, time: 1.441, data_time: 0.016, memory: 64749, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0326, loss_semantic_seg: 0.2038, s0.loss_cls: 0.1744, s0.acc: 93.8904, s0.loss_bbox: 0.1009, s0.loss_mask: 0.2068, s1.loss_cls: 0.0823, s1.acc: 94.2729, s1.loss_bbox: 0.1051, s1.loss_mask: 0.0970, s2.loss_cls: 0.0413, s2.acc: 94.0732, s2.loss_bbox: 0.0642, s2.loss_mask: 0.0455, loss: 1.1812 2022-06-05 15:53:02,257 - mmdet - INFO - Epoch [7][600/7330] lr: 1.000e-04, eta: 3 days, 17:03:01, time: 1.440, data_time: 0.016, memory: 64749, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0301, loss_semantic_seg: 0.1951, s0.loss_cls: 0.1740, s0.acc: 93.8047, s0.loss_bbox: 0.1014, s0.loss_mask: 0.2093, s1.loss_cls: 0.0808, s1.acc: 94.2438, s1.loss_bbox: 0.1045, s1.loss_mask: 0.0973, s2.loss_cls: 0.0412, s2.acc: 94.0652, s2.loss_bbox: 0.0647, s2.loss_mask: 0.0459, loss: 1.1701 2022-06-05 15:54:14,654 - mmdet - INFO - Epoch [7][650/7330] lr: 1.000e-04, eta: 3 days, 17:01:45, time: 1.450, data_time: 0.019, memory: 64749, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0303, loss_semantic_seg: 0.1980, s0.loss_cls: 0.1754, s0.acc: 93.6934, s0.loss_bbox: 0.1032, s0.loss_mask: 0.2158, s1.loss_cls: 0.0809, s1.acc: 94.1917, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1005, s2.loss_cls: 0.0415, s2.acc: 94.0054, s2.loss_bbox: 0.0678, s2.loss_mask: 0.0470, loss: 1.1916 2022-06-05 15:55:27,207 - mmdet - INFO - Epoch [7][700/7330] lr: 1.000e-04, eta: 3 days, 17:00:29, time: 1.451, data_time: 0.019, memory: 64749, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0331, loss_semantic_seg: 0.1960, s0.loss_cls: 0.1811, s0.acc: 93.5398, s0.loss_bbox: 0.1044, s0.loss_mask: 0.2180, s1.loss_cls: 0.0837, s1.acc: 94.0257, s1.loss_bbox: 0.1108, s1.loss_mask: 0.1017, s2.loss_cls: 0.0428, s2.acc: 93.7624, s2.loss_bbox: 0.0692, s2.loss_mask: 0.0477, loss: 1.2145 2022-06-05 15:56:39,533 - mmdet - INFO - Epoch [7][750/7330] lr: 1.000e-04, eta: 3 days, 16:59:13, time: 1.447, data_time: 0.016, memory: 64749, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0313, loss_semantic_seg: 0.2048, s0.loss_cls: 0.1786, s0.acc: 93.7437, s0.loss_bbox: 0.0999, s0.loss_mask: 0.2151, s1.loss_cls: 0.0841, s1.acc: 94.1075, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1007, s2.loss_cls: 0.0425, s2.acc: 93.9500, s2.loss_bbox: 0.0659, s2.loss_mask: 0.0475, loss: 1.2015 2022-06-05 15:57:52,139 - mmdet - INFO - Epoch [7][800/7330] lr: 1.000e-04, eta: 3 days, 16:57:57, time: 1.452, data_time: 0.014, memory: 64749, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0303, loss_semantic_seg: 0.2062, s0.loss_cls: 0.1713, s0.acc: 93.8049, s0.loss_bbox: 0.1022, s0.loss_mask: 0.2162, s1.loss_cls: 0.0794, s1.acc: 94.2443, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1009, s2.loss_cls: 0.0405, s2.acc: 94.1105, s2.loss_bbox: 0.0661, s2.loss_mask: 0.0473, loss: 1.1919 2022-06-05 15:59:04,153 - mmdet - INFO - Epoch [7][850/7330] lr: 1.000e-04, eta: 3 days, 16:56:39, time: 1.440, data_time: 0.017, memory: 64749, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0329, loss_semantic_seg: 0.2072, s0.loss_cls: 0.1871, s0.acc: 93.4338, s0.loss_bbox: 0.1079, s0.loss_mask: 0.2248, s1.loss_cls: 0.0871, s1.acc: 93.8213, s1.loss_bbox: 0.1116, s1.loss_mask: 0.1042, s2.loss_cls: 0.0431, s2.acc: 93.8245, s2.loss_bbox: 0.0685, s2.loss_mask: 0.0487, loss: 1.2525 2022-06-05 16:00:15,989 - mmdet - INFO - Epoch [7][900/7330] lr: 1.000e-04, eta: 3 days, 16:55:20, time: 1.437, data_time: 0.013, memory: 64749, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0350, loss_semantic_seg: 0.1901, s0.loss_cls: 0.1826, s0.acc: 93.4956, s0.loss_bbox: 0.1092, s0.loss_mask: 0.2197, s1.loss_cls: 0.0845, s1.acc: 94.0339, s1.loss_bbox: 0.1120, s1.loss_mask: 0.1024, s2.loss_cls: 0.0422, s2.acc: 93.8981, s2.loss_bbox: 0.0684, s2.loss_mask: 0.0481, loss: 1.2253 2022-06-05 16:01:27,604 - mmdet - INFO - Epoch [7][950/7330] lr: 1.000e-04, eta: 3 days, 16:53:59, time: 1.432, data_time: 0.015, memory: 64749, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0309, loss_semantic_seg: 0.2005, s0.loss_cls: 0.1748, s0.acc: 93.6777, s0.loss_bbox: 0.1030, s0.loss_mask: 0.2115, s1.loss_cls: 0.0813, s1.acc: 94.1512, s1.loss_bbox: 0.1084, s1.loss_mask: 0.0988, s2.loss_cls: 0.0406, s2.acc: 94.0380, s2.loss_bbox: 0.0671, s2.loss_mask: 0.0460, loss: 1.1891 2022-06-05 16:02:38,926 - mmdet - INFO - Epoch [7][1000/7330] lr: 1.000e-04, eta: 3 days, 16:52:38, time: 1.427, data_time: 0.018, memory: 64749, loss_rpn_cls: 0.0246, loss_rpn_bbox: 0.0303, loss_semantic_seg: 0.2034, s0.loss_cls: 0.1730, s0.acc: 93.8555, s0.loss_bbox: 0.1024, s0.loss_mask: 0.2076, s1.loss_cls: 0.0803, s1.acc: 94.2544, s1.loss_bbox: 0.1044, s1.loss_mask: 0.0969, s2.loss_cls: 0.0402, s2.acc: 94.1740, s2.loss_bbox: 0.0659, s2.loss_mask: 0.0457, loss: 1.1747 2022-06-05 16:03:50,110 - mmdet - INFO - Epoch [7][1050/7330] lr: 1.000e-04, eta: 3 days, 16:51:15, time: 1.424, data_time: 0.014, memory: 64749, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0313, loss_semantic_seg: 0.2167, s0.loss_cls: 0.1776, s0.acc: 93.8000, s0.loss_bbox: 0.1020, s0.loss_mask: 0.2126, s1.loss_cls: 0.0816, s1.acc: 94.2850, s1.loss_bbox: 0.1052, s1.loss_mask: 0.0987, s2.loss_cls: 0.0417, s2.acc: 94.1678, s2.loss_bbox: 0.0659, s2.loss_mask: 0.0464, loss: 1.2098 2022-06-05 16:05:02,328 - mmdet - INFO - Epoch [7][1100/7330] lr: 1.000e-04, eta: 3 days, 16:49:58, time: 1.443, data_time: 0.018, memory: 64749, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0302, loss_semantic_seg: 0.2059, s0.loss_cls: 0.1826, s0.acc: 93.5896, s0.loss_bbox: 0.1077, s0.loss_mask: 0.2145, s1.loss_cls: 0.0860, s1.acc: 93.9581, s1.loss_bbox: 0.1114, s1.loss_mask: 0.1000, s2.loss_cls: 0.0431, s2.acc: 93.8354, s2.loss_bbox: 0.0684, s2.loss_mask: 0.0468, loss: 1.2207 2022-06-05 16:06:14,816 - mmdet - INFO - Epoch [7][1150/7330] lr: 1.000e-04, eta: 3 days, 16:48:42, time: 1.451, data_time: 0.019, memory: 64749, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0328, loss_semantic_seg: 0.2050, s0.loss_cls: 0.1896, s0.acc: 93.3726, s0.loss_bbox: 0.1101, s0.loss_mask: 0.2178, s1.loss_cls: 0.0875, s1.acc: 93.8929, s1.loss_bbox: 0.1133, s1.loss_mask: 0.1010, s2.loss_cls: 0.0439, s2.acc: 93.6499, s2.loss_bbox: 0.0701, s2.loss_mask: 0.0471, loss: 1.2467 2022-06-05 16:07:27,133 - mmdet - INFO - Epoch [7][1200/7330] lr: 1.000e-04, eta: 3 days, 16:47:25, time: 1.446, data_time: 0.017, memory: 64749, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0321, loss_semantic_seg: 0.2073, s0.loss_cls: 0.1829, s0.acc: 93.5164, s0.loss_bbox: 0.1065, s0.loss_mask: 0.2172, s1.loss_cls: 0.0849, s1.acc: 94.0347, s1.loss_bbox: 0.1106, s1.loss_mask: 0.1023, s2.loss_cls: 0.0431, s2.acc: 93.7920, s2.loss_bbox: 0.0680, s2.loss_mask: 0.0481, loss: 1.2297 2022-06-05 16:08:39,169 - mmdet - INFO - Epoch [7][1250/7330] lr: 1.000e-04, eta: 3 days, 16:46:07, time: 1.440, data_time: 0.020, memory: 64749, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0324, loss_semantic_seg: 0.2110, s0.loss_cls: 0.1884, s0.acc: 93.4436, s0.loss_bbox: 0.1080, s0.loss_mask: 0.2119, s1.loss_cls: 0.0887, s1.acc: 93.8210, s1.loss_bbox: 0.1125, s1.loss_mask: 0.0985, s2.loss_cls: 0.0450, s2.acc: 93.5937, s2.loss_bbox: 0.0689, s2.loss_mask: 0.0465, loss: 1.2388 2022-06-05 16:09:50,932 - mmdet - INFO - Epoch [7][1300/7330] lr: 1.000e-04, eta: 3 days, 16:44:48, time: 1.436, data_time: 0.016, memory: 64749, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0328, loss_semantic_seg: 0.2070, s0.loss_cls: 0.1841, s0.acc: 93.3442, s0.loss_bbox: 0.1105, s0.loss_mask: 0.2193, s1.loss_cls: 0.0850, s1.acc: 93.9341, s1.loss_bbox: 0.1143, s1.loss_mask: 0.1019, s2.loss_cls: 0.0434, s2.acc: 93.7034, s2.loss_bbox: 0.0688, s2.loss_mask: 0.0475, loss: 1.2424 2022-06-05 16:11:02,951 - mmdet - INFO - Epoch [7][1350/7330] lr: 1.000e-04, eta: 3 days, 16:43:30, time: 1.440, data_time: 0.017, memory: 64749, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0321, loss_semantic_seg: 0.1920, s0.loss_cls: 0.1689, s0.acc: 93.8855, s0.loss_bbox: 0.1022, s0.loss_mask: 0.2111, s1.loss_cls: 0.0780, s1.acc: 94.3384, s1.loss_bbox: 0.1103, s1.loss_mask: 0.0991, s2.loss_cls: 0.0395, s2.acc: 94.1347, s2.loss_bbox: 0.0687, s2.loss_mask: 0.0466, loss: 1.1754 2022-06-05 16:12:14,941 - mmdet - INFO - Epoch [7][1400/7330] lr: 1.000e-04, eta: 3 days, 16:42:11, time: 1.439, data_time: 0.016, memory: 64749, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0318, loss_semantic_seg: 0.2047, s0.loss_cls: 0.1937, s0.acc: 93.2036, s0.loss_bbox: 0.1090, s0.loss_mask: 0.2149, s1.loss_cls: 0.0886, s1.acc: 93.7612, s1.loss_bbox: 0.1129, s1.loss_mask: 0.1002, s2.loss_cls: 0.0446, s2.acc: 93.5493, s2.loss_bbox: 0.0705, s2.loss_mask: 0.0472, loss: 1.2454 2022-06-05 16:13:26,497 - mmdet - INFO - Epoch [7][1450/7330] lr: 1.000e-04, eta: 3 days, 16:40:51, time: 1.432, data_time: 0.017, memory: 64749, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0314, loss_semantic_seg: 0.1979, s0.loss_cls: 0.1753, s0.acc: 93.6748, s0.loss_bbox: 0.1027, s0.loss_mask: 0.2110, s1.loss_cls: 0.0815, s1.acc: 94.1311, s1.loss_bbox: 0.1081, s1.loss_mask: 0.0982, s2.loss_cls: 0.0406, s2.acc: 94.0086, s2.loss_bbox: 0.0678, s2.loss_mask: 0.0464, loss: 1.1871 2022-06-05 16:14:37,900 - mmdet - INFO - Epoch [7][1500/7330] lr: 1.000e-04, eta: 3 days, 16:39:30, time: 1.428, data_time: 0.018, memory: 64749, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0308, loss_semantic_seg: 0.2032, s0.loss_cls: 0.1744, s0.acc: 93.7312, s0.loss_bbox: 0.1017, s0.loss_mask: 0.2096, s1.loss_cls: 0.0813, s1.acc: 94.2318, s1.loss_bbox: 0.1072, s1.loss_mask: 0.0978, s2.loss_cls: 0.0410, s2.acc: 93.9966, s2.loss_bbox: 0.0667, s2.loss_mask: 0.0458, loss: 1.1871 2022-06-05 16:15:49,961 - mmdet - INFO - Epoch [7][1550/7330] lr: 1.000e-04, eta: 3 days, 16:38:12, time: 1.441, data_time: 0.016, memory: 64749, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0319, loss_semantic_seg: 0.2006, s0.loss_cls: 0.1792, s0.acc: 93.6057, s0.loss_bbox: 0.1045, s0.loss_mask: 0.2165, s1.loss_cls: 0.0826, s1.acc: 94.0279, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1006, s2.loss_cls: 0.0418, s2.acc: 93.8881, s2.loss_bbox: 0.0672, s2.loss_mask: 0.0474, loss: 1.2068 2022-06-05 16:17:01,234 - mmdet - INFO - Epoch [7][1600/7330] lr: 1.000e-04, eta: 3 days, 16:36:50, time: 1.425, data_time: 0.019, memory: 64749, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0322, loss_semantic_seg: 0.1934, s0.loss_cls: 0.1747, s0.acc: 93.6833, s0.loss_bbox: 0.1055, s0.loss_mask: 0.2203, s1.loss_cls: 0.0807, s1.acc: 94.1840, s1.loss_bbox: 0.1127, s1.loss_mask: 0.1037, s2.loss_cls: 0.0408, s2.acc: 93.9882, s2.loss_bbox: 0.0696, s2.loss_mask: 0.0489, loss: 1.2086 2022-06-05 16:18:13,050 - mmdet - INFO - Epoch [7][1650/7330] lr: 1.000e-04, eta: 3 days, 16:35:31, time: 1.436, data_time: 0.020, memory: 64749, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0338, loss_semantic_seg: 0.2013, s0.loss_cls: 0.1769, s0.acc: 93.6619, s0.loss_bbox: 0.1039, s0.loss_mask: 0.2162, s1.loss_cls: 0.0839, s1.acc: 93.9376, s1.loss_bbox: 0.1068, s1.loss_mask: 0.0995, s2.loss_cls: 0.0425, s2.acc: 93.7473, s2.loss_bbox: 0.0636, s2.loss_mask: 0.0468, loss: 1.2039 2022-06-05 16:19:25,073 - mmdet - INFO - Epoch [7][1700/7330] lr: 1.000e-04, eta: 3 days, 16:34:13, time: 1.440, data_time: 0.018, memory: 64749, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0311, loss_semantic_seg: 0.1947, s0.loss_cls: 0.1683, s0.acc: 93.8457, s0.loss_bbox: 0.1009, s0.loss_mask: 0.2104, s1.loss_cls: 0.0787, s1.acc: 94.3006, s1.loss_bbox: 0.1043, s1.loss_mask: 0.0979, s2.loss_cls: 0.0391, s2.acc: 94.2876, s2.loss_bbox: 0.0639, s2.loss_mask: 0.0461, loss: 1.1607 2022-06-05 16:20:38,119 - mmdet - INFO - Epoch [7][1750/7330] lr: 1.000e-04, eta: 3 days, 16:33:00, time: 1.461, data_time: 0.014, memory: 64749, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0326, loss_semantic_seg: 0.2090, s0.loss_cls: 0.1771, s0.acc: 93.5847, s0.loss_bbox: 0.1058, s0.loss_mask: 0.2090, s1.loss_cls: 0.0831, s1.acc: 94.0335, s1.loss_bbox: 0.1081, s1.loss_mask: 0.0978, s2.loss_cls: 0.0412, s2.acc: 93.8974, s2.loss_bbox: 0.0655, s2.loss_mask: 0.0459, loss: 1.2028 2022-06-05 16:21:49,587 - mmdet - INFO - Epoch [7][1800/7330] lr: 1.000e-04, eta: 3 days, 16:31:39, time: 1.429, data_time: 0.017, memory: 64749, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0332, loss_semantic_seg: 0.1956, s0.loss_cls: 0.1742, s0.acc: 93.6470, s0.loss_bbox: 0.1062, s0.loss_mask: 0.2167, s1.loss_cls: 0.0817, s1.acc: 94.1007, s1.loss_bbox: 0.1119, s1.loss_mask: 0.1017, s2.loss_cls: 0.0413, s2.acc: 93.9365, s2.loss_bbox: 0.0674, s2.loss_mask: 0.0477, loss: 1.2053 2022-06-05 16:23:02,830 - mmdet - INFO - Epoch [7][1850/7330] lr: 1.000e-04, eta: 3 days, 16:30:27, time: 1.465, data_time: 0.014, memory: 64749, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0333, loss_semantic_seg: 0.2131, s0.loss_cls: 0.1823, s0.acc: 93.4736, s0.loss_bbox: 0.1063, s0.loss_mask: 0.2172, s1.loss_cls: 0.0858, s1.acc: 93.8786, s1.loss_bbox: 0.1120, s1.loss_mask: 0.1012, s2.loss_cls: 0.0440, s2.acc: 93.6521, s2.loss_bbox: 0.0673, s2.loss_mask: 0.0471, loss: 1.2354 2022-06-05 16:24:13,980 - mmdet - INFO - Epoch [7][1900/7330] lr: 1.000e-04, eta: 3 days, 16:29:05, time: 1.423, data_time: 0.017, memory: 64749, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0294, loss_semantic_seg: 0.2119, s0.loss_cls: 0.1760, s0.acc: 93.8025, s0.loss_bbox: 0.1031, s0.loss_mask: 0.2144, s1.loss_cls: 0.0824, s1.acc: 94.2196, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1000, s2.loss_cls: 0.0409, s2.acc: 94.0034, s2.loss_bbox: 0.0673, s2.loss_mask: 0.0467, loss: 1.2078 2022-06-05 16:25:25,943 - mmdet - INFO - Epoch [7][1950/7330] lr: 1.000e-04, eta: 3 days, 16:27:47, time: 1.439, data_time: 0.014, memory: 64749, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0313, loss_semantic_seg: 0.2091, s0.loss_cls: 0.1693, s0.acc: 93.9971, s0.loss_bbox: 0.1011, s0.loss_mask: 0.2150, s1.loss_cls: 0.0785, s1.acc: 94.4213, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1012, s2.loss_cls: 0.0398, s2.acc: 94.3034, s2.loss_bbox: 0.0644, s2.loss_mask: 0.0477, loss: 1.1908 2022-06-05 16:26:37,652 - mmdet - INFO - Epoch [7][2000/7330] lr: 1.000e-04, eta: 3 days, 16:26:27, time: 1.434, data_time: 0.017, memory: 64749, loss_rpn_cls: 0.0246, loss_rpn_bbox: 0.0302, loss_semantic_seg: 0.1970, s0.loss_cls: 0.1648, s0.acc: 94.0500, s0.loss_bbox: 0.0973, s0.loss_mask: 0.2082, s1.loss_cls: 0.0764, s1.acc: 94.4782, s1.loss_bbox: 0.1022, s1.loss_mask: 0.0978, s2.loss_cls: 0.0385, s2.acc: 94.2505, s2.loss_bbox: 0.0636, s2.loss_mask: 0.0465, loss: 1.1473 2022-06-05 16:27:49,835 - mmdet - INFO - Epoch [7][2050/7330] lr: 1.000e-04, eta: 3 days, 16:25:10, time: 1.444, data_time: 0.018, memory: 64749, loss_rpn_cls: 0.0244, loss_rpn_bbox: 0.0312, loss_semantic_seg: 0.1988, s0.loss_cls: 0.1793, s0.acc: 93.5669, s0.loss_bbox: 0.1032, s0.loss_mask: 0.2202, s1.loss_cls: 0.0833, s1.acc: 94.0412, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1034, s2.loss_cls: 0.0420, s2.acc: 93.9981, s2.loss_bbox: 0.0675, s2.loss_mask: 0.0486, loss: 1.2112 2022-06-05 16:29:02,190 - mmdet - INFO - Epoch [7][2100/7330] lr: 1.000e-04, eta: 3 days, 16:23:54, time: 1.447, data_time: 0.019, memory: 64749, loss_rpn_cls: 0.0244, loss_rpn_bbox: 0.0313, loss_semantic_seg: 0.2001, s0.loss_cls: 0.1837, s0.acc: 93.5159, s0.loss_bbox: 0.1063, s0.loss_mask: 0.2224, s1.loss_cls: 0.0856, s1.acc: 94.0242, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1042, s2.loss_cls: 0.0426, s2.acc: 93.9576, s2.loss_bbox: 0.0661, s2.loss_mask: 0.0486, loss: 1.2249 2022-06-05 16:30:12,806 - mmdet - INFO - Epoch [7][2150/7330] lr: 1.000e-04, eta: 3 days, 16:22:29, time: 1.412, data_time: 0.014, memory: 64749, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0309, loss_semantic_seg: 0.2024, s0.loss_cls: 0.1809, s0.acc: 93.6721, s0.loss_bbox: 0.1008, s0.loss_mask: 0.2068, s1.loss_cls: 0.0824, s1.acc: 94.2413, s1.loss_bbox: 0.1048, s1.loss_mask: 0.0967, s2.loss_cls: 0.0409, s2.acc: 94.1969, s2.loss_bbox: 0.0651, s2.loss_mask: 0.0457, loss: 1.1845 2022-06-05 16:31:24,308 - mmdet - INFO - Epoch [7][2200/7330] lr: 1.000e-04, eta: 3 days, 16:21:09, time: 1.431, data_time: 0.015, memory: 64749, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0319, loss_semantic_seg: 0.2024, s0.loss_cls: 0.1781, s0.acc: 93.6711, s0.loss_bbox: 0.1059, s0.loss_mask: 0.2170, s1.loss_cls: 0.0831, s1.acc: 94.1757, s1.loss_bbox: 0.1105, s1.loss_mask: 0.1015, s2.loss_cls: 0.0413, s2.acc: 94.0684, s2.loss_bbox: 0.0673, s2.loss_mask: 0.0475, loss: 1.2125 2022-06-05 16:32:37,298 - mmdet - INFO - Epoch [7][2250/7330] lr: 1.000e-04, eta: 3 days, 16:19:55, time: 1.460, data_time: 0.018, memory: 64749, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0323, loss_semantic_seg: 0.2070, s0.loss_cls: 0.1855, s0.acc: 93.4695, s0.loss_bbox: 0.1050, s0.loss_mask: 0.2166, s1.loss_cls: 0.0860, s1.acc: 93.9685, s1.loss_bbox: 0.1089, s1.loss_mask: 0.1010, s2.loss_cls: 0.0434, s2.acc: 93.8323, s2.loss_bbox: 0.0670, s2.loss_mask: 0.0473, loss: 1.2292 2022-06-05 16:33:50,825 - mmdet - INFO - Epoch [7][2300/7330] lr: 1.000e-04, eta: 3 days, 16:18:44, time: 1.470, data_time: 0.013, memory: 64749, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0319, loss_semantic_seg: 0.2021, s0.loss_cls: 0.1730, s0.acc: 93.9119, s0.loss_bbox: 0.0972, s0.loss_mask: 0.2089, s1.loss_cls: 0.0802, s1.acc: 94.2940, s1.loss_bbox: 0.1013, s1.loss_mask: 0.0978, s2.loss_cls: 0.0406, s2.acc: 94.2800, s2.loss_bbox: 0.0625, s2.loss_mask: 0.0460, loss: 1.1664 2022-06-05 16:35:02,874 - mmdet - INFO - Epoch [7][2350/7330] lr: 1.000e-04, eta: 3 days, 16:17:27, time: 1.441, data_time: 0.016, memory: 64749, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0307, loss_semantic_seg: 0.2023, s0.loss_cls: 0.1825, s0.acc: 93.5479, s0.loss_bbox: 0.1028, s0.loss_mask: 0.2152, s1.loss_cls: 0.0848, s1.acc: 94.0105, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1007, s2.loss_cls: 0.0418, s2.acc: 93.9893, s2.loss_bbox: 0.0643, s2.loss_mask: 0.0473, loss: 1.2050 2022-06-05 16:36:15,181 - mmdet - INFO - Epoch [7][2400/7330] lr: 1.000e-04, eta: 3 days, 16:16:10, time: 1.446, data_time: 0.015, memory: 64749, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0292, loss_semantic_seg: 0.2190, s0.loss_cls: 0.1755, s0.acc: 93.8831, s0.loss_bbox: 0.1027, s0.loss_mask: 0.2167, s1.loss_cls: 0.0815, s1.acc: 94.3320, s1.loss_bbox: 0.1084, s1.loss_mask: 0.1011, s2.loss_cls: 0.0413, s2.acc: 94.0880, s2.loss_bbox: 0.0667, s2.loss_mask: 0.0477, loss: 1.2189 2022-06-05 16:37:27,545 - mmdet - INFO - Epoch [7][2450/7330] lr: 1.000e-04, eta: 3 days, 16:14:54, time: 1.447, data_time: 0.017, memory: 64749, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0323, loss_semantic_seg: 0.2141, s0.loss_cls: 0.1717, s0.acc: 93.9080, s0.loss_bbox: 0.0982, s0.loss_mask: 0.2156, s1.loss_cls: 0.0785, s1.acc: 94.5028, s1.loss_bbox: 0.0995, s1.loss_mask: 0.1004, s2.loss_cls: 0.0395, s2.acc: 94.3709, s2.loss_bbox: 0.0618, s2.loss_mask: 0.0474, loss: 1.1857 2022-06-05 16:38:40,190 - mmdet - INFO - Epoch [7][2500/7330] lr: 1.000e-04, eta: 3 days, 16:13:39, time: 1.453, data_time: 0.013, memory: 64749, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0306, loss_semantic_seg: 0.2040, s0.loss_cls: 0.1624, s0.acc: 94.1396, s0.loss_bbox: 0.0973, s0.loss_mask: 0.2112, s1.loss_cls: 0.0745, s1.acc: 94.6180, s1.loss_bbox: 0.1022, s1.loss_mask: 0.0985, s2.loss_cls: 0.0375, s2.acc: 94.4786, s2.loss_bbox: 0.0635, s2.loss_mask: 0.0463, loss: 1.1531 2022-06-05 16:39:52,213 - mmdet - INFO - Epoch [7][2550/7330] lr: 1.000e-04, eta: 3 days, 16:12:21, time: 1.440, data_time: 0.015, memory: 64749, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0306, loss_semantic_seg: 0.2021, s0.loss_cls: 0.1689, s0.acc: 93.9260, s0.loss_bbox: 0.0982, s0.loss_mask: 0.2114, s1.loss_cls: 0.0782, s1.acc: 94.4051, s1.loss_bbox: 0.1029, s1.loss_mask: 0.0984, s2.loss_cls: 0.0389, s2.acc: 94.3106, s2.loss_bbox: 0.0641, s2.loss_mask: 0.0460, loss: 1.1653 2022-06-05 16:41:03,825 - mmdet - INFO - Epoch [7][2600/7330] lr: 1.000e-04, eta: 3 days, 16:11:01, time: 1.432, data_time: 0.015, memory: 64749, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0310, loss_semantic_seg: 0.2026, s0.loss_cls: 0.1736, s0.acc: 93.7900, s0.loss_bbox: 0.1042, s0.loss_mask: 0.2115, s1.loss_cls: 0.0816, s1.acc: 94.1952, s1.loss_bbox: 0.1083, s1.loss_mask: 0.0990, s2.loss_cls: 0.0406, s2.acc: 94.0789, s2.loss_bbox: 0.0656, s2.loss_mask: 0.0460, loss: 1.1914 2022-06-05 16:42:15,914 - mmdet - INFO - Epoch [7][2650/7330] lr: 1.000e-04, eta: 3 days, 16:09:44, time: 1.442, data_time: 0.019, memory: 64749, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0322, loss_semantic_seg: 0.2036, s0.loss_cls: 0.1749, s0.acc: 93.7041, s0.loss_bbox: 0.1038, s0.loss_mask: 0.2191, s1.loss_cls: 0.0818, s1.acc: 94.1529, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1014, s2.loss_cls: 0.0412, s2.acc: 94.0153, s2.loss_bbox: 0.0672, s2.loss_mask: 0.0482, loss: 1.2126 2022-06-05 16:43:28,779 - mmdet - INFO - Epoch [7][2700/7330] lr: 1.000e-04, eta: 3 days, 16:08:30, time: 1.457, data_time: 0.015, memory: 64749, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0331, loss_semantic_seg: 0.2150, s0.loss_cls: 0.1760, s0.acc: 93.7891, s0.loss_bbox: 0.1041, s0.loss_mask: 0.2174, s1.loss_cls: 0.0827, s1.acc: 94.1512, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1017, s2.loss_cls: 0.0420, s2.acc: 93.9432, s2.loss_bbox: 0.0666, s2.loss_mask: 0.0477, loss: 1.2192 2022-06-05 16:44:42,017 - mmdet - INFO - Epoch [7][2750/7330] lr: 1.000e-04, eta: 3 days, 16:07:18, time: 1.465, data_time: 0.018, memory: 64749, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0327, loss_semantic_seg: 0.2062, s0.loss_cls: 0.1778, s0.acc: 93.6995, s0.loss_bbox: 0.1012, s0.loss_mask: 0.2083, s1.loss_cls: 0.0830, s1.acc: 94.1839, s1.loss_bbox: 0.1043, s1.loss_mask: 0.0980, s2.loss_cls: 0.0415, s2.acc: 94.0423, s2.loss_bbox: 0.0651, s2.loss_mask: 0.0461, loss: 1.1910 2022-06-05 16:45:53,981 - mmdet - INFO - Epoch [7][2800/7330] lr: 1.000e-04, eta: 3 days, 16:06:00, time: 1.439, data_time: 0.014, memory: 64749, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0324, loss_semantic_seg: 0.1938, s0.loss_cls: 0.1708, s0.acc: 93.7932, s0.loss_bbox: 0.1025, s0.loss_mask: 0.2118, s1.loss_cls: 0.0795, s1.acc: 94.1836, s1.loss_bbox: 0.1060, s1.loss_mask: 0.0984, s2.loss_cls: 0.0398, s2.acc: 94.0703, s2.loss_bbox: 0.0656, s2.loss_mask: 0.0460, loss: 1.1715 2022-06-05 16:47:06,278 - mmdet - INFO - Epoch [7][2850/7330] lr: 1.000e-04, eta: 3 days, 16:04:43, time: 1.446, data_time: 0.017, memory: 64749, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0297, loss_semantic_seg: 0.1982, s0.loss_cls: 0.1720, s0.acc: 93.8701, s0.loss_bbox: 0.1017, s0.loss_mask: 0.2134, s1.loss_cls: 0.0788, s1.acc: 94.4639, s1.loss_bbox: 0.1065, s1.loss_mask: 0.0995, s2.loss_cls: 0.0398, s2.acc: 94.3318, s2.loss_bbox: 0.0666, s2.loss_mask: 0.0463, loss: 1.1791 2022-06-05 16:48:17,670 - mmdet - INFO - Epoch [7][2900/7330] lr: 1.000e-04, eta: 3 days, 16:03:23, time: 1.428, data_time: 0.017, memory: 64749, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0327, loss_semantic_seg: 0.2024, s0.loss_cls: 0.1616, s0.acc: 94.2747, s0.loss_bbox: 0.0991, s0.loss_mask: 0.2155, s1.loss_cls: 0.0748, s1.acc: 94.7559, s1.loss_bbox: 0.1014, s1.loss_mask: 0.1016, s2.loss_cls: 0.0378, s2.acc: 94.5278, s2.loss_bbox: 0.0602, s2.loss_mask: 0.0477, loss: 1.1629 2022-06-05 16:49:29,253 - mmdet - INFO - Epoch [7][2950/7330] lr: 1.000e-04, eta: 3 days, 16:02:03, time: 1.432, data_time: 0.016, memory: 64749, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0311, loss_semantic_seg: 0.1985, s0.loss_cls: 0.1772, s0.acc: 93.6570, s0.loss_bbox: 0.1063, s0.loss_mask: 0.2224, s1.loss_cls: 0.0828, s1.acc: 94.0266, s1.loss_bbox: 0.1109, s1.loss_mask: 0.1037, s2.loss_cls: 0.0415, s2.acc: 93.9472, s2.loss_bbox: 0.0667, s2.loss_mask: 0.0487, loss: 1.2153 2022-06-05 16:50:41,880 - mmdet - INFO - Epoch [7][3000/7330] lr: 1.000e-04, eta: 3 days, 16:00:48, time: 1.452, data_time: 0.013, memory: 64749, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0316, loss_semantic_seg: 0.1952, s0.loss_cls: 0.1730, s0.acc: 93.8035, s0.loss_bbox: 0.1041, s0.loss_mask: 0.2163, s1.loss_cls: 0.0802, s1.acc: 94.2534, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1007, s2.loss_cls: 0.0404, s2.acc: 94.1527, s2.loss_bbox: 0.0656, s2.loss_mask: 0.0470, loss: 1.1885 2022-06-05 16:51:54,559 - mmdet - INFO - Epoch [7][3050/7330] lr: 1.000e-04, eta: 3 days, 15:59:33, time: 1.452, data_time: 0.018, memory: 64749, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0341, loss_semantic_seg: 0.1969, s0.loss_cls: 0.1789, s0.acc: 93.5352, s0.loss_bbox: 0.1067, s0.loss_mask: 0.2108, s1.loss_cls: 0.0839, s1.acc: 93.9054, s1.loss_bbox: 0.1086, s1.loss_mask: 0.0985, s2.loss_cls: 0.0426, s2.acc: 93.7917, s2.loss_bbox: 0.0659, s2.loss_mask: 0.0460, loss: 1.1999 2022-06-05 16:53:06,046 - mmdet - INFO - Epoch [7][3100/7330] lr: 1.000e-04, eta: 3 days, 15:58:13, time: 1.432, data_time: 0.016, memory: 64749, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0313, loss_semantic_seg: 0.2082, s0.loss_cls: 0.1731, s0.acc: 93.8059, s0.loss_bbox: 0.1025, s0.loss_mask: 0.2153, s1.loss_cls: 0.0809, s1.acc: 94.2648, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1016, s2.loss_cls: 0.0408, s2.acc: 94.1450, s2.loss_bbox: 0.0655, s2.loss_mask: 0.0478, loss: 1.2011 2022-06-05 16:54:17,950 - mmdet - INFO - Epoch [7][3150/7330] lr: 1.000e-04, eta: 3 days, 15:56:55, time: 1.438, data_time: 0.013, memory: 64749, loss_rpn_cls: 0.0240, loss_rpn_bbox: 0.0318, loss_semantic_seg: 0.2015, s0.loss_cls: 0.1781, s0.acc: 93.6538, s0.loss_bbox: 0.1051, s0.loss_mask: 0.2114, s1.loss_cls: 0.0826, s1.acc: 94.2040, s1.loss_bbox: 0.1089, s1.loss_mask: 0.0995, s2.loss_cls: 0.0413, s2.acc: 94.0246, s2.loss_bbox: 0.0677, s2.loss_mask: 0.0465, loss: 1.1982 2022-06-05 16:55:29,139 - mmdet - INFO - Epoch [7][3200/7330] lr: 1.000e-04, eta: 3 days, 15:55:33, time: 1.424, data_time: 0.013, memory: 64749, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0283, loss_semantic_seg: 0.2014, s0.loss_cls: 0.1660, s0.acc: 94.1177, s0.loss_bbox: 0.0990, s0.loss_mask: 0.2101, s1.loss_cls: 0.0758, s1.acc: 94.6863, s1.loss_bbox: 0.1032, s1.loss_mask: 0.0994, s2.loss_cls: 0.0387, s2.acc: 94.5255, s2.loss_bbox: 0.0646, s2.loss_mask: 0.0468, loss: 1.1586 2022-06-05 16:56:41,168 - mmdet - INFO - Epoch [7][3250/7330] lr: 1.000e-04, eta: 3 days, 15:54:15, time: 1.441, data_time: 0.019, memory: 64749, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0298, loss_semantic_seg: 0.1962, s0.loss_cls: 0.1861, s0.acc: 93.3799, s0.loss_bbox: 0.1056, s0.loss_mask: 0.2096, s1.loss_cls: 0.0872, s1.acc: 93.8527, s1.loss_bbox: 0.1087, s1.loss_mask: 0.0975, s2.loss_cls: 0.0441, s2.acc: 93.5904, s2.loss_bbox: 0.0664, s2.loss_mask: 0.0459, loss: 1.2041 2022-06-05 16:57:53,026 - mmdet - INFO - Epoch [7][3300/7330] lr: 1.000e-04, eta: 3 days, 15:52:57, time: 1.437, data_time: 0.015, memory: 64749, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0322, loss_semantic_seg: 0.2071, s0.loss_cls: 0.1802, s0.acc: 93.5701, s0.loss_bbox: 0.1028, s0.loss_mask: 0.2084, s1.loss_cls: 0.0841, s1.acc: 94.0405, s1.loss_bbox: 0.1065, s1.loss_mask: 0.0974, s2.loss_cls: 0.0429, s2.acc: 93.7969, s2.loss_bbox: 0.0657, s2.loss_mask: 0.0459, loss: 1.1979 2022-06-05 16:59:04,680 - mmdet - INFO - Epoch [7][3350/7330] lr: 1.000e-04, eta: 3 days, 15:51:38, time: 1.433, data_time: 0.016, memory: 64749, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0287, loss_semantic_seg: 0.2156, s0.loss_cls: 0.1845, s0.acc: 93.5405, s0.loss_bbox: 0.1032, s0.loss_mask: 0.2172, s1.loss_cls: 0.0848, s1.acc: 94.1227, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1014, s2.loss_cls: 0.0427, s2.acc: 93.9395, s2.loss_bbox: 0.0668, s2.loss_mask: 0.0476, loss: 1.2309 2022-06-05 17:00:16,411 - mmdet - INFO - Epoch [7][3400/7330] lr: 1.000e-04, eta: 3 days, 15:50:19, time: 1.435, data_time: 0.019, memory: 64749, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0327, loss_semantic_seg: 0.2069, s0.loss_cls: 0.1856, s0.acc: 93.5295, s0.loss_bbox: 0.1069, s0.loss_mask: 0.2151, s1.loss_cls: 0.0865, s1.acc: 93.9027, s1.loss_bbox: 0.1117, s1.loss_mask: 0.0997, s2.loss_cls: 0.0438, s2.acc: 93.7295, s2.loss_bbox: 0.0686, s2.loss_mask: 0.0466, loss: 1.2272 2022-06-05 17:01:28,339 - mmdet - INFO - Epoch [7][3450/7330] lr: 1.000e-04, eta: 3 days, 15:49:01, time: 1.439, data_time: 0.018, memory: 64749, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0336, loss_semantic_seg: 0.2096, s0.loss_cls: 0.1886, s0.acc: 93.4089, s0.loss_bbox: 0.1058, s0.loss_mask: 0.2103, s1.loss_cls: 0.0876, s1.acc: 93.7915, s1.loss_bbox: 0.1104, s1.loss_mask: 0.0990, s2.loss_cls: 0.0442, s2.acc: 93.5784, s2.loss_bbox: 0.0671, s2.loss_mask: 0.0465, loss: 1.2308 2022-06-05 17:02:40,774 - mmdet - INFO - Epoch [7][3500/7330] lr: 1.000e-04, eta: 3 days, 15:47:45, time: 1.448, data_time: 0.018, memory: 64749, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0330, loss_semantic_seg: 0.2006, s0.loss_cls: 0.1819, s0.acc: 93.4182, s0.loss_bbox: 0.1070, s0.loss_mask: 0.2115, s1.loss_cls: 0.0841, s1.acc: 93.9605, s1.loss_bbox: 0.1112, s1.loss_mask: 0.0994, s2.loss_cls: 0.0422, s2.acc: 93.8148, s2.loss_bbox: 0.0693, s2.loss_mask: 0.0465, loss: 1.2128 2022-06-05 17:03:54,692 - mmdet - INFO - Epoch [7][3550/7330] lr: 1.000e-04, eta: 3 days, 15:46:36, time: 1.478, data_time: 0.015, memory: 64749, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0329, loss_semantic_seg: 0.2043, s0.loss_cls: 0.1841, s0.acc: 93.4211, s0.loss_bbox: 0.1068, s0.loss_mask: 0.2206, s1.loss_cls: 0.0857, s1.acc: 93.8451, s1.loss_bbox: 0.1106, s1.loss_mask: 0.1022, s2.loss_cls: 0.0435, s2.acc: 93.7662, s2.loss_bbox: 0.0678, s2.loss_mask: 0.0471, loss: 1.2329 2022-06-05 17:05:07,711 - mmdet - INFO - Epoch [7][3600/7330] lr: 1.000e-04, eta: 3 days, 15:45:23, time: 1.460, data_time: 0.016, memory: 64749, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0307, loss_semantic_seg: 0.2061, s0.loss_cls: 0.1972, s0.acc: 93.0325, s0.loss_bbox: 0.1148, s0.loss_mask: 0.2218, s1.loss_cls: 0.0918, s1.acc: 93.4501, s1.loss_bbox: 0.1140, s1.loss_mask: 0.1041, s2.loss_cls: 0.0450, s2.acc: 93.5219, s2.loss_bbox: 0.0710, s2.loss_mask: 0.0491, loss: 1.2732 2022-06-05 17:06:19,045 - mmdet - INFO - Epoch [7][3650/7330] lr: 1.000e-04, eta: 3 days, 15:44:02, time: 1.427, data_time: 0.017, memory: 64749, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0308, loss_semantic_seg: 0.2077, s0.loss_cls: 0.1830, s0.acc: 93.4548, s0.loss_bbox: 0.1050, s0.loss_mask: 0.2136, s1.loss_cls: 0.0859, s1.acc: 93.8539, s1.loss_bbox: 0.1099, s1.loss_mask: 0.0991, s2.loss_cls: 0.0431, s2.acc: 93.7278, s2.loss_bbox: 0.0675, s2.loss_mask: 0.0462, loss: 1.2203 2022-06-05 17:07:30,263 - mmdet - INFO - Epoch [7][3700/7330] lr: 1.000e-04, eta: 3 days, 15:42:41, time: 1.424, data_time: 0.016, memory: 64749, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0295, loss_semantic_seg: 0.1987, s0.loss_cls: 0.1852, s0.acc: 93.4429, s0.loss_bbox: 0.1037, s0.loss_mask: 0.2150, s1.loss_cls: 0.0868, s1.acc: 93.7880, s1.loss_bbox: 0.1100, s1.loss_mask: 0.1001, s2.loss_cls: 0.0438, s2.acc: 93.5929, s2.loss_bbox: 0.0689, s2.loss_mask: 0.0467, loss: 1.2145 2022-06-05 17:08:42,413 - mmdet - INFO - Epoch [7][3750/7330] lr: 1.000e-04, eta: 3 days, 15:41:24, time: 1.443, data_time: 0.015, memory: 64749, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0310, loss_semantic_seg: 0.2002, s0.loss_cls: 0.1787, s0.acc: 93.6936, s0.loss_bbox: 0.1015, s0.loss_mask: 0.2139, s1.loss_cls: 0.0825, s1.acc: 94.1107, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1000, s2.loss_cls: 0.0410, s2.acc: 94.0243, s2.loss_bbox: 0.0657, s2.loss_mask: 0.0468, loss: 1.1936 2022-06-05 17:09:54,198 - mmdet - INFO - Epoch [7][3800/7330] lr: 1.000e-04, eta: 3 days, 15:40:05, time: 1.436, data_time: 0.017, memory: 64749, loss_rpn_cls: 0.0249, loss_rpn_bbox: 0.0310, loss_semantic_seg: 0.2071, s0.loss_cls: 0.1725, s0.acc: 93.7932, s0.loss_bbox: 0.1026, s0.loss_mask: 0.2169, s1.loss_cls: 0.0814, s1.acc: 94.2482, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1016, s2.loss_cls: 0.0409, s2.acc: 93.9773, s2.loss_bbox: 0.0667, s2.loss_mask: 0.0479, loss: 1.2004 2022-06-05 17:11:05,169 - mmdet - INFO - Epoch [7][3850/7330] lr: 1.000e-04, eta: 3 days, 15:38:43, time: 1.418, data_time: 0.016, memory: 64749, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0311, loss_semantic_seg: 0.1976, s0.loss_cls: 0.1727, s0.acc: 93.8506, s0.loss_bbox: 0.1018, s0.loss_mask: 0.2114, s1.loss_cls: 0.0813, s1.acc: 94.3279, s1.loss_bbox: 0.1072, s1.loss_mask: 0.0987, s2.loss_cls: 0.0405, s2.acc: 94.2571, s2.loss_bbox: 0.0672, s2.loss_mask: 0.0464, loss: 1.1827 2022-06-05 17:12:16,886 - mmdet - INFO - Epoch [7][3900/7330] lr: 1.000e-04, eta: 3 days, 15:37:24, time: 1.436, data_time: 0.019, memory: 64749, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0306, loss_semantic_seg: 0.2103, s0.loss_cls: 0.1734, s0.acc: 93.8604, s0.loss_bbox: 0.1025, s0.loss_mask: 0.2132, s1.loss_cls: 0.0800, s1.acc: 94.2755, s1.loss_bbox: 0.1062, s1.loss_mask: 0.0995, s2.loss_cls: 0.0402, s2.acc: 94.1361, s2.loss_bbox: 0.0661, s2.loss_mask: 0.0468, loss: 1.1959 2022-06-05 17:13:28,962 - mmdet - INFO - Epoch [7][3950/7330] lr: 1.000e-04, eta: 3 days, 15:36:07, time: 1.442, data_time: 0.016, memory: 64749, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0320, loss_semantic_seg: 0.2026, s0.loss_cls: 0.1824, s0.acc: 93.5930, s0.loss_bbox: 0.1068, s0.loss_mask: 0.2159, s1.loss_cls: 0.0859, s1.acc: 93.9793, s1.loss_bbox: 0.1099, s1.loss_mask: 0.1007, s2.loss_cls: 0.0427, s2.acc: 93.8134, s2.loss_bbox: 0.0671, s2.loss_mask: 0.0474, loss: 1.2200 2022-06-05 17:14:40,502 - mmdet - INFO - Epoch [7][4000/7330] lr: 1.000e-04, eta: 3 days, 15:34:47, time: 1.431, data_time: 0.014, memory: 64749, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0344, loss_semantic_seg: 0.2080, s0.loss_cls: 0.1859, s0.acc: 93.3906, s0.loss_bbox: 0.1089, s0.loss_mask: 0.2217, s1.loss_cls: 0.0870, s1.acc: 93.8354, s1.loss_bbox: 0.1120, s1.loss_mask: 0.1038, s2.loss_cls: 0.0440, s2.acc: 93.6558, s2.loss_bbox: 0.0680, s2.loss_mask: 0.0485, loss: 1.2508 2022-06-05 17:15:52,081 - mmdet - INFO - Epoch [7][4050/7330] lr: 1.000e-04, eta: 3 days, 15:33:28, time: 1.431, data_time: 0.021, memory: 64749, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0316, loss_semantic_seg: 0.2032, s0.loss_cls: 0.1755, s0.acc: 93.7251, s0.loss_bbox: 0.1022, s0.loss_mask: 0.2126, s1.loss_cls: 0.0815, s1.acc: 94.1633, s1.loss_bbox: 0.1047, s1.loss_mask: 0.0983, s2.loss_cls: 0.0408, s2.acc: 94.1002, s2.loss_bbox: 0.0649, s2.loss_mask: 0.0463, loss: 1.1873 2022-06-05 17:17:04,767 - mmdet - INFO - Epoch [7][4100/7330] lr: 1.000e-04, eta: 3 days, 15:32:13, time: 1.452, data_time: 0.014, memory: 64749, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0313, loss_semantic_seg: 0.2108, s0.loss_cls: 0.1715, s0.acc: 93.7871, s0.loss_bbox: 0.1014, s0.loss_mask: 0.2096, s1.loss_cls: 0.0799, s1.acc: 94.2528, s1.loss_bbox: 0.1055, s1.loss_mask: 0.0976, s2.loss_cls: 0.0402, s2.acc: 94.0335, s2.loss_bbox: 0.0649, s2.loss_mask: 0.0454, loss: 1.1851 2022-06-05 17:18:16,433 - mmdet - INFO - Epoch [7][4150/7330] lr: 1.000e-04, eta: 3 days, 15:30:54, time: 1.434, data_time: 0.017, memory: 64749, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0296, loss_semantic_seg: 0.1977, s0.loss_cls: 0.1641, s0.acc: 94.0964, s0.loss_bbox: 0.0969, s0.loss_mask: 0.2057, s1.loss_cls: 0.0767, s1.acc: 94.5079, s1.loss_bbox: 0.1036, s1.loss_mask: 0.0970, s2.loss_cls: 0.0391, s2.acc: 94.3970, s2.loss_bbox: 0.0643, s2.loss_mask: 0.0456, loss: 1.1450 2022-06-05 17:19:29,485 - mmdet - INFO - Epoch [7][4200/7330] lr: 1.000e-04, eta: 3 days, 15:29:41, time: 1.462, data_time: 0.018, memory: 64749, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0328, loss_semantic_seg: 0.2075, s0.loss_cls: 0.1875, s0.acc: 93.4490, s0.loss_bbox: 0.1063, s0.loss_mask: 0.2172, s1.loss_cls: 0.0871, s1.acc: 93.8557, s1.loss_bbox: 0.1110, s1.loss_mask: 0.1017, s2.loss_cls: 0.0440, s2.acc: 93.7313, s2.loss_bbox: 0.0677, s2.loss_mask: 0.0476, loss: 1.2380 2022-06-05 17:20:42,212 - mmdet - INFO - Epoch [7][4250/7330] lr: 1.000e-04, eta: 3 days, 15:28:27, time: 1.455, data_time: 0.017, memory: 64749, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0332, loss_semantic_seg: 0.2080, s0.loss_cls: 0.1797, s0.acc: 93.7012, s0.loss_bbox: 0.1039, s0.loss_mask: 0.2121, s1.loss_cls: 0.0829, s1.acc: 94.1923, s1.loss_bbox: 0.1074, s1.loss_mask: 0.0994, s2.loss_cls: 0.0417, s2.acc: 93.9910, s2.loss_bbox: 0.0657, s2.loss_mask: 0.0465, loss: 1.2087 2022-06-05 17:21:53,510 - mmdet - INFO - Epoch [7][4300/7330] lr: 1.000e-04, eta: 3 days, 15:27:06, time: 1.426, data_time: 0.015, memory: 64749, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0320, loss_semantic_seg: 0.2045, s0.loss_cls: 0.1745, s0.acc: 93.8008, s0.loss_bbox: 0.1037, s0.loss_mask: 0.2162, s1.loss_cls: 0.0811, s1.acc: 94.1603, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1013, s2.loss_cls: 0.0405, s2.acc: 94.1855, s2.loss_bbox: 0.0651, s2.loss_mask: 0.0474, loss: 1.2002 2022-06-05 17:23:04,190 - mmdet - INFO - Epoch [7][4350/7330] lr: 1.000e-04, eta: 3 days, 15:25:43, time: 1.414, data_time: 0.017, memory: 64749, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0316, loss_semantic_seg: 0.1912, s0.loss_cls: 0.1660, s0.acc: 94.0281, s0.loss_bbox: 0.0979, s0.loss_mask: 0.2206, s1.loss_cls: 0.0768, s1.acc: 94.4847, s1.loss_bbox: 0.1011, s1.loss_mask: 0.1026, s2.loss_cls: 0.0383, s2.acc: 94.3778, s2.loss_bbox: 0.0623, s2.loss_mask: 0.0477, loss: 1.1636 2022-06-05 17:24:16,163 - mmdet - INFO - Epoch [7][4400/7330] lr: 1.000e-04, eta: 3 days, 15:24:25, time: 1.438, data_time: 0.018, memory: 64749, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0303, loss_semantic_seg: 0.1961, s0.loss_cls: 0.1669, s0.acc: 93.8740, s0.loss_bbox: 0.1008, s0.loss_mask: 0.2170, s1.loss_cls: 0.0778, s1.acc: 94.3949, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1020, s2.loss_cls: 0.0396, s2.acc: 94.1480, s2.loss_bbox: 0.0643, s2.loss_mask: 0.0483, loss: 1.1746 2022-06-05 17:25:27,630 - mmdet - INFO - Epoch [7][4450/7330] lr: 1.000e-04, eta: 3 days, 15:23:05, time: 1.431, data_time: 0.018, memory: 64749, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0304, loss_semantic_seg: 0.1981, s0.loss_cls: 0.1619, s0.acc: 94.1208, s0.loss_bbox: 0.0977, s0.loss_mask: 0.2063, s1.loss_cls: 0.0758, s1.acc: 94.5151, s1.loss_bbox: 0.1020, s1.loss_mask: 0.0968, s2.loss_cls: 0.0383, s2.acc: 94.4026, s2.loss_bbox: 0.0634, s2.loss_mask: 0.0454, loss: 1.1390 2022-06-05 17:26:39,055 - mmdet - INFO - Epoch [7][4500/7330] lr: 1.000e-04, eta: 3 days, 15:21:45, time: 1.429, data_time: 0.019, memory: 64749, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0310, loss_semantic_seg: 0.2031, s0.loss_cls: 0.1728, s0.acc: 93.7495, s0.loss_bbox: 0.1017, s0.loss_mask: 0.2063, s1.loss_cls: 0.0808, s1.acc: 94.1361, s1.loss_bbox: 0.1071, s1.loss_mask: 0.0973, s2.loss_cls: 0.0410, s2.acc: 93.9287, s2.loss_bbox: 0.0653, s2.loss_mask: 0.0453, loss: 1.1788 2022-06-05 17:27:50,096 - mmdet - INFO - Epoch [7][4550/7330] lr: 1.000e-04, eta: 3 days, 15:20:24, time: 1.421, data_time: 0.017, memory: 64749, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0321, loss_semantic_seg: 0.2033, s0.loss_cls: 0.1837, s0.acc: 93.6030, s0.loss_bbox: 0.1031, s0.loss_mask: 0.2151, s1.loss_cls: 0.0862, s1.acc: 94.0610, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1015, s2.loss_cls: 0.0437, s2.acc: 93.9278, s2.loss_bbox: 0.0672, s2.loss_mask: 0.0478, loss: 1.2204 2022-06-05 17:29:02,589 - mmdet - INFO - Epoch [7][4600/7330] lr: 1.000e-04, eta: 3 days, 15:19:08, time: 1.450, data_time: 0.017, memory: 64749, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0317, loss_semantic_seg: 0.2076, s0.loss_cls: 0.1900, s0.acc: 93.2222, s0.loss_bbox: 0.1104, s0.loss_mask: 0.2155, s1.loss_cls: 0.0887, s1.acc: 93.7089, s1.loss_bbox: 0.1136, s1.loss_mask: 0.1007, s2.loss_cls: 0.0445, s2.acc: 93.5404, s2.loss_bbox: 0.0688, s2.loss_mask: 0.0473, loss: 1.2458 2022-06-05 17:30:14,053 - mmdet - INFO - Epoch [7][4650/7330] lr: 1.000e-04, eta: 3 days, 15:17:49, time: 1.429, data_time: 0.022, memory: 64749, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0331, loss_semantic_seg: 0.2040, s0.loss_cls: 0.1855, s0.acc: 93.3696, s0.loss_bbox: 0.1047, s0.loss_mask: 0.2168, s1.loss_cls: 0.0865, s1.acc: 93.7921, s1.loss_bbox: 0.1107, s1.loss_mask: 0.1012, s2.loss_cls: 0.0430, s2.acc: 93.6979, s2.loss_bbox: 0.0670, s2.loss_mask: 0.0473, loss: 1.2267 2022-06-05 17:31:26,166 - mmdet - INFO - Epoch [7][4700/7330] lr: 1.000e-04, eta: 3 days, 15:16:32, time: 1.442, data_time: 0.017, memory: 64749, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0323, loss_semantic_seg: 0.1892, s0.loss_cls: 0.1764, s0.acc: 93.7666, s0.loss_bbox: 0.1027, s0.loss_mask: 0.2131, s1.loss_cls: 0.0816, s1.acc: 94.2681, s1.loss_bbox: 0.1075, s1.loss_mask: 0.0997, s2.loss_cls: 0.0410, s2.acc: 94.0804, s2.loss_bbox: 0.0670, s2.loss_mask: 0.0467, loss: 1.1847 2022-06-05 17:32:38,716 - mmdet - INFO - Epoch [7][4750/7330] lr: 1.000e-04, eta: 3 days, 15:15:17, time: 1.451, data_time: 0.018, memory: 64749, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0328, loss_semantic_seg: 0.2081, s0.loss_cls: 0.1870, s0.acc: 93.2617, s0.loss_bbox: 0.1085, s0.loss_mask: 0.2158, s1.loss_cls: 0.0865, s1.acc: 93.7627, s1.loss_bbox: 0.1151, s1.loss_mask: 0.1016, s2.loss_cls: 0.0441, s2.acc: 93.5335, s2.loss_bbox: 0.0710, s2.loss_mask: 0.0474, loss: 1.2452 2022-06-05 17:33:52,096 - mmdet - INFO - Epoch [7][4800/7330] lr: 1.000e-04, eta: 3 days, 15:14:05, time: 1.468, data_time: 0.016, memory: 64749, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0324, loss_semantic_seg: 0.1979, s0.loss_cls: 0.1811, s0.acc: 93.5913, s0.loss_bbox: 0.1020, s0.loss_mask: 0.2054, s1.loss_cls: 0.0859, s1.acc: 93.9421, s1.loss_bbox: 0.1044, s1.loss_mask: 0.0955, s2.loss_cls: 0.0433, s2.acc: 93.7822, s2.loss_bbox: 0.0662, s2.loss_mask: 0.0449, loss: 1.1836 2022-06-05 17:35:04,722 - mmdet - INFO - Epoch [7][4850/7330] lr: 1.000e-04, eta: 3 days, 15:12:51, time: 1.452, data_time: 0.019, memory: 64749, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0324, loss_semantic_seg: 0.2090, s0.loss_cls: 0.1906, s0.acc: 93.3020, s0.loss_bbox: 0.1098, s0.loss_mask: 0.2182, s1.loss_cls: 0.0889, s1.acc: 93.7404, s1.loss_bbox: 0.1131, s1.loss_mask: 0.1015, s2.loss_cls: 0.0447, s2.acc: 93.4615, s2.loss_bbox: 0.0688, s2.loss_mask: 0.0475, loss: 1.2511 2022-06-05 17:36:16,478 - mmdet - INFO - Epoch [7][4900/7330] lr: 1.000e-04, eta: 3 days, 15:11:32, time: 1.435, data_time: 0.018, memory: 64749, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0315, loss_semantic_seg: 0.2085, s0.loss_cls: 0.1792, s0.acc: 93.6453, s0.loss_bbox: 0.1023, s0.loss_mask: 0.2149, s1.loss_cls: 0.0828, s1.acc: 94.1977, s1.loss_bbox: 0.1045, s1.loss_mask: 0.0998, s2.loss_cls: 0.0410, s2.acc: 94.1771, s2.loss_bbox: 0.0638, s2.loss_mask: 0.0468, loss: 1.2021 2022-06-05 17:37:28,111 - mmdet - INFO - Epoch [7][4950/7330] lr: 1.000e-04, eta: 3 days, 15:10:13, time: 1.433, data_time: 0.019, memory: 64749, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0322, loss_semantic_seg: 0.2049, s0.loss_cls: 0.1714, s0.acc: 93.8855, s0.loss_bbox: 0.1013, s0.loss_mask: 0.2124, s1.loss_cls: 0.0796, s1.acc: 94.2949, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1003, s2.loss_cls: 0.0399, s2.acc: 94.1506, s2.loss_bbox: 0.0642, s2.loss_mask: 0.0472, loss: 1.1846 2022-06-05 17:38:40,463 - mmdet - INFO - Epoch [7][5000/7330] lr: 1.000e-04, eta: 3 days, 15:08:57, time: 1.447, data_time: 0.017, memory: 64749, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0334, loss_semantic_seg: 0.1989, s0.loss_cls: 0.1821, s0.acc: 93.4275, s0.loss_bbox: 0.1072, s0.loss_mask: 0.2132, s1.loss_cls: 0.0847, s1.acc: 93.8825, s1.loss_bbox: 0.1108, s1.loss_mask: 0.0993, s2.loss_cls: 0.0424, s2.acc: 93.7512, s2.loss_bbox: 0.0667, s2.loss_mask: 0.0464, loss: 1.2134 2022-06-05 17:39:52,364 - mmdet - INFO - Epoch [7][5050/7330] lr: 1.000e-04, eta: 3 days, 15:07:39, time: 1.437, data_time: 0.015, memory: 64749, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0318, loss_semantic_seg: 0.1983, s0.loss_cls: 0.1821, s0.acc: 93.5271, s0.loss_bbox: 0.1035, s0.loss_mask: 0.2151, s1.loss_cls: 0.0861, s1.acc: 93.9267, s1.loss_bbox: 0.1116, s1.loss_mask: 0.1004, s2.loss_cls: 0.0442, s2.acc: 93.6647, s2.loss_bbox: 0.0706, s2.loss_mask: 0.0472, loss: 1.2190 2022-06-05 17:41:04,565 - mmdet - INFO - Epoch [7][5100/7330] lr: 1.000e-04, eta: 3 days, 15:06:23, time: 1.445, data_time: 0.015, memory: 64749, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0332, loss_semantic_seg: 0.1996, s0.loss_cls: 0.1819, s0.acc: 93.5347, s0.loss_bbox: 0.1075, s0.loss_mask: 0.2195, s1.loss_cls: 0.0839, s1.acc: 93.9656, s1.loss_bbox: 0.1123, s1.loss_mask: 0.1033, s2.loss_cls: 0.0421, s2.acc: 93.8939, s2.loss_bbox: 0.0695, s2.loss_mask: 0.0490, loss: 1.2279 2022-06-05 17:42:16,029 - mmdet - INFO - Epoch [7][5150/7330] lr: 1.000e-04, eta: 3 days, 15:05:03, time: 1.429, data_time: 0.016, memory: 64749, loss_rpn_cls: 0.0244, loss_rpn_bbox: 0.0311, loss_semantic_seg: 0.2024, s0.loss_cls: 0.1718, s0.acc: 93.8420, s0.loss_bbox: 0.0994, s0.loss_mask: 0.2090, s1.loss_cls: 0.0817, s1.acc: 94.1389, s1.loss_bbox: 0.1048, s1.loss_mask: 0.0976, s2.loss_cls: 0.0416, s2.acc: 93.8660, s2.loss_bbox: 0.0662, s2.loss_mask: 0.0456, loss: 1.1756 2022-06-05 17:43:27,796 - mmdet - INFO - Epoch [7][5200/7330] lr: 1.000e-04, eta: 3 days, 15:03:45, time: 1.435, data_time: 0.014, memory: 64749, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0321, loss_semantic_seg: 0.2054, s0.loss_cls: 0.1833, s0.acc: 93.5437, s0.loss_bbox: 0.1068, s0.loss_mask: 0.2158, s1.loss_cls: 0.0852, s1.acc: 93.9833, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1006, s2.loss_cls: 0.0430, s2.acc: 93.8195, s2.loss_bbox: 0.0665, s2.loss_mask: 0.0473, loss: 1.2231 2022-06-05 17:44:40,378 - mmdet - INFO - Epoch [7][5250/7330] lr: 1.000e-04, eta: 3 days, 15:02:30, time: 1.451, data_time: 0.016, memory: 64749, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0328, loss_semantic_seg: 0.1996, s0.loss_cls: 0.1824, s0.acc: 93.5439, s0.loss_bbox: 0.1059, s0.loss_mask: 0.2115, s1.loss_cls: 0.0857, s1.acc: 93.8844, s1.loss_bbox: 0.1105, s1.loss_mask: 0.0996, s2.loss_cls: 0.0431, s2.acc: 93.7644, s2.loss_bbox: 0.0676, s2.loss_mask: 0.0470, loss: 1.2113 2022-06-05 17:45:52,596 - mmdet - INFO - Epoch [7][5300/7330] lr: 1.000e-04, eta: 3 days, 15:01:14, time: 1.445, data_time: 0.019, memory: 64749, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0327, loss_semantic_seg: 0.2068, s0.loss_cls: 0.1788, s0.acc: 93.6733, s0.loss_bbox: 0.1038, s0.loss_mask: 0.2085, s1.loss_cls: 0.0828, s1.acc: 94.1639, s1.loss_bbox: 0.1113, s1.loss_mask: 0.0977, s2.loss_cls: 0.0423, s2.acc: 93.8343, s2.loss_bbox: 0.0700, s2.loss_mask: 0.0460, loss: 1.2084 2022-06-05 17:47:04,564 - mmdet - INFO - Epoch [7][5350/7330] lr: 1.000e-04, eta: 3 days, 14:59:56, time: 1.439, data_time: 0.015, memory: 64749, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0322, loss_semantic_seg: 0.2021, s0.loss_cls: 0.1747, s0.acc: 93.7371, s0.loss_bbox: 0.1037, s0.loss_mask: 0.2205, s1.loss_cls: 0.0814, s1.acc: 94.1689, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1026, s2.loss_cls: 0.0410, s2.acc: 93.9909, s2.loss_bbox: 0.0660, s2.loss_mask: 0.0480, loss: 1.2107 2022-06-05 17:48:17,249 - mmdet - INFO - Epoch [7][5400/7330] lr: 1.000e-04, eta: 3 days, 14:58:42, time: 1.453, data_time: 0.013, memory: 64749, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0307, loss_semantic_seg: 0.1992, s0.loss_cls: 0.1799, s0.acc: 93.6816, s0.loss_bbox: 0.1009, s0.loss_mask: 0.2151, s1.loss_cls: 0.0842, s1.acc: 94.0921, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1006, s2.loss_cls: 0.0420, s2.acc: 93.9883, s2.loss_bbox: 0.0656, s2.loss_mask: 0.0471, loss: 1.2011 2022-06-05 17:49:30,041 - mmdet - INFO - Epoch [7][5450/7330] lr: 1.000e-04, eta: 3 days, 14:57:28, time: 1.456, data_time: 0.022, memory: 64749, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0287, loss_semantic_seg: 0.1965, s0.loss_cls: 0.1705, s0.acc: 93.9160, s0.loss_bbox: 0.0968, s0.loss_mask: 0.2097, s1.loss_cls: 0.0797, s1.acc: 94.3798, s1.loss_bbox: 0.1021, s1.loss_mask: 0.0987, s2.loss_cls: 0.0406, s2.acc: 94.1017, s2.loss_bbox: 0.0632, s2.loss_mask: 0.0465, loss: 1.1594 2022-06-05 17:50:42,621 - mmdet - INFO - Epoch [7][5500/7330] lr: 1.000e-04, eta: 3 days, 14:56:13, time: 1.451, data_time: 0.014, memory: 64749, loss_rpn_cls: 0.0251, loss_rpn_bbox: 0.0303, loss_semantic_seg: 0.1960, s0.loss_cls: 0.1687, s0.acc: 93.9294, s0.loss_bbox: 0.1009, s0.loss_mask: 0.2139, s1.loss_cls: 0.0776, s1.acc: 94.5016, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1001, s2.loss_cls: 0.0393, s2.acc: 94.2541, s2.loss_bbox: 0.0662, s2.loss_mask: 0.0469, loss: 1.1713 2022-06-05 17:51:56,306 - mmdet - INFO - Epoch [7][5550/7330] lr: 1.000e-04, eta: 3 days, 14:55:03, time: 1.473, data_time: 0.014, memory: 64749, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0317, loss_semantic_seg: 0.2022, s0.loss_cls: 0.1738, s0.acc: 93.8271, s0.loss_bbox: 0.1001, s0.loss_mask: 0.2138, s1.loss_cls: 0.0816, s1.acc: 94.1831, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1000, s2.loss_cls: 0.0416, s2.acc: 93.9338, s2.loss_bbox: 0.0665, s2.loss_mask: 0.0473, loss: 1.1922 2022-06-05 17:53:09,887 - mmdet - INFO - Epoch [7][5600/7330] lr: 1.000e-04, eta: 3 days, 14:53:53, time: 1.473, data_time: 0.018, memory: 64749, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0303, loss_semantic_seg: 0.1984, s0.loss_cls: 0.1723, s0.acc: 93.8870, s0.loss_bbox: 0.1013, s0.loss_mask: 0.2105, s1.loss_cls: 0.0803, s1.acc: 94.2789, s1.loss_bbox: 0.1039, s1.loss_mask: 0.0980, s2.loss_cls: 0.0402, s2.acc: 94.1724, s2.loss_bbox: 0.0641, s2.loss_mask: 0.0458, loss: 1.1697 2022-06-05 17:54:21,946 - mmdet - INFO - Epoch [7][5650/7330] lr: 1.000e-04, eta: 3 days, 14:52:36, time: 1.441, data_time: 0.015, memory: 64749, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0311, loss_semantic_seg: 0.2011, s0.loss_cls: 0.1729, s0.acc: 93.8794, s0.loss_bbox: 0.0998, s0.loss_mask: 0.2109, s1.loss_cls: 0.0809, s1.acc: 94.1879, s1.loss_bbox: 0.1044, s1.loss_mask: 0.0992, s2.loss_cls: 0.0413, s2.acc: 94.0089, s2.loss_bbox: 0.0653, s2.loss_mask: 0.0468, loss: 1.1772 2022-06-05 17:55:33,957 - mmdet - INFO - Epoch [7][5700/7330] lr: 1.000e-04, eta: 3 days, 14:51:19, time: 1.440, data_time: 0.017, memory: 64749, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0303, loss_semantic_seg: 0.2004, s0.loss_cls: 0.1762, s0.acc: 93.7546, s0.loss_bbox: 0.1039, s0.loss_mask: 0.2157, s1.loss_cls: 0.0822, s1.acc: 94.1988, s1.loss_bbox: 0.1092, s1.loss_mask: 0.1015, s2.loss_cls: 0.0412, s2.acc: 94.0347, s2.loss_bbox: 0.0669, s2.loss_mask: 0.0477, loss: 1.2039 2022-06-05 17:56:45,577 - mmdet - INFO - Epoch [7][5750/7330] lr: 1.000e-04, eta: 3 days, 14:50:00, time: 1.432, data_time: 0.017, memory: 64749, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0302, loss_semantic_seg: 0.1993, s0.loss_cls: 0.1818, s0.acc: 93.5530, s0.loss_bbox: 0.1044, s0.loss_mask: 0.2105, s1.loss_cls: 0.0854, s1.acc: 93.9593, s1.loss_bbox: 0.1068, s1.loss_mask: 0.0985, s2.loss_cls: 0.0425, s2.acc: 93.8222, s2.loss_bbox: 0.0655, s2.loss_mask: 0.0459, loss: 1.1965 2022-06-05 17:57:58,237 - mmdet - INFO - Epoch [7][5800/7330] lr: 1.000e-04, eta: 3 days, 14:48:46, time: 1.453, data_time: 0.014, memory: 64749, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0299, loss_semantic_seg: 0.2087, s0.loss_cls: 0.1790, s0.acc: 93.7639, s0.loss_bbox: 0.1010, s0.loss_mask: 0.2125, s1.loss_cls: 0.0820, s1.acc: 94.3394, s1.loss_bbox: 0.1064, s1.loss_mask: 0.0996, s2.loss_cls: 0.0414, s2.acc: 94.1948, s2.loss_bbox: 0.0660, s2.loss_mask: 0.0466, loss: 1.2005 2022-06-05 17:59:10,928 - mmdet - INFO - Epoch [7][5850/7330] lr: 1.000e-04, eta: 3 days, 14:47:31, time: 1.454, data_time: 0.020, memory: 64749, loss_rpn_cls: 0.0249, loss_rpn_bbox: 0.0306, loss_semantic_seg: 0.2048, s0.loss_cls: 0.1811, s0.acc: 93.6338, s0.loss_bbox: 0.1028, s0.loss_mask: 0.2134, s1.loss_cls: 0.0859, s1.acc: 94.0395, s1.loss_bbox: 0.1070, s1.loss_mask: 0.0990, s2.loss_cls: 0.0429, s2.acc: 93.8800, s2.loss_bbox: 0.0660, s2.loss_mask: 0.0465, loss: 1.2048 2022-06-05 18:00:24,631 - mmdet - INFO - Epoch [7][5900/7330] lr: 1.000e-04, eta: 3 days, 14:46:21, time: 1.473, data_time: 0.015, memory: 64749, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0306, loss_semantic_seg: 0.2011, s0.loss_cls: 0.1842, s0.acc: 93.5701, s0.loss_bbox: 0.1037, s0.loss_mask: 0.2156, s1.loss_cls: 0.0873, s1.acc: 93.8993, s1.loss_bbox: 0.1111, s1.loss_mask: 0.1012, s2.loss_cls: 0.0438, s2.acc: 93.7634, s2.loss_bbox: 0.0695, s2.loss_mask: 0.0475, loss: 1.2220 2022-06-05 18:01:36,474 - mmdet - INFO - Epoch [7][5950/7330] lr: 1.000e-04, eta: 3 days, 14:45:04, time: 1.437, data_time: 0.014, memory: 64749, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0317, loss_semantic_seg: 0.2084, s0.loss_cls: 0.1912, s0.acc: 93.1831, s0.loss_bbox: 0.1077, s0.loss_mask: 0.2213, s1.loss_cls: 0.0900, s1.acc: 93.5769, s1.loss_bbox: 0.1127, s1.loss_mask: 0.1036, s2.loss_cls: 0.0453, s2.acc: 93.3963, s2.loss_bbox: 0.0700, s2.loss_mask: 0.0490, loss: 1.2546 2022-06-05 18:02:49,303 - mmdet - INFO - Epoch [7][6000/7330] lr: 1.000e-04, eta: 3 days, 14:43:50, time: 1.457, data_time: 0.015, memory: 64749, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0319, loss_semantic_seg: 0.2089, s0.loss_cls: 0.1843, s0.acc: 93.3555, s0.loss_bbox: 0.1062, s0.loss_mask: 0.2121, s1.loss_cls: 0.0857, s1.acc: 93.8632, s1.loss_bbox: 0.1117, s1.loss_mask: 0.0992, s2.loss_cls: 0.0440, s2.acc: 93.6525, s2.loss_bbox: 0.0684, s2.loss_mask: 0.0464, loss: 1.2262 2022-06-05 18:04:01,766 - mmdet - INFO - Epoch [7][6050/7330] lr: 1.000e-04, eta: 3 days, 14:42:35, time: 1.449, data_time: 0.014, memory: 64779, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0306, loss_semantic_seg: 0.1955, s0.loss_cls: 0.1796, s0.acc: 93.6047, s0.loss_bbox: 0.1024, s0.loss_mask: 0.2146, s1.loss_cls: 0.0837, s1.acc: 94.0013, s1.loss_bbox: 0.1085, s1.loss_mask: 0.1002, s2.loss_cls: 0.0425, s2.acc: 93.7675, s2.loss_bbox: 0.0681, s2.loss_mask: 0.0470, loss: 1.2003 2022-06-05 18:05:13,321 - mmdet - INFO - Epoch [7][6100/7330] lr: 1.000e-04, eta: 3 days, 14:41:16, time: 1.431, data_time: 0.017, memory: 64779, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0305, loss_semantic_seg: 0.1986, s0.loss_cls: 0.1820, s0.acc: 93.4653, s0.loss_bbox: 0.1060, s0.loss_mask: 0.2117, s1.loss_cls: 0.0874, s1.acc: 93.8536, s1.loss_bbox: 0.1078, s1.loss_mask: 0.0997, s2.loss_cls: 0.0440, s2.acc: 93.7538, s2.loss_bbox: 0.0657, s2.loss_mask: 0.0464, loss: 1.2072 2022-06-05 18:06:27,058 - mmdet - INFO - Epoch [7][6150/7330] lr: 1.000e-04, eta: 3 days, 14:40:06, time: 1.474, data_time: 0.018, memory: 64779, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0352, loss_semantic_seg: 0.2133, s0.loss_cls: 0.1916, s0.acc: 93.1577, s0.loss_bbox: 0.1120, s0.loss_mask: 0.2175, s1.loss_cls: 0.0900, s1.acc: 93.5706, s1.loss_bbox: 0.1144, s1.loss_mask: 0.1014, s2.loss_cls: 0.0457, s2.acc: 93.3485, s2.loss_bbox: 0.0689, s2.loss_mask: 0.0474, loss: 1.2658 2022-06-05 18:07:40,111 - mmdet - INFO - Epoch [7][6200/7330] lr: 1.000e-04, eta: 3 days, 14:38:53, time: 1.461, data_time: 0.016, memory: 64779, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0298, loss_semantic_seg: 0.2022, s0.loss_cls: 0.1714, s0.acc: 93.9141, s0.loss_bbox: 0.0999, s0.loss_mask: 0.2070, s1.loss_cls: 0.0800, s1.acc: 94.3423, s1.loss_bbox: 0.1058, s1.loss_mask: 0.0969, s2.loss_cls: 0.0403, s2.acc: 94.2084, s2.loss_bbox: 0.0650, s2.loss_mask: 0.0454, loss: 1.1705 2022-06-05 18:08:52,876 - mmdet - INFO - Epoch [7][6250/7330] lr: 1.000e-04, eta: 3 days, 14:37:39, time: 1.455, data_time: 0.015, memory: 64779, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0318, loss_semantic_seg: 0.2121, s0.loss_cls: 0.1811, s0.acc: 93.6191, s0.loss_bbox: 0.1043, s0.loss_mask: 0.2152, s1.loss_cls: 0.0856, s1.acc: 94.0466, s1.loss_bbox: 0.1096, s1.loss_mask: 0.1003, s2.loss_cls: 0.0432, s2.acc: 93.7754, s2.loss_bbox: 0.0671, s2.loss_mask: 0.0472, loss: 1.2246 2022-06-05 18:10:05,453 - mmdet - INFO - Epoch [7][6300/7330] lr: 1.000e-04, eta: 3 days, 14:36:24, time: 1.451, data_time: 0.017, memory: 64779, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0298, loss_semantic_seg: 0.2037, s0.loss_cls: 0.1805, s0.acc: 93.6340, s0.loss_bbox: 0.1032, s0.loss_mask: 0.2140, s1.loss_cls: 0.0838, s1.acc: 94.0051, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1008, s2.loss_cls: 0.0426, s2.acc: 93.8020, s2.loss_bbox: 0.0671, s2.loss_mask: 0.0471, loss: 1.2109 2022-06-05 18:11:17,428 - mmdet - INFO - Epoch [7][6350/7330] lr: 1.000e-04, eta: 3 days, 14:35:07, time: 1.440, data_time: 0.016, memory: 64779, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0318, loss_semantic_seg: 0.1990, s0.loss_cls: 0.1712, s0.acc: 93.9111, s0.loss_bbox: 0.0982, s0.loss_mask: 0.2079, s1.loss_cls: 0.0806, s1.acc: 94.2445, s1.loss_bbox: 0.1056, s1.loss_mask: 0.0979, s2.loss_cls: 0.0405, s2.acc: 94.1292, s2.loss_bbox: 0.0652, s2.loss_mask: 0.0463, loss: 1.1710 2022-06-05 18:12:29,022 - mmdet - INFO - Epoch [7][6400/7330] lr: 1.000e-04, eta: 3 days, 14:33:48, time: 1.432, data_time: 0.015, memory: 64779, loss_rpn_cls: 0.0241, loss_rpn_bbox: 0.0317, loss_semantic_seg: 0.1970, s0.loss_cls: 0.1785, s0.acc: 93.6580, s0.loss_bbox: 0.1045, s0.loss_mask: 0.2142, s1.loss_cls: 0.0836, s1.acc: 94.1403, s1.loss_bbox: 0.1102, s1.loss_mask: 0.0999, s2.loss_cls: 0.0419, s2.acc: 94.0398, s2.loss_bbox: 0.0669, s2.loss_mask: 0.0467, loss: 1.1994 2022-06-05 18:13:42,189 - mmdet - INFO - Epoch [7][6450/7330] lr: 1.000e-04, eta: 3 days, 14:32:36, time: 1.463, data_time: 0.016, memory: 64785, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0335, loss_semantic_seg: 0.1968, s0.loss_cls: 0.1797, s0.acc: 93.5776, s0.loss_bbox: 0.1085, s0.loss_mask: 0.2168, s1.loss_cls: 0.0830, s1.acc: 94.0286, s1.loss_bbox: 0.1128, s1.loss_mask: 0.1007, s2.loss_cls: 0.0421, s2.acc: 93.7795, s2.loss_bbox: 0.0676, s2.loss_mask: 0.0476, loss: 1.2180 2022-06-05 18:14:54,509 - mmdet - INFO - Epoch [7][6500/7330] lr: 1.000e-04, eta: 3 days, 14:31:20, time: 1.446, data_time: 0.016, memory: 64785, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0302, loss_semantic_seg: 0.2017, s0.loss_cls: 0.1734, s0.acc: 93.7961, s0.loss_bbox: 0.1031, s0.loss_mask: 0.2120, s1.loss_cls: 0.0797, s1.acc: 94.3183, s1.loss_bbox: 0.1070, s1.loss_mask: 0.0991, s2.loss_cls: 0.0411, s2.acc: 93.9379, s2.loss_bbox: 0.0653, s2.loss_mask: 0.0463, loss: 1.1854 2022-06-05 18:16:07,465 - mmdet - INFO - Epoch [7][6550/7330] lr: 1.000e-04, eta: 3 days, 14:30:07, time: 1.459, data_time: 0.016, memory: 64785, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0307, loss_semantic_seg: 0.2048, s0.loss_cls: 0.1833, s0.acc: 93.5984, s0.loss_bbox: 0.1006, s0.loss_mask: 0.2112, s1.loss_cls: 0.0866, s1.acc: 93.9922, s1.loss_bbox: 0.1056, s1.loss_mask: 0.0988, s2.loss_cls: 0.0438, s2.acc: 93.8186, s2.loss_bbox: 0.0653, s2.loss_mask: 0.0464, loss: 1.2031 2022-06-05 18:17:19,936 - mmdet - INFO - Epoch [7][6600/7330] lr: 1.000e-04, eta: 3 days, 14:28:52, time: 1.449, data_time: 0.015, memory: 64785, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0298, loss_semantic_seg: 0.1966, s0.loss_cls: 0.1837, s0.acc: 93.4946, s0.loss_bbox: 0.1037, s0.loss_mask: 0.2074, s1.loss_cls: 0.0858, s1.acc: 93.9274, s1.loss_bbox: 0.1118, s1.loss_mask: 0.0966, s2.loss_cls: 0.0433, s2.acc: 93.8122, s2.loss_bbox: 0.0691, s2.loss_mask: 0.0452, loss: 1.2008 2022-06-05 18:18:32,205 - mmdet - INFO - Epoch [7][6650/7330] lr: 1.000e-04, eta: 3 days, 14:27:36, time: 1.445, data_time: 0.017, memory: 64785, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0316, loss_semantic_seg: 0.1995, s0.loss_cls: 0.1859, s0.acc: 93.4417, s0.loss_bbox: 0.1033, s0.loss_mask: 0.2138, s1.loss_cls: 0.0885, s1.acc: 93.7874, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1002, s2.loss_cls: 0.0444, s2.acc: 93.7411, s2.loss_bbox: 0.0652, s2.loss_mask: 0.0470, loss: 1.2175 2022-06-05 18:19:43,576 - mmdet - INFO - Epoch [7][6700/7330] lr: 1.000e-04, eta: 3 days, 14:26:16, time: 1.427, data_time: 0.015, memory: 64785, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0316, loss_semantic_seg: 0.2086, s0.loss_cls: 0.1744, s0.acc: 93.7126, s0.loss_bbox: 0.1021, s0.loss_mask: 0.2174, s1.loss_cls: 0.0820, s1.acc: 93.9975, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1015, s2.loss_cls: 0.0412, s2.acc: 93.8688, s2.loss_bbox: 0.0653, s2.loss_mask: 0.0472, loss: 1.2077 2022-06-05 18:20:55,656 - mmdet - INFO - Epoch [7][6750/7330] lr: 1.000e-04, eta: 3 days, 14:25:00, time: 1.442, data_time: 0.016, memory: 64785, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0319, loss_semantic_seg: 0.2001, s0.loss_cls: 0.1808, s0.acc: 93.5693, s0.loss_bbox: 0.1026, s0.loss_mask: 0.2122, s1.loss_cls: 0.0855, s1.acc: 93.9293, s1.loss_bbox: 0.1073, s1.loss_mask: 0.0995, s2.loss_cls: 0.0423, s2.acc: 93.9140, s2.loss_bbox: 0.0644, s2.loss_mask: 0.0465, loss: 1.2008 2022-06-05 18:22:08,438 - mmdet - INFO - Epoch [7][6800/7330] lr: 1.000e-04, eta: 3 days, 14:23:46, time: 1.456, data_time: 0.013, memory: 64785, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0309, loss_semantic_seg: 0.2101, s0.loss_cls: 0.1759, s0.acc: 93.8345, s0.loss_bbox: 0.0991, s0.loss_mask: 0.2117, s1.loss_cls: 0.0827, s1.acc: 94.2481, s1.loss_bbox: 0.1017, s1.loss_mask: 0.0992, s2.loss_cls: 0.0420, s2.acc: 94.2089, s2.loss_bbox: 0.0623, s2.loss_mask: 0.0458, loss: 1.1891 2022-06-05 18:23:20,222 - mmdet - INFO - Epoch [7][6850/7330] lr: 1.000e-04, eta: 3 days, 14:22:28, time: 1.436, data_time: 0.016, memory: 64785, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0306, loss_semantic_seg: 0.1939, s0.loss_cls: 0.1712, s0.acc: 93.9038, s0.loss_bbox: 0.0985, s0.loss_mask: 0.2117, s1.loss_cls: 0.0806, s1.acc: 94.3017, s1.loss_bbox: 0.1023, s1.loss_mask: 0.0992, s2.loss_cls: 0.0411, s2.acc: 94.1459, s2.loss_bbox: 0.0630, s2.loss_mask: 0.0468, loss: 1.1633 2022-06-05 18:24:32,020 - mmdet - INFO - Epoch [7][6900/7330] lr: 1.000e-04, eta: 3 days, 14:21:10, time: 1.436, data_time: 0.015, memory: 64785, loss_rpn_cls: 0.0246, loss_rpn_bbox: 0.0300, loss_semantic_seg: 0.2041, s0.loss_cls: 0.1752, s0.acc: 93.7520, s0.loss_bbox: 0.0983, s0.loss_mask: 0.2114, s1.loss_cls: 0.0828, s1.acc: 94.1745, s1.loss_bbox: 0.1018, s1.loss_mask: 0.0989, s2.loss_cls: 0.0419, s2.acc: 93.9949, s2.loss_bbox: 0.0621, s2.loss_mask: 0.0468, loss: 1.1779 2022-06-05 18:25:43,931 - mmdet - INFO - Epoch [7][6950/7330] lr: 1.000e-04, eta: 3 days, 14:19:53, time: 1.438, data_time: 0.016, memory: 64785, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0318, loss_semantic_seg: 0.2018, s0.loss_cls: 0.1803, s0.acc: 93.6343, s0.loss_bbox: 0.1039, s0.loss_mask: 0.2137, s1.loss_cls: 0.0848, s1.acc: 94.0068, s1.loss_bbox: 0.1073, s1.loss_mask: 0.0999, s2.loss_cls: 0.0426, s2.acc: 93.8698, s2.loss_bbox: 0.0652, s2.loss_mask: 0.0465, loss: 1.2035 2022-06-05 18:26:55,798 - mmdet - INFO - Epoch [7][7000/7330] lr: 1.000e-04, eta: 3 days, 14:18:35, time: 1.437, data_time: 0.016, memory: 64785, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0316, loss_semantic_seg: 0.1933, s0.loss_cls: 0.1729, s0.acc: 93.7842, s0.loss_bbox: 0.1012, s0.loss_mask: 0.2147, s1.loss_cls: 0.0815, s1.acc: 94.2240, s1.loss_bbox: 0.1066, s1.loss_mask: 0.0998, s2.loss_cls: 0.0418, s2.acc: 93.9182, s2.loss_bbox: 0.0657, s2.loss_mask: 0.0464, loss: 1.1822 2022-06-05 18:28:07,439 - mmdet - INFO - Epoch [7][7050/7330] lr: 1.000e-04, eta: 3 days, 14:17:17, time: 1.433, data_time: 0.017, memory: 64785, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0323, loss_semantic_seg: 0.2000, s0.loss_cls: 0.1782, s0.acc: 93.6714, s0.loss_bbox: 0.1045, s0.loss_mask: 0.2146, s1.loss_cls: 0.0833, s1.acc: 94.0816, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1014, s2.loss_cls: 0.0418, s2.acc: 93.9803, s2.loss_bbox: 0.0644, s2.loss_mask: 0.0477, loss: 1.2010 2022-06-05 18:29:19,095 - mmdet - INFO - Epoch [7][7100/7330] lr: 1.000e-04, eta: 3 days, 14:15:58, time: 1.433, data_time: 0.015, memory: 64785, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0310, loss_semantic_seg: 0.2076, s0.loss_cls: 0.1819, s0.acc: 93.6436, s0.loss_bbox: 0.1044, s0.loss_mask: 0.2104, s1.loss_cls: 0.0849, s1.acc: 94.0167, s1.loss_bbox: 0.1061, s1.loss_mask: 0.0987, s2.loss_cls: 0.0422, s2.acc: 93.9451, s2.loss_bbox: 0.0637, s2.loss_mask: 0.0461, loss: 1.2022 2022-06-05 18:30:30,737 - mmdet - INFO - Epoch [7][7150/7330] lr: 1.000e-04, eta: 3 days, 14:14:39, time: 1.432, data_time: 0.015, memory: 64785, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0318, loss_semantic_seg: 0.1990, s0.loss_cls: 0.1742, s0.acc: 93.7605, s0.loss_bbox: 0.1003, s0.loss_mask: 0.2087, s1.loss_cls: 0.0819, s1.acc: 94.1557, s1.loss_bbox: 0.1055, s1.loss_mask: 0.0981, s2.loss_cls: 0.0413, s2.acc: 94.0617, s2.loss_bbox: 0.0656, s2.loss_mask: 0.0466, loss: 1.1805 2022-06-05 18:31:43,003 - mmdet - INFO - Epoch [7][7200/7330] lr: 1.000e-04, eta: 3 days, 14:13:24, time: 1.446, data_time: 0.012, memory: 64785, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0324, loss_semantic_seg: 0.1987, s0.loss_cls: 0.1920, s0.acc: 93.1719, s0.loss_bbox: 0.1105, s0.loss_mask: 0.2171, s1.loss_cls: 0.0895, s1.acc: 93.6750, s1.loss_bbox: 0.1139, s1.loss_mask: 0.1006, s2.loss_cls: 0.0449, s2.acc: 93.5006, s2.loss_bbox: 0.0694, s2.loss_mask: 0.0470, loss: 1.2434 2022-06-05 18:32:55,497 - mmdet - INFO - Epoch [7][7250/7330] lr: 1.000e-04, eta: 3 days, 14:12:09, time: 1.450, data_time: 0.015, memory: 64785, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0340, loss_semantic_seg: 0.2026, s0.loss_cls: 0.1791, s0.acc: 93.6812, s0.loss_bbox: 0.1039, s0.loss_mask: 0.2085, s1.loss_cls: 0.0840, s1.acc: 93.9270, s1.loss_bbox: 0.1065, s1.loss_mask: 0.0968, s2.loss_cls: 0.0417, s2.acc: 93.8657, s2.loss_bbox: 0.0644, s2.loss_mask: 0.0455, loss: 1.1932 2022-06-05 18:34:07,761 - mmdet - INFO - Epoch [7][7300/7330] lr: 1.000e-04, eta: 3 days, 14:10:53, time: 1.445, data_time: 0.016, memory: 64785, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0315, loss_semantic_seg: 0.1992, s0.loss_cls: 0.1816, s0.acc: 93.5298, s0.loss_bbox: 0.1037, s0.loss_mask: 0.2084, s1.loss_cls: 0.0857, s1.acc: 93.8956, s1.loss_bbox: 0.1060, s1.loss_mask: 0.0970, s2.loss_cls: 0.0431, s2.acc: 93.6569, s2.loss_bbox: 0.0638, s2.loss_mask: 0.0456, loss: 1.1910 2022-06-05 18:35:11,354 - mmdet - INFO - Saving checkpoint at 7 epochs 2022-06-05 18:39:18,506 - mmdet - INFO - Evaluating bbox... 2022-06-05 18:40:09,376 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.532 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.726 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.588 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.396 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.576 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.652 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.708 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.708 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.708 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.566 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.753 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.833 2022-06-05 18:40:09,376 - mmdet - INFO - Evaluating segm... 2022-06-05 18:41:06,397 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.467 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.704 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.510 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.281 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.505 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.643 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.615 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.615 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.615 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 ] = 0.657 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.755 2022-06-05 18:41:07,479 - mmdet - INFO - Exp name: htc++_beit_adapter_v2_large_fpn_3x_coco.py 2022-06-05 18:41:07,481 - mmdet - INFO - Epoch(val) [7][313] bbox_mAP: 0.5320, bbox_mAP_50: 0.7260, bbox_mAP_75: 0.5880, bbox_mAP_s: 0.3960, bbox_mAP_m: 0.5760, bbox_mAP_l: 0.6520, bbox_mAP_copypaste: 0.532 0.726 0.588 0.396 0.576 0.652, segm_mAP: 0.4670, segm_mAP_50: 0.7040, segm_mAP_75: 0.5100, segm_mAP_s: 0.2810, segm_mAP_m: 0.5050, segm_mAP_l: 0.6430, segm_mAP_copypaste: 0.467 0.704 0.510 0.281 0.505 0.643 2022-06-05 18:45:44,031 - mmdet - INFO - Epoch [8][50/7330] lr: 1.000e-04, eta: 3 days, 14:19:57, time: 5.530, data_time: 4.062, memory: 64785, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0335, loss_semantic_seg: 0.1946, s0.loss_cls: 0.1785, s0.acc: 93.5254, s0.loss_bbox: 0.1052, s0.loss_mask: 0.2098, s1.loss_cls: 0.0825, s1.acc: 94.0175, s1.loss_bbox: 0.1101, s1.loss_mask: 0.0978, s2.loss_cls: 0.0412, s2.acc: 94.0170, s2.loss_bbox: 0.0670, s2.loss_mask: 0.0456, loss: 1.1920 2022-06-05 18:46:56,702 - mmdet - INFO - Epoch [8][100/7330] lr: 1.000e-04, eta: 3 days, 14:18:42, time: 1.454, data_time: 0.019, memory: 64785, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0300, loss_semantic_seg: 0.2043, s0.loss_cls: 0.1722, s0.acc: 93.9021, s0.loss_bbox: 0.1013, s0.loss_mask: 0.2086, s1.loss_cls: 0.0804, s1.acc: 94.3342, s1.loss_bbox: 0.1064, s1.loss_mask: 0.0979, s2.loss_cls: 0.0400, s2.acc: 94.1297, s2.loss_bbox: 0.0652, s2.loss_mask: 0.0462, loss: 1.1794 2022-06-05 18:48:09,429 - mmdet - INFO - Epoch [8][150/7330] lr: 1.000e-04, eta: 3 days, 14:17:27, time: 1.454, data_time: 0.022, memory: 64785, loss_rpn_cls: 0.0244, loss_rpn_bbox: 0.0302, loss_semantic_seg: 0.2030, s0.loss_cls: 0.1741, s0.acc: 93.8428, s0.loss_bbox: 0.1001, s0.loss_mask: 0.2124, s1.loss_cls: 0.0803, s1.acc: 94.3568, s1.loss_bbox: 0.1022, s1.loss_mask: 0.0989, s2.loss_cls: 0.0407, s2.acc: 94.1458, s2.loss_bbox: 0.0634, s2.loss_mask: 0.0460, loss: 1.1758 2022-06-05 18:49:22,223 - mmdet - INFO - Epoch [8][200/7330] lr: 1.000e-04, eta: 3 days, 14:16:13, time: 1.456, data_time: 0.015, memory: 64785, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0329, loss_semantic_seg: 0.1956, s0.loss_cls: 0.1836, s0.acc: 93.4290, s0.loss_bbox: 0.1065, s0.loss_mask: 0.2120, s1.loss_cls: 0.0842, s1.acc: 94.0220, s1.loss_bbox: 0.1122, s1.loss_mask: 0.0984, s2.loss_cls: 0.0426, s2.acc: 93.8827, s2.loss_bbox: 0.0684, s2.loss_mask: 0.0457, loss: 1.2089 2022-06-05 18:50:35,683 - mmdet - INFO - Epoch [8][250/7330] lr: 1.000e-04, eta: 3 days, 14:15:01, time: 1.469, data_time: 0.015, memory: 64785, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0298, loss_semantic_seg: 0.1935, s0.loss_cls: 0.1725, s0.acc: 93.8010, s0.loss_bbox: 0.1008, s0.loss_mask: 0.2135, s1.loss_cls: 0.0798, s1.acc: 94.3364, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1002, s2.loss_cls: 0.0401, s2.acc: 94.1622, s2.loss_bbox: 0.0675, s2.loss_mask: 0.0468, loss: 1.1755 2022-06-05 18:51:48,312 - mmdet - INFO - Epoch [8][300/7330] lr: 1.000e-04, eta: 3 days, 14:13:46, time: 1.452, data_time: 0.016, memory: 64785, loss_rpn_cls: 0.0251, loss_rpn_bbox: 0.0314, loss_semantic_seg: 0.1951, s0.loss_cls: 0.1819, s0.acc: 93.6052, s0.loss_bbox: 0.1041, s0.loss_mask: 0.2111, s1.loss_cls: 0.0844, s1.acc: 94.1014, s1.loss_bbox: 0.1070, s1.loss_mask: 0.0982, s2.loss_cls: 0.0421, s2.acc: 93.8858, s2.loss_bbox: 0.0643, s2.loss_mask: 0.0457, loss: 1.1904 2022-06-05 18:53:00,770 - mmdet - INFO - Epoch [8][350/7330] lr: 1.000e-04, eta: 3 days, 14:12:30, time: 1.449, data_time: 0.016, memory: 64785, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0319, loss_semantic_seg: 0.1966, s0.loss_cls: 0.1738, s0.acc: 93.8462, s0.loss_bbox: 0.1042, s0.loss_mask: 0.2088, s1.loss_cls: 0.0819, s1.acc: 94.2704, s1.loss_bbox: 0.1073, s1.loss_mask: 0.0977, s2.loss_cls: 0.0407, s2.acc: 94.0080, s2.loss_bbox: 0.0640, s2.loss_mask: 0.0457, loss: 1.1785 2022-06-05 18:54:13,413 - mmdet - INFO - Epoch [8][400/7330] lr: 1.000e-04, eta: 3 days, 14:11:15, time: 1.452, data_time: 0.018, memory: 64785, loss_rpn_cls: 0.0251, loss_rpn_bbox: 0.0293, loss_semantic_seg: 0.2094, s0.loss_cls: 0.1751, s0.acc: 93.7542, s0.loss_bbox: 0.0992, s0.loss_mask: 0.2098, s1.loss_cls: 0.0825, s1.acc: 94.1789, s1.loss_bbox: 0.1042, s1.loss_mask: 0.0979, s2.loss_cls: 0.0410, s2.acc: 94.1330, s2.loss_bbox: 0.0657, s2.loss_mask: 0.0459, loss: 1.1853 2022-06-05 18:55:26,605 - mmdet - INFO - Epoch [8][450/7330] lr: 1.000e-04, eta: 3 days, 14:10:02, time: 1.464, data_time: 0.013, memory: 64785, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0296, loss_semantic_seg: 0.1976, s0.loss_cls: 0.1777, s0.acc: 93.6167, s0.loss_bbox: 0.1038, s0.loss_mask: 0.2159, s1.loss_cls: 0.0839, s1.acc: 94.1009, s1.loss_bbox: 0.1093, s1.loss_mask: 0.1014, s2.loss_cls: 0.0423, s2.acc: 93.9084, s2.loss_bbox: 0.0684, s2.loss_mask: 0.0476, loss: 1.2036 2022-06-05 18:56:39,743 - mmdet - INFO - Epoch [8][500/7330] lr: 1.000e-04, eta: 3 days, 14:08:49, time: 1.463, data_time: 0.019, memory: 64785, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0290, loss_semantic_seg: 0.1980, s0.loss_cls: 0.1727, s0.acc: 93.8335, s0.loss_bbox: 0.0983, s0.loss_mask: 0.2073, s1.loss_cls: 0.0802, s1.acc: 94.2110, s1.loss_bbox: 0.1050, s1.loss_mask: 0.0967, s2.loss_cls: 0.0404, s2.acc: 94.1576, s2.loss_bbox: 0.0662, s2.loss_mask: 0.0455, loss: 1.1623 2022-06-05 18:57:52,677 - mmdet - INFO - Epoch [8][550/7330] lr: 1.000e-04, eta: 3 days, 14:07:35, time: 1.458, data_time: 0.017, memory: 64785, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0321, loss_semantic_seg: 0.2013, s0.loss_cls: 0.1878, s0.acc: 93.4092, s0.loss_bbox: 0.1072, s0.loss_mask: 0.2125, s1.loss_cls: 0.0881, s1.acc: 93.8215, s1.loss_bbox: 0.1131, s1.loss_mask: 0.0994, s2.loss_cls: 0.0442, s2.acc: 93.5863, s2.loss_bbox: 0.0693, s2.loss_mask: 0.0459, loss: 1.2299 2022-06-05 18:59:05,208 - mmdet - INFO - Epoch [8][600/7330] lr: 1.000e-04, eta: 3 days, 14:06:20, time: 1.451, data_time: 0.016, memory: 64785, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0280, loss_semantic_seg: 0.1993, s0.loss_cls: 0.1646, s0.acc: 94.0728, s0.loss_bbox: 0.0969, s0.loss_mask: 0.2088, s1.loss_cls: 0.0759, s1.acc: 94.5257, s1.loss_bbox: 0.1037, s1.loss_mask: 0.0980, s2.loss_cls: 0.0380, s2.acc: 94.4299, s2.loss_bbox: 0.0666, s2.loss_mask: 0.0459, loss: 1.1484 2022-06-05 19:00:17,181 - mmdet - INFO - Epoch [8][650/7330] lr: 1.000e-04, eta: 3 days, 14:05:02, time: 1.439, data_time: 0.015, memory: 64785, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0297, loss_semantic_seg: 0.1936, s0.loss_cls: 0.1718, s0.acc: 93.8445, s0.loss_bbox: 0.1004, s0.loss_mask: 0.2087, s1.loss_cls: 0.0804, s1.acc: 94.1775, s1.loss_bbox: 0.1065, s1.loss_mask: 0.0986, s2.loss_cls: 0.0415, s2.acc: 93.8555, s2.loss_bbox: 0.0659, s2.loss_mask: 0.0461, loss: 1.1638 2022-06-05 19:01:28,615 - mmdet - INFO - Epoch [8][700/7330] lr: 1.000e-04, eta: 3 days, 14:03:42, time: 1.429, data_time: 0.017, memory: 64785, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0279, loss_semantic_seg: 0.1955, s0.loss_cls: 0.1724, s0.acc: 93.9170, s0.loss_bbox: 0.0979, s0.loss_mask: 0.2061, s1.loss_cls: 0.0791, s1.acc: 94.4308, s1.loss_bbox: 0.1036, s1.loss_mask: 0.0965, s2.loss_cls: 0.0397, s2.acc: 94.2072, s2.loss_bbox: 0.0656, s2.loss_mask: 0.0456, loss: 1.1517 2022-06-05 19:02:41,631 - mmdet - INFO - Epoch [8][750/7330] lr: 1.000e-04, eta: 3 days, 14:02:29, time: 1.460, data_time: 0.017, memory: 64785, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0300, loss_semantic_seg: 0.1935, s0.loss_cls: 0.1833, s0.acc: 93.3950, s0.loss_bbox: 0.1062, s0.loss_mask: 0.2104, s1.loss_cls: 0.0851, s1.acc: 93.9125, s1.loss_bbox: 0.1118, s1.loss_mask: 0.0989, s2.loss_cls: 0.0428, s2.acc: 93.6977, s2.loss_bbox: 0.0693, s2.loss_mask: 0.0462, loss: 1.2006 2022-06-05 19:03:54,132 - mmdet - INFO - Epoch [8][800/7330] lr: 1.000e-04, eta: 3 days, 14:01:13, time: 1.450, data_time: 0.015, memory: 64785, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0303, loss_semantic_seg: 0.1995, s0.loss_cls: 0.1765, s0.acc: 93.6707, s0.loss_bbox: 0.1017, s0.loss_mask: 0.2142, s1.loss_cls: 0.0821, s1.acc: 94.1495, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1008, s2.loss_cls: 0.0412, s2.acc: 94.0308, s2.loss_bbox: 0.0677, s2.loss_mask: 0.0476, loss: 1.1957 2022-06-05 19:05:06,765 - mmdet - INFO - Epoch [8][850/7330] lr: 1.000e-04, eta: 3 days, 13:59:58, time: 1.453, data_time: 0.016, memory: 64785, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0296, loss_semantic_seg: 0.1938, s0.loss_cls: 0.1752, s0.acc: 93.8079, s0.loss_bbox: 0.0990, s0.loss_mask: 0.2039, s1.loss_cls: 0.0815, s1.acc: 94.3325, s1.loss_bbox: 0.1061, s1.loss_mask: 0.0954, s2.loss_cls: 0.0412, s2.acc: 94.1024, s2.loss_bbox: 0.0666, s2.loss_mask: 0.0450, loss: 1.1632 2022-06-05 19:06:20,363 - mmdet - INFO - Epoch [8][900/7330] lr: 1.000e-04, eta: 3 days, 13:58:47, time: 1.472, data_time: 0.015, memory: 64785, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0335, loss_semantic_seg: 0.2047, s0.loss_cls: 0.1888, s0.acc: 93.4221, s0.loss_bbox: 0.1035, s0.loss_mask: 0.2104, s1.loss_cls: 0.0899, s1.acc: 93.7097, s1.loss_bbox: 0.1097, s1.loss_mask: 0.0986, s2.loss_cls: 0.0450, s2.acc: 93.5515, s2.loss_bbox: 0.0681, s2.loss_mask: 0.0464, loss: 1.2282 2022-06-05 19:07:32,938 - mmdet - INFO - Epoch [8][950/7330] lr: 1.000e-04, eta: 3 days, 13:57:31, time: 1.451, data_time: 0.018, memory: 64785, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0296, loss_semantic_seg: 0.2010, s0.loss_cls: 0.1767, s0.acc: 93.7522, s0.loss_bbox: 0.1012, s0.loss_mask: 0.2084, s1.loss_cls: 0.0818, s1.acc: 94.1868, s1.loss_bbox: 0.1048, s1.loss_mask: 0.0977, s2.loss_cls: 0.0412, s2.acc: 93.9290, s2.loss_bbox: 0.0648, s2.loss_mask: 0.0462, loss: 1.1789 2022-06-05 19:08:45,143 - mmdet - INFO - Epoch [8][1000/7330] lr: 1.000e-04, eta: 3 days, 13:56:15, time: 1.445, data_time: 0.021, memory: 64785, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0300, loss_semantic_seg: 0.1991, s0.loss_cls: 0.1833, s0.acc: 93.4087, s0.loss_bbox: 0.1056, s0.loss_mask: 0.2126, s1.loss_cls: 0.0843, s1.acc: 93.9811, s1.loss_bbox: 0.1121, s1.loss_mask: 0.0989, s2.loss_cls: 0.0422, s2.acc: 93.9443, s2.loss_bbox: 0.0690, s2.loss_mask: 0.0464, loss: 1.2092 2022-06-05 19:09:57,241 - mmdet - INFO - Epoch [8][1050/7330] lr: 1.000e-04, eta: 3 days, 13:54:57, time: 1.442, data_time: 0.017, memory: 64785, loss_rpn_cls: 0.0249, loss_rpn_bbox: 0.0295, loss_semantic_seg: 0.2018, s0.loss_cls: 0.1885, s0.acc: 93.2861, s0.loss_bbox: 0.1067, s0.loss_mask: 0.2110, s1.loss_cls: 0.0878, s1.acc: 93.7042, s1.loss_bbox: 0.1119, s1.loss_mask: 0.0989, s2.loss_cls: 0.0442, s2.acc: 93.6209, s2.loss_bbox: 0.0679, s2.loss_mask: 0.0466, loss: 1.2195 2022-06-05 19:11:09,885 - mmdet - INFO - Epoch [8][1100/7330] lr: 1.000e-04, eta: 3 days, 13:53:42, time: 1.453, data_time: 0.017, memory: 64785, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0315, loss_semantic_seg: 0.2048, s0.loss_cls: 0.1800, s0.acc: 93.5945, s0.loss_bbox: 0.1003, s0.loss_mask: 0.2115, s1.loss_cls: 0.0847, s1.acc: 93.9312, s1.loss_bbox: 0.1069, s1.loss_mask: 0.0988, s2.loss_cls: 0.0422, s2.acc: 93.8439, s2.loss_bbox: 0.0670, s2.loss_mask: 0.0463, loss: 1.1996 2022-06-05 19:12:22,151 - mmdet - INFO - Epoch [8][1150/7330] lr: 1.000e-04, eta: 3 days, 13:52:26, time: 1.445, data_time: 0.017, memory: 64785, loss_rpn_cls: 0.0251, loss_rpn_bbox: 0.0292, loss_semantic_seg: 0.1988, s0.loss_cls: 0.1694, s0.acc: 94.0601, s0.loss_bbox: 0.0939, s0.loss_mask: 0.2093, s1.loss_cls: 0.0788, s1.acc: 94.5340, s1.loss_bbox: 0.1018, s1.loss_mask: 0.0988, s2.loss_cls: 0.0401, s2.acc: 94.3613, s2.loss_bbox: 0.0636, s2.loss_mask: 0.0464, loss: 1.1552 2022-06-05 19:13:33,731 - mmdet - INFO - Epoch [8][1200/7330] lr: 1.000e-04, eta: 3 days, 13:51:07, time: 1.432, data_time: 0.017, memory: 64785, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0295, loss_semantic_seg: 0.1968, s0.loss_cls: 0.1773, s0.acc: 93.6824, s0.loss_bbox: 0.1013, s0.loss_mask: 0.2131, s1.loss_cls: 0.0818, s1.acc: 94.1888, s1.loss_bbox: 0.1097, s1.loss_mask: 0.1008, s2.loss_cls: 0.0409, s2.acc: 94.1451, s2.loss_bbox: 0.0694, s2.loss_mask: 0.0478, loss: 1.1936 2022-06-05 19:14:46,489 - mmdet - INFO - Epoch [8][1250/7330] lr: 1.000e-04, eta: 3 days, 13:49:52, time: 1.455, data_time: 0.016, memory: 64785, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0320, loss_semantic_seg: 0.2014, s0.loss_cls: 0.1710, s0.acc: 93.9546, s0.loss_bbox: 0.0967, s0.loss_mask: 0.2062, s1.loss_cls: 0.0796, s1.acc: 94.4169, s1.loss_bbox: 0.1047, s1.loss_mask: 0.0965, s2.loss_cls: 0.0403, s2.acc: 94.2427, s2.loss_bbox: 0.0663, s2.loss_mask: 0.0452, loss: 1.1670 2022-06-05 19:15:58,650 - mmdet - INFO - Epoch [8][1300/7330] lr: 1.000e-04, eta: 3 days, 13:48:35, time: 1.442, data_time: 0.017, memory: 64785, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0310, loss_semantic_seg: 0.2033, s0.loss_cls: 0.1719, s0.acc: 93.8833, s0.loss_bbox: 0.1030, s0.loss_mask: 0.2145, s1.loss_cls: 0.0791, s1.acc: 94.3970, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1011, s2.loss_cls: 0.0395, s2.acc: 94.2346, s2.loss_bbox: 0.0663, s2.loss_mask: 0.0475, loss: 1.1889 2022-06-05 19:17:10,624 - mmdet - INFO - Epoch [8][1350/7330] lr: 1.000e-04, eta: 3 days, 13:47:17, time: 1.441, data_time: 0.019, memory: 64785, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0304, loss_semantic_seg: 0.2006, s0.loss_cls: 0.1789, s0.acc: 93.6597, s0.loss_bbox: 0.1046, s0.loss_mask: 0.2158, s1.loss_cls: 0.0831, s1.acc: 94.1290, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1000, s2.loss_cls: 0.0419, s2.acc: 93.9398, s2.loss_bbox: 0.0662, s2.loss_mask: 0.0467, loss: 1.2034 2022-06-05 19:18:22,533 - mmdet - INFO - Epoch [8][1400/7330] lr: 1.000e-04, eta: 3 days, 13:45:59, time: 1.436, data_time: 0.018, memory: 64785, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0292, loss_semantic_seg: 0.2005, s0.loss_cls: 0.1786, s0.acc: 93.6646, s0.loss_bbox: 0.1029, s0.loss_mask: 0.2114, s1.loss_cls: 0.0839, s1.acc: 94.0912, s1.loss_bbox: 0.1112, s1.loss_mask: 0.0994, s2.loss_cls: 0.0426, s2.acc: 93.8703, s2.loss_bbox: 0.0678, s2.loss_mask: 0.0466, loss: 1.2001 2022-06-05 19:19:34,922 - mmdet - INFO - Epoch [8][1450/7330] lr: 1.000e-04, eta: 3 days, 13:44:43, time: 1.448, data_time: 0.015, memory: 64785, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0293, loss_semantic_seg: 0.1952, s0.loss_cls: 0.1743, s0.acc: 93.7227, s0.loss_bbox: 0.1038, s0.loss_mask: 0.2131, s1.loss_cls: 0.0811, s1.acc: 94.2086, s1.loss_bbox: 0.1100, s1.loss_mask: 0.1001, s2.loss_cls: 0.0413, s2.acc: 93.9133, s2.loss_bbox: 0.0675, s2.loss_mask: 0.0472, loss: 1.1858 2022-06-05 19:20:47,564 - mmdet - INFO - Epoch [8][1500/7330] lr: 1.000e-04, eta: 3 days, 13:43:29, time: 1.454, data_time: 0.022, memory: 64785, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0310, loss_semantic_seg: 0.1907, s0.loss_cls: 0.1864, s0.acc: 93.5278, s0.loss_bbox: 0.1041, s0.loss_mask: 0.2128, s1.loss_cls: 0.0864, s1.acc: 94.0217, s1.loss_bbox: 0.1085, s1.loss_mask: 0.1002, s2.loss_cls: 0.0440, s2.acc: 93.7634, s2.loss_bbox: 0.0677, s2.loss_mask: 0.0471, loss: 1.2044 2022-06-05 19:22:00,747 - mmdet - INFO - Epoch [8][1550/7330] lr: 1.000e-04, eta: 3 days, 13:42:16, time: 1.464, data_time: 0.017, memory: 64785, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0302, loss_semantic_seg: 0.2074, s0.loss_cls: 0.1868, s0.acc: 93.4602, s0.loss_bbox: 0.1050, s0.loss_mask: 0.2157, s1.loss_cls: 0.0874, s1.acc: 93.8487, s1.loss_bbox: 0.1099, s1.loss_mask: 0.1007, s2.loss_cls: 0.0442, s2.acc: 93.7587, s2.loss_bbox: 0.0673, s2.loss_mask: 0.0469, loss: 1.2267 2022-06-05 19:23:13,650 - mmdet - INFO - Epoch [8][1600/7330] lr: 1.000e-04, eta: 3 days, 13:41:02, time: 1.457, data_time: 0.018, memory: 64785, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0310, loss_semantic_seg: 0.2022, s0.loss_cls: 0.1814, s0.acc: 93.6750, s0.loss_bbox: 0.1024, s0.loss_mask: 0.2077, s1.loss_cls: 0.0845, s1.acc: 94.0837, s1.loss_bbox: 0.1037, s1.loss_mask: 0.0967, s2.loss_cls: 0.0424, s2.acc: 93.8975, s2.loss_bbox: 0.0636, s2.loss_mask: 0.0456, loss: 1.1868 2022-06-05 19:24:26,259 - mmdet - INFO - Epoch [8][1650/7330] lr: 1.000e-04, eta: 3 days, 13:39:47, time: 1.453, data_time: 0.015, memory: 64785, loss_rpn_cls: 0.0244, loss_rpn_bbox: 0.0301, loss_semantic_seg: 0.1938, s0.loss_cls: 0.1719, s0.acc: 93.7732, s0.loss_bbox: 0.1042, s0.loss_mask: 0.2162, s1.loss_cls: 0.0802, s1.acc: 94.1893, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1012, s2.loss_cls: 0.0400, s2.acc: 94.1778, s2.loss_bbox: 0.0664, s2.loss_mask: 0.0478, loss: 1.1843 2022-06-05 19:25:39,323 - mmdet - INFO - Epoch [8][1700/7330] lr: 1.000e-04, eta: 3 days, 13:38:33, time: 1.461, data_time: 0.015, memory: 64785, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0324, loss_semantic_seg: 0.2012, s0.loss_cls: 0.1725, s0.acc: 93.8977, s0.loss_bbox: 0.1000, s0.loss_mask: 0.2111, s1.loss_cls: 0.0814, s1.acc: 94.2546, s1.loss_bbox: 0.1062, s1.loss_mask: 0.0982, s2.loss_cls: 0.0409, s2.acc: 94.1260, s2.loss_bbox: 0.0647, s2.loss_mask: 0.0457, loss: 1.1805 2022-06-05 19:26:52,087 - mmdet - INFO - Epoch [8][1750/7330] lr: 1.000e-04, eta: 3 days, 13:37:19, time: 1.455, data_time: 0.021, memory: 64785, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0313, loss_semantic_seg: 0.2010, s0.loss_cls: 0.1798, s0.acc: 93.6987, s0.loss_bbox: 0.1029, s0.loss_mask: 0.2111, s1.loss_cls: 0.0829, s1.acc: 94.2295, s1.loss_bbox: 0.1064, s1.loss_mask: 0.0987, s2.loss_cls: 0.0415, s2.acc: 94.1765, s2.loss_bbox: 0.0658, s2.loss_mask: 0.0465, loss: 1.1948 2022-06-05 19:28:05,346 - mmdet - INFO - Epoch [8][1800/7330] lr: 1.000e-04, eta: 3 days, 13:36:07, time: 1.465, data_time: 0.021, memory: 64785, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0291, loss_semantic_seg: 0.2021, s0.loss_cls: 0.1751, s0.acc: 93.7168, s0.loss_bbox: 0.0995, s0.loss_mask: 0.2054, s1.loss_cls: 0.0813, s1.acc: 94.1361, s1.loss_bbox: 0.1032, s1.loss_mask: 0.0960, s2.loss_cls: 0.0406, s2.acc: 94.0500, s2.loss_bbox: 0.0634, s2.loss_mask: 0.0452, loss: 1.1668 2022-06-05 19:29:18,764 - mmdet - INFO - Epoch [8][1850/7330] lr: 1.000e-04, eta: 3 days, 13:34:54, time: 1.467, data_time: 0.014, memory: 64785, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0322, loss_semantic_seg: 0.1978, s0.loss_cls: 0.1808, s0.acc: 93.5581, s0.loss_bbox: 0.1047, s0.loss_mask: 0.2119, s1.loss_cls: 0.0846, s1.acc: 94.0066, s1.loss_bbox: 0.1077, s1.loss_mask: 0.0991, s2.loss_cls: 0.0422, s2.acc: 93.8775, s2.loss_bbox: 0.0665, s2.loss_mask: 0.0464, loss: 1.2007 2022-06-05 19:30:31,252 - mmdet - INFO - Epoch [8][1900/7330] lr: 1.000e-04, eta: 3 days, 13:33:39, time: 1.451, data_time: 0.017, memory: 64785, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0308, loss_semantic_seg: 0.1934, s0.loss_cls: 0.1782, s0.acc: 93.5762, s0.loss_bbox: 0.1018, s0.loss_mask: 0.2101, s1.loss_cls: 0.0832, s1.acc: 94.0268, s1.loss_bbox: 0.1072, s1.loss_mask: 0.0983, s2.loss_cls: 0.0426, s2.acc: 93.7175, s2.loss_bbox: 0.0668, s2.loss_mask: 0.0460, loss: 1.1838 2022-06-05 19:31:44,300 - mmdet - INFO - Epoch [8][1950/7330] lr: 1.000e-04, eta: 3 days, 13:32:26, time: 1.461, data_time: 0.013, memory: 64785, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0323, loss_semantic_seg: 0.2038, s0.loss_cls: 0.1890, s0.acc: 93.3298, s0.loss_bbox: 0.1083, s0.loss_mask: 0.2165, s1.loss_cls: 0.0885, s1.acc: 93.7971, s1.loss_bbox: 0.1131, s1.loss_mask: 0.1013, s2.loss_cls: 0.0445, s2.acc: 93.6056, s2.loss_bbox: 0.0680, s2.loss_mask: 0.0474, loss: 1.2434 2022-06-05 19:32:56,698 - mmdet - INFO - Epoch [8][2000/7330] lr: 1.000e-04, eta: 3 days, 13:31:10, time: 1.448, data_time: 0.015, memory: 64785, loss_rpn_cls: 0.0241, loss_rpn_bbox: 0.0281, loss_semantic_seg: 0.1841, s0.loss_cls: 0.1629, s0.acc: 94.1121, s0.loss_bbox: 0.0949, s0.loss_mask: 0.2003, s1.loss_cls: 0.0759, s1.acc: 94.5301, s1.loss_bbox: 0.1012, s1.loss_mask: 0.0939, s2.loss_cls: 0.0386, s2.acc: 94.4453, s2.loss_bbox: 0.0631, s2.loss_mask: 0.0441, loss: 1.1113 2022-06-05 19:34:09,401 - mmdet - INFO - Epoch [8][2050/7330] lr: 1.000e-04, eta: 3 days, 13:29:55, time: 1.454, data_time: 0.013, memory: 64785, loss_rpn_cls: 0.0245, loss_rpn_bbox: 0.0317, loss_semantic_seg: 0.2036, s0.loss_cls: 0.1750, s0.acc: 93.7214, s0.loss_bbox: 0.1034, s0.loss_mask: 0.2160, s1.loss_cls: 0.0821, s1.acc: 94.1720, s1.loss_bbox: 0.1089, s1.loss_mask: 0.1006, s2.loss_cls: 0.0413, s2.acc: 93.9656, s2.loss_bbox: 0.0665, s2.loss_mask: 0.0475, loss: 1.2011 2022-06-05 19:35:22,265 - mmdet - INFO - Epoch [8][2100/7330] lr: 1.000e-04, eta: 3 days, 13:28:41, time: 1.457, data_time: 0.015, memory: 64785, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0325, loss_semantic_seg: 0.1979, s0.loss_cls: 0.1855, s0.acc: 93.4258, s0.loss_bbox: 0.1050, s0.loss_mask: 0.2095, s1.loss_cls: 0.0864, s1.acc: 93.9322, s1.loss_bbox: 0.1108, s1.loss_mask: 0.0971, s2.loss_cls: 0.0435, s2.acc: 93.6900, s2.loss_bbox: 0.0674, s2.loss_mask: 0.0460, loss: 1.2115 2022-06-05 19:36:35,069 - mmdet - INFO - Epoch [8][2150/7330] lr: 1.000e-04, eta: 3 days, 13:27:27, time: 1.456, data_time: 0.015, memory: 64785, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0296, loss_semantic_seg: 0.1965, s0.loss_cls: 0.1739, s0.acc: 93.8062, s0.loss_bbox: 0.0982, s0.loss_mask: 0.2077, s1.loss_cls: 0.0816, s1.acc: 94.0810, s1.loss_bbox: 0.1071, s1.loss_mask: 0.0972, s2.loss_cls: 0.0418, s2.acc: 93.8047, s2.loss_bbox: 0.0667, s2.loss_mask: 0.0458, loss: 1.1713 2022-06-05 19:37:47,622 - mmdet - INFO - Epoch [8][2200/7330] lr: 1.000e-04, eta: 3 days, 13:26:12, time: 1.451, data_time: 0.021, memory: 64785, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0302, loss_semantic_seg: 0.1965, s0.loss_cls: 0.1770, s0.acc: 93.5874, s0.loss_bbox: 0.1051, s0.loss_mask: 0.2159, s1.loss_cls: 0.0825, s1.acc: 94.0218, s1.loss_bbox: 0.1101, s1.loss_mask: 0.1020, s2.loss_cls: 0.0416, s2.acc: 93.9650, s2.loss_bbox: 0.0684, s2.loss_mask: 0.0481, loss: 1.2041 2022-06-05 19:39:00,273 - mmdet - INFO - Epoch [8][2250/7330] lr: 1.000e-04, eta: 3 days, 13:24:57, time: 1.453, data_time: 0.018, memory: 64785, loss_rpn_cls: 0.0246, loss_rpn_bbox: 0.0334, loss_semantic_seg: 0.1955, s0.loss_cls: 0.1818, s0.acc: 93.6040, s0.loss_bbox: 0.1031, s0.loss_mask: 0.2129, s1.loss_cls: 0.0845, s1.acc: 94.0269, s1.loss_bbox: 0.1073, s1.loss_mask: 0.0992, s2.loss_cls: 0.0425, s2.acc: 93.8518, s2.loss_bbox: 0.0660, s2.loss_mask: 0.0465, loss: 1.1972 2022-06-05 19:40:14,543 - mmdet - INFO - Epoch [8][2300/7330] lr: 1.000e-04, eta: 3 days, 13:23:48, time: 1.483, data_time: 0.017, memory: 64785, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0304, loss_semantic_seg: 0.1966, s0.loss_cls: 0.1770, s0.acc: 93.7542, s0.loss_bbox: 0.0993, s0.loss_mask: 0.2077, s1.loss_cls: 0.0838, s1.acc: 94.1193, s1.loss_bbox: 0.1044, s1.loss_mask: 0.0976, s2.loss_cls: 0.0421, s2.acc: 93.9629, s2.loss_bbox: 0.0644, s2.loss_mask: 0.0453, loss: 1.1705 2022-06-05 19:41:27,377 - mmdet - INFO - Epoch [8][2350/7330] lr: 1.000e-04, eta: 3 days, 13:22:34, time: 1.459, data_time: 0.025, memory: 64785, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0317, loss_semantic_seg: 0.1990, s0.loss_cls: 0.1739, s0.acc: 93.7131, s0.loss_bbox: 0.1001, s0.loss_mask: 0.2088, s1.loss_cls: 0.0821, s1.acc: 94.0885, s1.loss_bbox: 0.1036, s1.loss_mask: 0.0973, s2.loss_cls: 0.0416, s2.acc: 93.9307, s2.loss_bbox: 0.0641, s2.loss_mask: 0.0458, loss: 1.1733 2022-06-05 19:42:41,127 - mmdet - INFO - Epoch [8][2400/7330] lr: 1.000e-04, eta: 3 days, 13:21:23, time: 1.475, data_time: 0.016, memory: 64785, loss_rpn_cls: 0.0246, loss_rpn_bbox: 0.0295, loss_semantic_seg: 0.1923, s0.loss_cls: 0.1710, s0.acc: 93.8594, s0.loss_bbox: 0.1007, s0.loss_mask: 0.2137, s1.loss_cls: 0.0789, s1.acc: 94.3317, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1002, s2.loss_cls: 0.0397, s2.acc: 94.1519, s2.loss_bbox: 0.0655, s2.loss_mask: 0.0469, loss: 1.1674 2022-06-05 19:43:53,249 - mmdet - INFO - Epoch [8][2450/7330] lr: 1.000e-04, eta: 3 days, 13:20:07, time: 1.443, data_time: 0.013, memory: 64785, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0296, loss_semantic_seg: 0.1989, s0.loss_cls: 0.1772, s0.acc: 93.5828, s0.loss_bbox: 0.1033, s0.loss_mask: 0.2105, s1.loss_cls: 0.0834, s1.acc: 93.9898, s1.loss_bbox: 0.1113, s1.loss_mask: 0.0991, s2.loss_cls: 0.0421, s2.acc: 93.8820, s2.loss_bbox: 0.0688, s2.loss_mask: 0.0466, loss: 1.1973 2022-06-05 19:45:04,757 - mmdet - INFO - Epoch [8][2500/7330] lr: 1.000e-04, eta: 3 days, 13:18:47, time: 1.430, data_time: 0.015, memory: 64785, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0307, loss_semantic_seg: 0.1909, s0.loss_cls: 0.1758, s0.acc: 93.7542, s0.loss_bbox: 0.1000, s0.loss_mask: 0.2112, s1.loss_cls: 0.0819, s1.acc: 94.2388, s1.loss_bbox: 0.1084, s1.loss_mask: 0.0987, s2.loss_cls: 0.0411, s2.acc: 94.0706, s2.loss_bbox: 0.0676, s2.loss_mask: 0.0462, loss: 1.1774 2022-06-05 19:46:17,244 - mmdet - INFO - Epoch [8][2550/7330] lr: 1.000e-04, eta: 3 days, 13:17:32, time: 1.450, data_time: 0.013, memory: 64785, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0326, loss_semantic_seg: 0.1933, s0.loss_cls: 0.1790, s0.acc: 93.5798, s0.loss_bbox: 0.1031, s0.loss_mask: 0.2110, s1.loss_cls: 0.0841, s1.acc: 94.0322, s1.loss_bbox: 0.1110, s1.loss_mask: 0.0990, s2.loss_cls: 0.0427, s2.acc: 93.8688, s2.loss_bbox: 0.0688, s2.loss_mask: 0.0467, loss: 1.1990 2022-06-05 19:47:30,361 - mmdet - INFO - Epoch [8][2600/7330] lr: 1.000e-04, eta: 3 days, 13:16:19, time: 1.462, data_time: 0.018, memory: 64785, loss_rpn_cls: 0.0249, loss_rpn_bbox: 0.0325, loss_semantic_seg: 0.1962, s0.loss_cls: 0.1755, s0.acc: 93.7915, s0.loss_bbox: 0.1006, s0.loss_mask: 0.2118, s1.loss_cls: 0.0824, s1.acc: 94.2464, s1.loss_bbox: 0.1051, s1.loss_mask: 0.0983, s2.loss_cls: 0.0419, s2.acc: 94.0687, s2.loss_bbox: 0.0660, s2.loss_mask: 0.0460, loss: 1.1814 2022-06-05 19:48:42,855 - mmdet - INFO - Epoch [8][2650/7330] lr: 1.000e-04, eta: 3 days, 13:15:03, time: 1.450, data_time: 0.019, memory: 64785, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0314, loss_semantic_seg: 0.1874, s0.loss_cls: 0.1737, s0.acc: 93.6970, s0.loss_bbox: 0.1058, s0.loss_mask: 0.2145, s1.loss_cls: 0.0823, s1.acc: 94.0224, s1.loss_bbox: 0.1113, s1.loss_mask: 0.0997, s2.loss_cls: 0.0419, s2.acc: 93.9105, s2.loss_bbox: 0.0668, s2.loss_mask: 0.0467, loss: 1.1869 2022-06-05 19:49:54,940 - mmdet - INFO - Epoch [8][2700/7330] lr: 1.000e-04, eta: 3 days, 13:13:46, time: 1.442, data_time: 0.017, memory: 64785, loss_rpn_cls: 0.0251, loss_rpn_bbox: 0.0329, loss_semantic_seg: 0.1981, s0.loss_cls: 0.1817, s0.acc: 93.4990, s0.loss_bbox: 0.1066, s0.loss_mask: 0.2134, s1.loss_cls: 0.0860, s1.acc: 93.8705, s1.loss_bbox: 0.1127, s1.loss_mask: 0.0989, s2.loss_cls: 0.0434, s2.acc: 93.5832, s2.loss_bbox: 0.0683, s2.loss_mask: 0.0462, loss: 1.2133 2022-06-05 19:51:07,277 - mmdet - INFO - Epoch [8][2750/7330] lr: 1.000e-04, eta: 3 days, 13:12:30, time: 1.447, data_time: 0.013, memory: 64785, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0309, loss_semantic_seg: 0.1925, s0.loss_cls: 0.1780, s0.acc: 93.5713, s0.loss_bbox: 0.1018, s0.loss_mask: 0.2114, s1.loss_cls: 0.0834, s1.acc: 94.0217, s1.loss_bbox: 0.1064, s1.loss_mask: 0.0981, s2.loss_cls: 0.0419, s2.acc: 93.8567, s2.loss_bbox: 0.0655, s2.loss_mask: 0.0457, loss: 1.1803 2022-06-05 19:52:20,549 - mmdet - INFO - Epoch [8][2800/7330] lr: 1.000e-04, eta: 3 days, 13:11:17, time: 1.464, data_time: 0.020, memory: 64785, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0318, loss_semantic_seg: 0.2039, s0.loss_cls: 0.1827, s0.acc: 93.4893, s0.loss_bbox: 0.1058, s0.loss_mask: 0.2076, s1.loss_cls: 0.0836, s1.acc: 94.0432, s1.loss_bbox: 0.1101, s1.loss_mask: 0.0964, s2.loss_cls: 0.0428, s2.acc: 93.8094, s2.loss_bbox: 0.0697, s2.loss_mask: 0.0454, loss: 1.2067 2022-06-05 19:53:32,539 - mmdet - INFO - Epoch [8][2850/7330] lr: 1.000e-04, eta: 3 days, 13:10:00, time: 1.441, data_time: 0.018, memory: 64785, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0311, loss_semantic_seg: 0.1939, s0.loss_cls: 0.1772, s0.acc: 93.5371, s0.loss_bbox: 0.1045, s0.loss_mask: 0.2078, s1.loss_cls: 0.0830, s1.acc: 93.9690, s1.loss_bbox: 0.1127, s1.loss_mask: 0.0970, s2.loss_cls: 0.0421, s2.acc: 93.7719, s2.loss_bbox: 0.0705, s2.loss_mask: 0.0456, loss: 1.1897 2022-06-05 19:54:44,898 - mmdet - INFO - Epoch [8][2900/7330] lr: 1.000e-04, eta: 3 days, 13:08:44, time: 1.447, data_time: 0.014, memory: 64785, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0324, loss_semantic_seg: 0.1995, s0.loss_cls: 0.1868, s0.acc: 93.3848, s0.loss_bbox: 0.1053, s0.loss_mask: 0.2130, s1.loss_cls: 0.0873, s1.acc: 93.8027, s1.loss_bbox: 0.1121, s1.loss_mask: 0.0993, s2.loss_cls: 0.0440, s2.acc: 93.6235, s2.loss_bbox: 0.0684, s2.loss_mask: 0.0464, loss: 1.2196 2022-06-05 19:55:56,918 - mmdet - INFO - Epoch [8][2950/7330] lr: 1.000e-04, eta: 3 days, 13:07:27, time: 1.440, data_time: 0.015, memory: 64785, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0328, loss_semantic_seg: 0.1932, s0.loss_cls: 0.1849, s0.acc: 93.3118, s0.loss_bbox: 0.1103, s0.loss_mask: 0.2097, s1.loss_cls: 0.0853, s1.acc: 93.8101, s1.loss_bbox: 0.1144, s1.loss_mask: 0.0981, s2.loss_cls: 0.0430, s2.acc: 93.5431, s2.loss_bbox: 0.0700, s2.loss_mask: 0.0455, loss: 1.2142 2022-06-05 19:57:09,130 - mmdet - INFO - Epoch [8][3000/7330] lr: 1.000e-04, eta: 3 days, 13:06:10, time: 1.444, data_time: 0.016, memory: 64785, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0308, loss_semantic_seg: 0.1863, s0.loss_cls: 0.1801, s0.acc: 93.6260, s0.loss_bbox: 0.1060, s0.loss_mask: 0.2089, s1.loss_cls: 0.0844, s1.acc: 94.0009, s1.loss_bbox: 0.1105, s1.loss_mask: 0.0977, s2.loss_cls: 0.0424, s2.acc: 93.8316, s2.loss_bbox: 0.0685, s2.loss_mask: 0.0459, loss: 1.1875 2022-06-05 19:58:20,772 - mmdet - INFO - Epoch [8][3050/7330] lr: 1.000e-04, eta: 3 days, 13:04:52, time: 1.433, data_time: 0.012, memory: 64785, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0295, loss_semantic_seg: 0.2002, s0.loss_cls: 0.1789, s0.acc: 93.7327, s0.loss_bbox: 0.1041, s0.loss_mask: 0.2090, s1.loss_cls: 0.0830, s1.acc: 94.2913, s1.loss_bbox: 0.1078, s1.loss_mask: 0.0979, s2.loss_cls: 0.0416, s2.acc: 94.1186, s2.loss_bbox: 0.0674, s2.loss_mask: 0.0463, loss: 1.1943 2022-06-05 19:59:32,974 - mmdet - INFO - Epoch [8][3100/7330] lr: 1.000e-04, eta: 3 days, 13:03:35, time: 1.444, data_time: 0.014, memory: 64785, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0295, loss_semantic_seg: 0.2081, s0.loss_cls: 0.1768, s0.acc: 93.6401, s0.loss_bbox: 0.1070, s0.loss_mask: 0.2104, s1.loss_cls: 0.0815, s1.acc: 94.1489, s1.loss_bbox: 0.1106, s1.loss_mask: 0.0978, s2.loss_cls: 0.0413, s2.acc: 93.9027, s2.loss_bbox: 0.0674, s2.loss_mask: 0.0459, loss: 1.2000 2022-06-05 20:00:44,843 - mmdet - INFO - Epoch [8][3150/7330] lr: 1.000e-04, eta: 3 days, 13:02:18, time: 1.438, data_time: 0.013, memory: 64785, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0305, loss_semantic_seg: 0.1956, s0.loss_cls: 0.1897, s0.acc: 93.3086, s0.loss_bbox: 0.1080, s0.loss_mask: 0.2128, s1.loss_cls: 0.0879, s1.acc: 93.7828, s1.loss_bbox: 0.1102, s1.loss_mask: 0.0985, s2.loss_cls: 0.0434, s2.acc: 93.7416, s2.loss_bbox: 0.0661, s2.loss_mask: 0.0460, loss: 1.2137 2022-06-05 20:01:56,908 - mmdet - INFO - Epoch [8][3200/7330] lr: 1.000e-04, eta: 3 days, 13:01:00, time: 1.441, data_time: 0.016, memory: 64785, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0310, loss_semantic_seg: 0.2010, s0.loss_cls: 0.1841, s0.acc: 93.4431, s0.loss_bbox: 0.1056, s0.loss_mask: 0.2168, s1.loss_cls: 0.0874, s1.acc: 93.7710, s1.loss_bbox: 0.1100, s1.loss_mask: 0.1007, s2.loss_cls: 0.0433, s2.acc: 93.6874, s2.loss_bbox: 0.0678, s2.loss_mask: 0.0471, loss: 1.2227 2022-06-05 20:03:09,295 - mmdet - INFO - Epoch [8][3250/7330] lr: 1.000e-04, eta: 3 days, 12:59:45, time: 1.448, data_time: 0.019, memory: 64785, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0320, loss_semantic_seg: 0.2016, s0.loss_cls: 0.1848, s0.acc: 93.4636, s0.loss_bbox: 0.1042, s0.loss_mask: 0.2143, s1.loss_cls: 0.0862, s1.acc: 93.9533, s1.loss_bbox: 0.1095, s1.loss_mask: 0.0998, s2.loss_cls: 0.0435, s2.acc: 93.8341, s2.loss_bbox: 0.0674, s2.loss_mask: 0.0468, loss: 1.2160 2022-06-05 20:04:20,779 - mmdet - INFO - Epoch [8][3300/7330] lr: 1.000e-04, eta: 3 days, 12:58:25, time: 1.430, data_time: 0.018, memory: 64785, loss_rpn_cls: 0.0234, loss_rpn_bbox: 0.0293, loss_semantic_seg: 0.1996, s0.loss_cls: 0.1750, s0.acc: 93.7891, s0.loss_bbox: 0.1034, s0.loss_mask: 0.2025, s1.loss_cls: 0.0808, s1.acc: 94.2880, s1.loss_bbox: 0.1069, s1.loss_mask: 0.0950, s2.loss_cls: 0.0405, s2.acc: 94.0880, s2.loss_bbox: 0.0659, s2.loss_mask: 0.0446, loss: 1.1669 2022-06-05 20:05:33,464 - mmdet - INFO - Epoch [8][3350/7330] lr: 1.000e-04, eta: 3 days, 12:57:11, time: 1.454, data_time: 0.026, memory: 64785, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0295, loss_semantic_seg: 0.1940, s0.loss_cls: 0.1703, s0.acc: 93.7090, s0.loss_bbox: 0.0993, s0.loss_mask: 0.2092, s1.loss_cls: 0.0793, s1.acc: 94.2105, s1.loss_bbox: 0.1049, s1.loss_mask: 0.0986, s2.loss_cls: 0.0402, s2.acc: 94.0622, s2.loss_bbox: 0.0652, s2.loss_mask: 0.0463, loss: 1.1603 2022-06-05 20:06:47,374 - mmdet - INFO - Epoch [8][3400/7330] lr: 1.000e-04, eta: 3 days, 12:56:01, time: 1.478, data_time: 0.020, memory: 64785, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0287, loss_semantic_seg: 0.1956, s0.loss_cls: 0.1773, s0.acc: 93.5459, s0.loss_bbox: 0.1030, s0.loss_mask: 0.2102, s1.loss_cls: 0.0830, s1.acc: 94.0002, s1.loss_bbox: 0.1083, s1.loss_mask: 0.0984, s2.loss_cls: 0.0417, s2.acc: 93.7856, s2.loss_bbox: 0.0651, s2.loss_mask: 0.0457, loss: 1.1825 2022-06-05 20:08:00,787 - mmdet - INFO - Epoch [8][3450/7330] lr: 1.000e-04, eta: 3 days, 12:54:49, time: 1.468, data_time: 0.015, memory: 64785, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0300, loss_semantic_seg: 0.2004, s0.loss_cls: 0.1737, s0.acc: 93.6980, s0.loss_bbox: 0.1022, s0.loss_mask: 0.2099, s1.loss_cls: 0.0827, s1.acc: 94.1084, s1.loss_bbox: 0.1067, s1.loss_mask: 0.0979, s2.loss_cls: 0.0420, s2.acc: 93.9472, s2.loss_bbox: 0.0664, s2.loss_mask: 0.0460, loss: 1.1830 2022-06-05 20:09:14,497 - mmdet - INFO - Epoch [8][3500/7330] lr: 1.000e-04, eta: 3 days, 12:53:38, time: 1.474, data_time: 0.015, memory: 64785, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0314, loss_semantic_seg: 0.1962, s0.loss_cls: 0.1768, s0.acc: 93.6873, s0.loss_bbox: 0.1037, s0.loss_mask: 0.2091, s1.loss_cls: 0.0822, s1.acc: 94.1530, s1.loss_bbox: 0.1087, s1.loss_mask: 0.0976, s2.loss_cls: 0.0415, s2.acc: 93.9261, s2.loss_bbox: 0.0672, s2.loss_mask: 0.0456, loss: 1.1868 2022-06-05 20:10:28,462 - mmdet - INFO - Epoch [8][3550/7330] lr: 1.000e-04, eta: 3 days, 12:52:28, time: 1.479, data_time: 0.017, memory: 64785, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0337, loss_semantic_seg: 0.1909, s0.loss_cls: 0.1861, s0.acc: 93.4185, s0.loss_bbox: 0.1120, s0.loss_mask: 0.2169, s1.loss_cls: 0.0862, s1.acc: 93.9341, s1.loss_bbox: 0.1143, s1.loss_mask: 0.0995, s2.loss_cls: 0.0427, s2.acc: 93.7847, s2.loss_bbox: 0.0701, s2.loss_mask: 0.0466, loss: 1.2262 2022-06-05 20:11:40,950 - mmdet - INFO - Epoch [8][3600/7330] lr: 1.000e-04, eta: 3 days, 12:51:13, time: 1.450, data_time: 0.018, memory: 64785, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0283, loss_semantic_seg: 0.2009, s0.loss_cls: 0.1708, s0.acc: 93.8633, s0.loss_bbox: 0.0979, s0.loss_mask: 0.2053, s1.loss_cls: 0.0800, s1.acc: 94.3219, s1.loss_bbox: 0.1059, s1.loss_mask: 0.0972, s2.loss_cls: 0.0404, s2.acc: 94.1565, s2.loss_bbox: 0.0655, s2.loss_mask: 0.0456, loss: 1.1607 2022-06-05 20:12:53,484 - mmdet - INFO - Epoch [8][3650/7330] lr: 1.000e-04, eta: 3 days, 12:49:58, time: 1.451, data_time: 0.016, memory: 64785, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0325, loss_semantic_seg: 0.1968, s0.loss_cls: 0.1815, s0.acc: 93.6172, s0.loss_bbox: 0.1076, s0.loss_mask: 0.2103, s1.loss_cls: 0.0845, s1.acc: 94.1102, s1.loss_bbox: 0.1089, s1.loss_mask: 0.0974, s2.loss_cls: 0.0426, s2.acc: 93.9565, s2.loss_bbox: 0.0656, s2.loss_mask: 0.0459, loss: 1.2017 2022-06-05 20:14:06,585 - mmdet - INFO - Epoch [8][3700/7330] lr: 1.000e-04, eta: 3 days, 12:48:45, time: 1.462, data_time: 0.013, memory: 64785, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0319, loss_semantic_seg: 0.1941, s0.loss_cls: 0.1665, s0.acc: 93.9895, s0.loss_bbox: 0.0981, s0.loss_mask: 0.2065, s1.loss_cls: 0.0783, s1.acc: 94.3714, s1.loss_bbox: 0.1034, s1.loss_mask: 0.0970, s2.loss_cls: 0.0397, s2.acc: 94.2675, s2.loss_bbox: 0.0657, s2.loss_mask: 0.0457, loss: 1.1535 2022-06-05 20:15:18,626 - mmdet - INFO - Epoch [8][3750/7330] lr: 1.000e-04, eta: 3 days, 12:47:28, time: 1.440, data_time: 0.015, memory: 64785, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0316, loss_semantic_seg: 0.1959, s0.loss_cls: 0.1701, s0.acc: 93.9036, s0.loss_bbox: 0.1022, s0.loss_mask: 0.2105, s1.loss_cls: 0.0769, s1.acc: 94.4713, s1.loss_bbox: 0.1061, s1.loss_mask: 0.0990, s2.loss_cls: 0.0394, s2.acc: 94.1952, s2.loss_bbox: 0.0659, s2.loss_mask: 0.0464, loss: 1.1715 2022-06-05 20:16:31,549 - mmdet - INFO - Epoch [8][3800/7330] lr: 1.000e-04, eta: 3 days, 12:46:14, time: 1.459, data_time: 0.018, memory: 64785, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0308, loss_semantic_seg: 0.1980, s0.loss_cls: 0.1726, s0.acc: 93.8687, s0.loss_bbox: 0.1018, s0.loss_mask: 0.2113, s1.loss_cls: 0.0808, s1.acc: 94.2592, s1.loss_bbox: 0.1077, s1.loss_mask: 0.0988, s2.loss_cls: 0.0406, s2.acc: 94.0749, s2.loss_bbox: 0.0674, s2.loss_mask: 0.0461, loss: 1.1820 2022-06-05 20:17:44,100 - mmdet - INFO - Epoch [8][3850/7330] lr: 1.000e-04, eta: 3 days, 12:44:59, time: 1.451, data_time: 0.016, memory: 64785, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0324, loss_semantic_seg: 0.1877, s0.loss_cls: 0.1843, s0.acc: 93.3672, s0.loss_bbox: 0.1076, s0.loss_mask: 0.2127, s1.loss_cls: 0.0839, s1.acc: 93.8888, s1.loss_bbox: 0.1116, s1.loss_mask: 0.0995, s2.loss_cls: 0.0423, s2.acc: 93.7972, s2.loss_bbox: 0.0690, s2.loss_mask: 0.0467, loss: 1.2040 2022-06-05 20:18:57,614 - mmdet - INFO - Epoch [8][3900/7330] lr: 1.000e-04, eta: 3 days, 12:43:47, time: 1.470, data_time: 0.015, memory: 64785, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0346, loss_semantic_seg: 0.2053, s0.loss_cls: 0.1934, s0.acc: 93.2002, s0.loss_bbox: 0.1112, s0.loss_mask: 0.2198, s1.loss_cls: 0.0899, s1.acc: 93.6860, s1.loss_bbox: 0.1127, s1.loss_mask: 0.1026, s2.loss_cls: 0.0447, s2.acc: 93.6091, s2.loss_bbox: 0.0689, s2.loss_mask: 0.0479, loss: 1.2626 2022-06-05 20:20:10,741 - mmdet - INFO - Epoch [8][3950/7330] lr: 1.000e-04, eta: 3 days, 12:42:35, time: 1.463, data_time: 0.016, memory: 64785, loss_rpn_cls: 0.0244, loss_rpn_bbox: 0.0312, loss_semantic_seg: 0.1920, s0.loss_cls: 0.1847, s0.acc: 93.5051, s0.loss_bbox: 0.1059, s0.loss_mask: 0.2102, s1.loss_cls: 0.0861, s1.acc: 93.9503, s1.loss_bbox: 0.1086, s1.loss_mask: 0.0979, s2.loss_cls: 0.0433, s2.acc: 93.8271, s2.loss_bbox: 0.0662, s2.loss_mask: 0.0458, loss: 1.1964 2022-06-05 20:21:24,087 - mmdet - INFO - Epoch [8][4000/7330] lr: 1.000e-04, eta: 3 days, 12:41:22, time: 1.467, data_time: 0.019, memory: 64785, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0307, loss_semantic_seg: 0.1951, s0.loss_cls: 0.1742, s0.acc: 93.8652, s0.loss_bbox: 0.1004, s0.loss_mask: 0.2058, s1.loss_cls: 0.0816, s1.acc: 94.2908, s1.loss_bbox: 0.1082, s1.loss_mask: 0.0973, s2.loss_cls: 0.0414, s2.acc: 94.0279, s2.loss_bbox: 0.0673, s2.loss_mask: 0.0458, loss: 1.1738 2022-06-05 20:22:37,140 - mmdet - INFO - Epoch [8][4050/7330] lr: 1.000e-04, eta: 3 days, 12:40:09, time: 1.461, data_time: 0.018, memory: 64785, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0314, loss_semantic_seg: 0.1943, s0.loss_cls: 0.1755, s0.acc: 93.7490, s0.loss_bbox: 0.1011, s0.loss_mask: 0.2107, s1.loss_cls: 0.0810, s1.acc: 94.2603, s1.loss_bbox: 0.1050, s1.loss_mask: 0.0979, s2.loss_cls: 0.0404, s2.acc: 94.1230, s2.loss_bbox: 0.0652, s2.loss_mask: 0.0457, loss: 1.1717 2022-06-05 20:23:50,743 - mmdet - INFO - Epoch [8][4100/7330] lr: 1.000e-04, eta: 3 days, 12:38:58, time: 1.472, data_time: 0.015, memory: 64785, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0319, loss_semantic_seg: 0.1909, s0.loss_cls: 0.1793, s0.acc: 93.6902, s0.loss_bbox: 0.1046, s0.loss_mask: 0.2136, s1.loss_cls: 0.0842, s1.acc: 94.0869, s1.loss_bbox: 0.1096, s1.loss_mask: 0.0994, s2.loss_cls: 0.0425, s2.acc: 93.8306, s2.loss_bbox: 0.0677, s2.loss_mask: 0.0469, loss: 1.1965 2022-06-05 20:25:03,249 - mmdet - INFO - Epoch [8][4150/7330] lr: 1.000e-04, eta: 3 days, 12:37:43, time: 1.450, data_time: 0.017, memory: 64785, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0299, loss_semantic_seg: 0.1942, s0.loss_cls: 0.1740, s0.acc: 93.7271, s0.loss_bbox: 0.0994, s0.loss_mask: 0.2101, s1.loss_cls: 0.0825, s1.acc: 94.0708, s1.loss_bbox: 0.1064, s1.loss_mask: 0.0990, s2.loss_cls: 0.0417, s2.acc: 93.9315, s2.loss_bbox: 0.0665, s2.loss_mask: 0.0463, loss: 1.1760 2022-06-05 20:26:16,241 - mmdet - INFO - Epoch [8][4200/7330] lr: 1.000e-04, eta: 3 days, 12:36:29, time: 1.460, data_time: 0.017, memory: 64785, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0320, loss_semantic_seg: 0.1978, s0.loss_cls: 0.1759, s0.acc: 93.6382, s0.loss_bbox: 0.1021, s0.loss_mask: 0.2153, s1.loss_cls: 0.0812, s1.acc: 94.1012, s1.loss_bbox: 0.1111, s1.loss_mask: 0.1022, s2.loss_cls: 0.0413, s2.acc: 93.9469, s2.loss_bbox: 0.0681, s2.loss_mask: 0.0476, loss: 1.2018 2022-06-05 20:27:28,588 - mmdet - INFO - Epoch [8][4250/7330] lr: 1.000e-04, eta: 3 days, 12:35:13, time: 1.446, data_time: 0.013, memory: 64785, loss_rpn_cls: 0.0234, loss_rpn_bbox: 0.0301, loss_semantic_seg: 0.2070, s0.loss_cls: 0.1773, s0.acc: 93.7803, s0.loss_bbox: 0.1008, s0.loss_mask: 0.2144, s1.loss_cls: 0.0823, s1.acc: 94.2719, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1012, s2.loss_cls: 0.0417, s2.acc: 94.0854, s2.loss_bbox: 0.0689, s2.loss_mask: 0.0472, loss: 1.2032 2022-06-05 20:28:41,959 - mmdet - INFO - Epoch [8][4300/7330] lr: 1.000e-04, eta: 3 days, 12:34:01, time: 1.468, data_time: 0.016, memory: 64785, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0301, loss_semantic_seg: 0.2002, s0.loss_cls: 0.1780, s0.acc: 93.6829, s0.loss_bbox: 0.1038, s0.loss_mask: 0.2140, s1.loss_cls: 0.0829, s1.acc: 94.0828, s1.loss_bbox: 0.1095, s1.loss_mask: 0.0994, s2.loss_cls: 0.0422, s2.acc: 93.8840, s2.loss_bbox: 0.0682, s2.loss_mask: 0.0466, loss: 1.1984 2022-06-05 20:29:54,619 - mmdet - INFO - Epoch [8][4350/7330] lr: 1.000e-04, eta: 3 days, 12:32:47, time: 1.453, data_time: 0.016, memory: 64785, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0314, loss_semantic_seg: 0.1851, s0.loss_cls: 0.1760, s0.acc: 93.7373, s0.loss_bbox: 0.1033, s0.loss_mask: 0.2124, s1.loss_cls: 0.0820, s1.acc: 94.2143, s1.loss_bbox: 0.1091, s1.loss_mask: 0.0991, s2.loss_cls: 0.0407, s2.acc: 94.0869, s2.loss_bbox: 0.0667, s2.loss_mask: 0.0465, loss: 1.1780 2022-06-05 20:31:06,243 - mmdet - INFO - Epoch [8][4400/7330] lr: 1.000e-04, eta: 3 days, 12:31:28, time: 1.433, data_time: 0.020, memory: 64785, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0309, loss_semantic_seg: 0.1912, s0.loss_cls: 0.1734, s0.acc: 93.7590, s0.loss_bbox: 0.1058, s0.loss_mask: 0.2138, s1.loss_cls: 0.0816, s1.acc: 94.1163, s1.loss_bbox: 0.1099, s1.loss_mask: 0.1001, s2.loss_cls: 0.0406, s2.acc: 93.9853, s2.loss_bbox: 0.0673, s2.loss_mask: 0.0468, loss: 1.1866 2022-06-05 20:32:19,077 - mmdet - INFO - Epoch [8][4450/7330] lr: 1.000e-04, eta: 3 days, 12:30:14, time: 1.456, data_time: 0.016, memory: 64785, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0315, loss_semantic_seg: 0.1915, s0.loss_cls: 0.1747, s0.acc: 93.7842, s0.loss_bbox: 0.1014, s0.loss_mask: 0.2163, s1.loss_cls: 0.0832, s1.acc: 94.1299, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1014, s2.loss_cls: 0.0422, s2.acc: 94.0308, s2.loss_bbox: 0.0669, s2.loss_mask: 0.0473, loss: 1.1929 2022-06-05 20:33:31,639 - mmdet - INFO - Epoch [8][4500/7330] lr: 1.000e-04, eta: 3 days, 12:28:59, time: 1.451, data_time: 0.018, memory: 64785, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0346, loss_semantic_seg: 0.1882, s0.loss_cls: 0.1852, s0.acc: 93.3831, s0.loss_bbox: 0.1085, s0.loss_mask: 0.2216, s1.loss_cls: 0.0866, s1.acc: 93.8260, s1.loss_bbox: 0.1117, s1.loss_mask: 0.1023, s2.loss_cls: 0.0438, s2.acc: 93.6485, s2.loss_bbox: 0.0680, s2.loss_mask: 0.0475, loss: 1.2275 2022-06-05 20:34:44,516 - mmdet - INFO - Epoch [8][4550/7330] lr: 1.000e-04, eta: 3 days, 12:27:45, time: 1.457, data_time: 0.018, memory: 64785, loss_rpn_cls: 0.0245, loss_rpn_bbox: 0.0323, loss_semantic_seg: 0.1833, s0.loss_cls: 0.1735, s0.acc: 93.7461, s0.loss_bbox: 0.1051, s0.loss_mask: 0.2166, s1.loss_cls: 0.0820, s1.acc: 94.1208, s1.loss_bbox: 0.1112, s1.loss_mask: 0.1006, s2.loss_cls: 0.0413, s2.acc: 93.8448, s2.loss_bbox: 0.0671, s2.loss_mask: 0.0470, loss: 1.1845 2022-06-05 20:35:56,439 - mmdet - INFO - Epoch [8][4600/7330] lr: 1.000e-04, eta: 3 days, 12:26:28, time: 1.439, data_time: 0.019, memory: 64785, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0297, loss_semantic_seg: 0.2015, s0.loss_cls: 0.1711, s0.acc: 93.9692, s0.loss_bbox: 0.0965, s0.loss_mask: 0.2133, s1.loss_cls: 0.0806, s1.acc: 94.3726, s1.loss_bbox: 0.1029, s1.loss_mask: 0.1008, s2.loss_cls: 0.0399, s2.acc: 94.2656, s2.loss_bbox: 0.0643, s2.loss_mask: 0.0471, loss: 1.1692 2022-06-05 20:37:08,669 - mmdet - INFO - Epoch [8][4650/7330] lr: 1.000e-04, eta: 3 days, 12:25:11, time: 1.444, data_time: 0.017, memory: 64785, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0343, loss_semantic_seg: 0.2080, s0.loss_cls: 0.1814, s0.acc: 93.5886, s0.loss_bbox: 0.1028, s0.loss_mask: 0.2107, s1.loss_cls: 0.0845, s1.acc: 93.9971, s1.loss_bbox: 0.1090, s1.loss_mask: 0.0987, s2.loss_cls: 0.0428, s2.acc: 93.6457, s2.loss_bbox: 0.0679, s2.loss_mask: 0.0462, loss: 1.2126 2022-06-05 20:38:22,593 - mmdet - INFO - Epoch [8][4700/7330] lr: 1.000e-04, eta: 3 days, 12:24:01, time: 1.477, data_time: 0.018, memory: 64785, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0309, loss_semantic_seg: 0.2052, s0.loss_cls: 0.1750, s0.acc: 93.7996, s0.loss_bbox: 0.1005, s0.loss_mask: 0.2068, s1.loss_cls: 0.0821, s1.acc: 94.2964, s1.loss_bbox: 0.1063, s1.loss_mask: 0.0969, s2.loss_cls: 0.0404, s2.acc: 94.2085, s2.loss_bbox: 0.0654, s2.loss_mask: 0.0453, loss: 1.1823 2022-06-05 20:39:35,582 - mmdet - INFO - Epoch [8][4750/7330] lr: 1.000e-04, eta: 3 days, 12:22:48, time: 1.462, data_time: 0.020, memory: 64785, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0332, loss_semantic_seg: 0.2026, s0.loss_cls: 0.1779, s0.acc: 93.6748, s0.loss_bbox: 0.1041, s0.loss_mask: 0.2159, s1.loss_cls: 0.0830, s1.acc: 94.1787, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1007, s2.loss_cls: 0.0416, s2.acc: 94.1842, s2.loss_bbox: 0.0652, s2.loss_mask: 0.0475, loss: 1.2060 2022-06-05 20:40:47,253 - mmdet - INFO - Epoch [8][4800/7330] lr: 1.000e-04, eta: 3 days, 12:21:30, time: 1.433, data_time: 0.014, memory: 64785, loss_rpn_cls: 0.0234, loss_rpn_bbox: 0.0299, loss_semantic_seg: 0.2015, s0.loss_cls: 0.1703, s0.acc: 93.9792, s0.loss_bbox: 0.0990, s0.loss_mask: 0.2017, s1.loss_cls: 0.0789, s1.acc: 94.3523, s1.loss_bbox: 0.1032, s1.loss_mask: 0.0944, s2.loss_cls: 0.0396, s2.acc: 94.1744, s2.loss_bbox: 0.0620, s2.loss_mask: 0.0444, loss: 1.1484 2022-06-05 20:41:59,802 - mmdet - INFO - Epoch [8][4850/7330] lr: 1.000e-04, eta: 3 days, 12:20:15, time: 1.450, data_time: 0.015, memory: 64785, loss_rpn_cls: 0.0240, loss_rpn_bbox: 0.0313, loss_semantic_seg: 0.2004, s0.loss_cls: 0.1787, s0.acc: 93.6353, s0.loss_bbox: 0.1026, s0.loss_mask: 0.2106, s1.loss_cls: 0.0849, s1.acc: 93.9619, s1.loss_bbox: 0.1070, s1.loss_mask: 0.0982, s2.loss_cls: 0.0430, s2.acc: 93.9005, s2.loss_bbox: 0.0652, s2.loss_mask: 0.0462, loss: 1.1921 2022-06-05 20:43:11,780 - mmdet - INFO - Epoch [8][4900/7330] lr: 1.000e-04, eta: 3 days, 12:18:57, time: 1.439, data_time: 0.018, memory: 64785, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0309, loss_semantic_seg: 0.2010, s0.loss_cls: 0.1804, s0.acc: 93.6252, s0.loss_bbox: 0.1026, s0.loss_mask: 0.2125, s1.loss_cls: 0.0840, s1.acc: 94.0021, s1.loss_bbox: 0.1090, s1.loss_mask: 0.0993, s2.loss_cls: 0.0419, s2.acc: 93.8817, s2.loss_bbox: 0.0668, s2.loss_mask: 0.0466, loss: 1.1996 2022-06-05 20:44:23,711 - mmdet - INFO - Epoch [8][4950/7330] lr: 1.000e-04, eta: 3 days, 12:17:40, time: 1.439, data_time: 0.014, memory: 64785, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0324, loss_semantic_seg: 0.2072, s0.loss_cls: 0.1878, s0.acc: 93.3027, s0.loss_bbox: 0.1066, s0.loss_mask: 0.2123, s1.loss_cls: 0.0875, s1.acc: 93.7483, s1.loss_bbox: 0.1129, s1.loss_mask: 0.0988, s2.loss_cls: 0.0439, s2.acc: 93.5213, s2.loss_bbox: 0.0690, s2.loss_mask: 0.0466, loss: 1.2326 2022-06-05 20:45:36,549 - mmdet - INFO - Epoch [8][5000/7330] lr: 1.000e-04, eta: 3 days, 12:16:26, time: 1.456, data_time: 0.015, memory: 64785, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0330, loss_semantic_seg: 0.2104, s0.loss_cls: 0.1853, s0.acc: 93.5701, s0.loss_bbox: 0.1069, s0.loss_mask: 0.2157, s1.loss_cls: 0.0870, s1.acc: 93.9396, s1.loss_bbox: 0.1104, s1.loss_mask: 0.1005, s2.loss_cls: 0.0430, s2.acc: 93.8998, s2.loss_bbox: 0.0679, s2.loss_mask: 0.0474, loss: 1.2372 2022-06-05 20:46:49,406 - mmdet - INFO - Epoch [8][5050/7330] lr: 1.000e-04, eta: 3 days, 12:15:12, time: 1.457, data_time: 0.016, memory: 64785, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0303, loss_semantic_seg: 0.1997, s0.loss_cls: 0.1678, s0.acc: 93.9077, s0.loss_bbox: 0.0990, s0.loss_mask: 0.2065, s1.loss_cls: 0.0793, s1.acc: 94.2882, s1.loss_bbox: 0.1048, s1.loss_mask: 0.0977, s2.loss_cls: 0.0405, s2.acc: 94.1153, s2.loss_bbox: 0.0649, s2.loss_mask: 0.0462, loss: 1.1629 2022-06-05 20:48:02,309 - mmdet - INFO - Epoch [8][5100/7330] lr: 1.000e-04, eta: 3 days, 12:13:59, time: 1.458, data_time: 0.016, memory: 64785, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0322, loss_semantic_seg: 0.1977, s0.loss_cls: 0.1876, s0.acc: 93.3938, s0.loss_bbox: 0.1053, s0.loss_mask: 0.2110, s1.loss_cls: 0.0877, s1.acc: 93.8276, s1.loss_bbox: 0.1082, s1.loss_mask: 0.0983, s2.loss_cls: 0.0436, s2.acc: 93.7918, s2.loss_bbox: 0.0671, s2.loss_mask: 0.0459, loss: 1.2111 2022-06-05 20:49:15,991 - mmdet - INFO - Epoch [8][5150/7330] lr: 1.000e-04, eta: 3 days, 12:12:48, time: 1.474, data_time: 0.015, memory: 64785, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0303, loss_semantic_seg: 0.2023, s0.loss_cls: 0.1741, s0.acc: 93.8186, s0.loss_bbox: 0.0965, s0.loss_mask: 0.2024, s1.loss_cls: 0.0813, s1.acc: 94.2526, s1.loss_bbox: 0.1045, s1.loss_mask: 0.0955, s2.loss_cls: 0.0419, s2.acc: 93.9203, s2.loss_bbox: 0.0664, s2.loss_mask: 0.0448, loss: 1.1660 2022-06-05 20:50:29,395 - mmdet - INFO - Epoch [8][5200/7330] lr: 1.000e-04, eta: 3 days, 12:11:36, time: 1.468, data_time: 0.014, memory: 64785, loss_rpn_cls: 0.0251, loss_rpn_bbox: 0.0308, loss_semantic_seg: 0.2111, s0.loss_cls: 0.1774, s0.acc: 93.6472, s0.loss_bbox: 0.1010, s0.loss_mask: 0.2081, s1.loss_cls: 0.0828, s1.acc: 94.0966, s1.loss_bbox: 0.1074, s1.loss_mask: 0.0966, s2.loss_cls: 0.0418, s2.acc: 93.9047, s2.loss_bbox: 0.0680, s2.loss_mask: 0.0456, loss: 1.1958 2022-06-05 20:51:43,038 - mmdet - INFO - Epoch [8][5250/7330] lr: 1.000e-04, eta: 3 days, 12:10:25, time: 1.473, data_time: 0.017, memory: 64785, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0303, loss_semantic_seg: 0.1945, s0.loss_cls: 0.1806, s0.acc: 93.5403, s0.loss_bbox: 0.1044, s0.loss_mask: 0.2125, s1.loss_cls: 0.0854, s1.acc: 93.8834, s1.loss_bbox: 0.1074, s1.loss_mask: 0.0995, s2.loss_cls: 0.0430, s2.acc: 93.6740, s2.loss_bbox: 0.0665, s2.loss_mask: 0.0467, loss: 1.1969 2022-06-05 20:52:55,530 - mmdet - INFO - Epoch [8][5300/7330] lr: 1.000e-04, eta: 3 days, 12:09:10, time: 1.450, data_time: 0.015, memory: 64785, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0287, loss_semantic_seg: 0.1952, s0.loss_cls: 0.1658, s0.acc: 93.9739, s0.loss_bbox: 0.0982, s0.loss_mask: 0.2085, s1.loss_cls: 0.0789, s1.acc: 94.2485, s1.loss_bbox: 0.1059, s1.loss_mask: 0.0976, s2.loss_cls: 0.0402, s2.acc: 94.0732, s2.loss_bbox: 0.0660, s2.loss_mask: 0.0460, loss: 1.1538 2022-06-05 20:54:08,956 - mmdet - INFO - Epoch [8][5350/7330] lr: 1.000e-04, eta: 3 days, 12:07:58, time: 1.469, data_time: 0.015, memory: 64785, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0335, loss_semantic_seg: 0.2121, s0.loss_cls: 0.1999, s0.acc: 93.0605, s0.loss_bbox: 0.1077, s0.loss_mask: 0.2146, s1.loss_cls: 0.0938, s1.acc: 93.3756, s1.loss_bbox: 0.1138, s1.loss_mask: 0.1005, s2.loss_cls: 0.0477, s2.acc: 93.2115, s2.loss_bbox: 0.0697, s2.loss_mask: 0.0471, loss: 1.2693 2022-06-05 20:55:22,604 - mmdet - INFO - Epoch [8][5400/7330] lr: 1.000e-04, eta: 3 days, 12:06:47, time: 1.473, data_time: 0.017, memory: 64785, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0311, loss_semantic_seg: 0.2009, s0.loss_cls: 0.1846, s0.acc: 93.6323, s0.loss_bbox: 0.1039, s0.loss_mask: 0.2137, s1.loss_cls: 0.0859, s1.acc: 94.0596, s1.loss_bbox: 0.1111, s1.loss_mask: 0.0998, s2.loss_cls: 0.0433, s2.acc: 93.8229, s2.loss_bbox: 0.0684, s2.loss_mask: 0.0464, loss: 1.2154 2022-06-05 20:56:35,534 - mmdet - INFO - Epoch [8][5450/7330] lr: 1.000e-04, eta: 3 days, 12:05:33, time: 1.459, data_time: 0.018, memory: 64785, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0301, loss_semantic_seg: 0.2017, s0.loss_cls: 0.1767, s0.acc: 93.6587, s0.loss_bbox: 0.1045, s0.loss_mask: 0.2163, s1.loss_cls: 0.0817, s1.acc: 94.1421, s1.loss_bbox: 0.1113, s1.loss_mask: 0.1010, s2.loss_cls: 0.0414, s2.acc: 93.9692, s2.loss_bbox: 0.0688, s2.loss_mask: 0.0467, loss: 1.2074 2022-06-05 20:57:47,981 - mmdet - INFO - Epoch [8][5500/7330] lr: 1.000e-04, eta: 3 days, 12:04:18, time: 1.449, data_time: 0.014, memory: 64785, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0301, loss_semantic_seg: 0.2014, s0.loss_cls: 0.1848, s0.acc: 93.4036, s0.loss_bbox: 0.1063, s0.loss_mask: 0.2108, s1.loss_cls: 0.0867, s1.acc: 93.7749, s1.loss_bbox: 0.1108, s1.loss_mask: 0.0983, s2.loss_cls: 0.0435, s2.acc: 93.6226, s2.loss_bbox: 0.0684, s2.loss_mask: 0.0459, loss: 1.2126 2022-06-05 20:59:00,232 - mmdet - INFO - Epoch [8][5550/7330] lr: 1.000e-04, eta: 3 days, 12:03:02, time: 1.445, data_time: 0.014, memory: 64785, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0295, loss_semantic_seg: 0.1936, s0.loss_cls: 0.1788, s0.acc: 93.5667, s0.loss_bbox: 0.1007, s0.loss_mask: 0.2053, s1.loss_cls: 0.0846, s1.acc: 93.9438, s1.loss_bbox: 0.1051, s1.loss_mask: 0.0961, s2.loss_cls: 0.0422, s2.acc: 93.8045, s2.loss_bbox: 0.0650, s2.loss_mask: 0.0450, loss: 1.1692 2022-06-05 21:00:12,562 - mmdet - INFO - Epoch [8][5600/7330] lr: 1.000e-04, eta: 3 days, 12:01:46, time: 1.447, data_time: 0.013, memory: 64785, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0318, loss_semantic_seg: 0.1974, s0.loss_cls: 0.1777, s0.acc: 93.7659, s0.loss_bbox: 0.1019, s0.loss_mask: 0.2074, s1.loss_cls: 0.0820, s1.acc: 94.2715, s1.loss_bbox: 0.1084, s1.loss_mask: 0.0972, s2.loss_cls: 0.0417, s2.acc: 93.8942, s2.loss_bbox: 0.0657, s2.loss_mask: 0.0457, loss: 1.1804 2022-06-05 21:01:24,982 - mmdet - INFO - Epoch [8][5650/7330] lr: 1.000e-04, eta: 3 days, 12:00:30, time: 1.448, data_time: 0.017, memory: 64785, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0314, loss_semantic_seg: 0.2035, s0.loss_cls: 0.1771, s0.acc: 93.7517, s0.loss_bbox: 0.1021, s0.loss_mask: 0.2075, s1.loss_cls: 0.0821, s1.acc: 94.2285, s1.loss_bbox: 0.1066, s1.loss_mask: 0.0974, s2.loss_cls: 0.0418, s2.acc: 94.0235, s2.loss_bbox: 0.0663, s2.loss_mask: 0.0457, loss: 1.1872 2022-06-05 21:02:36,061 - mmdet - INFO - Epoch [8][5700/7330] lr: 1.000e-04, eta: 3 days, 11:59:10, time: 1.422, data_time: 0.017, memory: 64785, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0301, loss_semantic_seg: 0.1913, s0.loss_cls: 0.1752, s0.acc: 93.7771, s0.loss_bbox: 0.1014, s0.loss_mask: 0.2060, s1.loss_cls: 0.0815, s1.acc: 94.2947, s1.loss_bbox: 0.1033, s1.loss_mask: 0.0967, s2.loss_cls: 0.0406, s2.acc: 94.2251, s2.loss_bbox: 0.0638, s2.loss_mask: 0.0458, loss: 1.1633 2022-06-05 21:03:48,142 - mmdet - INFO - Epoch [8][5750/7330] lr: 1.000e-04, eta: 3 days, 11:57:53, time: 1.442, data_time: 0.014, memory: 64785, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0317, loss_semantic_seg: 0.2024, s0.loss_cls: 0.1790, s0.acc: 93.6013, s0.loss_bbox: 0.1012, s0.loss_mask: 0.2093, s1.loss_cls: 0.0822, s1.acc: 94.0341, s1.loss_bbox: 0.1081, s1.loss_mask: 0.0984, s2.loss_cls: 0.0419, s2.acc: 93.8689, s2.loss_bbox: 0.0673, s2.loss_mask: 0.0463, loss: 1.1936 2022-06-05 21:05:00,839 - mmdet - INFO - Epoch [8][5800/7330] lr: 1.000e-04, eta: 3 days, 11:56:38, time: 1.452, data_time: 0.019, memory: 64785, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0316, loss_semantic_seg: 0.1868, s0.loss_cls: 0.1786, s0.acc: 93.5342, s0.loss_bbox: 0.1018, s0.loss_mask: 0.2083, s1.loss_cls: 0.0831, s1.acc: 94.0136, s1.loss_bbox: 0.1079, s1.loss_mask: 0.0978, s2.loss_cls: 0.0425, s2.acc: 93.7944, s2.loss_bbox: 0.0668, s2.loss_mask: 0.0458, loss: 1.1765 2022-06-05 21:06:13,277 - mmdet - INFO - Epoch [8][5850/7330] lr: 1.000e-04, eta: 3 days, 11:55:23, time: 1.450, data_time: 0.018, memory: 64785, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0310, loss_semantic_seg: 0.1952, s0.loss_cls: 0.1775, s0.acc: 93.6841, s0.loss_bbox: 0.1016, s0.loss_mask: 0.2160, s1.loss_cls: 0.0834, s1.acc: 94.1256, s1.loss_bbox: 0.1039, s1.loss_mask: 0.1007, s2.loss_cls: 0.0420, s2.acc: 93.9747, s2.loss_bbox: 0.0631, s2.loss_mask: 0.0470, loss: 1.1880 2022-06-05 21:07:26,445 - mmdet - INFO - Epoch [8][5900/7330] lr: 1.000e-04, eta: 3 days, 11:54:11, time: 1.463, data_time: 0.017, memory: 64785, loss_rpn_cls: 0.0249, loss_rpn_bbox: 0.0299, loss_semantic_seg: 0.2000, s0.loss_cls: 0.1749, s0.acc: 93.7695, s0.loss_bbox: 0.0968, s0.loss_mask: 0.2048, s1.loss_cls: 0.0822, s1.acc: 94.1993, s1.loss_bbox: 0.0997, s1.loss_mask: 0.0960, s2.loss_cls: 0.0418, s2.acc: 93.9812, s2.loss_bbox: 0.0614, s2.loss_mask: 0.0456, loss: 1.1580 2022-06-05 21:08:39,735 - mmdet - INFO - Epoch [8][5950/7330] lr: 1.000e-04, eta: 3 days, 11:52:58, time: 1.464, data_time: 0.016, memory: 64785, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0318, loss_semantic_seg: 0.2094, s0.loss_cls: 0.1860, s0.acc: 93.4194, s0.loss_bbox: 0.1050, s0.loss_mask: 0.2135, s1.loss_cls: 0.0866, s1.acc: 93.8459, s1.loss_bbox: 0.1081, s1.loss_mask: 0.0998, s2.loss_cls: 0.0430, s2.acc: 93.8725, s2.loss_bbox: 0.0665, s2.loss_mask: 0.0468, loss: 1.2218 2022-06-05 21:09:52,937 - mmdet - INFO - Epoch [8][6000/7330] lr: 1.000e-04, eta: 3 days, 11:51:46, time: 1.465, data_time: 0.021, memory: 64785, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0307, loss_semantic_seg: 0.2027, s0.loss_cls: 0.1830, s0.acc: 93.4875, s0.loss_bbox: 0.1040, s0.loss_mask: 0.2121, s1.loss_cls: 0.0849, s1.acc: 93.9942, s1.loss_bbox: 0.1103, s1.loss_mask: 0.0996, s2.loss_cls: 0.0427, s2.acc: 93.8203, s2.loss_bbox: 0.0677, s2.loss_mask: 0.0470, loss: 1.2096 2022-06-05 21:11:04,902 - mmdet - INFO - Epoch [8][6050/7330] lr: 1.000e-04, eta: 3 days, 11:50:29, time: 1.440, data_time: 0.012, memory: 64785, loss_rpn_cls: 0.0241, loss_rpn_bbox: 0.0288, loss_semantic_seg: 0.1959, s0.loss_cls: 0.1721, s0.acc: 93.7898, s0.loss_bbox: 0.1021, s0.loss_mask: 0.2104, s1.loss_cls: 0.0805, s1.acc: 94.1684, s1.loss_bbox: 0.1084, s1.loss_mask: 0.0996, s2.loss_cls: 0.0409, s2.acc: 93.9291, s2.loss_bbox: 0.0666, s2.loss_mask: 0.0466, loss: 1.1762 2022-06-05 21:12:18,073 - mmdet - INFO - Epoch [8][6100/7330] lr: 1.000e-04, eta: 3 days, 11:49:16, time: 1.463, data_time: 0.016, memory: 64785, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0290, loss_semantic_seg: 0.2013, s0.loss_cls: 0.1743, s0.acc: 93.8262, s0.loss_bbox: 0.1017, s0.loss_mask: 0.2086, s1.loss_cls: 0.0814, s1.acc: 94.2470, s1.loss_bbox: 0.1054, s1.loss_mask: 0.0976, s2.loss_cls: 0.0409, s2.acc: 94.0763, s2.loss_bbox: 0.0658, s2.loss_mask: 0.0454, loss: 1.1767 2022-06-05 21:13:31,683 - mmdet - INFO - Epoch [8][6150/7330] lr: 1.000e-04, eta: 3 days, 11:48:05, time: 1.472, data_time: 0.014, memory: 64785, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0325, loss_semantic_seg: 0.2052, s0.loss_cls: 0.1811, s0.acc: 93.5444, s0.loss_bbox: 0.1046, s0.loss_mask: 0.2109, s1.loss_cls: 0.0849, s1.acc: 93.9668, s1.loss_bbox: 0.1079, s1.loss_mask: 0.0989, s2.loss_cls: 0.0424, s2.acc: 93.8687, s2.loss_bbox: 0.0672, s2.loss_mask: 0.0463, loss: 1.2075 2022-06-05 21:14:43,882 - mmdet - INFO - Epoch [8][6200/7330] lr: 1.000e-04, eta: 3 days, 11:46:49, time: 1.444, data_time: 0.014, memory: 64785, loss_rpn_cls: 0.0233, loss_rpn_bbox: 0.0287, loss_semantic_seg: 0.1962, s0.loss_cls: 0.1742, s0.acc: 93.8708, s0.loss_bbox: 0.0986, s0.loss_mask: 0.2049, s1.loss_cls: 0.0806, s1.acc: 94.3425, s1.loss_bbox: 0.1039, s1.loss_mask: 0.0952, s2.loss_cls: 0.0407, s2.acc: 94.1637, s2.loss_bbox: 0.0644, s2.loss_mask: 0.0448, loss: 1.1556 2022-06-05 21:15:56,790 - mmdet - INFO - Epoch [8][6250/7330] lr: 1.000e-04, eta: 3 days, 11:45:35, time: 1.458, data_time: 0.019, memory: 64785, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0314, loss_semantic_seg: 0.2012, s0.loss_cls: 0.1904, s0.acc: 93.2051, s0.loss_bbox: 0.1061, s0.loss_mask: 0.2131, s1.loss_cls: 0.0890, s1.acc: 93.5919, s1.loss_bbox: 0.1115, s1.loss_mask: 0.1000, s2.loss_cls: 0.0448, s2.acc: 93.4398, s2.loss_bbox: 0.0696, s2.loss_mask: 0.0470, loss: 1.2299 2022-06-05 21:17:08,807 - mmdet - INFO - Epoch [8][6300/7330] lr: 1.000e-04, eta: 3 days, 11:44:18, time: 1.440, data_time: 0.016, memory: 64785, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0310, loss_semantic_seg: 0.2084, s0.loss_cls: 0.1727, s0.acc: 93.9282, s0.loss_bbox: 0.0954, s0.loss_mask: 0.2058, s1.loss_cls: 0.0806, s1.acc: 94.3665, s1.loss_bbox: 0.1012, s1.loss_mask: 0.0960, s2.loss_cls: 0.0404, s2.acc: 94.2033, s2.loss_bbox: 0.0635, s2.loss_mask: 0.0453, loss: 1.1627 2022-06-05 21:18:21,617 - mmdet - INFO - Epoch [8][6350/7330] lr: 1.000e-04, eta: 3 days, 11:43:04, time: 1.456, data_time: 0.016, memory: 64785, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0318, loss_semantic_seg: 0.2075, s0.loss_cls: 0.1787, s0.acc: 93.5276, s0.loss_bbox: 0.1034, s0.loss_mask: 0.2114, s1.loss_cls: 0.0846, s1.acc: 93.9076, s1.loss_bbox: 0.1078, s1.loss_mask: 0.0990, s2.loss_cls: 0.0423, s2.acc: 93.8421, s2.loss_bbox: 0.0663, s2.loss_mask: 0.0462, loss: 1.2034 2022-06-05 21:19:34,599 - mmdet - INFO - Epoch [8][6400/7330] lr: 1.000e-04, eta: 3 days, 11:41:51, time: 1.460, data_time: 0.015, memory: 64785, loss_rpn_cls: 0.0234, loss_rpn_bbox: 0.0303, loss_semantic_seg: 0.1876, s0.loss_cls: 0.1665, s0.acc: 93.9861, s0.loss_bbox: 0.0978, s0.loss_mask: 0.2063, s1.loss_cls: 0.0797, s1.acc: 94.3092, s1.loss_bbox: 0.1051, s1.loss_mask: 0.0972, s2.loss_cls: 0.0401, s2.acc: 94.1411, s2.loss_bbox: 0.0664, s2.loss_mask: 0.0459, loss: 1.1462 2022-06-05 21:20:47,650 - mmdet - INFO - Epoch [8][6450/7330] lr: 1.000e-04, eta: 3 days, 11:40:37, time: 1.461, data_time: 0.014, memory: 64785, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0302, loss_semantic_seg: 0.1989, s0.loss_cls: 0.1781, s0.acc: 93.8125, s0.loss_bbox: 0.0999, s0.loss_mask: 0.2102, s1.loss_cls: 0.0835, s1.acc: 94.1543, s1.loss_bbox: 0.1068, s1.loss_mask: 0.0986, s2.loss_cls: 0.0420, s2.acc: 93.8865, s2.loss_bbox: 0.0661, s2.loss_mask: 0.0464, loss: 1.1864 2022-06-05 21:21:59,972 - mmdet - INFO - Epoch [8][6500/7330] lr: 1.000e-04, eta: 3 days, 11:39:22, time: 1.447, data_time: 0.012, memory: 64785, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0306, loss_semantic_seg: 0.2015, s0.loss_cls: 0.1768, s0.acc: 93.6821, s0.loss_bbox: 0.1020, s0.loss_mask: 0.2088, s1.loss_cls: 0.0846, s1.acc: 93.9651, s1.loss_bbox: 0.1078, s1.loss_mask: 0.0976, s2.loss_cls: 0.0427, s2.acc: 93.7713, s2.loss_bbox: 0.0671, s2.loss_mask: 0.0457, loss: 1.1895 2022-06-05 21:23:11,939 - mmdet - INFO - Epoch [8][6550/7330] lr: 1.000e-04, eta: 3 days, 11:38:05, time: 1.439, data_time: 0.013, memory: 64785, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0297, loss_semantic_seg: 0.1895, s0.loss_cls: 0.1820, s0.acc: 93.5330, s0.loss_bbox: 0.1035, s0.loss_mask: 0.2149, s1.loss_cls: 0.0858, s1.acc: 93.9399, s1.loss_bbox: 0.1098, s1.loss_mask: 0.1009, s2.loss_cls: 0.0434, s2.acc: 93.7042, s2.loss_bbox: 0.0677, s2.loss_mask: 0.0472, loss: 1.2002 2022-06-05 21:24:24,572 - mmdet - INFO - Epoch [8][6600/7330] lr: 1.000e-04, eta: 3 days, 11:36:50, time: 1.451, data_time: 0.016, memory: 64785, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0319, loss_semantic_seg: 0.2063, s0.loss_cls: 0.1872, s0.acc: 93.2092, s0.loss_bbox: 0.1069, s0.loss_mask: 0.2180, s1.loss_cls: 0.0875, s1.acc: 93.6251, s1.loss_bbox: 0.1132, s1.loss_mask: 0.1016, s2.loss_cls: 0.0445, s2.acc: 93.4590, s2.loss_bbox: 0.0702, s2.loss_mask: 0.0482, loss: 1.2417 2022-06-05 21:25:36,556 - mmdet - INFO - Epoch [8][6650/7330] lr: 1.000e-04, eta: 3 days, 11:35:33, time: 1.441, data_time: 0.022, memory: 64785, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0298, loss_semantic_seg: 0.1919, s0.loss_cls: 0.1738, s0.acc: 93.8545, s0.loss_bbox: 0.0998, s0.loss_mask: 0.2080, s1.loss_cls: 0.0809, s1.acc: 94.2456, s1.loss_bbox: 0.1059, s1.loss_mask: 0.0986, s2.loss_cls: 0.0409, s2.acc: 94.2079, s2.loss_bbox: 0.0648, s2.loss_mask: 0.0462, loss: 1.1652 2022-06-05 21:26:51,521 - mmdet - INFO - Epoch [8][6700/7330] lr: 1.000e-04, eta: 3 days, 11:34:27, time: 1.499, data_time: 0.015, memory: 64785, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0302, loss_semantic_seg: 0.2017, s0.loss_cls: 0.1812, s0.acc: 93.6030, s0.loss_bbox: 0.1036, s0.loss_mask: 0.2117, s1.loss_cls: 0.0853, s1.acc: 93.9589, s1.loss_bbox: 0.1083, s1.loss_mask: 0.0994, s2.loss_cls: 0.0432, s2.acc: 93.7266, s2.loss_bbox: 0.0678, s2.loss_mask: 0.0466, loss: 1.2032 2022-06-05 21:28:03,771 - mmdet - INFO - Epoch [8][6750/7330] lr: 1.000e-04, eta: 3 days, 11:33:11, time: 1.445, data_time: 0.012, memory: 64785, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0308, loss_semantic_seg: 0.1955, s0.loss_cls: 0.1829, s0.acc: 93.4912, s0.loss_bbox: 0.1038, s0.loss_mask: 0.2111, s1.loss_cls: 0.0862, s1.acc: 93.9309, s1.loss_bbox: 0.1090, s1.loss_mask: 0.0989, s2.loss_cls: 0.0428, s2.acc: 93.7565, s2.loss_bbox: 0.0684, s2.loss_mask: 0.0462, loss: 1.2017 2022-06-05 21:29:17,051 - mmdet - INFO - Epoch [8][6800/7330] lr: 1.000e-04, eta: 3 days, 11:31:58, time: 1.465, data_time: 0.016, memory: 64785, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0333, loss_semantic_seg: 0.2045, s0.loss_cls: 0.1930, s0.acc: 93.2849, s0.loss_bbox: 0.1091, s0.loss_mask: 0.2179, s1.loss_cls: 0.0905, s1.acc: 93.6690, s1.loss_bbox: 0.1133, s1.loss_mask: 0.1026, s2.loss_cls: 0.0453, s2.acc: 93.5656, s2.loss_bbox: 0.0684, s2.loss_mask: 0.0487, loss: 1.2562 2022-06-05 21:30:30,244 - mmdet - INFO - Epoch [8][6850/7330] lr: 1.000e-04, eta: 3 days, 11:30:46, time: 1.464, data_time: 0.016, memory: 64785, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0313, loss_semantic_seg: 0.2016, s0.loss_cls: 0.1801, s0.acc: 93.6409, s0.loss_bbox: 0.1023, s0.loss_mask: 0.2125, s1.loss_cls: 0.0837, s1.acc: 94.0312, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1002, s2.loss_cls: 0.0422, s2.acc: 93.9472, s2.loss_bbox: 0.0648, s2.loss_mask: 0.0468, loss: 1.1959 2022-06-05 21:31:42,605 - mmdet - INFO - Epoch [8][6900/7330] lr: 1.000e-04, eta: 3 days, 11:29:30, time: 1.447, data_time: 0.013, memory: 64785, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0303, loss_semantic_seg: 0.2007, s0.loss_cls: 0.1735, s0.acc: 93.8855, s0.loss_bbox: 0.0973, s0.loss_mask: 0.2089, s1.loss_cls: 0.0806, s1.acc: 94.3184, s1.loss_bbox: 0.1037, s1.loss_mask: 0.0977, s2.loss_cls: 0.0415, s2.acc: 94.0152, s2.loss_bbox: 0.0633, s2.loss_mask: 0.0459, loss: 1.1696 2022-06-05 21:32:54,726 - mmdet - INFO - Epoch [8][6950/7330] lr: 1.000e-04, eta: 3 days, 11:28:14, time: 1.442, data_time: 0.014, memory: 64785, loss_rpn_cls: 0.0244, loss_rpn_bbox: 0.0309, loss_semantic_seg: 0.1986, s0.loss_cls: 0.1753, s0.acc: 93.7832, s0.loss_bbox: 0.1016, s0.loss_mask: 0.2086, s1.loss_cls: 0.0821, s1.acc: 94.2767, s1.loss_bbox: 0.1053, s1.loss_mask: 0.0980, s2.loss_cls: 0.0414, s2.acc: 94.0749, s2.loss_bbox: 0.0658, s2.loss_mask: 0.0464, loss: 1.1786 2022-06-05 21:34:05,584 - mmdet - INFO - Epoch [8][7000/7330] lr: 1.000e-04, eta: 3 days, 11:26:53, time: 1.417, data_time: 0.017, memory: 64785, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0286, loss_semantic_seg: 0.2035, s0.loss_cls: 0.1717, s0.acc: 93.8923, s0.loss_bbox: 0.0985, s0.loss_mask: 0.2079, s1.loss_cls: 0.0800, s1.acc: 94.3402, s1.loss_bbox: 0.1032, s1.loss_mask: 0.0980, s2.loss_cls: 0.0402, s2.acc: 94.2266, s2.loss_bbox: 0.0640, s2.loss_mask: 0.0456, loss: 1.1666 2022-06-05 21:35:16,914 - mmdet - INFO - Epoch [8][7050/7330] lr: 1.000e-04, eta: 3 days, 11:25:34, time: 1.427, data_time: 0.015, memory: 64785, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0283, loss_semantic_seg: 0.2047, s0.loss_cls: 0.1727, s0.acc: 94.0098, s0.loss_bbox: 0.0980, s0.loss_mask: 0.2158, s1.loss_cls: 0.0802, s1.acc: 94.3318, s1.loss_bbox: 0.1019, s1.loss_mask: 0.1005, s2.loss_cls: 0.0409, s2.acc: 94.1255, s2.loss_bbox: 0.0624, s2.loss_mask: 0.0470, loss: 1.1788 2022-06-05 21:36:29,139 - mmdet - INFO - Epoch [8][7100/7330] lr: 1.000e-04, eta: 3 days, 11:24:18, time: 1.445, data_time: 0.013, memory: 64785, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0300, loss_semantic_seg: 0.1920, s0.loss_cls: 0.1680, s0.acc: 94.0535, s0.loss_bbox: 0.0974, s0.loss_mask: 0.2124, s1.loss_cls: 0.0782, s1.acc: 94.5025, s1.loss_bbox: 0.1039, s1.loss_mask: 0.0995, s2.loss_cls: 0.0401, s2.acc: 94.2161, s2.loss_bbox: 0.0633, s2.loss_mask: 0.0464, loss: 1.1565 2022-06-05 21:37:42,140 - mmdet - INFO - Epoch [8][7150/7330] lr: 1.000e-04, eta: 3 days, 11:23:04, time: 1.460, data_time: 0.019, memory: 64785, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0307, loss_semantic_seg: 0.1950, s0.loss_cls: 0.1741, s0.acc: 93.7988, s0.loss_bbox: 0.1008, s0.loss_mask: 0.2135, s1.loss_cls: 0.0811, s1.acc: 94.3059, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1011, s2.loss_cls: 0.0414, s2.acc: 94.0657, s2.loss_bbox: 0.0669, s2.loss_mask: 0.0478, loss: 1.1844 2022-06-05 21:38:55,058 - mmdet - INFO - Epoch [8][7200/7330] lr: 1.000e-04, eta: 3 days, 11:21:51, time: 1.457, data_time: 0.015, memory: 64785, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0301, loss_semantic_seg: 0.2097, s0.loss_cls: 0.1693, s0.acc: 93.8845, s0.loss_bbox: 0.0996, s0.loss_mask: 0.2093, s1.loss_cls: 0.0799, s1.acc: 94.2983, s1.loss_bbox: 0.1061, s1.loss_mask: 0.0979, s2.loss_cls: 0.0409, s2.acc: 93.9755, s2.loss_bbox: 0.0654, s2.loss_mask: 0.0457, loss: 1.1786 2022-06-05 21:40:07,525 - mmdet - INFO - Epoch [8][7250/7330] lr: 1.000e-04, eta: 3 days, 11:20:36, time: 1.450, data_time: 0.017, memory: 64785, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0305, loss_semantic_seg: 0.1952, s0.loss_cls: 0.1727, s0.acc: 93.8442, s0.loss_bbox: 0.1022, s0.loss_mask: 0.2120, s1.loss_cls: 0.0816, s1.acc: 94.1858, s1.loss_bbox: 0.1055, s1.loss_mask: 0.0980, s2.loss_cls: 0.0412, s2.acc: 93.8794, s2.loss_bbox: 0.0652, s2.loss_mask: 0.0460, loss: 1.1760 2022-06-05 21:41:19,466 - mmdet - INFO - Epoch [8][7300/7330] lr: 1.000e-04, eta: 3 days, 11:19:19, time: 1.440, data_time: 0.013, memory: 64785, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0309, loss_semantic_seg: 0.2030, s0.loss_cls: 0.1737, s0.acc: 93.6777, s0.loss_bbox: 0.1046, s0.loss_mask: 0.2130, s1.loss_cls: 0.0810, s1.acc: 94.0900, s1.loss_bbox: 0.1080, s1.loss_mask: 0.0989, s2.loss_cls: 0.0409, s2.acc: 93.9775, s2.loss_bbox: 0.0647, s2.loss_mask: 0.0462, loss: 1.1919 2022-06-05 21:42:23,131 - mmdet - INFO - Saving checkpoint at 8 epochs 2022-06-05 21:47:00,846 - mmdet - INFO - Evaluating bbox... 2022-06-05 21:47:49,373 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.539 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.729 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.599 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.395 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.579 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.662 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.711 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.711 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.711 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.552 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.754 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.843 2022-06-05 21:47:49,374 - mmdet - INFO - Evaluating segm... 2022-06-05 21:48:49,228 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.469 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.707 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.515 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.287 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.507 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.643 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.618 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.618 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.618 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.456 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.656 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.761 2022-06-05 21:48:50,294 - mmdet - INFO - Exp name: htc++_beit_adapter_v2_large_fpn_3x_coco.py 2022-06-05 21:48:50,296 - mmdet - INFO - Epoch(val) [8][313] bbox_mAP: 0.5390, bbox_mAP_50: 0.7290, bbox_mAP_75: 0.5990, bbox_mAP_s: 0.3950, bbox_mAP_m: 0.5790, bbox_mAP_l: 0.6620, bbox_mAP_copypaste: 0.539 0.729 0.599 0.395 0.579 0.662, segm_mAP: 0.4690, segm_mAP_50: 0.7070, segm_mAP_75: 0.5150, segm_mAP_s: 0.2870, segm_mAP_m: 0.5070, segm_mAP_l: 0.6430, segm_mAP_copypaste: 0.469 0.707 0.515 0.287 0.507 0.643 2022-06-05 21:53:42,400 - mmdet - INFO - Epoch [9][50/7330] lr: 1.000e-04, eta: 3 days, 11:27:34, time: 5.841, data_time: 4.379, memory: 64785, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0323, loss_semantic_seg: 0.2013, s0.loss_cls: 0.1711, s0.acc: 93.8472, s0.loss_bbox: 0.1014, s0.loss_mask: 0.2143, s1.loss_cls: 0.0794, s1.acc: 94.3187, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1007, s2.loss_cls: 0.0401, s2.acc: 94.1764, s2.loss_bbox: 0.0666, s2.loss_mask: 0.0476, loss: 1.1865 2022-06-05 21:54:54,820 - mmdet - INFO - Epoch [9][100/7330] lr: 1.000e-04, eta: 3 days, 11:26:18, time: 1.449, data_time: 0.020, memory: 64785, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0309, loss_semantic_seg: 0.1912, s0.loss_cls: 0.1707, s0.acc: 94.0039, s0.loss_bbox: 0.1019, s0.loss_mask: 0.2076, s1.loss_cls: 0.0777, s1.acc: 94.5424, s1.loss_bbox: 0.1071, s1.loss_mask: 0.0965, s2.loss_cls: 0.0394, s2.acc: 94.3131, s2.loss_bbox: 0.0646, s2.loss_mask: 0.0451, loss: 1.1549 2022-06-05 21:56:08,330 - mmdet - INFO - Epoch [9][150/7330] lr: 1.000e-04, eta: 3 days, 11:25:06, time: 1.470, data_time: 0.015, memory: 64785, loss_rpn_cls: 0.0234, loss_rpn_bbox: 0.0296, loss_semantic_seg: 0.1990, s0.loss_cls: 0.1693, s0.acc: 93.9653, s0.loss_bbox: 0.0983, s0.loss_mask: 0.2043, s1.loss_cls: 0.0778, s1.acc: 94.4061, s1.loss_bbox: 0.1031, s1.loss_mask: 0.0955, s2.loss_cls: 0.0393, s2.acc: 94.2680, s2.loss_bbox: 0.0632, s2.loss_mask: 0.0447, loss: 1.1477 2022-06-05 21:57:20,261 - mmdet - INFO - Epoch [9][200/7330] lr: 1.000e-04, eta: 3 days, 11:23:48, time: 1.439, data_time: 0.017, memory: 64785, loss_rpn_cls: 0.0241, loss_rpn_bbox: 0.0299, loss_semantic_seg: 0.1946, s0.loss_cls: 0.1690, s0.acc: 93.9246, s0.loss_bbox: 0.0995, s0.loss_mask: 0.2139, s1.loss_cls: 0.0791, s1.acc: 94.2961, s1.loss_bbox: 0.1045, s1.loss_mask: 0.0990, s2.loss_cls: 0.0392, s2.acc: 94.2525, s2.loss_bbox: 0.0647, s2.loss_mask: 0.0464, loss: 1.1641 2022-06-05 21:58:32,674 - mmdet - INFO - Epoch [9][250/7330] lr: 1.000e-04, eta: 3 days, 11:22:32, time: 1.448, data_time: 0.018, memory: 64785, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0321, loss_semantic_seg: 0.1885, s0.loss_cls: 0.1688, s0.acc: 93.9380, s0.loss_bbox: 0.1010, s0.loss_mask: 0.2095, s1.loss_cls: 0.0787, s1.acc: 94.3112, s1.loss_bbox: 0.1073, s1.loss_mask: 0.0986, s2.loss_cls: 0.0396, s2.acc: 94.0843, s2.loss_bbox: 0.0669, s2.loss_mask: 0.0461, loss: 1.1609 2022-06-05 21:59:45,396 - mmdet - INFO - Epoch [9][300/7330] lr: 1.000e-04, eta: 3 days, 11:21:17, time: 1.454, data_time: 0.016, memory: 64785, loss_rpn_cls: 0.0244, loss_rpn_bbox: 0.0304, loss_semantic_seg: 0.1999, s0.loss_cls: 0.1686, s0.acc: 94.0330, s0.loss_bbox: 0.0976, s0.loss_mask: 0.2105, s1.loss_cls: 0.0801, s1.acc: 94.3152, s1.loss_bbox: 0.1037, s1.loss_mask: 0.0986, s2.loss_cls: 0.0406, s2.acc: 94.1877, s2.loss_bbox: 0.0634, s2.loss_mask: 0.0461, loss: 1.1640 2022-06-05 22:00:57,612 - mmdet - INFO - Epoch [9][350/7330] lr: 1.000e-04, eta: 3 days, 11:20:01, time: 1.444, data_time: 0.018, memory: 64785, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0321, loss_semantic_seg: 0.1888, s0.loss_cls: 0.1707, s0.acc: 93.8491, s0.loss_bbox: 0.1003, s0.loss_mask: 0.2072, s1.loss_cls: 0.0789, s1.acc: 94.2969, s1.loss_bbox: 0.1047, s1.loss_mask: 0.0975, s2.loss_cls: 0.0395, s2.acc: 94.2213, s2.loss_bbox: 0.0658, s2.loss_mask: 0.0458, loss: 1.1592 2022-06-05 22:02:10,546 - mmdet - INFO - Epoch [9][400/7330] lr: 1.000e-04, eta: 3 days, 11:18:47, time: 1.459, data_time: 0.020, memory: 64785, loss_rpn_cls: 0.0249, loss_rpn_bbox: 0.0290, loss_semantic_seg: 0.1905, s0.loss_cls: 0.1564, s0.acc: 94.2830, s0.loss_bbox: 0.0934, s0.loss_mask: 0.2086, s1.loss_cls: 0.0733, s1.acc: 94.6733, s1.loss_bbox: 0.1002, s1.loss_mask: 0.0978, s2.loss_cls: 0.0366, s2.acc: 94.5254, s2.loss_bbox: 0.0623, s2.loss_mask: 0.0463, loss: 1.1195 2022-06-05 22:03:22,313 - mmdet - INFO - Epoch [9][450/7330] lr: 1.000e-04, eta: 3 days, 11:17:28, time: 1.436, data_time: 0.014, memory: 64785, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0298, loss_semantic_seg: 0.1948, s0.loss_cls: 0.1624, s0.acc: 94.1597, s0.loss_bbox: 0.0986, s0.loss_mask: 0.2035, s1.loss_cls: 0.0762, s1.acc: 94.5342, s1.loss_bbox: 0.1040, s1.loss_mask: 0.0952, s2.loss_cls: 0.0387, s2.acc: 94.3613, s2.loss_bbox: 0.0638, s2.loss_mask: 0.0444, loss: 1.1339 2022-06-05 22:04:34,712 - mmdet - INFO - Epoch [9][500/7330] lr: 1.000e-04, eta: 3 days, 11:16:12, time: 1.448, data_time: 0.016, memory: 64785, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0303, loss_semantic_seg: 0.2021, s0.loss_cls: 0.1775, s0.acc: 93.7180, s0.loss_bbox: 0.1025, s0.loss_mask: 0.2147, s1.loss_cls: 0.0826, s1.acc: 94.2163, s1.loss_bbox: 0.1092, s1.loss_mask: 0.1004, s2.loss_cls: 0.0420, s2.acc: 94.0584, s2.loss_bbox: 0.0690, s2.loss_mask: 0.0472, loss: 1.2050 2022-06-05 22:05:46,918 - mmdet - INFO - Epoch [9][550/7330] lr: 1.000e-04, eta: 3 days, 11:14:56, time: 1.444, data_time: 0.023, memory: 64785, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0304, loss_semantic_seg: 0.1972, s0.loss_cls: 0.1730, s0.acc: 93.7678, s0.loss_bbox: 0.1001, s0.loss_mask: 0.2096, s1.loss_cls: 0.0817, s1.acc: 94.1552, s1.loss_bbox: 0.1082, s1.loss_mask: 0.0991, s2.loss_cls: 0.0413, s2.acc: 93.9207, s2.loss_bbox: 0.0665, s2.loss_mask: 0.0461, loss: 1.1774 2022-06-05 22:07:00,073 - mmdet - INFO - Epoch [9][600/7330] lr: 1.000e-04, eta: 3 days, 11:13:42, time: 1.463, data_time: 0.016, memory: 64785, loss_rpn_cls: 0.0244, loss_rpn_bbox: 0.0307, loss_semantic_seg: 0.1958, s0.loss_cls: 0.1739, s0.acc: 93.7029, s0.loss_bbox: 0.1047, s0.loss_mask: 0.2081, s1.loss_cls: 0.0807, s1.acc: 94.1882, s1.loss_bbox: 0.1105, s1.loss_mask: 0.0972, s2.loss_cls: 0.0405, s2.acc: 93.9867, s2.loss_bbox: 0.0689, s2.loss_mask: 0.0452, loss: 1.1805 2022-06-05 22:08:12,608 - mmdet - INFO - Epoch [9][650/7330] lr: 1.000e-04, eta: 3 days, 11:12:27, time: 1.451, data_time: 0.013, memory: 64785, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0298, loss_semantic_seg: 0.1926, s0.loss_cls: 0.1676, s0.acc: 93.8662, s0.loss_bbox: 0.0996, s0.loss_mask: 0.2061, s1.loss_cls: 0.0787, s1.acc: 94.3546, s1.loss_bbox: 0.1051, s1.loss_mask: 0.0979, s2.loss_cls: 0.0398, s2.acc: 94.2392, s2.loss_bbox: 0.0664, s2.loss_mask: 0.0466, loss: 1.1574 2022-06-05 22:09:24,898 - mmdet - INFO - Epoch [9][700/7330] lr: 1.000e-04, eta: 3 days, 11:11:10, time: 1.446, data_time: 0.016, memory: 64785, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0319, loss_semantic_seg: 0.1967, s0.loss_cls: 0.1878, s0.acc: 93.4062, s0.loss_bbox: 0.1074, s0.loss_mask: 0.2129, s1.loss_cls: 0.0866, s1.acc: 93.9345, s1.loss_bbox: 0.1103, s1.loss_mask: 0.0993, s2.loss_cls: 0.0434, s2.acc: 93.7276, s2.loss_bbox: 0.0681, s2.loss_mask: 0.0467, loss: 1.2183 2022-06-05 22:10:37,661 - mmdet - INFO - Epoch [9][750/7330] lr: 1.000e-04, eta: 3 days, 11:09:56, time: 1.455, data_time: 0.016, memory: 64785, loss_rpn_cls: 0.0240, loss_rpn_bbox: 0.0280, loss_semantic_seg: 0.1950, s0.loss_cls: 0.1655, s0.acc: 94.0815, s0.loss_bbox: 0.0952, s0.loss_mask: 0.2018, s1.loss_cls: 0.0753, s1.acc: 94.6229, s1.loss_bbox: 0.1002, s1.loss_mask: 0.0944, s2.loss_cls: 0.0375, s2.acc: 94.5243, s2.loss_bbox: 0.0625, s2.loss_mask: 0.0442, loss: 1.1235 2022-06-05 22:11:50,440 - mmdet - INFO - Epoch [9][800/7330] lr: 1.000e-04, eta: 3 days, 11:08:41, time: 1.456, data_time: 0.020, memory: 64785, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0326, loss_semantic_seg: 0.2025, s0.loss_cls: 0.1937, s0.acc: 93.3015, s0.loss_bbox: 0.1093, s0.loss_mask: 0.2158, s1.loss_cls: 0.0892, s1.acc: 93.7728, s1.loss_bbox: 0.1153, s1.loss_mask: 0.1012, s2.loss_cls: 0.0449, s2.acc: 93.6232, s2.loss_bbox: 0.0692, s2.loss_mask: 0.0474, loss: 1.2474 2022-06-05 22:13:02,994 - mmdet - INFO - Epoch [9][850/7330] lr: 1.000e-04, eta: 3 days, 11:07:26, time: 1.451, data_time: 0.016, memory: 64785, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0285, loss_semantic_seg: 0.1898, s0.loss_cls: 0.1643, s0.acc: 93.9875, s0.loss_bbox: 0.0960, s0.loss_mask: 0.2074, s1.loss_cls: 0.0783, s1.acc: 94.3823, s1.loss_bbox: 0.1040, s1.loss_mask: 0.0974, s2.loss_cls: 0.0388, s2.acc: 94.3427, s2.loss_bbox: 0.0653, s2.loss_mask: 0.0461, loss: 1.1395 2022-06-05 22:14:15,161 - mmdet - INFO - Epoch [9][900/7330] lr: 1.000e-04, eta: 3 days, 11:06:09, time: 1.443, data_time: 0.013, memory: 64785, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0290, loss_semantic_seg: 0.1941, s0.loss_cls: 0.1730, s0.acc: 93.8596, s0.loss_bbox: 0.0998, s0.loss_mask: 0.2071, s1.loss_cls: 0.0800, s1.acc: 94.3963, s1.loss_bbox: 0.1061, s1.loss_mask: 0.0966, s2.loss_cls: 0.0403, s2.acc: 94.2088, s2.loss_bbox: 0.0656, s2.loss_mask: 0.0456, loss: 1.1628 2022-06-05 22:15:26,739 - mmdet - INFO - Epoch [9][950/7330] lr: 1.000e-04, eta: 3 days, 11:04:50, time: 1.431, data_time: 0.017, memory: 64785, loss_rpn_cls: 0.0234, loss_rpn_bbox: 0.0311, loss_semantic_seg: 0.1953, s0.loss_cls: 0.1674, s0.acc: 94.0613, s0.loss_bbox: 0.0996, s0.loss_mask: 0.2134, s1.loss_cls: 0.0789, s1.acc: 94.4863, s1.loss_bbox: 0.1035, s1.loss_mask: 0.0982, s2.loss_cls: 0.0398, s2.acc: 94.2102, s2.loss_bbox: 0.0650, s2.loss_mask: 0.0459, loss: 1.1614 2022-06-05 22:16:38,895 - mmdet - INFO - Epoch [9][1000/7330] lr: 1.000e-04, eta: 3 days, 11:03:33, time: 1.444, data_time: 0.020, memory: 64785, loss_rpn_cls: 0.0251, loss_rpn_bbox: 0.0312, loss_semantic_seg: 0.1983, s0.loss_cls: 0.1764, s0.acc: 93.6150, s0.loss_bbox: 0.1026, s0.loss_mask: 0.2115, s1.loss_cls: 0.0828, s1.acc: 94.0027, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1000, s2.loss_cls: 0.0417, s2.acc: 93.7828, s2.loss_bbox: 0.0675, s2.loss_mask: 0.0469, loss: 1.1928 2022-06-05 22:17:51,964 - mmdet - INFO - Epoch [9][1050/7330] lr: 1.000e-04, eta: 3 days, 11:02:20, time: 1.461, data_time: 0.013, memory: 64785, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0313, loss_semantic_seg: 0.1918, s0.loss_cls: 0.1866, s0.acc: 93.4663, s0.loss_bbox: 0.1065, s0.loss_mask: 0.2153, s1.loss_cls: 0.0869, s1.acc: 93.8583, s1.loss_bbox: 0.1105, s1.loss_mask: 0.1009, s2.loss_cls: 0.0433, s2.acc: 93.8157, s2.loss_bbox: 0.0670, s2.loss_mask: 0.0473, loss: 1.2149 2022-06-05 22:19:04,947 - mmdet - INFO - Epoch [9][1100/7330] lr: 1.000e-04, eta: 3 days, 11:01:06, time: 1.460, data_time: 0.013, memory: 64785, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0287, loss_semantic_seg: 0.1955, s0.loss_cls: 0.1682, s0.acc: 94.0520, s0.loss_bbox: 0.0913, s0.loss_mask: 0.1958, s1.loss_cls: 0.0776, s1.acc: 94.5120, s1.loss_bbox: 0.0992, s1.loss_mask: 0.0920, s2.loss_cls: 0.0393, s2.acc: 94.3457, s2.loss_bbox: 0.0635, s2.loss_mask: 0.0434, loss: 1.1157 2022-06-05 22:20:17,979 - mmdet - INFO - Epoch [9][1150/7330] lr: 1.000e-04, eta: 3 days, 10:59:52, time: 1.460, data_time: 0.015, memory: 64785, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0300, loss_semantic_seg: 0.1961, s0.loss_cls: 0.1832, s0.acc: 93.6333, s0.loss_bbox: 0.1034, s0.loss_mask: 0.2086, s1.loss_cls: 0.0863, s1.acc: 94.0330, s1.loss_bbox: 0.1093, s1.loss_mask: 0.0971, s2.loss_cls: 0.0436, s2.acc: 93.8778, s2.loss_bbox: 0.0671, s2.loss_mask: 0.0450, loss: 1.1946 2022-06-05 22:21:29,964 - mmdet - INFO - Epoch [9][1200/7330] lr: 1.000e-04, eta: 3 days, 10:58:34, time: 1.440, data_time: 0.017, memory: 64785, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0293, loss_semantic_seg: 0.1936, s0.loss_cls: 0.1707, s0.acc: 93.7837, s0.loss_bbox: 0.1012, s0.loss_mask: 0.2123, s1.loss_cls: 0.0801, s1.acc: 94.0957, s1.loss_bbox: 0.1067, s1.loss_mask: 0.0976, s2.loss_cls: 0.0403, s2.acc: 93.8844, s2.loss_bbox: 0.0667, s2.loss_mask: 0.0455, loss: 1.1658 2022-06-05 22:22:42,582 - mmdet - INFO - Epoch [9][1250/7330] lr: 1.000e-04, eta: 3 days, 10:57:19, time: 1.452, data_time: 0.015, memory: 64785, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0293, loss_semantic_seg: 0.1932, s0.loss_cls: 0.1735, s0.acc: 93.8254, s0.loss_bbox: 0.0999, s0.loss_mask: 0.2068, s1.loss_cls: 0.0813, s1.acc: 94.2138, s1.loss_bbox: 0.1065, s1.loss_mask: 0.0973, s2.loss_cls: 0.0412, s2.acc: 93.9681, s2.loss_bbox: 0.0655, s2.loss_mask: 0.0458, loss: 1.1656 2022-06-05 22:23:55,445 - mmdet - INFO - Epoch [9][1300/7330] lr: 1.000e-04, eta: 3 days, 10:56:05, time: 1.457, data_time: 0.020, memory: 64785, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0310, loss_semantic_seg: 0.1997, s0.loss_cls: 0.1829, s0.acc: 93.4009, s0.loss_bbox: 0.1076, s0.loss_mask: 0.2125, s1.loss_cls: 0.0848, s1.acc: 93.8787, s1.loss_bbox: 0.1113, s1.loss_mask: 0.0991, s2.loss_cls: 0.0423, s2.acc: 93.7728, s2.loss_bbox: 0.0689, s2.loss_mask: 0.0466, loss: 1.2126 2022-06-05 22:25:08,269 - mmdet - INFO - Epoch [9][1350/7330] lr: 1.000e-04, eta: 3 days, 10:54:50, time: 1.457, data_time: 0.013, memory: 64785, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0307, loss_semantic_seg: 0.1985, s0.loss_cls: 0.1790, s0.acc: 93.6260, s0.loss_bbox: 0.1010, s0.loss_mask: 0.2046, s1.loss_cls: 0.0848, s1.acc: 93.9448, s1.loss_bbox: 0.1078, s1.loss_mask: 0.0956, s2.loss_cls: 0.0424, s2.acc: 93.8759, s2.loss_bbox: 0.0681, s2.loss_mask: 0.0448, loss: 1.1827 2022-06-05 22:26:20,296 - mmdet - INFO - Epoch [9][1400/7330] lr: 1.000e-04, eta: 3 days, 10:53:33, time: 1.440, data_time: 0.017, memory: 64785, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0288, loss_semantic_seg: 0.1965, s0.loss_cls: 0.1694, s0.acc: 93.8760, s0.loss_bbox: 0.1027, s0.loss_mask: 0.2113, s1.loss_cls: 0.0789, s1.acc: 94.2641, s1.loss_bbox: 0.1080, s1.loss_mask: 0.0984, s2.loss_cls: 0.0401, s2.acc: 94.1328, s2.loss_bbox: 0.0666, s2.loss_mask: 0.0465, loss: 1.1699 2022-06-05 22:27:32,310 - mmdet - INFO - Epoch [9][1450/7330] lr: 1.000e-04, eta: 3 days, 10:52:16, time: 1.440, data_time: 0.015, memory: 64785, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0297, loss_semantic_seg: 0.1954, s0.loss_cls: 0.1790, s0.acc: 93.6733, s0.loss_bbox: 0.1052, s0.loss_mask: 0.2129, s1.loss_cls: 0.0836, s1.acc: 94.1266, s1.loss_bbox: 0.1090, s1.loss_mask: 0.1011, s2.loss_cls: 0.0423, s2.acc: 93.8726, s2.loss_bbox: 0.0670, s2.loss_mask: 0.0474, loss: 1.1975 2022-06-05 22:28:44,582 - mmdet - INFO - Epoch [9][1500/7330] lr: 1.000e-04, eta: 3 days, 10:51:00, time: 1.446, data_time: 0.017, memory: 64785, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0299, loss_semantic_seg: 0.2001, s0.loss_cls: 0.1693, s0.acc: 93.9136, s0.loss_bbox: 0.0993, s0.loss_mask: 0.2054, s1.loss_cls: 0.0793, s1.acc: 94.2900, s1.loss_bbox: 0.1064, s1.loss_mask: 0.0958, s2.loss_cls: 0.0400, s2.acc: 94.1641, s2.loss_bbox: 0.0664, s2.loss_mask: 0.0448, loss: 1.1614 2022-06-05 22:29:57,806 - mmdet - INFO - Epoch [9][1550/7330] lr: 1.000e-04, eta: 3 days, 10:49:47, time: 1.464, data_time: 0.021, memory: 64785, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0300, loss_semantic_seg: 0.1840, s0.loss_cls: 0.1826, s0.acc: 93.4800, s0.loss_bbox: 0.1007, s0.loss_mask: 0.2123, s1.loss_cls: 0.0858, s1.acc: 93.8839, s1.loss_bbox: 0.1079, s1.loss_mask: 0.0994, s2.loss_cls: 0.0431, s2.acc: 93.7642, s2.loss_bbox: 0.0684, s2.loss_mask: 0.0467, loss: 1.1865 2022-06-05 22:31:09,577 - mmdet - INFO - Epoch [9][1600/7330] lr: 1.000e-04, eta: 3 days, 10:48:29, time: 1.435, data_time: 0.016, memory: 64785, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0279, loss_semantic_seg: 0.1913, s0.loss_cls: 0.1774, s0.acc: 93.7478, s0.loss_bbox: 0.0998, s0.loss_mask: 0.2060, s1.loss_cls: 0.0836, s1.acc: 94.0862, s1.loss_bbox: 0.1063, s1.loss_mask: 0.0964, s2.loss_cls: 0.0423, s2.acc: 93.8308, s2.loss_bbox: 0.0672, s2.loss_mask: 0.0456, loss: 1.1704 2022-06-05 22:32:22,614 - mmdet - INFO - Epoch [9][1650/7330] lr: 1.000e-04, eta: 3 days, 10:47:15, time: 1.461, data_time: 0.013, memory: 64785, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0319, loss_semantic_seg: 0.1922, s0.loss_cls: 0.1844, s0.acc: 93.4797, s0.loss_bbox: 0.1040, s0.loss_mask: 0.2139, s1.loss_cls: 0.0851, s1.acc: 93.9800, s1.loss_bbox: 0.1100, s1.loss_mask: 0.1009, s2.loss_cls: 0.0429, s2.acc: 93.7473, s2.loss_bbox: 0.0697, s2.loss_mask: 0.0470, loss: 1.2092 2022-06-05 22:33:36,086 - mmdet - INFO - Epoch [9][1700/7330] lr: 1.000e-04, eta: 3 days, 10:46:03, time: 1.469, data_time: 0.014, memory: 64785, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0309, loss_semantic_seg: 0.1956, s0.loss_cls: 0.1858, s0.acc: 93.4802, s0.loss_bbox: 0.1045, s0.loss_mask: 0.2069, s1.loss_cls: 0.0865, s1.acc: 93.8504, s1.loss_bbox: 0.1095, s1.loss_mask: 0.0960, s2.loss_cls: 0.0422, s2.acc: 93.8698, s2.loss_bbox: 0.0677, s2.loss_mask: 0.0452, loss: 1.1958 2022-06-05 22:34:48,980 - mmdet - INFO - Epoch [9][1750/7330] lr: 1.000e-04, eta: 3 days, 10:44:48, time: 1.458, data_time: 0.017, memory: 64785, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0326, loss_semantic_seg: 0.1960, s0.loss_cls: 0.1798, s0.acc: 93.6431, s0.loss_bbox: 0.1035, s0.loss_mask: 0.2080, s1.loss_cls: 0.0838, s1.acc: 94.0527, s1.loss_bbox: 0.1065, s1.loss_mask: 0.0966, s2.loss_cls: 0.0428, s2.acc: 93.8280, s2.loss_bbox: 0.0664, s2.loss_mask: 0.0452, loss: 1.1889 2022-06-05 22:36:01,297 - mmdet - INFO - Epoch [9][1800/7330] lr: 1.000e-04, eta: 3 days, 10:43:32, time: 1.447, data_time: 0.017, memory: 64785, loss_rpn_cls: 0.0245, loss_rpn_bbox: 0.0311, loss_semantic_seg: 0.1926, s0.loss_cls: 0.1714, s0.acc: 93.7156, s0.loss_bbox: 0.1020, s0.loss_mask: 0.2111, s1.loss_cls: 0.0808, s1.acc: 94.0682, s1.loss_bbox: 0.1061, s1.loss_mask: 0.0986, s2.loss_cls: 0.0408, s2.acc: 93.8978, s2.loss_bbox: 0.0655, s2.loss_mask: 0.0462, loss: 1.1707 2022-06-05 22:37:12,747 - mmdet - INFO - Epoch [9][1850/7330] lr: 1.000e-04, eta: 3 days, 10:42:13, time: 1.429, data_time: 0.014, memory: 64785, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0311, loss_semantic_seg: 0.2024, s0.loss_cls: 0.1687, s0.acc: 94.0654, s0.loss_bbox: 0.0963, s0.loss_mask: 0.2137, s1.loss_cls: 0.0764, s1.acc: 94.5934, s1.loss_bbox: 0.1017, s1.loss_mask: 0.1001, s2.loss_cls: 0.0388, s2.acc: 94.4169, s2.loss_bbox: 0.0635, s2.loss_mask: 0.0469, loss: 1.1655 2022-06-05 22:38:25,957 - mmdet - INFO - Epoch [9][1900/7330] lr: 1.000e-04, eta: 3 days, 10:41:00, time: 1.464, data_time: 0.016, memory: 64785, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0307, loss_semantic_seg: 0.1877, s0.loss_cls: 0.1723, s0.acc: 93.8545, s0.loss_bbox: 0.1011, s0.loss_mask: 0.2083, s1.loss_cls: 0.0796, s1.acc: 94.4018, s1.loss_bbox: 0.1060, s1.loss_mask: 0.0974, s2.loss_cls: 0.0400, s2.acc: 94.2271, s2.loss_bbox: 0.0654, s2.loss_mask: 0.0452, loss: 1.1585 2022-06-05 22:39:38,365 - mmdet - INFO - Epoch [9][1950/7330] lr: 1.000e-04, eta: 3 days, 10:39:44, time: 1.448, data_time: 0.014, memory: 64785, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0300, loss_semantic_seg: 0.1903, s0.loss_cls: 0.1663, s0.acc: 94.0828, s0.loss_bbox: 0.0931, s0.loss_mask: 0.2012, s1.loss_cls: 0.0783, s1.acc: 94.4770, s1.loss_bbox: 0.0985, s1.loss_mask: 0.0941, s2.loss_cls: 0.0391, s2.acc: 94.3437, s2.loss_bbox: 0.0626, s2.loss_mask: 0.0442, loss: 1.1229 2022-06-05 22:40:50,960 - mmdet - INFO - Epoch [9][2000/7330] lr: 1.000e-04, eta: 3 days, 10:38:29, time: 1.452, data_time: 0.014, memory: 64785, loss_rpn_cls: 0.0238, loss_rpn_bbox: 0.0316, loss_semantic_seg: 0.1918, s0.loss_cls: 0.1661, s0.acc: 94.0696, s0.loss_bbox: 0.0987, s0.loss_mask: 0.2042, s1.loss_cls: 0.0778, s1.acc: 94.4148, s1.loss_bbox: 0.1032, s1.loss_mask: 0.0964, s2.loss_cls: 0.0391, s2.acc: 94.2671, s2.loss_bbox: 0.0630, s2.loss_mask: 0.0452, loss: 1.1407 2022-06-05 22:42:04,119 - mmdet - INFO - Epoch [9][2050/7330] lr: 1.000e-04, eta: 3 days, 10:37:16, time: 1.463, data_time: 0.017, memory: 64785, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0307, loss_semantic_seg: 0.1947, s0.loss_cls: 0.1771, s0.acc: 93.6194, s0.loss_bbox: 0.1026, s0.loss_mask: 0.2118, s1.loss_cls: 0.0827, s1.acc: 94.0574, s1.loss_bbox: 0.1093, s1.loss_mask: 0.0997, s2.loss_cls: 0.0416, s2.acc: 93.9413, s2.loss_bbox: 0.0690, s2.loss_mask: 0.0466, loss: 1.1919 2022-06-05 22:43:17,227 - mmdet - INFO - Epoch [9][2100/7330] lr: 1.000e-04, eta: 3 days, 10:36:02, time: 1.463, data_time: 0.020, memory: 64785, loss_rpn_cls: 0.0233, loss_rpn_bbox: 0.0314, loss_semantic_seg: 0.1865, s0.loss_cls: 0.1722, s0.acc: 93.8997, s0.loss_bbox: 0.1004, s0.loss_mask: 0.2048, s1.loss_cls: 0.0805, s1.acc: 94.2852, s1.loss_bbox: 0.1092, s1.loss_mask: 0.0963, s2.loss_cls: 0.0409, s2.acc: 94.0038, s2.loss_bbox: 0.0676, s2.loss_mask: 0.0452, loss: 1.1585 2022-06-05 22:44:28,776 - mmdet - INFO - Epoch [9][2150/7330] lr: 1.000e-04, eta: 3 days, 10:34:44, time: 1.431, data_time: 0.018, memory: 64785, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0293, loss_semantic_seg: 0.1984, s0.loss_cls: 0.1722, s0.acc: 93.9304, s0.loss_bbox: 0.0958, s0.loss_mask: 0.1980, s1.loss_cls: 0.0797, s1.acc: 94.4086, s1.loss_bbox: 0.1018, s1.loss_mask: 0.0934, s2.loss_cls: 0.0401, s2.acc: 94.3098, s2.loss_bbox: 0.0644, s2.loss_mask: 0.0439, loss: 1.1423 2022-06-05 22:45:41,806 - mmdet - INFO - Epoch [9][2200/7330] lr: 1.000e-04, eta: 3 days, 10:33:30, time: 1.460, data_time: 0.022, memory: 64785, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0337, loss_semantic_seg: 0.1914, s0.loss_cls: 0.1860, s0.acc: 93.4004, s0.loss_bbox: 0.1040, s0.loss_mask: 0.2071, s1.loss_cls: 0.0864, s1.acc: 93.8911, s1.loss_bbox: 0.1100, s1.loss_mask: 0.0968, s2.loss_cls: 0.0434, s2.acc: 93.6827, s2.loss_bbox: 0.0692, s2.loss_mask: 0.0454, loss: 1.2014 2022-06-05 22:46:53,760 - mmdet - INFO - Epoch [9][2250/7330] lr: 1.000e-04, eta: 3 days, 10:32:12, time: 1.439, data_time: 0.022, memory: 64785, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0288, loss_semantic_seg: 0.1913, s0.loss_cls: 0.1737, s0.acc: 93.7954, s0.loss_bbox: 0.0982, s0.loss_mask: 0.2028, s1.loss_cls: 0.0821, s1.acc: 94.2035, s1.loss_bbox: 0.1053, s1.loss_mask: 0.0956, s2.loss_cls: 0.0413, s2.acc: 94.0757, s2.loss_bbox: 0.0663, s2.loss_mask: 0.0451, loss: 1.1545 2022-06-05 22:48:06,328 - mmdet - INFO - Epoch [9][2300/7330] lr: 1.000e-04, eta: 3 days, 10:30:57, time: 1.449, data_time: 0.016, memory: 64785, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0301, loss_semantic_seg: 0.1930, s0.loss_cls: 0.1673, s0.acc: 93.9907, s0.loss_bbox: 0.0989, s0.loss_mask: 0.2073, s1.loss_cls: 0.0767, s1.acc: 94.5078, s1.loss_bbox: 0.1054, s1.loss_mask: 0.0974, s2.loss_cls: 0.0389, s2.acc: 94.3020, s2.loss_bbox: 0.0646, s2.loss_mask: 0.0460, loss: 1.1497 2022-06-05 22:49:18,458 - mmdet - INFO - Epoch [9][2350/7330] lr: 1.000e-04, eta: 3 days, 10:29:41, time: 1.445, data_time: 0.018, memory: 64785, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0302, loss_semantic_seg: 0.1945, s0.loss_cls: 0.1698, s0.acc: 93.7522, s0.loss_bbox: 0.1030, s0.loss_mask: 0.2102, s1.loss_cls: 0.0800, s1.acc: 94.1010, s1.loss_bbox: 0.1077, s1.loss_mask: 0.0992, s2.loss_cls: 0.0399, s2.acc: 94.0226, s2.loss_bbox: 0.0662, s2.loss_mask: 0.0462, loss: 1.1722 2022-06-05 22:50:30,077 - mmdet - INFO - Epoch [9][2400/7330] lr: 1.000e-04, eta: 3 days, 10:28:22, time: 1.432, data_time: 0.018, memory: 64785, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0317, loss_semantic_seg: 0.1954, s0.loss_cls: 0.1783, s0.acc: 93.6704, s0.loss_bbox: 0.1024, s0.loss_mask: 0.2089, s1.loss_cls: 0.0845, s1.acc: 94.0526, s1.loss_bbox: 0.1051, s1.loss_mask: 0.0974, s2.loss_cls: 0.0425, s2.acc: 93.8466, s2.loss_bbox: 0.0651, s2.loss_mask: 0.0452, loss: 1.1824 2022-06-05 22:51:42,075 - mmdet - INFO - Epoch [9][2450/7330] lr: 1.000e-04, eta: 3 days, 10:27:05, time: 1.440, data_time: 0.017, memory: 64785, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0298, loss_semantic_seg: 0.2028, s0.loss_cls: 0.1702, s0.acc: 93.9441, s0.loss_bbox: 0.0989, s0.loss_mask: 0.2117, s1.loss_cls: 0.0805, s1.acc: 94.2877, s1.loss_bbox: 0.1058, s1.loss_mask: 0.0996, s2.loss_cls: 0.0412, s2.acc: 94.0191, s2.loss_bbox: 0.0673, s2.loss_mask: 0.0469, loss: 1.1789 2022-06-05 22:52:55,286 - mmdet - INFO - Epoch [9][2500/7330] lr: 1.000e-04, eta: 3 days, 10:25:52, time: 1.464, data_time: 0.015, memory: 64785, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0299, loss_semantic_seg: 0.1927, s0.loss_cls: 0.1764, s0.acc: 93.7810, s0.loss_bbox: 0.0987, s0.loss_mask: 0.2088, s1.loss_cls: 0.0833, s1.acc: 94.1157, s1.loss_bbox: 0.1050, s1.loss_mask: 0.0974, s2.loss_cls: 0.0417, s2.acc: 94.0472, s2.loss_bbox: 0.0662, s2.loss_mask: 0.0459, loss: 1.1729 2022-06-05 22:54:08,268 - mmdet - INFO - Epoch [9][2550/7330] lr: 1.000e-04, eta: 3 days, 10:24:38, time: 1.459, data_time: 0.019, memory: 64785, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0301, loss_semantic_seg: 0.1888, s0.loss_cls: 0.1704, s0.acc: 93.9082, s0.loss_bbox: 0.1025, s0.loss_mask: 0.2066, s1.loss_cls: 0.0797, s1.acc: 94.3566, s1.loss_bbox: 0.1055, s1.loss_mask: 0.0959, s2.loss_cls: 0.0406, s2.acc: 94.0670, s2.loss_bbox: 0.0638, s2.loss_mask: 0.0453, loss: 1.1529 2022-06-05 22:55:20,224 - mmdet - INFO - Epoch [9][2600/7330] lr: 1.000e-04, eta: 3 days, 10:23:21, time: 1.440, data_time: 0.019, memory: 64785, loss_rpn_cls: 0.0234, loss_rpn_bbox: 0.0283, loss_semantic_seg: 0.1781, s0.loss_cls: 0.1580, s0.acc: 94.3430, s0.loss_bbox: 0.0914, s0.loss_mask: 0.2014, s1.loss_cls: 0.0723, s1.acc: 94.8796, s1.loss_bbox: 0.0980, s1.loss_mask: 0.0946, s2.loss_cls: 0.0368, s2.acc: 94.6747, s2.loss_bbox: 0.0606, s2.loss_mask: 0.0444, loss: 1.0872 2022-06-05 22:56:33,715 - mmdet - INFO - Epoch [9][2650/7330] lr: 1.000e-04, eta: 3 days, 10:22:09, time: 1.470, data_time: 0.015, memory: 64785, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0325, loss_semantic_seg: 0.1995, s0.loss_cls: 0.1725, s0.acc: 93.8838, s0.loss_bbox: 0.1002, s0.loss_mask: 0.2173, s1.loss_cls: 0.0805, s1.acc: 94.3114, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1005, s2.loss_cls: 0.0404, s2.acc: 94.1096, s2.loss_bbox: 0.0653, s2.loss_mask: 0.0469, loss: 1.1883 2022-06-05 22:57:46,499 - mmdet - INFO - Epoch [9][2700/7330] lr: 1.000e-04, eta: 3 days, 10:20:54, time: 1.456, data_time: 0.012, memory: 64785, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0287, loss_semantic_seg: 0.1989, s0.loss_cls: 0.1573, s0.acc: 94.2441, s0.loss_bbox: 0.0957, s0.loss_mask: 0.2058, s1.loss_cls: 0.0726, s1.acc: 94.7143, s1.loss_bbox: 0.1011, s1.loss_mask: 0.0960, s2.loss_cls: 0.0379, s2.acc: 94.4856, s2.loss_bbox: 0.0628, s2.loss_mask: 0.0451, loss: 1.1230 2022-06-05 22:58:59,681 - mmdet - INFO - Epoch [9][2750/7330] lr: 1.000e-04, eta: 3 days, 10:19:41, time: 1.463, data_time: 0.018, memory: 64785, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0305, loss_semantic_seg: 0.1974, s0.loss_cls: 0.1703, s0.acc: 93.8948, s0.loss_bbox: 0.1012, s0.loss_mask: 0.2096, s1.loss_cls: 0.0778, s1.acc: 94.3337, s1.loss_bbox: 0.1045, s1.loss_mask: 0.0976, s2.loss_cls: 0.0397, s2.acc: 94.2004, s2.loss_bbox: 0.0628, s2.loss_mask: 0.0459, loss: 1.1616 2022-06-05 23:00:12,588 - mmdet - INFO - Epoch [9][2800/7330] lr: 1.000e-04, eta: 3 days, 10:18:27, time: 1.458, data_time: 0.022, memory: 64785, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0309, loss_semantic_seg: 0.1933, s0.loss_cls: 0.1656, s0.acc: 94.0750, s0.loss_bbox: 0.0938, s0.loss_mask: 0.2022, s1.loss_cls: 0.0772, s1.acc: 94.5144, s1.loss_bbox: 0.0988, s1.loss_mask: 0.0946, s2.loss_cls: 0.0386, s2.acc: 94.3312, s2.loss_bbox: 0.0613, s2.loss_mask: 0.0444, loss: 1.1258 2022-06-05 23:01:25,372 - mmdet - INFO - Epoch [9][2850/7330] lr: 1.000e-04, eta: 3 days, 10:17:12, time: 1.456, data_time: 0.016, memory: 64785, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0312, loss_semantic_seg: 0.1959, s0.loss_cls: 0.1748, s0.acc: 93.7861, s0.loss_bbox: 0.1007, s0.loss_mask: 0.2119, s1.loss_cls: 0.0818, s1.acc: 94.1994, s1.loss_bbox: 0.1086, s1.loss_mask: 0.0982, s2.loss_cls: 0.0408, s2.acc: 94.0596, s2.loss_bbox: 0.0689, s2.loss_mask: 0.0459, loss: 1.1847 2022-06-05 23:02:37,714 - mmdet - INFO - Epoch [9][2900/7330] lr: 1.000e-04, eta: 3 days, 10:15:56, time: 1.447, data_time: 0.017, memory: 64785, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0307, loss_semantic_seg: 0.2037, s0.loss_cls: 0.1761, s0.acc: 93.7532, s0.loss_bbox: 0.1007, s0.loss_mask: 0.2095, s1.loss_cls: 0.0825, s1.acc: 94.1940, s1.loss_bbox: 0.1066, s1.loss_mask: 0.0978, s2.loss_cls: 0.0415, s2.acc: 94.0030, s2.loss_bbox: 0.0653, s2.loss_mask: 0.0458, loss: 1.1862 2022-06-05 23:03:49,697 - mmdet - INFO - Epoch [9][2950/7330] lr: 1.000e-04, eta: 3 days, 10:14:39, time: 1.440, data_time: 0.017, memory: 64785, loss_rpn_cls: 0.0246, loss_rpn_bbox: 0.0309, loss_semantic_seg: 0.1964, s0.loss_cls: 0.1634, s0.acc: 94.1028, s0.loss_bbox: 0.0967, s0.loss_mask: 0.2057, s1.loss_cls: 0.0752, s1.acc: 94.5733, s1.loss_bbox: 0.1021, s1.loss_mask: 0.0966, s2.loss_cls: 0.0380, s2.acc: 94.3800, s2.loss_bbox: 0.0635, s2.loss_mask: 0.0457, loss: 1.1386 2022-06-05 23:05:00,033 - mmdet - INFO - Epoch [9][3000/7330] lr: 1.000e-04, eta: 3 days, 10:13:17, time: 1.407, data_time: 0.013, memory: 64785, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0312, loss_semantic_seg: 0.1960, s0.loss_cls: 0.1715, s0.acc: 93.8691, s0.loss_bbox: 0.1012, s0.loss_mask: 0.2080, s1.loss_cls: 0.0794, s1.acc: 94.3546, s1.loss_bbox: 0.1091, s1.loss_mask: 0.0969, s2.loss_cls: 0.0399, s2.acc: 94.2213, s2.loss_bbox: 0.0662, s2.loss_mask: 0.0453, loss: 1.1721 2022-06-05 23:06:10,962 - mmdet - INFO - Epoch [9][3050/7330] lr: 1.000e-04, eta: 3 days, 10:11:56, time: 1.419, data_time: 0.014, memory: 64785, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0308, loss_semantic_seg: 0.1934, s0.loss_cls: 0.1575, s0.acc: 94.3315, s0.loss_bbox: 0.0973, s0.loss_mask: 0.2118, s1.loss_cls: 0.0743, s1.acc: 94.6226, s1.loss_bbox: 0.1001, s1.loss_mask: 0.0982, s2.loss_cls: 0.0374, s2.acc: 94.5037, s2.loss_bbox: 0.0614, s2.loss_mask: 0.0462, loss: 1.1349 2022-06-05 23:07:22,791 - mmdet - INFO - Epoch [9][3100/7330] lr: 1.000e-04, eta: 3 days, 10:10:39, time: 1.437, data_time: 0.023, memory: 64785, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0288, loss_semantic_seg: 0.1881, s0.loss_cls: 0.1667, s0.acc: 93.9695, s0.loss_bbox: 0.0978, s0.loss_mask: 0.2080, s1.loss_cls: 0.0765, s1.acc: 94.4591, s1.loss_bbox: 0.1051, s1.loss_mask: 0.0970, s2.loss_cls: 0.0391, s2.acc: 94.2586, s2.loss_bbox: 0.0652, s2.loss_mask: 0.0454, loss: 1.1420 2022-06-05 23:08:34,741 - mmdet - INFO - Epoch [9][3150/7330] lr: 1.000e-04, eta: 3 days, 10:09:21, time: 1.439, data_time: 0.016, memory: 64785, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0302, loss_semantic_seg: 0.1988, s0.loss_cls: 0.1708, s0.acc: 93.9475, s0.loss_bbox: 0.1034, s0.loss_mask: 0.2088, s1.loss_cls: 0.0790, s1.acc: 94.3950, s1.loss_bbox: 0.1073, s1.loss_mask: 0.0978, s2.loss_cls: 0.0403, s2.acc: 94.1919, s2.loss_bbox: 0.0643, s2.loss_mask: 0.0456, loss: 1.1732 2022-06-05 23:09:46,570 - mmdet - INFO - Epoch [9][3200/7330] lr: 1.000e-04, eta: 3 days, 10:08:04, time: 1.436, data_time: 0.016, memory: 64785, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0295, loss_semantic_seg: 0.1910, s0.loss_cls: 0.1702, s0.acc: 93.9780, s0.loss_bbox: 0.0962, s0.loss_mask: 0.2062, s1.loss_cls: 0.0806, s1.acc: 94.3713, s1.loss_bbox: 0.1006, s1.loss_mask: 0.0964, s2.loss_cls: 0.0403, s2.acc: 94.0107, s2.loss_bbox: 0.0623, s2.loss_mask: 0.0452, loss: 1.1414 2022-06-05 23:10:59,136 - mmdet - INFO - Epoch [9][3250/7330] lr: 1.000e-04, eta: 3 days, 10:06:48, time: 1.450, data_time: 0.019, memory: 64785, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0306, loss_semantic_seg: 0.1896, s0.loss_cls: 0.1769, s0.acc: 93.6101, s0.loss_bbox: 0.1032, s0.loss_mask: 0.2127, s1.loss_cls: 0.0841, s1.acc: 93.9127, s1.loss_bbox: 0.1079, s1.loss_mask: 0.0995, s2.loss_cls: 0.0427, s2.acc: 93.6688, s2.loss_bbox: 0.0662, s2.loss_mask: 0.0469, loss: 1.1851 2022-06-05 23:12:12,121 - mmdet - INFO - Epoch [9][3300/7330] lr: 1.000e-04, eta: 3 days, 10:05:35, time: 1.462, data_time: 0.019, memory: 64785, loss_rpn_cls: 0.0251, loss_rpn_bbox: 0.0307, loss_semantic_seg: 0.1975, s0.loss_cls: 0.1791, s0.acc: 93.7244, s0.loss_bbox: 0.1032, s0.loss_mask: 0.2046, s1.loss_cls: 0.0830, s1.acc: 94.1756, s1.loss_bbox: 0.1083, s1.loss_mask: 0.0963, s2.loss_cls: 0.0417, s2.acc: 94.0230, s2.loss_bbox: 0.0663, s2.loss_mask: 0.0452, loss: 1.1809 2022-06-05 23:13:24,921 - mmdet - INFO - Epoch [9][3350/7330] lr: 1.000e-04, eta: 3 days, 10:04:20, time: 1.456, data_time: 0.018, memory: 64785, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0298, loss_semantic_seg: 0.2004, s0.loss_cls: 0.1843, s0.acc: 93.5500, s0.loss_bbox: 0.1033, s0.loss_mask: 0.2122, s1.loss_cls: 0.0865, s1.acc: 93.9322, s1.loss_bbox: 0.1102, s1.loss_mask: 0.0993, s2.loss_cls: 0.0433, s2.acc: 93.6426, s2.loss_bbox: 0.0679, s2.loss_mask: 0.0466, loss: 1.2102 2022-06-05 23:14:37,705 - mmdet - INFO - Epoch [9][3400/7330] lr: 1.000e-04, eta: 3 days, 10:03:06, time: 1.455, data_time: 0.014, memory: 64785, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0310, loss_semantic_seg: 0.1935, s0.loss_cls: 0.1820, s0.acc: 93.5940, s0.loss_bbox: 0.1051, s0.loss_mask: 0.2081, s1.loss_cls: 0.0840, s1.acc: 94.0701, s1.loss_bbox: 0.1110, s1.loss_mask: 0.0970, s2.loss_cls: 0.0428, s2.acc: 93.7913, s2.loss_bbox: 0.0687, s2.loss_mask: 0.0455, loss: 1.1946 2022-06-05 23:15:50,680 - mmdet - INFO - Epoch [9][3450/7330] lr: 1.000e-04, eta: 3 days, 10:01:52, time: 1.460, data_time: 0.015, memory: 64785, loss_rpn_cls: 0.0241, loss_rpn_bbox: 0.0303, loss_semantic_seg: 0.1942, s0.loss_cls: 0.1744, s0.acc: 93.7241, s0.loss_bbox: 0.1014, s0.loss_mask: 0.2128, s1.loss_cls: 0.0824, s1.acc: 94.0777, s1.loss_bbox: 0.1068, s1.loss_mask: 0.0991, s2.loss_cls: 0.0414, s2.acc: 93.9395, s2.loss_bbox: 0.0649, s2.loss_mask: 0.0461, loss: 1.1779 2022-06-05 23:17:04,344 - mmdet - INFO - Epoch [9][3500/7330] lr: 1.000e-04, eta: 3 days, 10:00:41, time: 1.473, data_time: 0.018, memory: 64785, loss_rpn_cls: 0.0246, loss_rpn_bbox: 0.0327, loss_semantic_seg: 0.1946, s0.loss_cls: 0.1795, s0.acc: 93.6101, s0.loss_bbox: 0.1033, s0.loss_mask: 0.2075, s1.loss_cls: 0.0828, s1.acc: 94.1361, s1.loss_bbox: 0.1090, s1.loss_mask: 0.0974, s2.loss_cls: 0.0422, s2.acc: 93.8659, s2.loss_bbox: 0.0676, s2.loss_mask: 0.0457, loss: 1.1868 2022-06-05 23:18:16,698 - mmdet - INFO - Epoch [9][3550/7330] lr: 1.000e-04, eta: 3 days, 9:59:25, time: 1.448, data_time: 0.017, memory: 64785, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0333, loss_semantic_seg: 0.1890, s0.loss_cls: 0.1700, s0.acc: 93.9512, s0.loss_bbox: 0.0999, s0.loss_mask: 0.2121, s1.loss_cls: 0.0801, s1.acc: 94.3044, s1.loss_bbox: 0.1041, s1.loss_mask: 0.0989, s2.loss_cls: 0.0396, s2.acc: 94.3304, s2.loss_bbox: 0.0627, s2.loss_mask: 0.0462, loss: 1.1638 2022-06-05 23:19:29,251 - mmdet - INFO - Epoch [9][3600/7330] lr: 1.000e-04, eta: 3 days, 9:58:10, time: 1.451, data_time: 0.017, memory: 64785, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0319, loss_semantic_seg: 0.1861, s0.loss_cls: 0.1692, s0.acc: 93.7568, s0.loss_bbox: 0.1029, s0.loss_mask: 0.2109, s1.loss_cls: 0.0778, s1.acc: 94.2670, s1.loss_bbox: 0.1062, s1.loss_mask: 0.0992, s2.loss_cls: 0.0396, s2.acc: 94.1565, s2.loss_bbox: 0.0641, s2.loss_mask: 0.0459, loss: 1.1619 2022-06-05 23:20:41,271 - mmdet - INFO - Epoch [9][3650/7330] lr: 1.000e-04, eta: 3 days, 9:56:53, time: 1.440, data_time: 0.017, memory: 64785, loss_rpn_cls: 0.0245, loss_rpn_bbox: 0.0304, loss_semantic_seg: 0.1965, s0.loss_cls: 0.1654, s0.acc: 94.1316, s0.loss_bbox: 0.0945, s0.loss_mask: 0.2017, s1.loss_cls: 0.0760, s1.acc: 94.5916, s1.loss_bbox: 0.0991, s1.loss_mask: 0.0932, s2.loss_cls: 0.0384, s2.acc: 94.3950, s2.loss_bbox: 0.0622, s2.loss_mask: 0.0436, loss: 1.1253 2022-06-05 23:21:54,369 - mmdet - INFO - Epoch [9][3700/7330] lr: 1.000e-04, eta: 3 days, 9:55:39, time: 1.462, data_time: 0.016, memory: 64785, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0329, loss_semantic_seg: 0.1902, s0.loss_cls: 0.1864, s0.acc: 93.3215, s0.loss_bbox: 0.1048, s0.loss_mask: 0.2079, s1.loss_cls: 0.0877, s1.acc: 93.7340, s1.loss_bbox: 0.1111, s1.loss_mask: 0.0977, s2.loss_cls: 0.0445, s2.acc: 93.5055, s2.loss_bbox: 0.0689, s2.loss_mask: 0.0459, loss: 1.2050 2022-06-05 23:23:07,454 - mmdet - INFO - Epoch [9][3750/7330] lr: 1.000e-04, eta: 3 days, 9:54:26, time: 1.462, data_time: 0.020, memory: 64785, loss_rpn_cls: 0.0238, loss_rpn_bbox: 0.0305, loss_semantic_seg: 0.1913, s0.loss_cls: 0.1814, s0.acc: 93.5669, s0.loss_bbox: 0.1011, s0.loss_mask: 0.2108, s1.loss_cls: 0.0847, s1.acc: 94.1023, s1.loss_bbox: 0.1063, s1.loss_mask: 0.0991, s2.loss_cls: 0.0427, s2.acc: 93.8540, s2.loss_bbox: 0.0654, s2.loss_mask: 0.0466, loss: 1.1838 2022-06-05 23:24:20,761 - mmdet - INFO - Epoch [9][3800/7330] lr: 1.000e-04, eta: 3 days, 9:53:13, time: 1.466, data_time: 0.021, memory: 64785, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0301, loss_semantic_seg: 0.1826, s0.loss_cls: 0.1782, s0.acc: 93.5918, s0.loss_bbox: 0.1064, s0.loss_mask: 0.2084, s1.loss_cls: 0.0834, s1.acc: 94.0709, s1.loss_bbox: 0.1127, s1.loss_mask: 0.0980, s2.loss_cls: 0.0420, s2.acc: 93.8141, s2.loss_bbox: 0.0686, s2.loss_mask: 0.0464, loss: 1.1817 2022-06-05 23:25:34,041 - mmdet - INFO - Epoch [9][3850/7330] lr: 1.000e-04, eta: 3 days, 9:52:00, time: 1.466, data_time: 0.014, memory: 64785, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0264, loss_semantic_seg: 0.1926, s0.loss_cls: 0.1715, s0.acc: 94.0105, s0.loss_bbox: 0.0947, s0.loss_mask: 0.1979, s1.loss_cls: 0.0806, s1.acc: 94.4905, s1.loss_bbox: 0.1005, s1.loss_mask: 0.0924, s2.loss_cls: 0.0406, s2.acc: 94.2455, s2.loss_bbox: 0.0627, s2.loss_mask: 0.0434, loss: 1.1257 2022-06-05 23:26:46,859 - mmdet - INFO - Epoch [9][3900/7330] lr: 1.000e-04, eta: 3 days, 9:50:46, time: 1.456, data_time: 0.014, memory: 64785, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0303, loss_semantic_seg: 0.1974, s0.loss_cls: 0.1842, s0.acc: 93.5220, s0.loss_bbox: 0.1079, s0.loss_mask: 0.2101, s1.loss_cls: 0.0842, s1.acc: 94.1055, s1.loss_bbox: 0.1133, s1.loss_mask: 0.0971, s2.loss_cls: 0.0427, s2.acc: 93.8779, s2.loss_bbox: 0.0706, s2.loss_mask: 0.0454, loss: 1.2088 2022-06-05 23:28:00,296 - mmdet - INFO - Epoch [9][3950/7330] lr: 1.000e-04, eta: 3 days, 9:49:34, time: 1.469, data_time: 0.011, memory: 64785, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0290, loss_semantic_seg: 0.2001, s0.loss_cls: 0.1734, s0.acc: 93.8308, s0.loss_bbox: 0.0965, s0.loss_mask: 0.2050, s1.loss_cls: 0.0817, s1.acc: 94.1720, s1.loss_bbox: 0.1030, s1.loss_mask: 0.0960, s2.loss_cls: 0.0419, s2.acc: 93.8571, s2.loss_bbox: 0.0665, s2.loss_mask: 0.0454, loss: 1.1640 2022-06-05 23:29:14,176 - mmdet - INFO - Epoch [9][4000/7330] lr: 1.000e-04, eta: 3 days, 9:48:23, time: 1.478, data_time: 0.014, memory: 64785, loss_rpn_cls: 0.0240, loss_rpn_bbox: 0.0308, loss_semantic_seg: 0.1922, s0.loss_cls: 0.1779, s0.acc: 93.6121, s0.loss_bbox: 0.1058, s0.loss_mask: 0.2062, s1.loss_cls: 0.0820, s1.acc: 94.1328, s1.loss_bbox: 0.1111, s1.loss_mask: 0.0963, s2.loss_cls: 0.0414, s2.acc: 94.0203, s2.loss_bbox: 0.0681, s2.loss_mask: 0.0445, loss: 1.1802 2022-06-05 23:30:27,465 - mmdet - INFO - Epoch [9][4050/7330] lr: 1.000e-04, eta: 3 days, 9:47:10, time: 1.466, data_time: 0.014, memory: 64785, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0301, loss_semantic_seg: 0.1931, s0.loss_cls: 0.1838, s0.acc: 93.5334, s0.loss_bbox: 0.1013, s0.loss_mask: 0.2056, s1.loss_cls: 0.0870, s1.acc: 93.9163, s1.loss_bbox: 0.1091, s1.loss_mask: 0.0961, s2.loss_cls: 0.0434, s2.acc: 93.7515, s2.loss_bbox: 0.0683, s2.loss_mask: 0.0450, loss: 1.1895 2022-06-05 23:31:40,984 - mmdet - INFO - Epoch [9][4100/7330] lr: 1.000e-04, eta: 3 days, 9:45:58, time: 1.471, data_time: 0.019, memory: 64785, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0314, loss_semantic_seg: 0.1931, s0.loss_cls: 0.1754, s0.acc: 93.6626, s0.loss_bbox: 0.1039, s0.loss_mask: 0.2123, s1.loss_cls: 0.0828, s1.acc: 94.0497, s1.loss_bbox: 0.1114, s1.loss_mask: 0.0999, s2.loss_cls: 0.0413, s2.acc: 93.9558, s2.loss_bbox: 0.0682, s2.loss_mask: 0.0464, loss: 1.1893 2022-06-05 23:32:54,395 - mmdet - INFO - Epoch [9][4150/7330] lr: 1.000e-04, eta: 3 days, 9:44:45, time: 1.468, data_time: 0.014, memory: 64785, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0334, loss_semantic_seg: 0.1864, s0.loss_cls: 0.1766, s0.acc: 93.5881, s0.loss_bbox: 0.1060, s0.loss_mask: 0.2139, s1.loss_cls: 0.0815, s1.acc: 94.0710, s1.loss_bbox: 0.1089, s1.loss_mask: 0.0997, s2.loss_cls: 0.0409, s2.acc: 93.8887, s2.loss_bbox: 0.0680, s2.loss_mask: 0.0467, loss: 1.1905 2022-06-05 23:34:07,497 - mmdet - INFO - Epoch [9][4200/7330] lr: 1.000e-04, eta: 3 days, 9:43:32, time: 1.462, data_time: 0.017, memory: 64785, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0318, loss_semantic_seg: 0.1957, s0.loss_cls: 0.1748, s0.acc: 93.7563, s0.loss_bbox: 0.0984, s0.loss_mask: 0.2068, s1.loss_cls: 0.0818, s1.acc: 94.2061, s1.loss_bbox: 0.1047, s1.loss_mask: 0.0971, s2.loss_cls: 0.0413, s2.acc: 94.0190, s2.loss_bbox: 0.0656, s2.loss_mask: 0.0453, loss: 1.1685 2022-06-05 23:35:20,633 - mmdet - INFO - Epoch [9][4250/7330] lr: 1.000e-04, eta: 3 days, 9:42:19, time: 1.463, data_time: 0.015, memory: 64785, loss_rpn_cls: 0.0241, loss_rpn_bbox: 0.0294, loss_semantic_seg: 0.1932, s0.loss_cls: 0.1644, s0.acc: 94.0356, s0.loss_bbox: 0.0951, s0.loss_mask: 0.2040, s1.loss_cls: 0.0780, s1.acc: 94.3364, s1.loss_bbox: 0.1028, s1.loss_mask: 0.0959, s2.loss_cls: 0.0394, s2.acc: 94.1474, s2.loss_bbox: 0.0645, s2.loss_mask: 0.0449, loss: 1.1356 2022-06-05 23:36:33,624 - mmdet - INFO - Epoch [9][4300/7330] lr: 1.000e-04, eta: 3 days, 9:41:05, time: 1.460, data_time: 0.012, memory: 64785, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0306, loss_semantic_seg: 0.1965, s0.loss_cls: 0.1844, s0.acc: 93.5610, s0.loss_bbox: 0.1031, s0.loss_mask: 0.2172, s1.loss_cls: 0.0863, s1.acc: 94.0549, s1.loss_bbox: 0.1089, s1.loss_mask: 0.1015, s2.loss_cls: 0.0435, s2.acc: 93.9466, s2.loss_bbox: 0.0671, s2.loss_mask: 0.0475, loss: 1.2157 2022-06-05 23:37:46,617 - mmdet - INFO - Epoch [9][4350/7330] lr: 1.000e-04, eta: 3 days, 9:39:51, time: 1.456, data_time: 0.012, memory: 64785, loss_rpn_cls: 0.0249, loss_rpn_bbox: 0.0280, loss_semantic_seg: 0.1952, s0.loss_cls: 0.1760, s0.acc: 93.8159, s0.loss_bbox: 0.0987, s0.loss_mask: 0.2048, s1.loss_cls: 0.0820, s1.acc: 94.3005, s1.loss_bbox: 0.1039, s1.loss_mask: 0.0952, s2.loss_cls: 0.0411, s2.acc: 94.1806, s2.loss_bbox: 0.0641, s2.loss_mask: 0.0447, loss: 1.1586 2022-06-05 23:38:59,340 - mmdet - INFO - Epoch [9][4400/7330] lr: 1.000e-04, eta: 3 days, 9:38:37, time: 1.458, data_time: 0.021, memory: 64785, loss_rpn_cls: 0.0246, loss_rpn_bbox: 0.0315, loss_semantic_seg: 0.2003, s0.loss_cls: 0.1737, s0.acc: 93.7661, s0.loss_bbox: 0.0992, s0.loss_mask: 0.2122, s1.loss_cls: 0.0819, s1.acc: 94.0670, s1.loss_bbox: 0.1063, s1.loss_mask: 0.0985, s2.loss_cls: 0.0415, s2.acc: 93.9510, s2.loss_bbox: 0.0651, s2.loss_mask: 0.0460, loss: 1.1807 2022-06-05 23:40:12,479 - mmdet - INFO - Epoch [9][4450/7330] lr: 1.000e-04, eta: 3 days, 9:37:23, time: 1.463, data_time: 0.017, memory: 64785, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0302, loss_semantic_seg: 0.1868, s0.loss_cls: 0.1820, s0.acc: 93.4446, s0.loss_bbox: 0.1049, s0.loss_mask: 0.2090, s1.loss_cls: 0.0860, s1.acc: 93.7882, s1.loss_bbox: 0.1105, s1.loss_mask: 0.0969, s2.loss_cls: 0.0436, s2.acc: 93.6502, s2.loss_bbox: 0.0673, s2.loss_mask: 0.0453, loss: 1.1884 2022-06-05 23:41:24,508 - mmdet - INFO - Epoch [9][4500/7330] lr: 1.000e-04, eta: 3 days, 9:36:06, time: 1.440, data_time: 0.014, memory: 64785, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0299, loss_semantic_seg: 0.1902, s0.loss_cls: 0.1734, s0.acc: 93.7886, s0.loss_bbox: 0.1010, s0.loss_mask: 0.2069, s1.loss_cls: 0.0816, s1.acc: 94.2228, s1.loss_bbox: 0.1061, s1.loss_mask: 0.0973, s2.loss_cls: 0.0409, s2.acc: 94.0535, s2.loss_bbox: 0.0673, s2.loss_mask: 0.0453, loss: 1.1638 2022-06-05 23:42:37,425 - mmdet - INFO - Epoch [9][4550/7330] lr: 1.000e-04, eta: 3 days, 9:34:53, time: 1.459, data_time: 0.016, memory: 64785, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0291, loss_semantic_seg: 0.1963, s0.loss_cls: 0.1749, s0.acc: 93.6284, s0.loss_bbox: 0.0998, s0.loss_mask: 0.2060, s1.loss_cls: 0.0815, s1.acc: 94.1276, s1.loss_bbox: 0.1065, s1.loss_mask: 0.0961, s2.loss_cls: 0.0409, s2.acc: 93.9309, s2.loss_bbox: 0.0661, s2.loss_mask: 0.0451, loss: 1.1679 2022-06-05 23:43:49,636 - mmdet - INFO - Epoch [9][4600/7330] lr: 1.000e-04, eta: 3 days, 9:33:36, time: 1.444, data_time: 0.015, memory: 64785, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0281, loss_semantic_seg: 0.1946, s0.loss_cls: 0.1693, s0.acc: 93.9717, s0.loss_bbox: 0.1005, s0.loss_mask: 0.2018, s1.loss_cls: 0.0800, s1.acc: 94.3308, s1.loss_bbox: 0.1056, s1.loss_mask: 0.0942, s2.loss_cls: 0.0406, s2.acc: 94.1303, s2.loss_bbox: 0.0657, s2.loss_mask: 0.0441, loss: 1.1469 2022-06-05 23:45:02,506 - mmdet - INFO - Epoch [9][4650/7330] lr: 1.000e-04, eta: 3 days, 9:32:22, time: 1.457, data_time: 0.016, memory: 64785, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0293, loss_semantic_seg: 0.1992, s0.loss_cls: 0.1738, s0.acc: 93.8550, s0.loss_bbox: 0.1017, s0.loss_mask: 0.2138, s1.loss_cls: 0.0809, s1.acc: 94.2945, s1.loss_bbox: 0.1081, s1.loss_mask: 0.0999, s2.loss_cls: 0.0406, s2.acc: 94.2057, s2.loss_bbox: 0.0653, s2.loss_mask: 0.0469, loss: 1.1824 2022-06-05 23:46:15,533 - mmdet - INFO - Epoch [9][4700/7330] lr: 1.000e-04, eta: 3 days, 9:31:09, time: 1.461, data_time: 0.017, memory: 64785, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0308, loss_semantic_seg: 0.1866, s0.loss_cls: 0.1841, s0.acc: 93.4021, s0.loss_bbox: 0.1045, s0.loss_mask: 0.2104, s1.loss_cls: 0.0869, s1.acc: 93.8270, s1.loss_bbox: 0.1089, s1.loss_mask: 0.0986, s2.loss_cls: 0.0434, s2.acc: 93.7028, s2.loss_bbox: 0.0675, s2.loss_mask: 0.0462, loss: 1.1936 2022-06-05 23:47:29,590 - mmdet - INFO - Epoch [9][4750/7330] lr: 1.000e-04, eta: 3 days, 9:29:58, time: 1.481, data_time: 0.016, memory: 64785, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0315, loss_semantic_seg: 0.1971, s0.loss_cls: 0.1649, s0.acc: 94.0732, s0.loss_bbox: 0.0991, s0.loss_mask: 0.2072, s1.loss_cls: 0.0776, s1.acc: 94.3903, s1.loss_bbox: 0.1034, s1.loss_mask: 0.0969, s2.loss_cls: 0.0386, s2.acc: 94.3432, s2.loss_bbox: 0.0641, s2.loss_mask: 0.0454, loss: 1.1490 2022-06-05 23:48:43,319 - mmdet - INFO - Epoch [9][4800/7330] lr: 1.000e-04, eta: 3 days, 9:28:47, time: 1.474, data_time: 0.022, memory: 64785, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0295, loss_semantic_seg: 0.1880, s0.loss_cls: 0.1654, s0.acc: 93.9668, s0.loss_bbox: 0.0962, s0.loss_mask: 0.1982, s1.loss_cls: 0.0756, s1.acc: 94.5288, s1.loss_bbox: 0.1028, s1.loss_mask: 0.0932, s2.loss_cls: 0.0379, s2.acc: 94.4535, s2.loss_bbox: 0.0655, s2.loss_mask: 0.0443, loss: 1.1216 2022-06-05 23:49:55,759 - mmdet - INFO - Epoch [9][4850/7330] lr: 1.000e-04, eta: 3 days, 9:27:31, time: 1.449, data_time: 0.018, memory: 64785, loss_rpn_cls: 0.0240, loss_rpn_bbox: 0.0294, loss_semantic_seg: 0.1941, s0.loss_cls: 0.1713, s0.acc: 93.8516, s0.loss_bbox: 0.0991, s0.loss_mask: 0.2062, s1.loss_cls: 0.0805, s1.acc: 94.2102, s1.loss_bbox: 0.1063, s1.loss_mask: 0.0970, s2.loss_cls: 0.0409, s2.acc: 93.9926, s2.loss_bbox: 0.0666, s2.loss_mask: 0.0457, loss: 1.1611 2022-06-05 23:51:08,539 - mmdet - INFO - Epoch [9][4900/7330] lr: 1.000e-04, eta: 3 days, 9:26:17, time: 1.453, data_time: 0.015, memory: 64785, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0319, loss_semantic_seg: 0.1965, s0.loss_cls: 0.1797, s0.acc: 93.5706, s0.loss_bbox: 0.1002, s0.loss_mask: 0.2065, s1.loss_cls: 0.0844, s1.acc: 93.9952, s1.loss_bbox: 0.1071, s1.loss_mask: 0.0970, s2.loss_cls: 0.0434, s2.acc: 93.8303, s2.loss_bbox: 0.0678, s2.loss_mask: 0.0453, loss: 1.1861 2022-06-05 23:52:21,257 - mmdet - INFO - Epoch [9][4950/7330] lr: 1.000e-04, eta: 3 days, 9:25:02, time: 1.457, data_time: 0.016, memory: 64785, loss_rpn_cls: 0.0234, loss_rpn_bbox: 0.0303, loss_semantic_seg: 0.1919, s0.loss_cls: 0.1712, s0.acc: 93.7896, s0.loss_bbox: 0.0962, s0.loss_mask: 0.2105, s1.loss_cls: 0.0799, s1.acc: 94.2653, s1.loss_bbox: 0.1029, s1.loss_mask: 0.0978, s2.loss_cls: 0.0412, s2.acc: 93.9847, s2.loss_bbox: 0.0644, s2.loss_mask: 0.0457, loss: 1.1554 2022-06-05 23:53:34,306 - mmdet - INFO - Epoch [9][5000/7330] lr: 1.000e-04, eta: 3 days, 9:23:49, time: 1.461, data_time: 0.015, memory: 64785, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0308, loss_semantic_seg: 0.1949, s0.loss_cls: 0.1769, s0.acc: 93.7036, s0.loss_bbox: 0.1007, s0.loss_mask: 0.2067, s1.loss_cls: 0.0835, s1.acc: 94.0763, s1.loss_bbox: 0.1094, s1.loss_mask: 0.0964, s2.loss_cls: 0.0424, s2.acc: 93.8717, s2.loss_bbox: 0.0670, s2.loss_mask: 0.0454, loss: 1.1792 2022-06-05 23:54:47,075 - mmdet - INFO - Epoch [9][5050/7330] lr: 1.000e-04, eta: 3 days, 9:22:34, time: 1.455, data_time: 0.012, memory: 64785, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0316, loss_semantic_seg: 0.1935, s0.loss_cls: 0.1701, s0.acc: 93.9382, s0.loss_bbox: 0.0965, s0.loss_mask: 0.2158, s1.loss_cls: 0.0799, s1.acc: 94.2618, s1.loss_bbox: 0.1020, s1.loss_mask: 0.1005, s2.loss_cls: 0.0398, s2.acc: 94.1955, s2.loss_bbox: 0.0640, s2.loss_mask: 0.0477, loss: 1.1672 2022-06-05 23:56:00,071 - mmdet - INFO - Epoch [9][5100/7330] lr: 1.000e-04, eta: 3 days, 9:21:21, time: 1.460, data_time: 0.021, memory: 64785, loss_rpn_cls: 0.0246, loss_rpn_bbox: 0.0312, loss_semantic_seg: 0.1978, s0.loss_cls: 0.1626, s0.acc: 94.0112, s0.loss_bbox: 0.0966, s0.loss_mask: 0.2063, s1.loss_cls: 0.0773, s1.acc: 94.3978, s1.loss_bbox: 0.1029, s1.loss_mask: 0.0972, s2.loss_cls: 0.0392, s2.acc: 94.1913, s2.loss_bbox: 0.0632, s2.loss_mask: 0.0459, loss: 1.1449 2022-06-05 23:57:13,691 - mmdet - INFO - Epoch [9][5150/7330] lr: 1.000e-04, eta: 3 days, 9:20:09, time: 1.472, data_time: 0.015, memory: 64785, loss_rpn_cls: 0.0249, loss_rpn_bbox: 0.0299, loss_semantic_seg: 0.2023, s0.loss_cls: 0.1763, s0.acc: 93.6567, s0.loss_bbox: 0.0998, s0.loss_mask: 0.2015, s1.loss_cls: 0.0817, s1.acc: 94.1152, s1.loss_bbox: 0.1067, s1.loss_mask: 0.0936, s2.loss_cls: 0.0414, s2.acc: 93.8862, s2.loss_bbox: 0.0660, s2.loss_mask: 0.0440, loss: 1.1680 2022-06-05 23:58:25,434 - mmdet - INFO - Epoch [9][5200/7330] lr: 1.000e-04, eta: 3 days, 9:18:51, time: 1.434, data_time: 0.015, memory: 64785, loss_rpn_cls: 0.0245, loss_rpn_bbox: 0.0282, loss_semantic_seg: 0.1852, s0.loss_cls: 0.1557, s0.acc: 94.3831, s0.loss_bbox: 0.0948, s0.loss_mask: 0.2033, s1.loss_cls: 0.0718, s1.acc: 94.8178, s1.loss_bbox: 0.1022, s1.loss_mask: 0.0954, s2.loss_cls: 0.0366, s2.acc: 94.6093, s2.loss_bbox: 0.0629, s2.loss_mask: 0.0448, loss: 1.1055 2022-06-05 23:59:38,277 - mmdet - INFO - Epoch [9][5250/7330] lr: 1.000e-04, eta: 3 days, 9:17:37, time: 1.457, data_time: 0.017, memory: 64785, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0322, loss_semantic_seg: 0.1955, s0.loss_cls: 0.1753, s0.acc: 93.8201, s0.loss_bbox: 0.1001, s0.loss_mask: 0.2133, s1.loss_cls: 0.0826, s1.acc: 94.1535, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1004, s2.loss_cls: 0.0418, s2.acc: 93.9536, s2.loss_bbox: 0.0656, s2.loss_mask: 0.0468, loss: 1.1854 2022-06-06 00:00:51,363 - mmdet - INFO - Epoch [9][5300/7330] lr: 1.000e-04, eta: 3 days, 9:16:24, time: 1.462, data_time: 0.018, memory: 64785, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0275, loss_semantic_seg: 0.1910, s0.loss_cls: 0.1694, s0.acc: 93.9998, s0.loss_bbox: 0.0971, s0.loss_mask: 0.2077, s1.loss_cls: 0.0791, s1.acc: 94.4446, s1.loss_bbox: 0.1011, s1.loss_mask: 0.0969, s2.loss_cls: 0.0395, s2.acc: 94.2837, s2.loss_bbox: 0.0627, s2.loss_mask: 0.0454, loss: 1.1403 2022-06-06 00:02:04,592 - mmdet - INFO - Epoch [9][5350/7330] lr: 1.000e-04, eta: 3 days, 9:15:11, time: 1.465, data_time: 0.015, memory: 64785, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0275, loss_semantic_seg: 0.1882, s0.loss_cls: 0.1692, s0.acc: 94.0176, s0.loss_bbox: 0.0975, s0.loss_mask: 0.2122, s1.loss_cls: 0.0789, s1.acc: 94.4340, s1.loss_bbox: 0.1039, s1.loss_mask: 0.0991, s2.loss_cls: 0.0399, s2.acc: 94.2164, s2.loss_bbox: 0.0634, s2.loss_mask: 0.0466, loss: 1.1502 2022-06-06 00:03:18,238 - mmdet - INFO - Epoch [9][5400/7330] lr: 1.000e-04, eta: 3 days, 9:13:59, time: 1.473, data_time: 0.015, memory: 64785, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0290, loss_semantic_seg: 0.1925, s0.loss_cls: 0.1633, s0.acc: 94.1528, s0.loss_bbox: 0.0950, s0.loss_mask: 0.2086, s1.loss_cls: 0.0756, s1.acc: 94.5771, s1.loss_bbox: 0.1027, s1.loss_mask: 0.0986, s2.loss_cls: 0.0383, s2.acc: 94.4437, s2.loss_bbox: 0.0639, s2.loss_mask: 0.0462, loss: 1.1380 2022-06-06 00:04:31,617 - mmdet - INFO - Epoch [9][5450/7330] lr: 1.000e-04, eta: 3 days, 9:12:46, time: 1.467, data_time: 0.019, memory: 64785, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0324, loss_semantic_seg: 0.1902, s0.loss_cls: 0.1788, s0.acc: 93.5955, s0.loss_bbox: 0.1042, s0.loss_mask: 0.2114, s1.loss_cls: 0.0828, s1.acc: 94.0416, s1.loss_bbox: 0.1072, s1.loss_mask: 0.0985, s2.loss_cls: 0.0412, s2.acc: 93.9946, s2.loss_bbox: 0.0673, s2.loss_mask: 0.0463, loss: 1.1870 2022-06-06 00:05:43,759 - mmdet - INFO - Epoch [9][5500/7330] lr: 1.000e-04, eta: 3 days, 9:11:30, time: 1.443, data_time: 0.016, memory: 64785, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0303, loss_semantic_seg: 0.1898, s0.loss_cls: 0.1732, s0.acc: 93.8699, s0.loss_bbox: 0.0988, s0.loss_mask: 0.2114, s1.loss_cls: 0.0795, s1.acc: 94.3267, s1.loss_bbox: 0.1035, s1.loss_mask: 0.0988, s2.loss_cls: 0.0401, s2.acc: 94.1977, s2.loss_bbox: 0.0647, s2.loss_mask: 0.0464, loss: 1.1623 2022-06-06 00:06:56,481 - mmdet - INFO - Epoch [9][5550/7330] lr: 1.000e-04, eta: 3 days, 9:10:16, time: 1.454, data_time: 0.012, memory: 64785, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0298, loss_semantic_seg: 0.1921, s0.loss_cls: 0.1660, s0.acc: 93.9683, s0.loss_bbox: 0.0995, s0.loss_mask: 0.2056, s1.loss_cls: 0.0777, s1.acc: 94.3494, s1.loss_bbox: 0.1046, s1.loss_mask: 0.0966, s2.loss_cls: 0.0386, s2.acc: 94.3185, s2.loss_bbox: 0.0657, s2.loss_mask: 0.0453, loss: 1.1451 2022-06-06 00:08:08,953 - mmdet - INFO - Epoch [9][5600/7330] lr: 1.000e-04, eta: 3 days, 9:09:00, time: 1.449, data_time: 0.012, memory: 64785, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0296, loss_semantic_seg: 0.1867, s0.loss_cls: 0.1657, s0.acc: 94.0505, s0.loss_bbox: 0.0982, s0.loss_mask: 0.2083, s1.loss_cls: 0.0780, s1.acc: 94.4467, s1.loss_bbox: 0.1009, s1.loss_mask: 0.0976, s2.loss_cls: 0.0389, s2.acc: 94.3022, s2.loss_bbox: 0.0622, s2.loss_mask: 0.0458, loss: 1.1388 2022-06-06 00:09:21,996 - mmdet - INFO - Epoch [9][5650/7330] lr: 1.000e-04, eta: 3 days, 9:07:46, time: 1.459, data_time: 0.013, memory: 64785, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0319, loss_semantic_seg: 0.1934, s0.loss_cls: 0.1752, s0.acc: 93.7253, s0.loss_bbox: 0.1014, s0.loss_mask: 0.2043, s1.loss_cls: 0.0824, s1.acc: 94.0681, s1.loss_bbox: 0.1077, s1.loss_mask: 0.0949, s2.loss_cls: 0.0422, s2.acc: 93.8335, s2.loss_bbox: 0.0666, s2.loss_mask: 0.0441, loss: 1.1692 2022-06-06 00:10:34,732 - mmdet - INFO - Epoch [9][5700/7330] lr: 1.000e-04, eta: 3 days, 9:06:32, time: 1.457, data_time: 0.016, memory: 64785, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0303, loss_semantic_seg: 0.1962, s0.loss_cls: 0.1831, s0.acc: 93.5435, s0.loss_bbox: 0.1042, s0.loss_mask: 0.2138, s1.loss_cls: 0.0863, s1.acc: 93.8707, s1.loss_bbox: 0.1101, s1.loss_mask: 0.0995, s2.loss_cls: 0.0437, s2.acc: 93.5698, s2.loss_bbox: 0.0679, s2.loss_mask: 0.0464, loss: 1.2074 2022-06-06 00:11:48,269 - mmdet - INFO - Epoch [9][5750/7330] lr: 1.000e-04, eta: 3 days, 9:05:20, time: 1.470, data_time: 0.018, memory: 64785, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0328, loss_semantic_seg: 0.1979, s0.loss_cls: 0.1812, s0.acc: 93.5708, s0.loss_bbox: 0.1049, s0.loss_mask: 0.2083, s1.loss_cls: 0.0838, s1.acc: 93.9710, s1.loss_bbox: 0.1094, s1.loss_mask: 0.0963, s2.loss_cls: 0.0420, s2.acc: 93.8465, s2.loss_bbox: 0.0686, s2.loss_mask: 0.0447, loss: 1.1954 2022-06-06 00:13:01,383 - mmdet - INFO - Epoch [9][5800/7330] lr: 1.000e-04, eta: 3 days, 9:04:07, time: 1.462, data_time: 0.015, memory: 64785, loss_rpn_cls: 0.0240, loss_rpn_bbox: 0.0281, loss_semantic_seg: 0.1948, s0.loss_cls: 0.1700, s0.acc: 93.9119, s0.loss_bbox: 0.0980, s0.loss_mask: 0.2052, s1.loss_cls: 0.0809, s1.acc: 94.2687, s1.loss_bbox: 0.1030, s1.loss_mask: 0.0964, s2.loss_cls: 0.0407, s2.acc: 94.0899, s2.loss_bbox: 0.0637, s2.loss_mask: 0.0452, loss: 1.1500 2022-06-06 00:14:15,156 - mmdet - INFO - Epoch [9][5850/7330] lr: 1.000e-04, eta: 3 days, 9:02:55, time: 1.475, data_time: 0.016, memory: 64785, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0308, loss_semantic_seg: 0.1909, s0.loss_cls: 0.1700, s0.acc: 93.8816, s0.loss_bbox: 0.0977, s0.loss_mask: 0.2091, s1.loss_cls: 0.0790, s1.acc: 94.2523, s1.loss_bbox: 0.1057, s1.loss_mask: 0.0977, s2.loss_cls: 0.0396, s2.acc: 94.1615, s2.loss_bbox: 0.0662, s2.loss_mask: 0.0461, loss: 1.1581 2022-06-06 00:15:28,044 - mmdet - INFO - Epoch [9][5900/7330] lr: 1.000e-04, eta: 3 days, 9:01:41, time: 1.458, data_time: 0.014, memory: 64785, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0299, loss_semantic_seg: 0.1928, s0.loss_cls: 0.1798, s0.acc: 93.6985, s0.loss_bbox: 0.1035, s0.loss_mask: 0.2102, s1.loss_cls: 0.0849, s1.acc: 94.0519, s1.loss_bbox: 0.1094, s1.loss_mask: 0.0986, s2.loss_cls: 0.0432, s2.acc: 93.8153, s2.loss_bbox: 0.0676, s2.loss_mask: 0.0465, loss: 1.1935 2022-06-06 00:16:41,121 - mmdet - INFO - Epoch [9][5950/7330] lr: 1.000e-04, eta: 3 days, 9:00:28, time: 1.462, data_time: 0.015, memory: 64785, loss_rpn_cls: 0.0249, loss_rpn_bbox: 0.0285, loss_semantic_seg: 0.1995, s0.loss_cls: 0.1689, s0.acc: 94.0024, s0.loss_bbox: 0.0973, s0.loss_mask: 0.2041, s1.loss_cls: 0.0773, s1.acc: 94.5521, s1.loss_bbox: 0.1024, s1.loss_mask: 0.0959, s2.loss_cls: 0.0385, s2.acc: 94.4216, s2.loss_bbox: 0.0647, s2.loss_mask: 0.0451, loss: 1.1470 2022-06-06 00:17:55,386 - mmdet - INFO - Epoch [9][6000/7330] lr: 1.000e-04, eta: 3 days, 8:59:18, time: 1.485, data_time: 0.017, memory: 64785, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0309, loss_semantic_seg: 0.1908, s0.loss_cls: 0.1790, s0.acc: 93.7734, s0.loss_bbox: 0.0997, s0.loss_mask: 0.2041, s1.loss_cls: 0.0837, s1.acc: 94.1706, s1.loss_bbox: 0.1052, s1.loss_mask: 0.0954, s2.loss_cls: 0.0420, s2.acc: 93.9838, s2.loss_bbox: 0.0663, s2.loss_mask: 0.0449, loss: 1.1682 2022-06-06 00:19:08,857 - mmdet - INFO - Epoch [9][6050/7330] lr: 1.000e-04, eta: 3 days, 8:58:06, time: 1.469, data_time: 0.017, memory: 64785, loss_rpn_cls: 0.0241, loss_rpn_bbox: 0.0329, loss_semantic_seg: 0.1980, s0.loss_cls: 0.1778, s0.acc: 93.7849, s0.loss_bbox: 0.0992, s0.loss_mask: 0.2058, s1.loss_cls: 0.0828, s1.acc: 94.2009, s1.loss_bbox: 0.1050, s1.loss_mask: 0.0973, s2.loss_cls: 0.0421, s2.acc: 94.0642, s2.loss_bbox: 0.0657, s2.loss_mask: 0.0456, loss: 1.1764 2022-06-06 00:20:22,202 - mmdet - INFO - Epoch [9][6100/7330] lr: 1.000e-04, eta: 3 days, 8:56:53, time: 1.467, data_time: 0.018, memory: 64785, loss_rpn_cls: 0.0251, loss_rpn_bbox: 0.0301, loss_semantic_seg: 0.1933, s0.loss_cls: 0.1750, s0.acc: 93.7852, s0.loss_bbox: 0.0997, s0.loss_mask: 0.2122, s1.loss_cls: 0.0805, s1.acc: 94.2763, s1.loss_bbox: 0.1059, s1.loss_mask: 0.0999, s2.loss_cls: 0.0408, s2.acc: 94.0880, s2.loss_bbox: 0.0664, s2.loss_mask: 0.0470, loss: 1.1757 2022-06-06 00:21:35,157 - mmdet - INFO - Epoch [9][6150/7330] lr: 1.000e-04, eta: 3 days, 8:55:40, time: 1.459, data_time: 0.015, memory: 64785, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0296, loss_semantic_seg: 0.1886, s0.loss_cls: 0.1642, s0.acc: 94.1365, s0.loss_bbox: 0.0948, s0.loss_mask: 0.2009, s1.loss_cls: 0.0762, s1.acc: 94.4972, s1.loss_bbox: 0.0990, s1.loss_mask: 0.0935, s2.loss_cls: 0.0383, s2.acc: 94.4899, s2.loss_bbox: 0.0614, s2.loss_mask: 0.0437, loss: 1.1159 2022-06-06 00:22:48,673 - mmdet - INFO - Epoch [9][6200/7330] lr: 1.000e-04, eta: 3 days, 8:54:28, time: 1.471, data_time: 0.020, memory: 64785, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0290, loss_semantic_seg: 0.1936, s0.loss_cls: 0.1712, s0.acc: 93.8274, s0.loss_bbox: 0.0993, s0.loss_mask: 0.2090, s1.loss_cls: 0.0809, s1.acc: 94.1594, s1.loss_bbox: 0.1060, s1.loss_mask: 0.0990, s2.loss_cls: 0.0409, s2.acc: 94.0602, s2.loss_bbox: 0.0657, s2.loss_mask: 0.0463, loss: 1.1645 2022-06-06 00:24:02,548 - mmdet - INFO - Epoch [9][6250/7330] lr: 1.000e-04, eta: 3 days, 8:53:16, time: 1.477, data_time: 0.014, memory: 64785, loss_rpn_cls: 0.0233, loss_rpn_bbox: 0.0296, loss_semantic_seg: 0.1923, s0.loss_cls: 0.1703, s0.acc: 93.8630, s0.loss_bbox: 0.0971, s0.loss_mask: 0.2052, s1.loss_cls: 0.0818, s1.acc: 94.1747, s1.loss_bbox: 0.1037, s1.loss_mask: 0.0964, s2.loss_cls: 0.0414, s2.acc: 94.0017, s2.loss_bbox: 0.0639, s2.loss_mask: 0.0453, loss: 1.1502 2022-06-06 00:25:15,624 - mmdet - INFO - Epoch [9][6300/7330] lr: 1.000e-04, eta: 3 days, 8:52:03, time: 1.462, data_time: 0.015, memory: 64785, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0299, loss_semantic_seg: 0.2032, s0.loss_cls: 0.1794, s0.acc: 93.5737, s0.loss_bbox: 0.1013, s0.loss_mask: 0.2086, s1.loss_cls: 0.0839, s1.acc: 93.9558, s1.loss_bbox: 0.1070, s1.loss_mask: 0.0975, s2.loss_cls: 0.0417, s2.acc: 93.8298, s2.loss_bbox: 0.0668, s2.loss_mask: 0.0454, loss: 1.1900 2022-06-06 00:26:30,320 - mmdet - INFO - Epoch [9][6350/7330] lr: 1.000e-04, eta: 3 days, 8:50:55, time: 1.494, data_time: 0.014, memory: 64785, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0312, loss_semantic_seg: 0.1979, s0.loss_cls: 0.1830, s0.acc: 93.3787, s0.loss_bbox: 0.1065, s0.loss_mask: 0.2111, s1.loss_cls: 0.0864, s1.acc: 93.8397, s1.loss_bbox: 0.1120, s1.loss_mask: 0.0987, s2.loss_cls: 0.0432, s2.acc: 93.7544, s2.loss_bbox: 0.0685, s2.loss_mask: 0.0464, loss: 1.2085 2022-06-06 00:27:43,873 - mmdet - INFO - Epoch [9][6400/7330] lr: 1.000e-04, eta: 3 days, 8:49:43, time: 1.471, data_time: 0.015, memory: 64785, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0298, loss_semantic_seg: 0.1961, s0.loss_cls: 0.1835, s0.acc: 93.4922, s0.loss_bbox: 0.1024, s0.loss_mask: 0.2002, s1.loss_cls: 0.0852, s1.acc: 93.9816, s1.loss_bbox: 0.1083, s1.loss_mask: 0.0939, s2.loss_cls: 0.0424, s2.acc: 93.8304, s2.loss_bbox: 0.0680, s2.loss_mask: 0.0439, loss: 1.1802 2022-06-06 00:28:58,364 - mmdet - INFO - Epoch [9][6450/7330] lr: 1.000e-04, eta: 3 days, 8:48:33, time: 1.490, data_time: 0.016, memory: 64785, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0315, loss_semantic_seg: 0.1876, s0.loss_cls: 0.1803, s0.acc: 93.5913, s0.loss_bbox: 0.1052, s0.loss_mask: 0.2111, s1.loss_cls: 0.0844, s1.acc: 94.0307, s1.loss_bbox: 0.1110, s1.loss_mask: 0.0985, s2.loss_cls: 0.0428, s2.acc: 93.7950, s2.loss_bbox: 0.0679, s2.loss_mask: 0.0462, loss: 1.1901 2022-06-06 00:30:11,855 - mmdet - INFO - Epoch [9][6500/7330] lr: 1.000e-04, eta: 3 days, 8:47:21, time: 1.470, data_time: 0.016, memory: 64785, loss_rpn_cls: 0.0244, loss_rpn_bbox: 0.0309, loss_semantic_seg: 0.1996, s0.loss_cls: 0.1733, s0.acc: 93.6306, s0.loss_bbox: 0.1036, s0.loss_mask: 0.2130, s1.loss_cls: 0.0812, s1.acc: 94.0623, s1.loss_bbox: 0.1093, s1.loss_mask: 0.0997, s2.loss_cls: 0.0417, s2.acc: 93.8346, s2.loss_bbox: 0.0669, s2.loss_mask: 0.0466, loss: 1.1900 2022-06-06 00:31:25,597 - mmdet - INFO - Epoch [9][6550/7330] lr: 1.000e-04, eta: 3 days, 8:46:10, time: 1.475, data_time: 0.016, memory: 64785, loss_rpn_cls: 0.0241, loss_rpn_bbox: 0.0302, loss_semantic_seg: 0.1968, s0.loss_cls: 0.1858, s0.acc: 93.4661, s0.loss_bbox: 0.1017, s0.loss_mask: 0.2107, s1.loss_cls: 0.0866, s1.acc: 93.9565, s1.loss_bbox: 0.1100, s1.loss_mask: 0.0987, s2.loss_cls: 0.0434, s2.acc: 93.7838, s2.loss_bbox: 0.0697, s2.loss_mask: 0.0464, loss: 1.2040 2022-06-06 00:32:39,124 - mmdet - INFO - Epoch [9][6600/7330] lr: 1.000e-04, eta: 3 days, 8:44:58, time: 1.471, data_time: 0.019, memory: 64785, loss_rpn_cls: 0.0244, loss_rpn_bbox: 0.0282, loss_semantic_seg: 0.1990, s0.loss_cls: 0.1834, s0.acc: 93.4541, s0.loss_bbox: 0.1064, s0.loss_mask: 0.2090, s1.loss_cls: 0.0848, s1.acc: 93.9954, s1.loss_bbox: 0.1093, s1.loss_mask: 0.0970, s2.loss_cls: 0.0420, s2.acc: 93.9923, s2.loss_bbox: 0.0678, s2.loss_mask: 0.0457, loss: 1.1970 2022-06-06 00:33:52,831 - mmdet - INFO - Epoch [9][6650/7330] lr: 1.000e-04, eta: 3 days, 8:43:46, time: 1.474, data_time: 0.014, memory: 64785, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0283, loss_semantic_seg: 0.2021, s0.loss_cls: 0.1749, s0.acc: 93.7837, s0.loss_bbox: 0.1020, s0.loss_mask: 0.2068, s1.loss_cls: 0.0818, s1.acc: 94.1487, s1.loss_bbox: 0.1093, s1.loss_mask: 0.0981, s2.loss_cls: 0.0415, s2.acc: 93.9088, s2.loss_bbox: 0.0704, s2.loss_mask: 0.0463, loss: 1.1846 2022-06-06 00:35:06,372 - mmdet - INFO - Epoch [9][6700/7330] lr: 1.000e-04, eta: 3 days, 8:42:34, time: 1.471, data_time: 0.014, memory: 64785, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0300, loss_semantic_seg: 0.2020, s0.loss_cls: 0.1790, s0.acc: 93.6890, s0.loss_bbox: 0.0974, s0.loss_mask: 0.1992, s1.loss_cls: 0.0853, s1.acc: 94.0270, s1.loss_bbox: 0.1040, s1.loss_mask: 0.0937, s2.loss_cls: 0.0427, s2.acc: 93.8912, s2.loss_bbox: 0.0655, s2.loss_mask: 0.0439, loss: 1.1681 2022-06-06 00:36:20,404 - mmdet - INFO - Epoch [9][6750/7330] lr: 1.000e-04, eta: 3 days, 8:41:24, time: 1.481, data_time: 0.017, memory: 64785, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0299, loss_semantic_seg: 0.1911, s0.loss_cls: 0.1775, s0.acc: 93.6233, s0.loss_bbox: 0.0991, s0.loss_mask: 0.2052, s1.loss_cls: 0.0829, s1.acc: 94.1106, s1.loss_bbox: 0.1073, s1.loss_mask: 0.0965, s2.loss_cls: 0.0419, s2.acc: 93.9011, s2.loss_bbox: 0.0679, s2.loss_mask: 0.0455, loss: 1.1704 2022-06-06 00:37:33,669 - mmdet - INFO - Epoch [9][6800/7330] lr: 1.000e-04, eta: 3 days, 8:40:11, time: 1.465, data_time: 0.015, memory: 64785, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0309, loss_semantic_seg: 0.2049, s0.loss_cls: 0.1824, s0.acc: 93.5327, s0.loss_bbox: 0.1030, s0.loss_mask: 0.2106, s1.loss_cls: 0.0847, s1.acc: 94.0270, s1.loss_bbox: 0.1085, s1.loss_mask: 0.0980, s2.loss_cls: 0.0435, s2.acc: 93.6626, s2.loss_bbox: 0.0676, s2.loss_mask: 0.0463, loss: 1.2038 2022-06-06 00:38:47,440 - mmdet - INFO - Epoch [9][6850/7330] lr: 1.000e-04, eta: 3 days, 8:38:59, time: 1.475, data_time: 0.015, memory: 64785, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0298, loss_semantic_seg: 0.1867, s0.loss_cls: 0.1744, s0.acc: 93.9841, s0.loss_bbox: 0.0971, s0.loss_mask: 0.2017, s1.loss_cls: 0.0801, s1.acc: 94.4673, s1.loss_bbox: 0.1035, s1.loss_mask: 0.0948, s2.loss_cls: 0.0394, s2.acc: 94.3928, s2.loss_bbox: 0.0656, s2.loss_mask: 0.0446, loss: 1.1432 2022-06-06 00:40:01,215 - mmdet - INFO - Epoch [9][6900/7330] lr: 1.000e-04, eta: 3 days, 8:37:48, time: 1.476, data_time: 0.019, memory: 64785, loss_rpn_cls: 0.0246, loss_rpn_bbox: 0.0303, loss_semantic_seg: 0.1966, s0.loss_cls: 0.1852, s0.acc: 93.5115, s0.loss_bbox: 0.1045, s0.loss_mask: 0.2078, s1.loss_cls: 0.0874, s1.acc: 93.8383, s1.loss_bbox: 0.1075, s1.loss_mask: 0.0963, s2.loss_cls: 0.0439, s2.acc: 93.7216, s2.loss_bbox: 0.0666, s2.loss_mask: 0.0455, loss: 1.1960 2022-06-06 00:41:14,365 - mmdet - INFO - Epoch [9][6950/7330] lr: 1.000e-04, eta: 3 days, 8:36:35, time: 1.463, data_time: 0.021, memory: 64785, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0294, loss_semantic_seg: 0.1928, s0.loss_cls: 0.1799, s0.acc: 93.6372, s0.loss_bbox: 0.0985, s0.loss_mask: 0.2083, s1.loss_cls: 0.0837, s1.acc: 94.1384, s1.loss_bbox: 0.1057, s1.loss_mask: 0.0974, s2.loss_cls: 0.0428, s2.acc: 93.9583, s2.loss_bbox: 0.0674, s2.loss_mask: 0.0461, loss: 1.1790 2022-06-06 00:42:27,222 - mmdet - INFO - Epoch [9][7000/7330] lr: 1.000e-04, eta: 3 days, 8:35:21, time: 1.457, data_time: 0.020, memory: 64785, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0289, loss_semantic_seg: 0.1970, s0.loss_cls: 0.1751, s0.acc: 93.7600, s0.loss_bbox: 0.1014, s0.loss_mask: 0.2088, s1.loss_cls: 0.0827, s1.acc: 94.1712, s1.loss_bbox: 0.1080, s1.loss_mask: 0.0968, s2.loss_cls: 0.0422, s2.acc: 93.8613, s2.loss_bbox: 0.0677, s2.loss_mask: 0.0454, loss: 1.1780 2022-06-06 00:43:39,907 - mmdet - INFO - Epoch [9][7050/7330] lr: 1.000e-04, eta: 3 days, 8:34:06, time: 1.453, data_time: 0.016, memory: 64785, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0302, loss_semantic_seg: 0.1955, s0.loss_cls: 0.1930, s0.acc: 93.1670, s0.loss_bbox: 0.1056, s0.loss_mask: 0.2115, s1.loss_cls: 0.0917, s1.acc: 93.5523, s1.loss_bbox: 0.1118, s1.loss_mask: 0.0990, s2.loss_cls: 0.0458, s2.acc: 93.4344, s2.loss_bbox: 0.0702, s2.loss_mask: 0.0464, loss: 1.2255 2022-06-06 00:44:53,093 - mmdet - INFO - Epoch [9][7100/7330] lr: 1.000e-04, eta: 3 days, 8:32:53, time: 1.463, data_time: 0.015, memory: 64785, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0298, loss_semantic_seg: 0.1866, s0.loss_cls: 0.1825, s0.acc: 93.4219, s0.loss_bbox: 0.1037, s0.loss_mask: 0.2092, s1.loss_cls: 0.0855, s1.acc: 93.7714, s1.loss_bbox: 0.1095, s1.loss_mask: 0.0979, s2.loss_cls: 0.0433, s2.acc: 93.5777, s2.loss_bbox: 0.0682, s2.loss_mask: 0.0459, loss: 1.1869 2022-06-06 00:46:06,302 - mmdet - INFO - Epoch [9][7150/7330] lr: 1.000e-04, eta: 3 days, 8:31:40, time: 1.465, data_time: 0.019, memory: 64785, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0302, loss_semantic_seg: 0.1890, s0.loss_cls: 0.1861, s0.acc: 93.4312, s0.loss_bbox: 0.1038, s0.loss_mask: 0.2078, s1.loss_cls: 0.0875, s1.acc: 93.8554, s1.loss_bbox: 0.1097, s1.loss_mask: 0.0979, s2.loss_cls: 0.0445, s2.acc: 93.5354, s2.loss_bbox: 0.0679, s2.loss_mask: 0.0458, loss: 1.1954 2022-06-06 00:47:20,173 - mmdet - INFO - Epoch [9][7200/7330] lr: 1.000e-04, eta: 3 days, 8:30:29, time: 1.477, data_time: 0.017, memory: 64785, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0319, loss_semantic_seg: 0.2022, s0.loss_cls: 0.1956, s0.acc: 93.0947, s0.loss_bbox: 0.1099, s0.loss_mask: 0.2189, s1.loss_cls: 0.0923, s1.acc: 93.4773, s1.loss_bbox: 0.1138, s1.loss_mask: 0.1017, s2.loss_cls: 0.0459, s2.acc: 93.3264, s2.loss_bbox: 0.0704, s2.loss_mask: 0.0472, loss: 1.2539 2022-06-06 00:48:34,449 - mmdet - INFO - Epoch [9][7250/7330] lr: 1.000e-04, eta: 3 days, 8:29:19, time: 1.485, data_time: 0.015, memory: 64785, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0338, loss_semantic_seg: 0.1971, s0.loss_cls: 0.1774, s0.acc: 93.5969, s0.loss_bbox: 0.1016, s0.loss_mask: 0.2079, s1.loss_cls: 0.0819, s1.acc: 94.0944, s1.loss_bbox: 0.1060, s1.loss_mask: 0.0975, s2.loss_cls: 0.0410, s2.acc: 94.0581, s2.loss_bbox: 0.0659, s2.loss_mask: 0.0463, loss: 1.1834 2022-06-06 00:49:47,572 - mmdet - INFO - Epoch [9][7300/7330] lr: 1.000e-04, eta: 3 days, 8:28:05, time: 1.463, data_time: 0.016, memory: 64785, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0280, loss_semantic_seg: 0.1978, s0.loss_cls: 0.1653, s0.acc: 94.1685, s0.loss_bbox: 0.0954, s0.loss_mask: 0.2062, s1.loss_cls: 0.0768, s1.acc: 94.5432, s1.loss_bbox: 0.1020, s1.loss_mask: 0.0968, s2.loss_cls: 0.0389, s2.acc: 94.3568, s2.loss_bbox: 0.0643, s2.loss_mask: 0.0454, loss: 1.1421 2022-06-06 00:50:53,252 - mmdet - INFO - Saving checkpoint at 9 epochs 2022-06-06 00:55:20,645 - mmdet - INFO - Evaluating bbox... 2022-06-06 00:56:08,923 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.540 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.733 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.599 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.389 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.578 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.664 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.714 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.714 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.714 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.572 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.755 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.844 2022-06-06 00:56:08,924 - mmdet - INFO - Evaluating segm... 2022-06-06 00:57:04,176 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.470 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.711 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.517 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.285 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.507 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.654 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.622 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.622 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.622 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.465 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.660 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.767 2022-06-06 00:57:05,230 - mmdet - INFO - Exp name: htc++_beit_adapter_v2_large_fpn_3x_coco.py 2022-06-06 00:57:05,231 - mmdet - INFO - Epoch(val) [9][313] bbox_mAP: 0.5400, bbox_mAP_50: 0.7330, bbox_mAP_75: 0.5990, bbox_mAP_s: 0.3890, bbox_mAP_m: 0.5780, bbox_mAP_l: 0.6640, bbox_mAP_copypaste: 0.540 0.733 0.599 0.389 0.578 0.664, segm_mAP: 0.4700, segm_mAP_50: 0.7110, segm_mAP_75: 0.5170, segm_mAP_s: 0.2850, segm_mAP_m: 0.5070, segm_mAP_l: 0.6540, segm_mAP_copypaste: 0.470 0.711 0.517 0.285 0.507 0.654 2022-06-06 01:02:24,190 - mmdet - INFO - Epoch [10][50/7330] lr: 1.000e-04, eta: 3 days, 8:36:13, time: 6.379, data_time: 4.951, memory: 64785, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0288, loss_semantic_seg: 0.1875, s0.loss_cls: 0.1510, s0.acc: 94.4111, s0.loss_bbox: 0.0944, s0.loss_mask: 0.2034, s1.loss_cls: 0.0691, s1.acc: 94.9271, s1.loss_bbox: 0.0993, s1.loss_mask: 0.0957, s2.loss_cls: 0.0353, s2.acc: 94.6774, s2.loss_bbox: 0.0604, s2.loss_mask: 0.0449, loss: 1.0940 2022-06-06 01:03:36,861 - mmdet - INFO - Epoch [10][100/7330] lr: 1.000e-04, eta: 3 days, 8:34:58, time: 1.453, data_time: 0.018, memory: 64785, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0310, loss_semantic_seg: 0.1915, s0.loss_cls: 0.1613, s0.acc: 94.0486, s0.loss_bbox: 0.0989, s0.loss_mask: 0.2092, s1.loss_cls: 0.0744, s1.acc: 94.4635, s1.loss_bbox: 0.1020, s1.loss_mask: 0.0981, s2.loss_cls: 0.0375, s2.acc: 94.4388, s2.loss_bbox: 0.0625, s2.loss_mask: 0.0459, loss: 1.1381 2022-06-06 01:04:48,403 - mmdet - INFO - Epoch [10][150/7330] lr: 1.000e-04, eta: 3 days, 8:33:39, time: 1.431, data_time: 0.017, memory: 64785, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0277, loss_semantic_seg: 0.1901, s0.loss_cls: 0.1509, s0.acc: 94.5247, s0.loss_bbox: 0.0946, s0.loss_mask: 0.2043, s1.loss_cls: 0.0698, s1.acc: 95.0582, s1.loss_bbox: 0.1017, s1.loss_mask: 0.0954, s2.loss_cls: 0.0355, s2.acc: 94.7598, s2.loss_bbox: 0.0625, s2.loss_mask: 0.0447, loss: 1.1008 2022-06-06 01:06:00,508 - mmdet - INFO - Epoch [10][200/7330] lr: 1.000e-04, eta: 3 days, 8:32:22, time: 1.442, data_time: 0.021, memory: 64785, loss_rpn_cls: 0.0244, loss_rpn_bbox: 0.0300, loss_semantic_seg: 0.1946, s0.loss_cls: 0.1569, s0.acc: 94.3059, s0.loss_bbox: 0.0936, s0.loss_mask: 0.2070, s1.loss_cls: 0.0724, s1.acc: 94.8538, s1.loss_bbox: 0.0981, s1.loss_mask: 0.0978, s2.loss_cls: 0.0369, s2.acc: 94.6156, s2.loss_bbox: 0.0628, s2.loss_mask: 0.0465, loss: 1.1209 2022-06-06 01:07:12,420 - mmdet - INFO - Epoch [10][250/7330] lr: 1.000e-04, eta: 3 days, 8:31:05, time: 1.439, data_time: 0.014, memory: 64785, loss_rpn_cls: 0.0240, loss_rpn_bbox: 0.0293, loss_semantic_seg: 0.1823, s0.loss_cls: 0.1547, s0.acc: 94.3833, s0.loss_bbox: 0.0947, s0.loss_mask: 0.2024, s1.loss_cls: 0.0718, s1.acc: 94.8668, s1.loss_bbox: 0.1002, s1.loss_mask: 0.0950, s2.loss_cls: 0.0360, s2.acc: 94.6353, s2.loss_bbox: 0.0619, s2.loss_mask: 0.0445, loss: 1.0969 2022-06-06 01:08:24,419 - mmdet - INFO - Epoch [10][300/7330] lr: 1.000e-04, eta: 3 days, 8:29:47, time: 1.440, data_time: 0.023, memory: 64785, loss_rpn_cls: 0.0240, loss_rpn_bbox: 0.0276, loss_semantic_seg: 0.1900, s0.loss_cls: 0.1623, s0.acc: 94.1084, s0.loss_bbox: 0.0967, s0.loss_mask: 0.2052, s1.loss_cls: 0.0756, s1.acc: 94.5243, s1.loss_bbox: 0.1017, s1.loss_mask: 0.0967, s2.loss_cls: 0.0381, s2.acc: 94.4028, s2.loss_bbox: 0.0645, s2.loss_mask: 0.0462, loss: 1.1286 2022-06-06 01:09:36,715 - mmdet - INFO - Epoch [10][350/7330] lr: 1.000e-04, eta: 3 days, 8:28:31, time: 1.445, data_time: 0.022, memory: 64785, loss_rpn_cls: 0.0246, loss_rpn_bbox: 0.0303, loss_semantic_seg: 0.1939, s0.loss_cls: 0.1592, s0.acc: 94.1465, s0.loss_bbox: 0.0983, s0.loss_mask: 0.2036, s1.loss_cls: 0.0742, s1.acc: 94.5496, s1.loss_bbox: 0.1033, s1.loss_mask: 0.0959, s2.loss_cls: 0.0375, s2.acc: 94.4825, s2.loss_bbox: 0.0646, s2.loss_mask: 0.0449, loss: 1.1303 2022-06-06 01:10:49,251 - mmdet - INFO - Epoch [10][400/7330] lr: 1.000e-04, eta: 3 days, 8:27:15, time: 1.451, data_time: 0.017, memory: 64785, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0319, loss_semantic_seg: 0.1958, s0.loss_cls: 0.1700, s0.acc: 93.7839, s0.loss_bbox: 0.1023, s0.loss_mask: 0.2088, s1.loss_cls: 0.0786, s1.acc: 94.2470, s1.loss_bbox: 0.1097, s1.loss_mask: 0.0979, s2.loss_cls: 0.0403, s2.acc: 94.0455, s2.loss_bbox: 0.0672, s2.loss_mask: 0.0460, loss: 1.1750 2022-06-06 01:12:01,438 - mmdet - INFO - Epoch [10][450/7330] lr: 1.000e-04, eta: 3 days, 8:25:59, time: 1.444, data_time: 0.014, memory: 64785, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0285, loss_semantic_seg: 0.1874, s0.loss_cls: 0.1554, s0.acc: 94.4421, s0.loss_bbox: 0.0916, s0.loss_mask: 0.2022, s1.loss_cls: 0.0726, s1.acc: 94.8272, s1.loss_bbox: 0.0967, s1.loss_mask: 0.0954, s2.loss_cls: 0.0371, s2.acc: 94.6043, s2.loss_bbox: 0.0609, s2.loss_mask: 0.0448, loss: 1.0957 2022-06-06 01:13:13,282 - mmdet - INFO - Epoch [10][500/7330] lr: 1.000e-04, eta: 3 days, 8:24:41, time: 1.436, data_time: 0.016, memory: 64785, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0298, loss_semantic_seg: 0.1896, s0.loss_cls: 0.1642, s0.acc: 93.9702, s0.loss_bbox: 0.0972, s0.loss_mask: 0.2097, s1.loss_cls: 0.0768, s1.acc: 94.3663, s1.loss_bbox: 0.1033, s1.loss_mask: 0.0984, s2.loss_cls: 0.0391, s2.acc: 94.1487, s2.loss_bbox: 0.0632, s2.loss_mask: 0.0459, loss: 1.1416 2022-06-06 01:14:25,958 - mmdet - INFO - Epoch [10][550/7330] lr: 1.000e-04, eta: 3 days, 8:23:26, time: 1.454, data_time: 0.014, memory: 64785, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0321, loss_semantic_seg: 0.1948, s0.loss_cls: 0.1641, s0.acc: 94.0559, s0.loss_bbox: 0.0965, s0.loss_mask: 0.2071, s1.loss_cls: 0.0762, s1.acc: 94.4938, s1.loss_bbox: 0.1010, s1.loss_mask: 0.0963, s2.loss_cls: 0.0382, s2.acc: 94.2845, s2.loss_bbox: 0.0638, s2.loss_mask: 0.0453, loss: 1.1424 2022-06-06 01:15:37,799 - mmdet - INFO - Epoch [10][600/7330] lr: 1.000e-04, eta: 3 days, 8:22:08, time: 1.436, data_time: 0.014, memory: 64785, loss_rpn_cls: 0.0238, loss_rpn_bbox: 0.0296, loss_semantic_seg: 0.1858, s0.loss_cls: 0.1535, s0.acc: 94.4141, s0.loss_bbox: 0.0914, s0.loss_mask: 0.2011, s1.loss_cls: 0.0706, s1.acc: 94.8264, s1.loss_bbox: 0.0968, s1.loss_mask: 0.0942, s2.loss_cls: 0.0355, s2.acc: 94.7274, s2.loss_bbox: 0.0601, s2.loss_mask: 0.0441, loss: 1.0862 2022-06-06 01:16:52,064 - mmdet - INFO - Epoch [10][650/7330] lr: 1.000e-04, eta: 3 days, 8:20:57, time: 1.485, data_time: 0.016, memory: 64785, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0295, loss_semantic_seg: 0.1914, s0.loss_cls: 0.1624, s0.acc: 94.1921, s0.loss_bbox: 0.0920, s0.loss_mask: 0.1988, s1.loss_cls: 0.0754, s1.acc: 94.7249, s1.loss_bbox: 0.0980, s1.loss_mask: 0.0932, s2.loss_cls: 0.0379, s2.acc: 94.5554, s2.loss_bbox: 0.0625, s2.loss_mask: 0.0437, loss: 1.1069 2022-06-06 01:18:05,208 - mmdet - INFO - Epoch [10][700/7330] lr: 1.000e-04, eta: 3 days, 8:19:44, time: 1.463, data_time: 0.021, memory: 64785, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0276, loss_semantic_seg: 0.1880, s0.loss_cls: 0.1631, s0.acc: 94.0598, s0.loss_bbox: 0.0961, s0.loss_mask: 0.2020, s1.loss_cls: 0.0761, s1.acc: 94.4917, s1.loss_bbox: 0.1030, s1.loss_mask: 0.0944, s2.loss_cls: 0.0389, s2.acc: 94.2576, s2.loss_bbox: 0.0640, s2.loss_mask: 0.0446, loss: 1.1191 2022-06-06 01:19:18,379 - mmdet - INFO - Epoch [10][750/7330] lr: 1.000e-04, eta: 3 days, 8:18:30, time: 1.464, data_time: 0.019, memory: 64785, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0293, loss_semantic_seg: 0.1833, s0.loss_cls: 0.1633, s0.acc: 94.1016, s0.loss_bbox: 0.0965, s0.loss_mask: 0.2054, s1.loss_cls: 0.0748, s1.acc: 94.5910, s1.loss_bbox: 0.1034, s1.loss_mask: 0.0966, s2.loss_cls: 0.0378, s2.acc: 94.3145, s2.loss_bbox: 0.0642, s2.loss_mask: 0.0449, loss: 1.1231 2022-06-06 01:20:31,095 - mmdet - INFO - Epoch [10][800/7330] lr: 1.000e-04, eta: 3 days, 8:17:15, time: 1.454, data_time: 0.015, memory: 64785, loss_rpn_cls: 0.0240, loss_rpn_bbox: 0.0292, loss_semantic_seg: 0.1911, s0.loss_cls: 0.1537, s0.acc: 94.4417, s0.loss_bbox: 0.0922, s0.loss_mask: 0.2024, s1.loss_cls: 0.0707, s1.acc: 94.9210, s1.loss_bbox: 0.0972, s1.loss_mask: 0.0944, s2.loss_cls: 0.0362, s2.acc: 94.7072, s2.loss_bbox: 0.0619, s2.loss_mask: 0.0446, loss: 1.0977 2022-06-06 01:21:44,259 - mmdet - INFO - Epoch [10][850/7330] lr: 1.000e-04, eta: 3 days, 8:16:01, time: 1.464, data_time: 0.020, memory: 64785, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0296, loss_semantic_seg: 0.1914, s0.loss_cls: 0.1623, s0.acc: 94.0955, s0.loss_bbox: 0.0979, s0.loss_mask: 0.2048, s1.loss_cls: 0.0752, s1.acc: 94.4892, s1.loss_bbox: 0.1021, s1.loss_mask: 0.0962, s2.loss_cls: 0.0380, s2.acc: 94.3477, s2.loss_bbox: 0.0630, s2.loss_mask: 0.0451, loss: 1.1316 2022-06-06 01:22:57,285 - mmdet - INFO - Epoch [10][900/7330] lr: 1.000e-04, eta: 3 days, 8:14:47, time: 1.460, data_time: 0.019, memory: 64785, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0279, loss_semantic_seg: 0.1906, s0.loss_cls: 0.1670, s0.acc: 93.9661, s0.loss_bbox: 0.0989, s0.loss_mask: 0.2117, s1.loss_cls: 0.0778, s1.acc: 94.3761, s1.loss_bbox: 0.1051, s1.loss_mask: 0.0996, s2.loss_cls: 0.0399, s2.acc: 94.1146, s2.loss_bbox: 0.0667, s2.loss_mask: 0.0471, loss: 1.1570 2022-06-06 01:24:10,435 - mmdet - INFO - Epoch [10][950/7330] lr: 1.000e-04, eta: 3 days, 8:13:33, time: 1.463, data_time: 0.017, memory: 64785, loss_rpn_cls: 0.0233, loss_rpn_bbox: 0.0318, loss_semantic_seg: 0.1944, s0.loss_cls: 0.1689, s0.acc: 93.9268, s0.loss_bbox: 0.0988, s0.loss_mask: 0.2118, s1.loss_cls: 0.0804, s1.acc: 94.2490, s1.loss_bbox: 0.1035, s1.loss_mask: 0.0982, s2.loss_cls: 0.0405, s2.acc: 94.0972, s2.loss_bbox: 0.0649, s2.loss_mask: 0.0462, loss: 1.1628 2022-06-06 01:25:22,966 - mmdet - INFO - Epoch [10][1000/7330] lr: 1.000e-04, eta: 3 days, 8:12:17, time: 1.451, data_time: 0.017, memory: 64785, loss_rpn_cls: 0.0251, loss_rpn_bbox: 0.0291, loss_semantic_seg: 0.1890, s0.loss_cls: 0.1745, s0.acc: 93.7488, s0.loss_bbox: 0.0992, s0.loss_mask: 0.2133, s1.loss_cls: 0.0814, s1.acc: 94.1443, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1007, s2.loss_cls: 0.0414, s2.acc: 93.9853, s2.loss_bbox: 0.0683, s2.loss_mask: 0.0474, loss: 1.1767 2022-06-06 01:26:36,402 - mmdet - INFO - Epoch [10][1050/7330] lr: 1.000e-04, eta: 3 days, 8:11:05, time: 1.469, data_time: 0.012, memory: 64785, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0325, loss_semantic_seg: 0.1966, s0.loss_cls: 0.1839, s0.acc: 93.4819, s0.loss_bbox: 0.1029, s0.loss_mask: 0.2131, s1.loss_cls: 0.0861, s1.acc: 93.8995, s1.loss_bbox: 0.1089, s1.loss_mask: 0.0993, s2.loss_cls: 0.0432, s2.acc: 93.7380, s2.loss_bbox: 0.0672, s2.loss_mask: 0.0465, loss: 1.2067 2022-06-06 01:27:49,207 - mmdet - INFO - Epoch [10][1100/7330] lr: 1.000e-04, eta: 3 days, 8:09:50, time: 1.455, data_time: 0.017, memory: 64785, loss_rpn_cls: 0.0240, loss_rpn_bbox: 0.0296, loss_semantic_seg: 0.1869, s0.loss_cls: 0.1611, s0.acc: 94.1892, s0.loss_bbox: 0.0948, s0.loss_mask: 0.2033, s1.loss_cls: 0.0735, s1.acc: 94.6682, s1.loss_bbox: 0.1026, s1.loss_mask: 0.0959, s2.loss_cls: 0.0372, s2.acc: 94.4989, s2.loss_bbox: 0.0643, s2.loss_mask: 0.0453, loss: 1.1184 2022-06-06 01:29:01,248 - mmdet - INFO - Epoch [10][1150/7330] lr: 1.000e-04, eta: 3 days, 8:08:33, time: 1.441, data_time: 0.018, memory: 64785, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0284, loss_semantic_seg: 0.1900, s0.loss_cls: 0.1711, s0.acc: 93.9749, s0.loss_bbox: 0.0972, s0.loss_mask: 0.2044, s1.loss_cls: 0.0796, s1.acc: 94.3755, s1.loss_bbox: 0.1010, s1.loss_mask: 0.0958, s2.loss_cls: 0.0400, s2.acc: 94.2292, s2.loss_bbox: 0.0633, s2.loss_mask: 0.0452, loss: 1.1412 2022-06-06 01:30:13,745 - mmdet - INFO - Epoch [10][1200/7330] lr: 1.000e-04, eta: 3 days, 8:07:17, time: 1.449, data_time: 0.018, memory: 64785, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0288, loss_semantic_seg: 0.1905, s0.loss_cls: 0.1657, s0.acc: 94.0215, s0.loss_bbox: 0.0953, s0.loss_mask: 0.2006, s1.loss_cls: 0.0767, s1.acc: 94.4470, s1.loss_bbox: 0.1033, s1.loss_mask: 0.0945, s2.loss_cls: 0.0387, s2.acc: 94.2628, s2.loss_bbox: 0.0651, s2.loss_mask: 0.0443, loss: 1.1255 2022-06-06 01:31:26,559 - mmdet - INFO - Epoch [10][1250/7330] lr: 1.000e-04, eta: 3 days, 8:06:02, time: 1.455, data_time: 0.014, memory: 64785, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0297, loss_semantic_seg: 0.1871, s0.loss_cls: 0.1618, s0.acc: 94.2007, s0.loss_bbox: 0.0943, s0.loss_mask: 0.2020, s1.loss_cls: 0.0772, s1.acc: 94.5435, s1.loss_bbox: 0.0999, s1.loss_mask: 0.0942, s2.loss_cls: 0.0387, s2.acc: 94.3008, s2.loss_bbox: 0.0620, s2.loss_mask: 0.0448, loss: 1.1148 2022-06-06 01:32:38,631 - mmdet - INFO - Epoch [10][1300/7330] lr: 1.000e-04, eta: 3 days, 8:04:45, time: 1.442, data_time: 0.019, memory: 64785, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0288, loss_semantic_seg: 0.1872, s0.loss_cls: 0.1685, s0.acc: 93.9180, s0.loss_bbox: 0.0992, s0.loss_mask: 0.2065, s1.loss_cls: 0.0779, s1.acc: 94.3260, s1.loss_bbox: 0.1051, s1.loss_mask: 0.0967, s2.loss_cls: 0.0390, s2.acc: 94.2131, s2.loss_bbox: 0.0671, s2.loss_mask: 0.0457, loss: 1.1441 2022-06-06 01:33:51,040 - mmdet - INFO - Epoch [10][1350/7330] lr: 1.000e-04, eta: 3 days, 8:03:29, time: 1.450, data_time: 0.019, memory: 64785, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0290, loss_semantic_seg: 0.1837, s0.loss_cls: 0.1694, s0.acc: 93.9297, s0.loss_bbox: 0.0972, s0.loss_mask: 0.2113, s1.loss_cls: 0.0782, s1.acc: 94.4447, s1.loss_bbox: 0.1037, s1.loss_mask: 0.0982, s2.loss_cls: 0.0393, s2.acc: 94.2050, s2.loss_bbox: 0.0656, s2.loss_mask: 0.0457, loss: 1.1472 2022-06-06 01:35:04,805 - mmdet - INFO - Epoch [10][1400/7330] lr: 1.000e-04, eta: 3 days, 8:02:17, time: 1.475, data_time: 0.016, memory: 64785, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0296, loss_semantic_seg: 0.1890, s0.loss_cls: 0.1730, s0.acc: 93.7642, s0.loss_bbox: 0.0961, s0.loss_mask: 0.2020, s1.loss_cls: 0.0804, s1.acc: 94.2051, s1.loss_bbox: 0.1031, s1.loss_mask: 0.0951, s2.loss_cls: 0.0407, s2.acc: 93.9116, s2.loss_bbox: 0.0655, s2.loss_mask: 0.0445, loss: 1.1443 2022-06-06 01:36:17,521 - mmdet - INFO - Epoch [10][1450/7330] lr: 1.000e-04, eta: 3 days, 8:01:02, time: 1.454, data_time: 0.015, memory: 64785, loss_rpn_cls: 0.0241, loss_rpn_bbox: 0.0307, loss_semantic_seg: 0.1912, s0.loss_cls: 0.1723, s0.acc: 93.8975, s0.loss_bbox: 0.0961, s0.loss_mask: 0.2010, s1.loss_cls: 0.0799, s1.acc: 94.4065, s1.loss_bbox: 0.1030, s1.loss_mask: 0.0943, s2.loss_cls: 0.0400, s2.acc: 94.1383, s2.loss_bbox: 0.0651, s2.loss_mask: 0.0445, loss: 1.1422 2022-06-06 01:37:30,158 - mmdet - INFO - Epoch [10][1500/7330] lr: 1.000e-04, eta: 3 days, 7:59:47, time: 1.453, data_time: 0.018, memory: 64785, loss_rpn_cls: 0.0240, loss_rpn_bbox: 0.0296, loss_semantic_seg: 0.1910, s0.loss_cls: 0.1672, s0.acc: 93.9500, s0.loss_bbox: 0.1018, s0.loss_mask: 0.2072, s1.loss_cls: 0.0770, s1.acc: 94.4640, s1.loss_bbox: 0.1073, s1.loss_mask: 0.0967, s2.loss_cls: 0.0400, s2.acc: 94.1772, s2.loss_bbox: 0.0674, s2.loss_mask: 0.0455, loss: 1.1547 2022-06-06 01:38:43,783 - mmdet - INFO - Epoch [10][1550/7330] lr: 1.000e-04, eta: 3 days, 7:58:34, time: 1.471, data_time: 0.020, memory: 64785, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0321, loss_semantic_seg: 0.1885, s0.loss_cls: 0.1795, s0.acc: 93.4756, s0.loss_bbox: 0.1022, s0.loss_mask: 0.2065, s1.loss_cls: 0.0845, s1.acc: 93.8461, s1.loss_bbox: 0.1078, s1.loss_mask: 0.0971, s2.loss_cls: 0.0422, s2.acc: 93.7183, s2.loss_bbox: 0.0681, s2.loss_mask: 0.0458, loss: 1.1807 2022-06-06 01:39:57,385 - mmdet - INFO - Epoch [10][1600/7330] lr: 1.000e-04, eta: 3 days, 7:57:22, time: 1.473, data_time: 0.016, memory: 64785, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0299, loss_semantic_seg: 0.1925, s0.loss_cls: 0.1792, s0.acc: 93.6113, s0.loss_bbox: 0.1036, s0.loss_mask: 0.2130, s1.loss_cls: 0.0840, s1.acc: 93.9919, s1.loss_bbox: 0.1098, s1.loss_mask: 0.1003, s2.loss_cls: 0.0426, s2.acc: 93.6386, s2.loss_bbox: 0.0661, s2.loss_mask: 0.0467, loss: 1.1939 2022-06-06 01:41:10,694 - mmdet - INFO - Epoch [10][1650/7330] lr: 1.000e-04, eta: 3 days, 7:56:09, time: 1.466, data_time: 0.014, memory: 64785, loss_rpn_cls: 0.0244, loss_rpn_bbox: 0.0303, loss_semantic_seg: 0.1852, s0.loss_cls: 0.1724, s0.acc: 93.8101, s0.loss_bbox: 0.1005, s0.loss_mask: 0.2080, s1.loss_cls: 0.0800, s1.acc: 94.2535, s1.loss_bbox: 0.1045, s1.loss_mask: 0.0959, s2.loss_cls: 0.0403, s2.acc: 94.1070, s2.loss_bbox: 0.0641, s2.loss_mask: 0.0452, loss: 1.1508 2022-06-06 01:42:23,152 - mmdet - INFO - Epoch [10][1700/7330] lr: 1.000e-04, eta: 3 days, 7:54:53, time: 1.448, data_time: 0.017, memory: 64785, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0324, loss_semantic_seg: 0.1927, s0.loss_cls: 0.1718, s0.acc: 93.9092, s0.loss_bbox: 0.0995, s0.loss_mask: 0.2012, s1.loss_cls: 0.0802, s1.acc: 94.3603, s1.loss_bbox: 0.1041, s1.loss_mask: 0.0946, s2.loss_cls: 0.0405, s2.acc: 94.0744, s2.loss_bbox: 0.0655, s2.loss_mask: 0.0445, loss: 1.1541 2022-06-06 01:43:36,297 - mmdet - INFO - Epoch [10][1750/7330] lr: 1.000e-04, eta: 3 days, 7:53:39, time: 1.464, data_time: 0.019, memory: 64785, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0284, loss_semantic_seg: 0.1859, s0.loss_cls: 0.1697, s0.acc: 93.9121, s0.loss_bbox: 0.1020, s0.loss_mask: 0.2029, s1.loss_cls: 0.0787, s1.acc: 94.4036, s1.loss_bbox: 0.1080, s1.loss_mask: 0.0945, s2.loss_cls: 0.0402, s2.acc: 94.1473, s2.loss_bbox: 0.0671, s2.loss_mask: 0.0443, loss: 1.1443 2022-06-06 01:44:49,257 - mmdet - INFO - Epoch [10][1800/7330] lr: 1.000e-04, eta: 3 days, 7:52:25, time: 1.459, data_time: 0.017, memory: 64785, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0275, loss_semantic_seg: 0.1906, s0.loss_cls: 0.1703, s0.acc: 93.8057, s0.loss_bbox: 0.0972, s0.loss_mask: 0.2051, s1.loss_cls: 0.0795, s1.acc: 94.2476, s1.loss_bbox: 0.1037, s1.loss_mask: 0.0958, s2.loss_cls: 0.0402, s2.acc: 94.0803, s2.loss_bbox: 0.0657, s2.loss_mask: 0.0449, loss: 1.1451 2022-06-06 01:46:02,715 - mmdet - INFO - Epoch [10][1850/7330] lr: 1.000e-04, eta: 3 days, 7:51:12, time: 1.470, data_time: 0.016, memory: 64785, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0294, loss_semantic_seg: 0.1861, s0.loss_cls: 0.1706, s0.acc: 93.9387, s0.loss_bbox: 0.0952, s0.loss_mask: 0.2037, s1.loss_cls: 0.0780, s1.acc: 94.5313, s1.loss_bbox: 0.1031, s1.loss_mask: 0.0949, s2.loss_cls: 0.0393, s2.acc: 94.3078, s2.loss_bbox: 0.0658, s2.loss_mask: 0.0448, loss: 1.1371 2022-06-06 01:47:16,462 - mmdet - INFO - Epoch [10][1900/7330] lr: 1.000e-04, eta: 3 days, 7:50:00, time: 1.475, data_time: 0.015, memory: 64785, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0322, loss_semantic_seg: 0.1839, s0.loss_cls: 0.1687, s0.acc: 93.8955, s0.loss_bbox: 0.1005, s0.loss_mask: 0.2029, s1.loss_cls: 0.0780, s1.acc: 94.3652, s1.loss_bbox: 0.1035, s1.loss_mask: 0.0940, s2.loss_cls: 0.0399, s2.acc: 94.1631, s2.loss_bbox: 0.0637, s2.loss_mask: 0.0441, loss: 1.1380 2022-06-06 01:48:30,093 - mmdet - INFO - Epoch [10][1950/7330] lr: 1.000e-04, eta: 3 days, 7:48:47, time: 1.472, data_time: 0.017, memory: 64785, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0305, loss_semantic_seg: 0.1881, s0.loss_cls: 0.1782, s0.acc: 93.7083, s0.loss_bbox: 0.1047, s0.loss_mask: 0.2121, s1.loss_cls: 0.0826, s1.acc: 94.1648, s1.loss_bbox: 0.1113, s1.loss_mask: 0.0989, s2.loss_cls: 0.0415, s2.acc: 94.0580, s2.loss_bbox: 0.0673, s2.loss_mask: 0.0463, loss: 1.1866 2022-06-06 01:49:43,465 - mmdet - INFO - Epoch [10][2000/7330] lr: 1.000e-04, eta: 3 days, 7:47:34, time: 1.468, data_time: 0.019, memory: 64785, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0303, loss_semantic_seg: 0.1962, s0.loss_cls: 0.1738, s0.acc: 93.7764, s0.loss_bbox: 0.1002, s0.loss_mask: 0.2086, s1.loss_cls: 0.0825, s1.acc: 94.1203, s1.loss_bbox: 0.1073, s1.loss_mask: 0.0974, s2.loss_cls: 0.0408, s2.acc: 94.0037, s2.loss_bbox: 0.0664, s2.loss_mask: 0.0458, loss: 1.1720 2022-06-06 01:50:57,181 - mmdet - INFO - Epoch [10][2050/7330] lr: 1.000e-04, eta: 3 days, 7:46:22, time: 1.474, data_time: 0.019, memory: 64785, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0311, loss_semantic_seg: 0.1836, s0.loss_cls: 0.1789, s0.acc: 93.6023, s0.loss_bbox: 0.1044, s0.loss_mask: 0.2116, s1.loss_cls: 0.0838, s1.acc: 94.0692, s1.loss_bbox: 0.1105, s1.loss_mask: 0.0985, s2.loss_cls: 0.0415, s2.acc: 93.9646, s2.loss_bbox: 0.0691, s2.loss_mask: 0.0464, loss: 1.1847 2022-06-06 01:52:09,899 - mmdet - INFO - Epoch [10][2100/7330] lr: 1.000e-04, eta: 3 days, 7:45:07, time: 1.454, data_time: 0.015, memory: 64785, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0284, loss_semantic_seg: 0.1910, s0.loss_cls: 0.1673, s0.acc: 93.9644, s0.loss_bbox: 0.0977, s0.loss_mask: 0.1981, s1.loss_cls: 0.0787, s1.acc: 94.2324, s1.loss_bbox: 0.1047, s1.loss_mask: 0.0924, s2.loss_cls: 0.0414, s2.acc: 93.7790, s2.loss_bbox: 0.0649, s2.loss_mask: 0.0432, loss: 1.1300 2022-06-06 01:53:23,131 - mmdet - INFO - Epoch [10][2150/7330] lr: 1.000e-04, eta: 3 days, 7:43:53, time: 1.464, data_time: 0.019, memory: 64785, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0290, loss_semantic_seg: 0.1854, s0.loss_cls: 0.1774, s0.acc: 93.6753, s0.loss_bbox: 0.1022, s0.loss_mask: 0.2062, s1.loss_cls: 0.0828, s1.acc: 94.1889, s1.loss_bbox: 0.1079, s1.loss_mask: 0.0965, s2.loss_cls: 0.0416, s2.acc: 94.0526, s2.loss_bbox: 0.0666, s2.loss_mask: 0.0452, loss: 1.1639 2022-06-06 01:54:36,219 - mmdet - INFO - Epoch [10][2200/7330] lr: 1.000e-04, eta: 3 days, 7:42:40, time: 1.462, data_time: 0.016, memory: 64785, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0311, loss_semantic_seg: 0.1986, s0.loss_cls: 0.1865, s0.acc: 93.3154, s0.loss_bbox: 0.1087, s0.loss_mask: 0.2109, s1.loss_cls: 0.0873, s1.acc: 93.7616, s1.loss_bbox: 0.1169, s1.loss_mask: 0.0981, s2.loss_cls: 0.0446, s2.acc: 93.5148, s2.loss_bbox: 0.0716, s2.loss_mask: 0.0459, loss: 1.2262 2022-06-06 01:55:50,131 - mmdet - INFO - Epoch [10][2250/7330] lr: 1.000e-04, eta: 3 days, 7:41:28, time: 1.478, data_time: 0.014, memory: 64785, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0312, loss_semantic_seg: 0.1909, s0.loss_cls: 0.1786, s0.acc: 93.6255, s0.loss_bbox: 0.1008, s0.loss_mask: 0.2041, s1.loss_cls: 0.0833, s1.acc: 94.1129, s1.loss_bbox: 0.1072, s1.loss_mask: 0.0950, s2.loss_cls: 0.0427, s2.acc: 93.7972, s2.loss_bbox: 0.0683, s2.loss_mask: 0.0448, loss: 1.1718 2022-06-06 01:57:03,041 - mmdet - INFO - Epoch [10][2300/7330] lr: 1.000e-04, eta: 3 days, 7:40:13, time: 1.458, data_time: 0.017, memory: 64785, loss_rpn_cls: 0.0244, loss_rpn_bbox: 0.0312, loss_semantic_seg: 0.1966, s0.loss_cls: 0.1829, s0.acc: 93.4287, s0.loss_bbox: 0.1042, s0.loss_mask: 0.2105, s1.loss_cls: 0.0853, s1.acc: 93.8458, s1.loss_bbox: 0.1094, s1.loss_mask: 0.0980, s2.loss_cls: 0.0421, s2.acc: 93.8365, s2.loss_bbox: 0.0687, s2.loss_mask: 0.0462, loss: 1.1995 2022-06-06 01:58:15,614 - mmdet - INFO - Epoch [10][2350/7330] lr: 1.000e-04, eta: 3 days, 7:38:58, time: 1.452, data_time: 0.016, memory: 64785, loss_rpn_cls: 0.0238, loss_rpn_bbox: 0.0320, loss_semantic_seg: 0.1967, s0.loss_cls: 0.1745, s0.acc: 93.6707, s0.loss_bbox: 0.1005, s0.loss_mask: 0.2033, s1.loss_cls: 0.0811, s1.acc: 94.1209, s1.loss_bbox: 0.1046, s1.loss_mask: 0.0947, s2.loss_cls: 0.0412, s2.acc: 93.9547, s2.loss_bbox: 0.0656, s2.loss_mask: 0.0444, loss: 1.1625 2022-06-06 01:59:29,139 - mmdet - INFO - Epoch [10][2400/7330] lr: 1.000e-04, eta: 3 days, 7:37:45, time: 1.471, data_time: 0.016, memory: 64785, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0296, loss_semantic_seg: 0.1907, s0.loss_cls: 0.1767, s0.acc: 93.6821, s0.loss_bbox: 0.1015, s0.loss_mask: 0.2047, s1.loss_cls: 0.0829, s1.acc: 94.2144, s1.loss_bbox: 0.1080, s1.loss_mask: 0.0958, s2.loss_cls: 0.0421, s2.acc: 94.0363, s2.loss_bbox: 0.0691, s2.loss_mask: 0.0446, loss: 1.1726 2022-06-06 02:00:46,102 - mmdet - INFO - Epoch [10][2450/7330] lr: 1.000e-04, eta: 3 days, 7:36:42, time: 1.539, data_time: 0.018, memory: 64785, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0297, loss_semantic_seg: 0.1882, s0.loss_cls: 0.1791, s0.acc: 93.7144, s0.loss_bbox: 0.1020, s0.loss_mask: 0.2030, s1.loss_cls: 0.0831, s1.acc: 94.1889, s1.loss_bbox: 0.1091, s1.loss_mask: 0.0955, s2.loss_cls: 0.0413, s2.acc: 94.0571, s2.loss_bbox: 0.0678, s2.loss_mask: 0.0448, loss: 1.1696 2022-06-06 02:01:59,286 - mmdet - INFO - Epoch [10][2500/7330] lr: 1.000e-04, eta: 3 days, 7:35:29, time: 1.463, data_time: 0.013, memory: 64785, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0297, loss_semantic_seg: 0.1872, s0.loss_cls: 0.1744, s0.acc: 93.8223, s0.loss_bbox: 0.1008, s0.loss_mask: 0.2064, s1.loss_cls: 0.0820, s1.acc: 94.2539, s1.loss_bbox: 0.1066, s1.loss_mask: 0.0961, s2.loss_cls: 0.0418, s2.acc: 94.1305, s2.loss_bbox: 0.0662, s2.loss_mask: 0.0447, loss: 1.1596 2022-06-06 02:03:11,862 - mmdet - INFO - Epoch [10][2550/7330] lr: 1.000e-04, eta: 3 days, 7:34:13, time: 1.452, data_time: 0.018, memory: 64785, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0292, loss_semantic_seg: 0.1932, s0.loss_cls: 0.1648, s0.acc: 94.1479, s0.loss_bbox: 0.0952, s0.loss_mask: 0.2002, s1.loss_cls: 0.0763, s1.acc: 94.6544, s1.loss_bbox: 0.1003, s1.loss_mask: 0.0945, s2.loss_cls: 0.0389, s2.acc: 94.4671, s2.loss_bbox: 0.0632, s2.loss_mask: 0.0450, loss: 1.1236 2022-06-06 02:04:24,369 - mmdet - INFO - Epoch [10][2600/7330] lr: 1.000e-04, eta: 3 days, 7:32:58, time: 1.450, data_time: 0.017, memory: 64785, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0309, loss_semantic_seg: 0.1891, s0.loss_cls: 0.1795, s0.acc: 93.5120, s0.loss_bbox: 0.1048, s0.loss_mask: 0.2108, s1.loss_cls: 0.0847, s1.acc: 93.8890, s1.loss_bbox: 0.1101, s1.loss_mask: 0.0982, s2.loss_cls: 0.0424, s2.acc: 93.7329, s2.loss_bbox: 0.0682, s2.loss_mask: 0.0463, loss: 1.1929 2022-06-06 02:05:37,282 - mmdet - INFO - Epoch [10][2650/7330] lr: 1.000e-04, eta: 3 days, 7:31:43, time: 1.458, data_time: 0.016, memory: 64785, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0306, loss_semantic_seg: 0.2017, s0.loss_cls: 0.1772, s0.acc: 93.6365, s0.loss_bbox: 0.1023, s0.loss_mask: 0.2056, s1.loss_cls: 0.0832, s1.acc: 94.0494, s1.loss_bbox: 0.1081, s1.loss_mask: 0.0962, s2.loss_cls: 0.0424, s2.acc: 93.8032, s2.loss_bbox: 0.0675, s2.loss_mask: 0.0450, loss: 1.1855 2022-06-06 02:06:49,348 - mmdet - INFO - Epoch [10][2700/7330] lr: 1.000e-04, eta: 3 days, 7:30:26, time: 1.441, data_time: 0.017, memory: 64785, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0289, loss_semantic_seg: 0.1903, s0.loss_cls: 0.1776, s0.acc: 93.7820, s0.loss_bbox: 0.0993, s0.loss_mask: 0.2046, s1.loss_cls: 0.0816, s1.acc: 94.2922, s1.loss_bbox: 0.1052, s1.loss_mask: 0.0953, s2.loss_cls: 0.0409, s2.acc: 94.0932, s2.loss_bbox: 0.0663, s2.loss_mask: 0.0449, loss: 1.1629 2022-06-06 02:08:01,978 - mmdet - INFO - Epoch [10][2750/7330] lr: 1.000e-04, eta: 3 days, 7:29:11, time: 1.453, data_time: 0.017, memory: 64785, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0325, loss_semantic_seg: 0.1851, s0.loss_cls: 0.1718, s0.acc: 93.8384, s0.loss_bbox: 0.1016, s0.loss_mask: 0.2078, s1.loss_cls: 0.0791, s1.acc: 94.2540, s1.loss_bbox: 0.1068, s1.loss_mask: 0.0962, s2.loss_cls: 0.0404, s2.acc: 94.1438, s2.loss_bbox: 0.0664, s2.loss_mask: 0.0449, loss: 1.1595 2022-06-06 02:09:14,784 - mmdet - INFO - Epoch [10][2800/7330] lr: 1.000e-04, eta: 3 days, 7:27:56, time: 1.456, data_time: 0.013, memory: 64785, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0312, loss_semantic_seg: 0.1972, s0.loss_cls: 0.1759, s0.acc: 93.7725, s0.loss_bbox: 0.0964, s0.loss_mask: 0.2027, s1.loss_cls: 0.0834, s1.acc: 94.1371, s1.loss_bbox: 0.1011, s1.loss_mask: 0.0946, s2.loss_cls: 0.0425, s2.acc: 93.8751, s2.loss_bbox: 0.0636, s2.loss_mask: 0.0444, loss: 1.1597 2022-06-06 02:10:26,626 - mmdet - INFO - Epoch [10][2850/7330] lr: 1.000e-04, eta: 3 days, 7:26:39, time: 1.437, data_time: 0.022, memory: 64785, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0282, loss_semantic_seg: 0.1849, s0.loss_cls: 0.1575, s0.acc: 94.3308, s0.loss_bbox: 0.0915, s0.loss_mask: 0.1981, s1.loss_cls: 0.0737, s1.acc: 94.7360, s1.loss_bbox: 0.0962, s1.loss_mask: 0.0933, s2.loss_cls: 0.0373, s2.acc: 94.5092, s2.loss_bbox: 0.0603, s2.loss_mask: 0.0437, loss: 1.0920 2022-06-06 02:11:38,724 - mmdet - INFO - Epoch [10][2900/7330] lr: 1.000e-04, eta: 3 days, 7:25:22, time: 1.442, data_time: 0.019, memory: 64785, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0281, loss_semantic_seg: 0.1955, s0.loss_cls: 0.1676, s0.acc: 94.0186, s0.loss_bbox: 0.0981, s0.loss_mask: 0.2015, s1.loss_cls: 0.0785, s1.acc: 94.4311, s1.loss_bbox: 0.1009, s1.loss_mask: 0.0933, s2.loss_cls: 0.0395, s2.acc: 94.2101, s2.loss_bbox: 0.0596, s2.loss_mask: 0.0438, loss: 1.1301 2022-06-06 02:12:50,767 - mmdet - INFO - Epoch [10][2950/7330] lr: 1.000e-04, eta: 3 days, 7:24:05, time: 1.441, data_time: 0.016, memory: 64785, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0276, loss_semantic_seg: 0.1899, s0.loss_cls: 0.1611, s0.acc: 94.1970, s0.loss_bbox: 0.0925, s0.loss_mask: 0.2042, s1.loss_cls: 0.0743, s1.acc: 94.6873, s1.loss_bbox: 0.1017, s1.loss_mask: 0.0951, s2.loss_cls: 0.0379, s2.acc: 94.4308, s2.loss_bbox: 0.0617, s2.loss_mask: 0.0445, loss: 1.1146 2022-06-06 02:14:03,569 - mmdet - INFO - Epoch [10][3000/7330] lr: 1.000e-04, eta: 3 days, 7:22:51, time: 1.456, data_time: 0.014, memory: 64785, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0301, loss_semantic_seg: 0.1926, s0.loss_cls: 0.1712, s0.acc: 93.8015, s0.loss_bbox: 0.0997, s0.loss_mask: 0.2097, s1.loss_cls: 0.0798, s1.acc: 94.1884, s1.loss_bbox: 0.1046, s1.loss_mask: 0.0977, s2.loss_cls: 0.0396, s2.acc: 94.1371, s2.loss_bbox: 0.0634, s2.loss_mask: 0.0454, loss: 1.1613 2022-06-06 02:15:15,831 - mmdet - INFO - Epoch [10][3050/7330] lr: 1.000e-04, eta: 3 days, 7:21:34, time: 1.445, data_time: 0.015, memory: 64785, loss_rpn_cls: 0.0233, loss_rpn_bbox: 0.0289, loss_semantic_seg: 0.1914, s0.loss_cls: 0.1701, s0.acc: 94.0696, s0.loss_bbox: 0.0978, s0.loss_mask: 0.1998, s1.loss_cls: 0.0779, s1.acc: 94.5942, s1.loss_bbox: 0.1027, s1.loss_mask: 0.0940, s2.loss_cls: 0.0388, s2.acc: 94.5171, s2.loss_bbox: 0.0645, s2.loss_mask: 0.0445, loss: 1.1338 2022-06-06 02:16:29,128 - mmdet - INFO - Epoch [10][3100/7330] lr: 1.000e-04, eta: 3 days, 7:20:21, time: 1.466, data_time: 0.016, memory: 64785, loss_rpn_cls: 0.0245, loss_rpn_bbox: 0.0317, loss_semantic_seg: 0.1948, s0.loss_cls: 0.1746, s0.acc: 93.7195, s0.loss_bbox: 0.1019, s0.loss_mask: 0.2124, s1.loss_cls: 0.0816, s1.acc: 94.1214, s1.loss_bbox: 0.1059, s1.loss_mask: 0.0999, s2.loss_cls: 0.0416, s2.acc: 93.9507, s2.loss_bbox: 0.0657, s2.loss_mask: 0.0467, loss: 1.1815 2022-06-06 02:17:41,969 - mmdet - INFO - Epoch [10][3150/7330] lr: 1.000e-04, eta: 3 days, 7:19:06, time: 1.457, data_time: 0.017, memory: 64785, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0302, loss_semantic_seg: 0.1934, s0.loss_cls: 0.1820, s0.acc: 93.5889, s0.loss_bbox: 0.1003, s0.loss_mask: 0.2040, s1.loss_cls: 0.0835, s1.acc: 94.0994, s1.loss_bbox: 0.1055, s1.loss_mask: 0.0951, s2.loss_cls: 0.0421, s2.acc: 93.9335, s2.loss_bbox: 0.0687, s2.loss_mask: 0.0449, loss: 1.1728 2022-06-06 02:18:54,807 - mmdet - INFO - Epoch [10][3200/7330] lr: 1.000e-04, eta: 3 days, 7:17:52, time: 1.457, data_time: 0.017, memory: 64785, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0301, loss_semantic_seg: 0.1871, s0.loss_cls: 0.1738, s0.acc: 93.7090, s0.loss_bbox: 0.0998, s0.loss_mask: 0.2059, s1.loss_cls: 0.0825, s1.acc: 94.0662, s1.loss_bbox: 0.1066, s1.loss_mask: 0.0965, s2.loss_cls: 0.0414, s2.acc: 93.8600, s2.loss_bbox: 0.0675, s2.loss_mask: 0.0455, loss: 1.1618 2022-06-06 02:20:08,496 - mmdet - INFO - Epoch [10][3250/7330] lr: 1.000e-04, eta: 3 days, 7:16:39, time: 1.474, data_time: 0.014, memory: 64785, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0321, loss_semantic_seg: 0.2007, s0.loss_cls: 0.1817, s0.acc: 93.5254, s0.loss_bbox: 0.1017, s0.loss_mask: 0.2034, s1.loss_cls: 0.0852, s1.acc: 93.9590, s1.loss_bbox: 0.1081, s1.loss_mask: 0.0946, s2.loss_cls: 0.0431, s2.acc: 93.6946, s2.loss_bbox: 0.0660, s2.loss_mask: 0.0444, loss: 1.1865 2022-06-06 02:21:21,773 - mmdet - INFO - Epoch [10][3300/7330] lr: 1.000e-04, eta: 3 days, 7:15:26, time: 1.465, data_time: 0.016, memory: 64785, loss_rpn_cls: 0.0246, loss_rpn_bbox: 0.0301, loss_semantic_seg: 0.1821, s0.loss_cls: 0.1737, s0.acc: 93.7336, s0.loss_bbox: 0.0977, s0.loss_mask: 0.2022, s1.loss_cls: 0.0814, s1.acc: 94.1606, s1.loss_bbox: 0.1063, s1.loss_mask: 0.0955, s2.loss_cls: 0.0413, s2.acc: 94.0264, s2.loss_bbox: 0.0685, s2.loss_mask: 0.0450, loss: 1.1483 2022-06-06 02:22:34,655 - mmdet - INFO - Epoch [10][3350/7330] lr: 1.000e-04, eta: 3 days, 7:14:11, time: 1.457, data_time: 0.024, memory: 64785, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0307, loss_semantic_seg: 0.1909, s0.loss_cls: 0.1926, s0.acc: 93.1104, s0.loss_bbox: 0.1079, s0.loss_mask: 0.2156, s1.loss_cls: 0.0905, s1.acc: 93.5538, s1.loss_bbox: 0.1150, s1.loss_mask: 0.1010, s2.loss_cls: 0.0451, s2.acc: 93.5323, s2.loss_bbox: 0.0709, s2.loss_mask: 0.0477, loss: 1.2335 2022-06-06 02:23:48,277 - mmdet - INFO - Epoch [10][3400/7330] lr: 1.000e-04, eta: 3 days, 7:12:59, time: 1.473, data_time: 0.018, memory: 64785, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0306, loss_semantic_seg: 0.1926, s0.loss_cls: 0.1850, s0.acc: 93.5461, s0.loss_bbox: 0.1016, s0.loss_mask: 0.2031, s1.loss_cls: 0.0845, s1.acc: 94.1723, s1.loss_bbox: 0.1061, s1.loss_mask: 0.0950, s2.loss_cls: 0.0427, s2.acc: 94.0515, s2.loss_bbox: 0.0668, s2.loss_mask: 0.0446, loss: 1.1757 2022-06-06 02:25:00,874 - mmdet - INFO - Epoch [10][3450/7330] lr: 1.000e-04, eta: 3 days, 7:11:44, time: 1.452, data_time: 0.016, memory: 64785, loss_rpn_cls: 0.0241, loss_rpn_bbox: 0.0272, loss_semantic_seg: 0.1896, s0.loss_cls: 0.1694, s0.acc: 93.9202, s0.loss_bbox: 0.0979, s0.loss_mask: 0.2002, s1.loss_cls: 0.0790, s1.acc: 94.3713, s1.loss_bbox: 0.1050, s1.loss_mask: 0.0932, s2.loss_cls: 0.0405, s2.acc: 94.0801, s2.loss_bbox: 0.0636, s2.loss_mask: 0.0436, loss: 1.1334 2022-06-06 02:26:13,455 - mmdet - INFO - Epoch [10][3500/7330] lr: 1.000e-04, eta: 3 days, 7:10:29, time: 1.452, data_time: 0.019, memory: 64785, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0298, loss_semantic_seg: 0.1818, s0.loss_cls: 0.1680, s0.acc: 93.8870, s0.loss_bbox: 0.0969, s0.loss_mask: 0.2044, s1.loss_cls: 0.0773, s1.acc: 94.4119, s1.loss_bbox: 0.1027, s1.loss_mask: 0.0960, s2.loss_cls: 0.0386, s2.acc: 94.3321, s2.loss_bbox: 0.0638, s2.loss_mask: 0.0451, loss: 1.1270 2022-06-06 02:27:25,441 - mmdet - INFO - Epoch [10][3550/7330] lr: 1.000e-04, eta: 3 days, 7:09:12, time: 1.440, data_time: 0.017, memory: 64785, loss_rpn_cls: 0.0240, loss_rpn_bbox: 0.0297, loss_semantic_seg: 0.1814, s0.loss_cls: 0.1729, s0.acc: 93.9170, s0.loss_bbox: 0.0987, s0.loss_mask: 0.2013, s1.loss_cls: 0.0805, s1.acc: 94.3880, s1.loss_bbox: 0.1037, s1.loss_mask: 0.0944, s2.loss_cls: 0.0399, s2.acc: 94.2550, s2.loss_bbox: 0.0655, s2.loss_mask: 0.0443, loss: 1.1362 2022-06-06 02:28:38,744 - mmdet - INFO - Epoch [10][3600/7330] lr: 1.000e-04, eta: 3 days, 7:07:58, time: 1.466, data_time: 0.017, memory: 64785, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0309, loss_semantic_seg: 0.1971, s0.loss_cls: 0.1692, s0.acc: 93.9478, s0.loss_bbox: 0.1005, s0.loss_mask: 0.2098, s1.loss_cls: 0.0784, s1.acc: 94.4319, s1.loss_bbox: 0.1079, s1.loss_mask: 0.0984, s2.loss_cls: 0.0396, s2.acc: 94.1190, s2.loss_bbox: 0.0661, s2.loss_mask: 0.0463, loss: 1.1713 2022-06-06 02:29:51,077 - mmdet - INFO - Epoch [10][3650/7330] lr: 1.000e-04, eta: 3 days, 7:06:42, time: 1.447, data_time: 0.015, memory: 64785, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0298, loss_semantic_seg: 0.1859, s0.loss_cls: 0.1718, s0.acc: 93.8782, s0.loss_bbox: 0.1014, s0.loss_mask: 0.2097, s1.loss_cls: 0.0808, s1.acc: 94.2812, s1.loss_bbox: 0.1088, s1.loss_mask: 0.0980, s2.loss_cls: 0.0411, s2.acc: 94.0730, s2.loss_bbox: 0.0675, s2.loss_mask: 0.0459, loss: 1.1634 2022-06-06 02:31:03,670 - mmdet - INFO - Epoch [10][3700/7330] lr: 1.000e-04, eta: 3 days, 7:05:27, time: 1.452, data_time: 0.019, memory: 64785, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0271, loss_semantic_seg: 0.1856, s0.loss_cls: 0.1597, s0.acc: 94.1833, s0.loss_bbox: 0.0955, s0.loss_mask: 0.1979, s1.loss_cls: 0.0746, s1.acc: 94.5668, s1.loss_bbox: 0.1030, s1.loss_mask: 0.0928, s2.loss_cls: 0.0378, s2.acc: 94.2866, s2.loss_bbox: 0.0654, s2.loss_mask: 0.0438, loss: 1.1050 2022-06-06 02:32:16,312 - mmdet - INFO - Epoch [10][3750/7330] lr: 1.000e-04, eta: 3 days, 7:04:12, time: 1.453, data_time: 0.017, memory: 64785, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0292, loss_semantic_seg: 0.1911, s0.loss_cls: 0.1837, s0.acc: 93.4363, s0.loss_bbox: 0.1018, s0.loss_mask: 0.2088, s1.loss_cls: 0.0852, s1.acc: 93.9078, s1.loss_bbox: 0.1081, s1.loss_mask: 0.0984, s2.loss_cls: 0.0425, s2.acc: 93.7604, s2.loss_bbox: 0.0672, s2.loss_mask: 0.0460, loss: 1.1849 2022-06-06 02:33:28,729 - mmdet - INFO - Epoch [10][3800/7330] lr: 1.000e-04, eta: 3 days, 7:02:56, time: 1.448, data_time: 0.017, memory: 64785, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0310, loss_semantic_seg: 0.1940, s0.loss_cls: 0.1841, s0.acc: 93.4351, s0.loss_bbox: 0.1015, s0.loss_mask: 0.2055, s1.loss_cls: 0.0863, s1.acc: 93.8928, s1.loss_bbox: 0.1071, s1.loss_mask: 0.0958, s2.loss_cls: 0.0435, s2.acc: 93.7385, s2.loss_bbox: 0.0667, s2.loss_mask: 0.0449, loss: 1.1858 2022-06-06 02:34:40,553 - mmdet - INFO - Epoch [10][3850/7330] lr: 1.000e-04, eta: 3 days, 7:01:39, time: 1.437, data_time: 0.014, memory: 64785, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0304, loss_semantic_seg: 0.1872, s0.loss_cls: 0.1745, s0.acc: 93.7605, s0.loss_bbox: 0.1022, s0.loss_mask: 0.2083, s1.loss_cls: 0.0831, s1.acc: 94.1196, s1.loss_bbox: 0.1089, s1.loss_mask: 0.0982, s2.loss_cls: 0.0418, s2.acc: 94.0059, s2.loss_bbox: 0.0675, s2.loss_mask: 0.0458, loss: 1.1745 2022-06-06 02:35:52,871 - mmdet - INFO - Epoch [10][3900/7330] lr: 1.000e-04, eta: 3 days, 7:00:22, time: 1.445, data_time: 0.016, memory: 64785, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0299, loss_semantic_seg: 0.1900, s0.loss_cls: 0.1749, s0.acc: 93.7007, s0.loss_bbox: 0.1029, s0.loss_mask: 0.2130, s1.loss_cls: 0.0815, s1.acc: 94.0311, s1.loss_bbox: 0.1089, s1.loss_mask: 0.0989, s2.loss_cls: 0.0416, s2.acc: 93.9039, s2.loss_bbox: 0.0666, s2.loss_mask: 0.0461, loss: 1.1789 2022-06-06 02:37:05,363 - mmdet - INFO - Epoch [10][3950/7330] lr: 1.000e-04, eta: 3 days, 6:59:07, time: 1.451, data_time: 0.019, memory: 64785, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0291, loss_semantic_seg: 0.1934, s0.loss_cls: 0.1750, s0.acc: 93.7117, s0.loss_bbox: 0.1000, s0.loss_mask: 0.2032, s1.loss_cls: 0.0802, s1.acc: 94.2933, s1.loss_bbox: 0.1078, s1.loss_mask: 0.0948, s2.loss_cls: 0.0405, s2.acc: 94.1314, s2.loss_bbox: 0.0666, s2.loss_mask: 0.0443, loss: 1.1565 2022-06-06 02:38:17,383 - mmdet - INFO - Epoch [10][4000/7330] lr: 1.000e-04, eta: 3 days, 6:57:50, time: 1.440, data_time: 0.018, memory: 64785, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0297, loss_semantic_seg: 0.1866, s0.loss_cls: 0.1822, s0.acc: 93.4790, s0.loss_bbox: 0.1031, s0.loss_mask: 0.2046, s1.loss_cls: 0.0844, s1.acc: 93.9228, s1.loss_bbox: 0.1076, s1.loss_mask: 0.0954, s2.loss_cls: 0.0419, s2.acc: 93.8196, s2.loss_bbox: 0.0666, s2.loss_mask: 0.0448, loss: 1.1722 2022-06-06 02:39:29,281 - mmdet - INFO - Epoch [10][4050/7330] lr: 1.000e-04, eta: 3 days, 6:56:33, time: 1.438, data_time: 0.015, memory: 64785, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0282, loss_semantic_seg: 0.1930, s0.loss_cls: 0.1682, s0.acc: 94.0305, s0.loss_bbox: 0.0950, s0.loss_mask: 0.2042, s1.loss_cls: 0.0782, s1.acc: 94.4658, s1.loss_bbox: 0.1038, s1.loss_mask: 0.0965, s2.loss_cls: 0.0400, s2.acc: 94.2595, s2.loss_bbox: 0.0653, s2.loss_mask: 0.0457, loss: 1.1419 2022-06-06 02:40:41,877 - mmdet - INFO - Epoch [10][4100/7330] lr: 1.000e-04, eta: 3 days, 6:55:18, time: 1.451, data_time: 0.016, memory: 64785, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0302, loss_semantic_seg: 0.1858, s0.loss_cls: 0.1648, s0.acc: 94.0010, s0.loss_bbox: 0.0986, s0.loss_mask: 0.1985, s1.loss_cls: 0.0759, s1.acc: 94.4524, s1.loss_bbox: 0.1047, s1.loss_mask: 0.0939, s2.loss_cls: 0.0389, s2.acc: 94.3302, s2.loss_bbox: 0.0659, s2.loss_mask: 0.0442, loss: 1.1274 2022-06-06 02:41:54,032 - mmdet - INFO - Epoch [10][4150/7330] lr: 1.000e-04, eta: 3 days, 6:54:01, time: 1.444, data_time: 0.018, memory: 64785, loss_rpn_cls: 0.0241, loss_rpn_bbox: 0.0296, loss_semantic_seg: 0.1894, s0.loss_cls: 0.1705, s0.acc: 93.8857, s0.loss_bbox: 0.0976, s0.loss_mask: 0.2014, s1.loss_cls: 0.0784, s1.acc: 94.3518, s1.loss_bbox: 0.1058, s1.loss_mask: 0.0945, s2.loss_cls: 0.0400, s2.acc: 94.2274, s2.loss_bbox: 0.0648, s2.loss_mask: 0.0440, loss: 1.1399 2022-06-06 02:43:07,695 - mmdet - INFO - Epoch [10][4200/7330] lr: 1.000e-04, eta: 3 days, 6:52:49, time: 1.473, data_time: 0.017, memory: 64785, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0289, loss_semantic_seg: 0.1937, s0.loss_cls: 0.1726, s0.acc: 93.9072, s0.loss_bbox: 0.0992, s0.loss_mask: 0.2111, s1.loss_cls: 0.0803, s1.acc: 94.3194, s1.loss_bbox: 0.1047, s1.loss_mask: 0.0986, s2.loss_cls: 0.0408, s2.acc: 94.1408, s2.loss_bbox: 0.0660, s2.loss_mask: 0.0467, loss: 1.1689 2022-06-06 02:44:20,645 - mmdet - INFO - Epoch [10][4250/7330] lr: 1.000e-04, eta: 3 days, 6:51:35, time: 1.459, data_time: 0.017, memory: 64785, loss_rpn_cls: 0.0245, loss_rpn_bbox: 0.0295, loss_semantic_seg: 0.1829, s0.loss_cls: 0.1645, s0.acc: 94.0161, s0.loss_bbox: 0.0960, s0.loss_mask: 0.2033, s1.loss_cls: 0.0756, s1.acc: 94.4522, s1.loss_bbox: 0.1031, s1.loss_mask: 0.0963, s2.loss_cls: 0.0382, s2.acc: 94.3051, s2.loss_bbox: 0.0644, s2.loss_mask: 0.0456, loss: 1.1240 2022-06-06 02:45:33,177 - mmdet - INFO - Epoch [10][4300/7330] lr: 1.000e-04, eta: 3 days, 6:50:19, time: 1.451, data_time: 0.016, memory: 64785, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0294, loss_semantic_seg: 0.2019, s0.loss_cls: 0.1719, s0.acc: 93.9924, s0.loss_bbox: 0.0970, s0.loss_mask: 0.2031, s1.loss_cls: 0.0800, s1.acc: 94.4405, s1.loss_bbox: 0.1045, s1.loss_mask: 0.0953, s2.loss_cls: 0.0408, s2.acc: 94.2010, s2.loss_bbox: 0.0651, s2.loss_mask: 0.0444, loss: 1.1553 2022-06-06 02:46:46,042 - mmdet - INFO - Epoch [10][4350/7330] lr: 1.000e-04, eta: 3 days, 6:49:05, time: 1.457, data_time: 0.016, memory: 64785, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0339, loss_semantic_seg: 0.1859, s0.loss_cls: 0.1793, s0.acc: 93.6089, s0.loss_bbox: 0.1035, s0.loss_mask: 0.2123, s1.loss_cls: 0.0840, s1.acc: 94.0559, s1.loss_bbox: 0.1104, s1.loss_mask: 0.0997, s2.loss_cls: 0.0426, s2.acc: 93.8669, s2.loss_bbox: 0.0697, s2.loss_mask: 0.0464, loss: 1.1913 2022-06-06 02:47:59,156 - mmdet - INFO - Epoch [10][4400/7330] lr: 1.000e-04, eta: 3 days, 6:47:51, time: 1.463, data_time: 0.017, memory: 64785, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0310, loss_semantic_seg: 0.1981, s0.loss_cls: 0.1798, s0.acc: 93.4998, s0.loss_bbox: 0.1003, s0.loss_mask: 0.2057, s1.loss_cls: 0.0837, s1.acc: 93.9514, s1.loss_bbox: 0.1092, s1.loss_mask: 0.0961, s2.loss_cls: 0.0426, s2.acc: 93.7699, s2.loss_bbox: 0.0690, s2.loss_mask: 0.0454, loss: 1.1868 2022-06-06 02:49:11,541 - mmdet - INFO - Epoch [10][4450/7330] lr: 1.000e-04, eta: 3 days, 6:46:35, time: 1.448, data_time: 0.015, memory: 64785, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0286, loss_semantic_seg: 0.1798, s0.loss_cls: 0.1717, s0.acc: 93.8252, s0.loss_bbox: 0.0987, s0.loss_mask: 0.2085, s1.loss_cls: 0.0804, s1.acc: 94.2659, s1.loss_bbox: 0.1065, s1.loss_mask: 0.0972, s2.loss_cls: 0.0402, s2.acc: 94.2577, s2.loss_bbox: 0.0659, s2.loss_mask: 0.0452, loss: 1.1454 2022-06-06 02:50:24,113 - mmdet - INFO - Epoch [10][4500/7330] lr: 1.000e-04, eta: 3 days, 6:45:20, time: 1.451, data_time: 0.013, memory: 64785, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0297, loss_semantic_seg: 0.1875, s0.loss_cls: 0.1771, s0.acc: 93.6892, s0.loss_bbox: 0.0990, s0.loss_mask: 0.2085, s1.loss_cls: 0.0826, s1.acc: 94.1144, s1.loss_bbox: 0.1053, s1.loss_mask: 0.0976, s2.loss_cls: 0.0416, s2.acc: 93.9231, s2.loss_bbox: 0.0653, s2.loss_mask: 0.0460, loss: 1.1664 2022-06-06 02:51:36,683 - mmdet - INFO - Epoch [10][4550/7330] lr: 1.000e-04, eta: 3 days, 6:44:05, time: 1.452, data_time: 0.017, memory: 64785, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0293, loss_semantic_seg: 0.1893, s0.loss_cls: 0.1665, s0.acc: 94.0251, s0.loss_bbox: 0.0950, s0.loss_mask: 0.2041, s1.loss_cls: 0.0766, s1.acc: 94.4825, s1.loss_bbox: 0.1018, s1.loss_mask: 0.0962, s2.loss_cls: 0.0388, s2.acc: 94.3394, s2.loss_bbox: 0.0648, s2.loss_mask: 0.0456, loss: 1.1351 2022-06-06 02:52:48,908 - mmdet - INFO - Epoch [10][4600/7330] lr: 1.000e-04, eta: 3 days, 6:42:48, time: 1.444, data_time: 0.019, memory: 64785, loss_rpn_cls: 0.0246, loss_rpn_bbox: 0.0328, loss_semantic_seg: 0.1865, s0.loss_cls: 0.1828, s0.acc: 93.3713, s0.loss_bbox: 0.1035, s0.loss_mask: 0.2063, s1.loss_cls: 0.0857, s1.acc: 93.8401, s1.loss_bbox: 0.1110, s1.loss_mask: 0.0969, s2.loss_cls: 0.0435, s2.acc: 93.5655, s2.loss_bbox: 0.0676, s2.loss_mask: 0.0456, loss: 1.1867 2022-06-06 02:54:00,392 - mmdet - INFO - Epoch [10][4650/7330] lr: 1.000e-04, eta: 3 days, 6:41:30, time: 1.430, data_time: 0.017, memory: 64785, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0275, loss_semantic_seg: 0.1931, s0.loss_cls: 0.1748, s0.acc: 93.8047, s0.loss_bbox: 0.0968, s0.loss_mask: 0.2104, s1.loss_cls: 0.0817, s1.acc: 94.1128, s1.loss_bbox: 0.1057, s1.loss_mask: 0.0988, s2.loss_cls: 0.0410, s2.acc: 94.0207, s2.loss_bbox: 0.0657, s2.loss_mask: 0.0463, loss: 1.1655 2022-06-06 02:55:13,108 - mmdet - INFO - Epoch [10][4700/7330] lr: 1.000e-04, eta: 3 days, 6:40:15, time: 1.454, data_time: 0.016, memory: 64785, loss_rpn_cls: 0.0241, loss_rpn_bbox: 0.0289, loss_semantic_seg: 0.1843, s0.loss_cls: 0.1871, s0.acc: 93.2175, s0.loss_bbox: 0.1039, s0.loss_mask: 0.2091, s1.loss_cls: 0.0888, s1.acc: 93.6866, s1.loss_bbox: 0.1105, s1.loss_mask: 0.0978, s2.loss_cls: 0.0452, s2.acc: 93.3876, s2.loss_bbox: 0.0680, s2.loss_mask: 0.0455, loss: 1.1931 2022-06-06 02:56:25,196 - mmdet - INFO - Epoch [10][4750/7330] lr: 1.000e-04, eta: 3 days, 6:38:59, time: 1.442, data_time: 0.016, memory: 64785, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0314, loss_semantic_seg: 0.1941, s0.loss_cls: 0.1886, s0.acc: 93.2026, s0.loss_bbox: 0.1063, s0.loss_mask: 0.2081, s1.loss_cls: 0.0882, s1.acc: 93.7019, s1.loss_bbox: 0.1145, s1.loss_mask: 0.0977, s2.loss_cls: 0.0448, s2.acc: 93.5736, s2.loss_bbox: 0.0710, s2.loss_mask: 0.0461, loss: 1.2156 2022-06-06 02:57:38,643 - mmdet - INFO - Epoch [10][4800/7330] lr: 1.000e-04, eta: 3 days, 6:37:46, time: 1.469, data_time: 0.016, memory: 64785, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0304, loss_semantic_seg: 0.1961, s0.loss_cls: 0.1850, s0.acc: 93.5256, s0.loss_bbox: 0.1005, s0.loss_mask: 0.2064, s1.loss_cls: 0.0863, s1.acc: 93.9425, s1.loss_bbox: 0.1086, s1.loss_mask: 0.0975, s2.loss_cls: 0.0430, s2.acc: 93.7887, s2.loss_bbox: 0.0675, s2.loss_mask: 0.0457, loss: 1.1929 2022-06-06 02:58:51,430 - mmdet - INFO - Epoch [10][4850/7330] lr: 1.000e-04, eta: 3 days, 6:36:31, time: 1.455, data_time: 0.015, memory: 64785, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0308, loss_semantic_seg: 0.1854, s0.loss_cls: 0.1824, s0.acc: 93.4607, s0.loss_bbox: 0.1039, s0.loss_mask: 0.2078, s1.loss_cls: 0.0864, s1.acc: 93.7833, s1.loss_bbox: 0.1089, s1.loss_mask: 0.0962, s2.loss_cls: 0.0446, s2.acc: 93.4928, s2.loss_bbox: 0.0672, s2.loss_mask: 0.0446, loss: 1.1855 2022-06-06 03:00:05,177 - mmdet - INFO - Epoch [10][4900/7330] lr: 1.000e-04, eta: 3 days, 6:35:19, time: 1.475, data_time: 0.017, memory: 64785, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0288, loss_semantic_seg: 0.1961, s0.loss_cls: 0.1688, s0.acc: 93.9368, s0.loss_bbox: 0.0982, s0.loss_mask: 0.2023, s1.loss_cls: 0.0788, s1.acc: 94.3168, s1.loss_bbox: 0.1055, s1.loss_mask: 0.0951, s2.loss_cls: 0.0394, s2.acc: 94.1667, s2.loss_bbox: 0.0667, s2.loss_mask: 0.0448, loss: 1.1488 2022-06-06 03:01:17,814 - mmdet - INFO - Epoch [10][4950/7330] lr: 1.000e-04, eta: 3 days, 6:34:04, time: 1.453, data_time: 0.018, memory: 64785, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0280, loss_semantic_seg: 0.1882, s0.loss_cls: 0.1757, s0.acc: 93.7827, s0.loss_bbox: 0.0991, s0.loss_mask: 0.2059, s1.loss_cls: 0.0823, s1.acc: 94.1779, s1.loss_bbox: 0.1074, s1.loss_mask: 0.0965, s2.loss_cls: 0.0412, s2.acc: 93.8941, s2.loss_bbox: 0.0671, s2.loss_mask: 0.0454, loss: 1.1579 2022-06-06 03:02:30,142 - mmdet - INFO - Epoch [10][5000/7330] lr: 1.000e-04, eta: 3 days, 6:32:48, time: 1.447, data_time: 0.015, memory: 64785, loss_rpn_cls: 0.0246, loss_rpn_bbox: 0.0299, loss_semantic_seg: 0.1943, s0.loss_cls: 0.1870, s0.acc: 93.4966, s0.loss_bbox: 0.1023, s0.loss_mask: 0.2119, s1.loss_cls: 0.0883, s1.acc: 93.8676, s1.loss_bbox: 0.1107, s1.loss_mask: 0.0994, s2.loss_cls: 0.0441, s2.acc: 93.8153, s2.loss_bbox: 0.0689, s2.loss_mask: 0.0460, loss: 1.2074 2022-06-06 03:03:43,309 - mmdet - INFO - Epoch [10][5050/7330] lr: 1.000e-04, eta: 3 days, 6:31:34, time: 1.463, data_time: 0.015, memory: 64785, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0314, loss_semantic_seg: 0.1894, s0.loss_cls: 0.1819, s0.acc: 93.5569, s0.loss_bbox: 0.1018, s0.loss_mask: 0.2026, s1.loss_cls: 0.0862, s1.acc: 93.8416, s1.loss_bbox: 0.1083, s1.loss_mask: 0.0949, s2.loss_cls: 0.0436, s2.acc: 93.6372, s2.loss_bbox: 0.0667, s2.loss_mask: 0.0445, loss: 1.1739 2022-06-06 03:04:56,648 - mmdet - INFO - Epoch [10][5100/7330] lr: 1.000e-04, eta: 3 days, 6:30:21, time: 1.467, data_time: 0.021, memory: 64785, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0312, loss_semantic_seg: 0.1853, s0.loss_cls: 0.1800, s0.acc: 93.3923, s0.loss_bbox: 0.1039, s0.loss_mask: 0.2187, s1.loss_cls: 0.0847, s1.acc: 93.7905, s1.loss_bbox: 0.1121, s1.loss_mask: 0.1030, s2.loss_cls: 0.0430, s2.acc: 93.5759, s2.loss_bbox: 0.0688, s2.loss_mask: 0.0485, loss: 1.2048 2022-06-06 03:06:09,779 - mmdet - INFO - Epoch [10][5150/7330] lr: 1.000e-04, eta: 3 days, 6:29:08, time: 1.463, data_time: 0.019, memory: 64785, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0300, loss_semantic_seg: 0.1952, s0.loss_cls: 0.1846, s0.acc: 93.4163, s0.loss_bbox: 0.1046, s0.loss_mask: 0.2150, s1.loss_cls: 0.0869, s1.acc: 93.8024, s1.loss_bbox: 0.1110, s1.loss_mask: 0.1013, s2.loss_cls: 0.0448, s2.acc: 93.6446, s2.loss_bbox: 0.0694, s2.loss_mask: 0.0473, loss: 1.2156 2022-06-06 03:07:22,298 - mmdet - INFO - Epoch [10][5200/7330] lr: 1.000e-04, eta: 3 days, 6:27:52, time: 1.450, data_time: 0.019, memory: 64785, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0281, loss_semantic_seg: 0.1975, s0.loss_cls: 0.1742, s0.acc: 93.7896, s0.loss_bbox: 0.0979, s0.loss_mask: 0.2061, s1.loss_cls: 0.0820, s1.acc: 94.0919, s1.loss_bbox: 0.1040, s1.loss_mask: 0.0965, s2.loss_cls: 0.0412, s2.acc: 93.9873, s2.loss_bbox: 0.0637, s2.loss_mask: 0.0452, loss: 1.1636 2022-06-06 03:08:34,651 - mmdet - INFO - Epoch [10][5250/7330] lr: 1.000e-04, eta: 3 days, 6:26:36, time: 1.447, data_time: 0.015, memory: 64785, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0300, loss_semantic_seg: 0.1907, s0.loss_cls: 0.1645, s0.acc: 94.1228, s0.loss_bbox: 0.0979, s0.loss_mask: 0.2078, s1.loss_cls: 0.0758, s1.acc: 94.5660, s1.loss_bbox: 0.1029, s1.loss_mask: 0.0974, s2.loss_cls: 0.0385, s2.acc: 94.4407, s2.loss_bbox: 0.0641, s2.loss_mask: 0.0456, loss: 1.1387 2022-06-06 03:09:48,161 - mmdet - INFO - Epoch [10][5300/7330] lr: 1.000e-04, eta: 3 days, 6:25:24, time: 1.470, data_time: 0.012, memory: 64785, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0306, loss_semantic_seg: 0.1924, s0.loss_cls: 0.1759, s0.acc: 93.7100, s0.loss_bbox: 0.1014, s0.loss_mask: 0.2058, s1.loss_cls: 0.0835, s1.acc: 94.0879, s1.loss_bbox: 0.1062, s1.loss_mask: 0.0969, s2.loss_cls: 0.0420, s2.acc: 93.8641, s2.loss_bbox: 0.0671, s2.loss_mask: 0.0457, loss: 1.1708 2022-06-06 03:11:01,623 - mmdet - INFO - Epoch [10][5350/7330] lr: 1.000e-04, eta: 3 days, 6:24:11, time: 1.469, data_time: 0.014, memory: 64785, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0304, loss_semantic_seg: 0.1951, s0.loss_cls: 0.1768, s0.acc: 93.7244, s0.loss_bbox: 0.1006, s0.loss_mask: 0.2066, s1.loss_cls: 0.0823, s1.acc: 94.1783, s1.loss_bbox: 0.1055, s1.loss_mask: 0.0960, s2.loss_cls: 0.0415, s2.acc: 94.0834, s2.loss_bbox: 0.0647, s2.loss_mask: 0.0451, loss: 1.1669 2022-06-06 03:12:14,310 - mmdet - INFO - Epoch [10][5400/7330] lr: 1.000e-04, eta: 3 days, 6:22:56, time: 1.454, data_time: 0.015, memory: 64785, loss_rpn_cls: 0.0244, loss_rpn_bbox: 0.0295, loss_semantic_seg: 0.1948, s0.loss_cls: 0.1662, s0.acc: 94.0044, s0.loss_bbox: 0.0959, s0.loss_mask: 0.2052, s1.loss_cls: 0.0774, s1.acc: 94.3904, s1.loss_bbox: 0.1033, s1.loss_mask: 0.0962, s2.loss_cls: 0.0401, s2.acc: 94.1333, s2.loss_bbox: 0.0658, s2.loss_mask: 0.0451, loss: 1.1439 2022-06-06 03:13:27,329 - mmdet - INFO - Epoch [10][5450/7330] lr: 1.000e-04, eta: 3 days, 6:21:42, time: 1.460, data_time: 0.013, memory: 64785, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0296, loss_semantic_seg: 0.1980, s0.loss_cls: 0.1741, s0.acc: 93.7520, s0.loss_bbox: 0.1024, s0.loss_mask: 0.2090, s1.loss_cls: 0.0806, s1.acc: 94.1529, s1.loss_bbox: 0.1058, s1.loss_mask: 0.0972, s2.loss_cls: 0.0408, s2.acc: 93.8753, s2.loss_bbox: 0.0658, s2.loss_mask: 0.0457, loss: 1.1726 2022-06-06 03:14:40,224 - mmdet - INFO - Epoch [10][5500/7330] lr: 1.000e-04, eta: 3 days, 6:20:28, time: 1.458, data_time: 0.016, memory: 64785, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0300, loss_semantic_seg: 0.1966, s0.loss_cls: 0.1735, s0.acc: 93.7322, s0.loss_bbox: 0.0959, s0.loss_mask: 0.2019, s1.loss_cls: 0.0817, s1.acc: 94.1920, s1.loss_bbox: 0.1038, s1.loss_mask: 0.0949, s2.loss_cls: 0.0412, s2.acc: 94.0523, s2.loss_bbox: 0.0654, s2.loss_mask: 0.0445, loss: 1.1530 2022-06-06 03:15:52,529 - mmdet - INFO - Epoch [10][5550/7330] lr: 1.000e-04, eta: 3 days, 6:19:12, time: 1.446, data_time: 0.015, memory: 64785, loss_rpn_cls: 0.0233, loss_rpn_bbox: 0.0293, loss_semantic_seg: 0.1930, s0.loss_cls: 0.1728, s0.acc: 93.8052, s0.loss_bbox: 0.0997, s0.loss_mask: 0.2070, s1.loss_cls: 0.0805, s1.acc: 94.2573, s1.loss_bbox: 0.1087, s1.loss_mask: 0.0965, s2.loss_cls: 0.0410, s2.acc: 94.0222, s2.loss_bbox: 0.0687, s2.loss_mask: 0.0456, loss: 1.1663 2022-06-06 03:17:04,533 - mmdet - INFO - Epoch [10][5600/7330] lr: 1.000e-04, eta: 3 days, 6:17:55, time: 1.440, data_time: 0.016, memory: 64785, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0302, loss_semantic_seg: 0.1892, s0.loss_cls: 0.1808, s0.acc: 93.5310, s0.loss_bbox: 0.1024, s0.loss_mask: 0.2096, s1.loss_cls: 0.0861, s1.acc: 93.9290, s1.loss_bbox: 0.1110, s1.loss_mask: 0.0988, s2.loss_cls: 0.0433, s2.acc: 93.6763, s2.loss_bbox: 0.0682, s2.loss_mask: 0.0462, loss: 1.1918 2022-06-06 03:18:18,363 - mmdet - INFO - Epoch [10][5650/7330] lr: 1.000e-04, eta: 3 days, 6:16:43, time: 1.477, data_time: 0.013, memory: 64785, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0309, loss_semantic_seg: 0.1922, s0.loss_cls: 0.1753, s0.acc: 93.6721, s0.loss_bbox: 0.1016, s0.loss_mask: 0.2053, s1.loss_cls: 0.0828, s1.acc: 93.9847, s1.loss_bbox: 0.1083, s1.loss_mask: 0.0964, s2.loss_cls: 0.0419, s2.acc: 93.8131, s2.loss_bbox: 0.0676, s2.loss_mask: 0.0451, loss: 1.1721 2022-06-06 03:19:30,907 - mmdet - INFO - Epoch [10][5700/7330] lr: 1.000e-04, eta: 3 days, 6:15:28, time: 1.451, data_time: 0.014, memory: 64785, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0298, loss_semantic_seg: 0.1883, s0.loss_cls: 0.1657, s0.acc: 94.0518, s0.loss_bbox: 0.0954, s0.loss_mask: 0.2006, s1.loss_cls: 0.0768, s1.acc: 94.5079, s1.loss_bbox: 0.1017, s1.loss_mask: 0.0947, s2.loss_cls: 0.0390, s2.acc: 94.2749, s2.loss_bbox: 0.0643, s2.loss_mask: 0.0447, loss: 1.1271 2022-06-06 03:20:44,673 - mmdet - INFO - Epoch [10][5750/7330] lr: 1.000e-04, eta: 3 days, 6:14:16, time: 1.473, data_time: 0.015, memory: 64785, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0307, loss_semantic_seg: 0.1906, s0.loss_cls: 0.1671, s0.acc: 93.9312, s0.loss_bbox: 0.0984, s0.loss_mask: 0.2079, s1.loss_cls: 0.0789, s1.acc: 94.3133, s1.loss_bbox: 0.1060, s1.loss_mask: 0.0980, s2.loss_cls: 0.0407, s2.acc: 94.0216, s2.loss_bbox: 0.0663, s2.loss_mask: 0.0461, loss: 1.1513 2022-06-06 03:21:56,960 - mmdet - INFO - Epoch [10][5800/7330] lr: 1.000e-04, eta: 3 days, 6:13:00, time: 1.447, data_time: 0.015, memory: 64785, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0314, loss_semantic_seg: 0.1865, s0.loss_cls: 0.1644, s0.acc: 94.1616, s0.loss_bbox: 0.0966, s0.loss_mask: 0.2053, s1.loss_cls: 0.0772, s1.acc: 94.5365, s1.loss_bbox: 0.1031, s1.loss_mask: 0.0964, s2.loss_cls: 0.0389, s2.acc: 94.4196, s2.loss_bbox: 0.0651, s2.loss_mask: 0.0453, loss: 1.1345 2022-06-06 03:23:09,630 - mmdet - INFO - Epoch [10][5850/7330] lr: 1.000e-04, eta: 3 days, 6:11:45, time: 1.453, data_time: 0.014, memory: 64785, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0300, loss_semantic_seg: 0.1974, s0.loss_cls: 0.1753, s0.acc: 93.8198, s0.loss_bbox: 0.0978, s0.loss_mask: 0.2071, s1.loss_cls: 0.0819, s1.acc: 94.1892, s1.loss_bbox: 0.1062, s1.loss_mask: 0.0964, s2.loss_cls: 0.0415, s2.acc: 93.9418, s2.loss_bbox: 0.0684, s2.loss_mask: 0.0454, loss: 1.1735 2022-06-06 03:24:22,581 - mmdet - INFO - Epoch [10][5900/7330] lr: 1.000e-04, eta: 3 days, 6:10:31, time: 1.460, data_time: 0.015, memory: 64785, loss_rpn_cls: 0.0241, loss_rpn_bbox: 0.0284, loss_semantic_seg: 0.2022, s0.loss_cls: 0.1731, s0.acc: 93.8369, s0.loss_bbox: 0.0980, s0.loss_mask: 0.2033, s1.loss_cls: 0.0813, s1.acc: 94.2119, s1.loss_bbox: 0.1043, s1.loss_mask: 0.0965, s2.loss_cls: 0.0411, s2.acc: 94.0410, s2.loss_bbox: 0.0666, s2.loss_mask: 0.0454, loss: 1.1643 2022-06-06 03:25:36,123 - mmdet - INFO - Epoch [10][5950/7330] lr: 1.000e-04, eta: 3 days, 6:09:18, time: 1.471, data_time: 0.013, memory: 64785, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0313, loss_semantic_seg: 0.1898, s0.loss_cls: 0.1652, s0.acc: 94.0540, s0.loss_bbox: 0.0952, s0.loss_mask: 0.2006, s1.loss_cls: 0.0773, s1.acc: 94.5080, s1.loss_bbox: 0.1005, s1.loss_mask: 0.0938, s2.loss_cls: 0.0396, s2.acc: 94.3199, s2.loss_bbox: 0.0623, s2.loss_mask: 0.0442, loss: 1.1251 2022-06-06 03:26:48,130 - mmdet - INFO - Epoch [10][6000/7330] lr: 1.000e-04, eta: 3 days, 6:08:01, time: 1.440, data_time: 0.016, memory: 64785, loss_rpn_cls: 0.0241, loss_rpn_bbox: 0.0295, loss_semantic_seg: 0.1817, s0.loss_cls: 0.1591, s0.acc: 94.2073, s0.loss_bbox: 0.0944, s0.loss_mask: 0.2008, s1.loss_cls: 0.0740, s1.acc: 94.6000, s1.loss_bbox: 0.0984, s1.loss_mask: 0.0936, s2.loss_cls: 0.0380, s2.acc: 94.3384, s2.loss_bbox: 0.0614, s2.loss_mask: 0.0442, loss: 1.0990 2022-06-06 03:28:00,855 - mmdet - INFO - Epoch [10][6050/7330] lr: 1.000e-04, eta: 3 days, 6:06:47, time: 1.454, data_time: 0.016, memory: 64785, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0269, loss_semantic_seg: 0.1954, s0.loss_cls: 0.1597, s0.acc: 94.4065, s0.loss_bbox: 0.0913, s0.loss_mask: 0.1994, s1.loss_cls: 0.0735, s1.acc: 94.8879, s1.loss_bbox: 0.0988, s1.loss_mask: 0.0945, s2.loss_cls: 0.0371, s2.acc: 94.6996, s2.loss_bbox: 0.0628, s2.loss_mask: 0.0448, loss: 1.1076 2022-06-06 03:29:13,741 - mmdet - INFO - Epoch [10][6100/7330] lr: 1.000e-04, eta: 3 days, 6:05:32, time: 1.458, data_time: 0.018, memory: 64785, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0283, loss_semantic_seg: 0.1968, s0.loss_cls: 0.1742, s0.acc: 93.7715, s0.loss_bbox: 0.1009, s0.loss_mask: 0.2043, s1.loss_cls: 0.0799, s1.acc: 94.2526, s1.loss_bbox: 0.1053, s1.loss_mask: 0.0958, s2.loss_cls: 0.0408, s2.acc: 94.0216, s2.loss_bbox: 0.0644, s2.loss_mask: 0.0449, loss: 1.1595 2022-06-06 03:30:26,749 - mmdet - INFO - Epoch [10][6150/7330] lr: 1.000e-04, eta: 3 days, 6:04:18, time: 1.460, data_time: 0.017, memory: 64785, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0301, loss_semantic_seg: 0.1941, s0.loss_cls: 0.1770, s0.acc: 93.5649, s0.loss_bbox: 0.1036, s0.loss_mask: 0.2092, s1.loss_cls: 0.0827, s1.acc: 94.0534, s1.loss_bbox: 0.1099, s1.loss_mask: 0.0984, s2.loss_cls: 0.0418, s2.acc: 93.8206, s2.loss_bbox: 0.0667, s2.loss_mask: 0.0461, loss: 1.1818 2022-06-06 03:31:40,181 - mmdet - INFO - Epoch [10][6200/7330] lr: 1.000e-04, eta: 3 days, 6:03:05, time: 1.469, data_time: 0.014, memory: 64785, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0276, loss_semantic_seg: 0.1890, s0.loss_cls: 0.1754, s0.acc: 93.7676, s0.loss_bbox: 0.0996, s0.loss_mask: 0.2102, s1.loss_cls: 0.0828, s1.acc: 94.1158, s1.loss_bbox: 0.1087, s1.loss_mask: 0.0990, s2.loss_cls: 0.0417, s2.acc: 93.9313, s2.loss_bbox: 0.0685, s2.loss_mask: 0.0466, loss: 1.1716 2022-06-06 03:32:53,431 - mmdet - INFO - Epoch [10][6250/7330] lr: 1.000e-04, eta: 3 days, 6:01:52, time: 1.465, data_time: 0.016, memory: 64785, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0292, loss_semantic_seg: 0.1934, s0.loss_cls: 0.1809, s0.acc: 93.6963, s0.loss_bbox: 0.0986, s0.loss_mask: 0.2067, s1.loss_cls: 0.0838, s1.acc: 94.1822, s1.loss_bbox: 0.1039, s1.loss_mask: 0.0960, s2.loss_cls: 0.0421, s2.acc: 94.0202, s2.loss_bbox: 0.0654, s2.loss_mask: 0.0451, loss: 1.1693 2022-06-06 03:34:07,609 - mmdet - INFO - Epoch [10][6300/7330] lr: 1.000e-04, eta: 3 days, 6:00:41, time: 1.484, data_time: 0.014, memory: 64785, loss_rpn_cls: 0.0238, loss_rpn_bbox: 0.0307, loss_semantic_seg: 0.1979, s0.loss_cls: 0.1758, s0.acc: 93.6499, s0.loss_bbox: 0.1033, s0.loss_mask: 0.2077, s1.loss_cls: 0.0825, s1.acc: 94.0594, s1.loss_bbox: 0.1119, s1.loss_mask: 0.0979, s2.loss_cls: 0.0419, s2.acc: 93.7857, s2.loss_bbox: 0.0704, s2.loss_mask: 0.0461, loss: 1.1898 2022-06-06 03:35:19,965 - mmdet - INFO - Epoch [10][6350/7330] lr: 1.000e-04, eta: 3 days, 5:59:25, time: 1.447, data_time: 0.015, memory: 64785, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0297, loss_semantic_seg: 0.1897, s0.loss_cls: 0.1705, s0.acc: 93.9624, s0.loss_bbox: 0.0942, s0.loss_mask: 0.1971, s1.loss_cls: 0.0783, s1.acc: 94.4756, s1.loss_bbox: 0.1007, s1.loss_mask: 0.0926, s2.loss_cls: 0.0401, s2.acc: 94.2486, s2.loss_bbox: 0.0650, s2.loss_mask: 0.0439, loss: 1.1252 2022-06-06 03:36:33,305 - mmdet - INFO - Epoch [10][6400/7330] lr: 1.000e-04, eta: 3 days, 5:58:12, time: 1.467, data_time: 0.012, memory: 64785, loss_rpn_cls: 0.0251, loss_rpn_bbox: 0.0293, loss_semantic_seg: 0.1886, s0.loss_cls: 0.1727, s0.acc: 93.8003, s0.loss_bbox: 0.0997, s0.loss_mask: 0.2032, s1.loss_cls: 0.0810, s1.acc: 94.1238, s1.loss_bbox: 0.1079, s1.loss_mask: 0.0950, s2.loss_cls: 0.0415, s2.acc: 93.9124, s2.loss_bbox: 0.0671, s2.loss_mask: 0.0447, loss: 1.1558 2022-06-06 03:37:46,896 - mmdet - INFO - Epoch [10][6450/7330] lr: 1.000e-04, eta: 3 days, 5:57:00, time: 1.472, data_time: 0.016, memory: 64785, loss_rpn_cls: 0.0245, loss_rpn_bbox: 0.0301, loss_semantic_seg: 0.1901, s0.loss_cls: 0.1702, s0.acc: 93.7595, s0.loss_bbox: 0.0985, s0.loss_mask: 0.2048, s1.loss_cls: 0.0795, s1.acc: 94.1778, s1.loss_bbox: 0.1048, s1.loss_mask: 0.0955, s2.loss_cls: 0.0402, s2.acc: 94.0025, s2.loss_bbox: 0.0661, s2.loss_mask: 0.0450, loss: 1.1493 2022-06-06 03:38:58,790 - mmdet - INFO - Epoch [10][6500/7330] lr: 1.000e-04, eta: 3 days, 5:55:43, time: 1.438, data_time: 0.016, memory: 64785, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0282, loss_semantic_seg: 0.1976, s0.loss_cls: 0.1754, s0.acc: 93.8667, s0.loss_bbox: 0.0969, s0.loss_mask: 0.2031, s1.loss_cls: 0.0806, s1.acc: 94.3853, s1.loss_bbox: 0.1055, s1.loss_mask: 0.0950, s2.loss_cls: 0.0404, s2.acc: 94.2010, s2.loss_bbox: 0.0664, s2.loss_mask: 0.0444, loss: 1.1561 2022-06-06 03:40:11,102 - mmdet - INFO - Epoch [10][6550/7330] lr: 1.000e-04, eta: 3 days, 5:54:27, time: 1.446, data_time: 0.016, memory: 64785, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0300, loss_semantic_seg: 0.1884, s0.loss_cls: 0.1720, s0.acc: 93.8831, s0.loss_bbox: 0.0986, s0.loss_mask: 0.2006, s1.loss_cls: 0.0789, s1.acc: 94.3930, s1.loss_bbox: 0.1038, s1.loss_mask: 0.0934, s2.loss_cls: 0.0400, s2.acc: 94.1799, s2.loss_bbox: 0.0637, s2.loss_mask: 0.0439, loss: 1.1372 2022-06-06 03:41:23,928 - mmdet - INFO - Epoch [10][6600/7330] lr: 1.000e-04, eta: 3 days, 5:53:12, time: 1.456, data_time: 0.015, memory: 64785, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0296, loss_semantic_seg: 0.1943, s0.loss_cls: 0.1786, s0.acc: 93.8064, s0.loss_bbox: 0.1004, s0.loss_mask: 0.2079, s1.loss_cls: 0.0835, s1.acc: 94.1874, s1.loss_bbox: 0.1062, s1.loss_mask: 0.0975, s2.loss_cls: 0.0422, s2.acc: 93.9824, s2.loss_bbox: 0.0667, s2.loss_mask: 0.0455, loss: 1.1779 2022-06-06 03:42:36,527 - mmdet - INFO - Epoch [10][6650/7330] lr: 1.000e-04, eta: 3 days, 5:51:57, time: 1.452, data_time: 0.016, memory: 64785, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0297, loss_semantic_seg: 0.1908, s0.loss_cls: 0.1713, s0.acc: 93.8591, s0.loss_bbox: 0.1012, s0.loss_mask: 0.2111, s1.loss_cls: 0.0790, s1.acc: 94.2594, s1.loss_bbox: 0.1063, s1.loss_mask: 0.0982, s2.loss_cls: 0.0403, s2.acc: 94.1084, s2.loss_bbox: 0.0662, s2.loss_mask: 0.0460, loss: 1.1655 2022-06-06 03:43:50,181 - mmdet - INFO - Epoch [10][6700/7330] lr: 1.000e-04, eta: 3 days, 5:50:45, time: 1.473, data_time: 0.013, memory: 64785, loss_rpn_cls: 0.0241, loss_rpn_bbox: 0.0288, loss_semantic_seg: 0.2011, s0.loss_cls: 0.1677, s0.acc: 93.9277, s0.loss_bbox: 0.0996, s0.loss_mask: 0.2065, s1.loss_cls: 0.0777, s1.acc: 94.3268, s1.loss_bbox: 0.1073, s1.loss_mask: 0.0967, s2.loss_cls: 0.0397, s2.acc: 94.0942, s2.loss_bbox: 0.0658, s2.loss_mask: 0.0448, loss: 1.1599 2022-06-06 03:45:02,990 - mmdet - INFO - Epoch [10][6750/7330] lr: 1.000e-04, eta: 3 days, 5:49:30, time: 1.454, data_time: 0.016, memory: 64785, loss_rpn_cls: 0.0251, loss_rpn_bbox: 0.0280, loss_semantic_seg: 0.1910, s0.loss_cls: 0.1834, s0.acc: 93.5049, s0.loss_bbox: 0.1035, s0.loss_mask: 0.2090, s1.loss_cls: 0.0846, s1.acc: 93.9878, s1.loss_bbox: 0.1114, s1.loss_mask: 0.0974, s2.loss_cls: 0.0427, s2.acc: 93.7602, s2.loss_bbox: 0.0704, s2.loss_mask: 0.0461, loss: 1.1926 2022-06-06 03:46:15,615 - mmdet - INFO - Epoch [10][6800/7330] lr: 1.000e-04, eta: 3 days, 5:48:16, time: 1.454, data_time: 0.015, memory: 64785, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0272, loss_semantic_seg: 0.1888, s0.loss_cls: 0.1729, s0.acc: 93.7434, s0.loss_bbox: 0.0981, s0.loss_mask: 0.2009, s1.loss_cls: 0.0812, s1.acc: 94.0952, s1.loss_bbox: 0.1063, s1.loss_mask: 0.0935, s2.loss_cls: 0.0411, s2.acc: 93.9085, s2.loss_bbox: 0.0652, s2.loss_mask: 0.0437, loss: 1.1402 2022-06-06 03:47:29,461 - mmdet - INFO - Epoch [10][6850/7330] lr: 1.000e-04, eta: 3 days, 5:47:04, time: 1.477, data_time: 0.017, memory: 64785, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0297, loss_semantic_seg: 0.1901, s0.loss_cls: 0.1690, s0.acc: 93.9553, s0.loss_bbox: 0.0995, s0.loss_mask: 0.2020, s1.loss_cls: 0.0786, s1.acc: 94.3335, s1.loss_bbox: 0.1063, s1.loss_mask: 0.0949, s2.loss_cls: 0.0408, s2.acc: 93.9903, s2.loss_bbox: 0.0665, s2.loss_mask: 0.0451, loss: 1.1454 2022-06-06 03:48:41,353 - mmdet - INFO - Epoch [10][6900/7330] lr: 1.000e-04, eta: 3 days, 5:45:47, time: 1.438, data_time: 0.016, memory: 64785, loss_rpn_cls: 0.0234, loss_rpn_bbox: 0.0285, loss_semantic_seg: 0.1838, s0.loss_cls: 0.1621, s0.acc: 94.0396, s0.loss_bbox: 0.0959, s0.loss_mask: 0.1997, s1.loss_cls: 0.0765, s1.acc: 94.3556, s1.loss_bbox: 0.1045, s1.loss_mask: 0.0940, s2.loss_cls: 0.0391, s2.acc: 94.1611, s2.loss_bbox: 0.0658, s2.loss_mask: 0.0445, loss: 1.1178 2022-06-06 03:49:54,076 - mmdet - INFO - Epoch [10][6950/7330] lr: 1.000e-04, eta: 3 days, 5:44:32, time: 1.454, data_time: 0.013, memory: 64785, loss_rpn_cls: 0.0249, loss_rpn_bbox: 0.0300, loss_semantic_seg: 0.1788, s0.loss_cls: 0.1684, s0.acc: 94.0615, s0.loss_bbox: 0.0976, s0.loss_mask: 0.2067, s1.loss_cls: 0.0786, s1.acc: 94.4232, s1.loss_bbox: 0.1037, s1.loss_mask: 0.0963, s2.loss_cls: 0.0395, s2.acc: 94.3370, s2.loss_bbox: 0.0633, s2.loss_mask: 0.0450, loss: 1.1328 2022-06-06 03:51:07,077 - mmdet - INFO - Epoch [10][7000/7330] lr: 1.000e-04, eta: 3 days, 5:43:18, time: 1.460, data_time: 0.015, memory: 64785, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0296, loss_semantic_seg: 0.1922, s0.loss_cls: 0.1664, s0.acc: 94.0679, s0.loss_bbox: 0.0941, s0.loss_mask: 0.1993, s1.loss_cls: 0.0772, s1.acc: 94.5189, s1.loss_bbox: 0.0992, s1.loss_mask: 0.0933, s2.loss_cls: 0.0387, s2.acc: 94.3581, s2.loss_bbox: 0.0630, s2.loss_mask: 0.0435, loss: 1.1194 2022-06-06 03:52:19,168 - mmdet - INFO - Epoch [10][7050/7330] lr: 1.000e-04, eta: 3 days, 5:42:02, time: 1.441, data_time: 0.016, memory: 64785, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0294, loss_semantic_seg: 0.1894, s0.loss_cls: 0.1566, s0.acc: 94.3828, s0.loss_bbox: 0.0940, s0.loss_mask: 0.2049, s1.loss_cls: 0.0723, s1.acc: 94.8940, s1.loss_bbox: 0.1023, s1.loss_mask: 0.0962, s2.loss_cls: 0.0374, s2.acc: 94.5728, s2.loss_bbox: 0.0641, s2.loss_mask: 0.0450, loss: 1.1144 2022-06-06 03:53:32,158 - mmdet - INFO - Epoch [10][7100/7330] lr: 1.000e-04, eta: 3 days, 5:40:48, time: 1.460, data_time: 0.015, memory: 64785, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0309, loss_semantic_seg: 0.1896, s0.loss_cls: 0.1704, s0.acc: 93.9055, s0.loss_bbox: 0.0975, s0.loss_mask: 0.2035, s1.loss_cls: 0.0790, s1.acc: 94.4031, s1.loss_bbox: 0.1021, s1.loss_mask: 0.0952, s2.loss_cls: 0.0397, s2.acc: 94.2703, s2.loss_bbox: 0.0650, s2.loss_mask: 0.0449, loss: 1.1400 2022-06-06 03:54:45,090 - mmdet - INFO - Epoch [10][7150/7330] lr: 1.000e-04, eta: 3 days, 5:39:33, time: 1.459, data_time: 0.014, memory: 64785, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0301, loss_semantic_seg: 0.1935, s0.loss_cls: 0.1726, s0.acc: 93.7427, s0.loss_bbox: 0.0997, s0.loss_mask: 0.2003, s1.loss_cls: 0.0805, s1.acc: 94.2313, s1.loss_bbox: 0.1063, s1.loss_mask: 0.0941, s2.loss_cls: 0.0411, s2.acc: 93.9940, s2.loss_bbox: 0.0667, s2.loss_mask: 0.0442, loss: 1.1538 2022-06-06 03:55:58,135 - mmdet - INFO - Epoch [10][7200/7330] lr: 1.000e-04, eta: 3 days, 5:38:20, time: 1.461, data_time: 0.014, memory: 64785, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0321, loss_semantic_seg: 0.1966, s0.loss_cls: 0.1829, s0.acc: 93.4194, s0.loss_bbox: 0.1032, s0.loss_mask: 0.2098, s1.loss_cls: 0.0855, s1.acc: 93.8672, s1.loss_bbox: 0.1112, s1.loss_mask: 0.0985, s2.loss_cls: 0.0430, s2.acc: 93.7761, s2.loss_bbox: 0.0705, s2.loss_mask: 0.0465, loss: 1.2037 2022-06-06 03:57:08,963 - mmdet - INFO - Epoch [10][7250/7330] lr: 1.000e-04, eta: 3 days, 5:37:00, time: 1.417, data_time: 0.015, memory: 64785, loss_rpn_cls: 0.0249, loss_rpn_bbox: 0.0303, loss_semantic_seg: 0.1878, s0.loss_cls: 0.1839, s0.acc: 93.4751, s0.loss_bbox: 0.1042, s0.loss_mask: 0.2059, s1.loss_cls: 0.0861, s1.acc: 93.9507, s1.loss_bbox: 0.1084, s1.loss_mask: 0.0967, s2.loss_cls: 0.0443, s2.acc: 93.6840, s2.loss_bbox: 0.0671, s2.loss_mask: 0.0454, loss: 1.1850 2022-06-06 03:58:20,150 - mmdet - INFO - Epoch [10][7300/7330] lr: 1.000e-04, eta: 3 days, 5:35:41, time: 1.424, data_time: 0.016, memory: 64785, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0264, loss_semantic_seg: 0.1997, s0.loss_cls: 0.1800, s0.acc: 93.6438, s0.loss_bbox: 0.1001, s0.loss_mask: 0.2108, s1.loss_cls: 0.0857, s1.acc: 94.0566, s1.loss_bbox: 0.1087, s1.loss_mask: 0.0993, s2.loss_cls: 0.0439, s2.acc: 93.7250, s2.loss_bbox: 0.0678, s2.loss_mask: 0.0468, loss: 1.1910 2022-06-06 03:59:21,037 - mmdet - INFO - Saving checkpoint at 10 epochs 2022-06-06 04:04:12,124 - mmdet - INFO - Evaluating bbox... 2022-06-06 04:05:02,873 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.543 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.736 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.603 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.392 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.585 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.667 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.716 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.716 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.716 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.561 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.759 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.840 2022-06-06 04:05:02,874 - mmdet - INFO - Evaluating segm... 2022-06-06 04:06:00,903 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.474 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.712 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.520 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.290 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.509 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.650 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.624 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.624 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.624 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.467 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.665 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.761 2022-06-06 04:06:01,992 - mmdet - INFO - Exp name: htc++_beit_adapter_v2_large_fpn_3x_coco.py 2022-06-06 04:06:01,994 - mmdet - INFO - Epoch(val) [10][313] bbox_mAP: 0.5430, bbox_mAP_50: 0.7360, bbox_mAP_75: 0.6030, bbox_mAP_s: 0.3920, bbox_mAP_m: 0.5850, bbox_mAP_l: 0.6670, bbox_mAP_copypaste: 0.543 0.736 0.603 0.392 0.585 0.667, segm_mAP: 0.4740, segm_mAP_50: 0.7120, segm_mAP_75: 0.5200, segm_mAP_s: 0.2900, segm_mAP_m: 0.5090, segm_mAP_l: 0.6500, segm_mAP_copypaste: 0.474 0.712 0.520 0.290 0.509 0.650 2022-06-06 04:09:58,959 - mmdet - INFO - Epoch [11][50/7330] lr: 1.000e-04, eta: 3 days, 5:38:55, time: 4.739, data_time: 3.283, memory: 64785, loss_rpn_cls: 0.0241, loss_rpn_bbox: 0.0304, loss_semantic_seg: 0.1869, s0.loss_cls: 0.1799, s0.acc: 93.6760, s0.loss_bbox: 0.1019, s0.loss_mask: 0.2088, s1.loss_cls: 0.0848, s1.acc: 94.0245, s1.loss_bbox: 0.1111, s1.loss_mask: 0.0969, s2.loss_cls: 0.0434, s2.acc: 93.7902, s2.loss_bbox: 0.0685, s2.loss_mask: 0.0454, loss: 1.1821 2022-06-06 04:11:12,626 - mmdet - INFO - Epoch [11][100/7330] lr: 1.000e-04, eta: 3 days, 5:37:42, time: 1.473, data_time: 0.022, memory: 64785, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0284, loss_semantic_seg: 0.1870, s0.loss_cls: 0.1630, s0.acc: 94.1372, s0.loss_bbox: 0.0923, s0.loss_mask: 0.1938, s1.loss_cls: 0.0761, s1.acc: 94.5503, s1.loss_bbox: 0.0976, s1.loss_mask: 0.0906, s2.loss_cls: 0.0384, s2.acc: 94.3460, s2.loss_bbox: 0.0619, s2.loss_mask: 0.0428, loss: 1.0946 2022-06-06 04:12:26,466 - mmdet - INFO - Epoch [11][150/7330] lr: 1.000e-04, eta: 3 days, 5:36:30, time: 1.476, data_time: 0.018, memory: 64785, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0308, loss_semantic_seg: 0.1893, s0.loss_cls: 0.1828, s0.acc: 93.3811, s0.loss_bbox: 0.1085, s0.loss_mask: 0.2150, s1.loss_cls: 0.0845, s1.acc: 93.8927, s1.loss_bbox: 0.1160, s1.loss_mask: 0.1004, s2.loss_cls: 0.0432, s2.acc: 93.7005, s2.loss_bbox: 0.0727, s2.loss_mask: 0.0471, loss: 1.2136 2022-06-06 04:13:41,219 - mmdet - INFO - Epoch [11][200/7330] lr: 1.000e-04, eta: 3 days, 5:35:20, time: 1.496, data_time: 0.021, memory: 64785, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0294, loss_semantic_seg: 0.1853, s0.loss_cls: 0.1744, s0.acc: 93.7249, s0.loss_bbox: 0.0967, s0.loss_mask: 0.2044, s1.loss_cls: 0.0816, s1.acc: 94.1406, s1.loss_bbox: 0.1053, s1.loss_mask: 0.0956, s2.loss_cls: 0.0410, s2.acc: 93.9830, s2.loss_bbox: 0.0679, s2.loss_mask: 0.0450, loss: 1.1508 2022-06-06 04:14:54,344 - mmdet - INFO - Epoch [11][250/7330] lr: 1.000e-04, eta: 3 days, 5:34:07, time: 1.462, data_time: 0.018, memory: 64785, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0283, loss_semantic_seg: 0.1861, s0.loss_cls: 0.1627, s0.acc: 94.1716, s0.loss_bbox: 0.0955, s0.loss_mask: 0.1981, s1.loss_cls: 0.0752, s1.acc: 94.6460, s1.loss_bbox: 0.1039, s1.loss_mask: 0.0932, s2.loss_cls: 0.0380, s2.acc: 94.3866, s2.loss_bbox: 0.0650, s2.loss_mask: 0.0441, loss: 1.1109 2022-06-06 04:16:07,720 - mmdet - INFO - Epoch [11][300/7330] lr: 1.000e-04, eta: 3 days, 5:32:53, time: 1.468, data_time: 0.019, memory: 64785, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0295, loss_semantic_seg: 0.1859, s0.loss_cls: 0.1648, s0.acc: 94.0269, s0.loss_bbox: 0.0962, s0.loss_mask: 0.2023, s1.loss_cls: 0.0784, s1.acc: 94.3920, s1.loss_bbox: 0.1033, s1.loss_mask: 0.0948, s2.loss_cls: 0.0391, s2.acc: 94.2818, s2.loss_bbox: 0.0656, s2.loss_mask: 0.0447, loss: 1.1265 2022-06-06 04:17:20,787 - mmdet - INFO - Epoch [11][350/7330] lr: 1.000e-04, eta: 3 days, 5:31:39, time: 1.461, data_time: 0.018, memory: 64785, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0280, loss_semantic_seg: 0.1911, s0.loss_cls: 0.1680, s0.acc: 94.0020, s0.loss_bbox: 0.0971, s0.loss_mask: 0.2025, s1.loss_cls: 0.0786, s1.acc: 94.4057, s1.loss_bbox: 0.1051, s1.loss_mask: 0.0954, s2.loss_cls: 0.0404, s2.acc: 94.2465, s2.loss_bbox: 0.0664, s2.loss_mask: 0.0446, loss: 1.1399 2022-06-06 04:18:34,123 - mmdet - INFO - Epoch [11][400/7330] lr: 1.000e-04, eta: 3 days, 5:30:26, time: 1.467, data_time: 0.017, memory: 64785, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0295, loss_semantic_seg: 0.1854, s0.loss_cls: 0.1732, s0.acc: 93.7778, s0.loss_bbox: 0.0990, s0.loss_mask: 0.2022, s1.loss_cls: 0.0808, s1.acc: 94.2216, s1.loss_bbox: 0.1038, s1.loss_mask: 0.0941, s2.loss_cls: 0.0408, s2.acc: 94.0692, s2.loss_bbox: 0.0662, s2.loss_mask: 0.0442, loss: 1.1430 2022-06-06 04:19:46,363 - mmdet - INFO - Epoch [11][450/7330] lr: 1.000e-04, eta: 3 days, 5:29:09, time: 1.445, data_time: 0.017, memory: 64785, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0296, loss_semantic_seg: 0.1866, s0.loss_cls: 0.1630, s0.acc: 94.2295, s0.loss_bbox: 0.0934, s0.loss_mask: 0.1995, s1.loss_cls: 0.0743, s1.acc: 94.7647, s1.loss_bbox: 0.0989, s1.loss_mask: 0.0934, s2.loss_cls: 0.0378, s2.acc: 94.5690, s2.loss_bbox: 0.0628, s2.loss_mask: 0.0442, loss: 1.1065 2022-06-06 04:20:59,493 - mmdet - INFO - Epoch [11][500/7330] lr: 1.000e-04, eta: 3 days, 5:27:55, time: 1.463, data_time: 0.016, memory: 64785, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0285, loss_semantic_seg: 0.1872, s0.loss_cls: 0.1706, s0.acc: 93.8069, s0.loss_bbox: 0.0970, s0.loss_mask: 0.2045, s1.loss_cls: 0.0792, s1.acc: 94.2278, s1.loss_bbox: 0.1027, s1.loss_mask: 0.0959, s2.loss_cls: 0.0404, s2.acc: 94.0815, s2.loss_bbox: 0.0642, s2.loss_mask: 0.0452, loss: 1.1404 2022-06-06 04:22:12,533 - mmdet - INFO - Epoch [11][550/7330] lr: 1.000e-04, eta: 3 days, 5:26:41, time: 1.461, data_time: 0.019, memory: 64785, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0310, loss_semantic_seg: 0.1864, s0.loss_cls: 0.1676, s0.acc: 93.9114, s0.loss_bbox: 0.0986, s0.loss_mask: 0.2036, s1.loss_cls: 0.0776, s1.acc: 94.3481, s1.loss_bbox: 0.1033, s1.loss_mask: 0.0956, s2.loss_cls: 0.0391, s2.acc: 94.2538, s2.loss_bbox: 0.0655, s2.loss_mask: 0.0446, loss: 1.1353 2022-06-06 04:23:25,216 - mmdet - INFO - Epoch [11][600/7330] lr: 1.000e-04, eta: 3 days, 5:25:26, time: 1.454, data_time: 0.018, memory: 64785, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0300, loss_semantic_seg: 0.1899, s0.loss_cls: 0.1663, s0.acc: 93.9829, s0.loss_bbox: 0.0972, s0.loss_mask: 0.2067, s1.loss_cls: 0.0780, s1.acc: 94.3788, s1.loss_bbox: 0.1061, s1.loss_mask: 0.0960, s2.loss_cls: 0.0399, s2.acc: 94.0792, s2.loss_bbox: 0.0667, s2.loss_mask: 0.0445, loss: 1.1445 2022-06-06 04:24:38,258 - mmdet - INFO - Epoch [11][650/7330] lr: 1.000e-04, eta: 3 days, 5:24:12, time: 1.460, data_time: 0.017, memory: 64785, loss_rpn_cls: 0.0238, loss_rpn_bbox: 0.0306, loss_semantic_seg: 0.1888, s0.loss_cls: 0.1677, s0.acc: 93.9758, s0.loss_bbox: 0.0945, s0.loss_mask: 0.2038, s1.loss_cls: 0.0782, s1.acc: 94.4578, s1.loss_bbox: 0.1007, s1.loss_mask: 0.0960, s2.loss_cls: 0.0396, s2.acc: 94.2003, s2.loss_bbox: 0.0624, s2.loss_mask: 0.0454, loss: 1.1313 2022-06-06 04:25:51,135 - mmdet - INFO - Exp name: htc++_beit_adapter_v2_large_fpn_3x_coco.py 2022-06-06 04:25:51,142 - mmdet - INFO - Epoch [11][700/7330] lr: 1.000e-04, eta: 3 days, 5:22:57, time: 1.458, data_time: 0.019, memory: 64785, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0275, loss_semantic_seg: 0.1817, s0.loss_cls: 0.1678, s0.acc: 93.9417, s0.loss_bbox: 0.0967, s0.loss_mask: 0.2048, s1.loss_cls: 0.0777, s1.acc: 94.4760, s1.loss_bbox: 0.1036, s1.loss_mask: 0.0962, s2.loss_cls: 0.0392, s2.acc: 94.3221, s2.loss_bbox: 0.0675, s2.loss_mask: 0.0453, loss: 1.1307 2022-06-06 04:27:04,534 - mmdet - INFO - Epoch [11][750/7330] lr: 1.000e-04, eta: 3 days, 5:21:44, time: 1.468, data_time: 0.016, memory: 64785, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0295, loss_semantic_seg: 0.1875, s0.loss_cls: 0.1613, s0.acc: 94.2891, s0.loss_bbox: 0.0919, s0.loss_mask: 0.1948, s1.loss_cls: 0.0735, s1.acc: 94.8454, s1.loss_bbox: 0.0983, s1.loss_mask: 0.0911, s2.loss_cls: 0.0368, s2.acc: 94.6534, s2.loss_bbox: 0.0621, s2.loss_mask: 0.0425, loss: 1.0915 2022-06-06 04:28:15,876 - mmdet - INFO - Epoch [11][800/7330] lr: 1.000e-04, eta: 3 days, 5:20:26, time: 1.427, data_time: 0.017, memory: 64785, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0289, loss_semantic_seg: 0.1777, s0.loss_cls: 0.1615, s0.acc: 94.1995, s0.loss_bbox: 0.0956, s0.loss_mask: 0.2049, s1.loss_cls: 0.0755, s1.acc: 94.5689, s1.loss_bbox: 0.1037, s1.loss_mask: 0.0966, s2.loss_cls: 0.0382, s2.acc: 94.4099, s2.loss_bbox: 0.0652, s2.loss_mask: 0.0455, loss: 1.1155 2022-06-06 04:29:29,477 - mmdet - INFO - Epoch [11][850/7330] lr: 1.000e-04, eta: 3 days, 5:19:13, time: 1.470, data_time: 0.020, memory: 64785, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0291, loss_semantic_seg: 0.1817, s0.loss_cls: 0.1629, s0.acc: 94.1023, s0.loss_bbox: 0.0960, s0.loss_mask: 0.2016, s1.loss_cls: 0.0750, s1.acc: 94.5807, s1.loss_bbox: 0.1036, s1.loss_mask: 0.0942, s2.loss_cls: 0.0378, s2.acc: 94.4427, s2.loss_bbox: 0.0669, s2.loss_mask: 0.0443, loss: 1.1141 2022-06-06 04:30:41,990 - mmdet - INFO - Epoch [11][900/7330] lr: 1.000e-04, eta: 3 days, 5:17:57, time: 1.452, data_time: 0.017, memory: 64785, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0288, loss_semantic_seg: 0.1905, s0.loss_cls: 0.1632, s0.acc: 94.0249, s0.loss_bbox: 0.1003, s0.loss_mask: 0.2058, s1.loss_cls: 0.0764, s1.acc: 94.4501, s1.loss_bbox: 0.1040, s1.loss_mask: 0.0967, s2.loss_cls: 0.0390, s2.acc: 94.1970, s2.loss_bbox: 0.0652, s2.loss_mask: 0.0454, loss: 1.1402 2022-06-06 04:31:54,213 - mmdet - INFO - Epoch [11][950/7330] lr: 1.000e-04, eta: 3 days, 5:16:41, time: 1.442, data_time: 0.016, memory: 64785, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0289, loss_semantic_seg: 0.1913, s0.loss_cls: 0.1503, s0.acc: 94.5562, s0.loss_bbox: 0.0902, s0.loss_mask: 0.1938, s1.loss_cls: 0.0695, s1.acc: 94.9850, s1.loss_bbox: 0.0960, s1.loss_mask: 0.0912, s2.loss_cls: 0.0353, s2.acc: 94.8228, s2.loss_bbox: 0.0603, s2.loss_mask: 0.0430, loss: 1.0718 2022-06-06 04:33:07,532 - mmdet - INFO - Epoch [11][1000/7330] lr: 1.000e-04, eta: 3 days, 5:15:28, time: 1.469, data_time: 0.019, memory: 64785, loss_rpn_cls: 0.0251, loss_rpn_bbox: 0.0322, loss_semantic_seg: 0.1891, s0.loss_cls: 0.1686, s0.acc: 93.8713, s0.loss_bbox: 0.0976, s0.loss_mask: 0.2031, s1.loss_cls: 0.0785, s1.acc: 94.2963, s1.loss_bbox: 0.1024, s1.loss_mask: 0.0956, s2.loss_cls: 0.0400, s2.acc: 94.1395, s2.loss_bbox: 0.0654, s2.loss_mask: 0.0450, loss: 1.1426 2022-06-06 04:34:20,464 - mmdet - INFO - Epoch [11][1050/7330] lr: 1.000e-04, eta: 3 days, 5:14:13, time: 1.458, data_time: 0.017, memory: 64785, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0296, loss_semantic_seg: 0.1931, s0.loss_cls: 0.1762, s0.acc: 93.7686, s0.loss_bbox: 0.1013, s0.loss_mask: 0.2054, s1.loss_cls: 0.0810, s1.acc: 94.3038, s1.loss_bbox: 0.1030, s1.loss_mask: 0.0962, s2.loss_cls: 0.0405, s2.acc: 94.1816, s2.loss_bbox: 0.0635, s2.loss_mask: 0.0450, loss: 1.1605 2022-06-06 04:35:32,243 - mmdet - INFO - Epoch [11][1100/7330] lr: 1.000e-04, eta: 3 days, 5:12:56, time: 1.436, data_time: 0.015, memory: 64785, loss_rpn_cls: 0.0241, loss_rpn_bbox: 0.0293, loss_semantic_seg: 0.1820, s0.loss_cls: 0.1593, s0.acc: 94.2314, s0.loss_bbox: 0.0920, s0.loss_mask: 0.1967, s1.loss_cls: 0.0748, s1.acc: 94.6001, s1.loss_bbox: 0.0980, s1.loss_mask: 0.0926, s2.loss_cls: 0.0383, s2.acc: 94.4149, s2.loss_bbox: 0.0615, s2.loss_mask: 0.0438, loss: 1.0924 2022-06-06 04:36:44,515 - mmdet - INFO - Epoch [11][1150/7330] lr: 1.000e-04, eta: 3 days, 5:11:40, time: 1.445, data_time: 0.015, memory: 64785, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0291, loss_semantic_seg: 0.1838, s0.loss_cls: 0.1619, s0.acc: 94.1917, s0.loss_bbox: 0.0957, s0.loss_mask: 0.2018, s1.loss_cls: 0.0756, s1.acc: 94.6090, s1.loss_bbox: 0.1029, s1.loss_mask: 0.0951, s2.loss_cls: 0.0388, s2.acc: 94.4134, s2.loss_bbox: 0.0641, s2.loss_mask: 0.0447, loss: 1.1169 2022-06-06 04:37:57,227 - mmdet - INFO - Epoch [11][1200/7330] lr: 1.000e-04, eta: 3 days, 5:10:25, time: 1.454, data_time: 0.015, memory: 64785, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0311, loss_semantic_seg: 0.1865, s0.loss_cls: 0.1600, s0.acc: 94.1519, s0.loss_bbox: 0.0965, s0.loss_mask: 0.2062, s1.loss_cls: 0.0741, s1.acc: 94.6239, s1.loss_bbox: 0.1026, s1.loss_mask: 0.0970, s2.loss_cls: 0.0373, s2.acc: 94.4229, s2.loss_bbox: 0.0637, s2.loss_mask: 0.0455, loss: 1.1242 2022-06-06 04:39:09,501 - mmdet - INFO - Epoch [11][1250/7330] lr: 1.000e-04, eta: 3 days, 5:09:09, time: 1.445, data_time: 0.015, memory: 64785, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0294, loss_semantic_seg: 0.1878, s0.loss_cls: 0.1638, s0.acc: 94.0667, s0.loss_bbox: 0.0958, s0.loss_mask: 0.2077, s1.loss_cls: 0.0761, s1.acc: 94.5129, s1.loss_bbox: 0.1018, s1.loss_mask: 0.0978, s2.loss_cls: 0.0387, s2.acc: 94.3901, s2.loss_bbox: 0.0628, s2.loss_mask: 0.0458, loss: 1.1298 2022-06-06 04:40:21,560 - mmdet - INFO - Epoch [11][1300/7330] lr: 1.000e-04, eta: 3 days, 5:07:52, time: 1.440, data_time: 0.015, memory: 64785, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0298, loss_semantic_seg: 0.1899, s0.loss_cls: 0.1675, s0.acc: 94.0442, s0.loss_bbox: 0.0940, s0.loss_mask: 0.2047, s1.loss_cls: 0.0773, s1.acc: 94.5389, s1.loss_bbox: 0.1036, s1.loss_mask: 0.0960, s2.loss_cls: 0.0394, s2.acc: 94.3487, s2.loss_bbox: 0.0647, s2.loss_mask: 0.0451, loss: 1.1368 2022-06-06 04:41:33,471 - mmdet - INFO - Epoch [11][1350/7330] lr: 1.000e-04, eta: 3 days, 5:06:35, time: 1.440, data_time: 0.021, memory: 64785, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0308, loss_semantic_seg: 0.1887, s0.loss_cls: 0.1652, s0.acc: 94.0291, s0.loss_bbox: 0.0965, s0.loss_mask: 0.2024, s1.loss_cls: 0.0765, s1.acc: 94.5344, s1.loss_bbox: 0.1018, s1.loss_mask: 0.0950, s2.loss_cls: 0.0386, s2.acc: 94.2677, s2.loss_bbox: 0.0637, s2.loss_mask: 0.0447, loss: 1.1269 2022-06-06 04:42:44,889 - mmdet - INFO - Epoch [11][1400/7330] lr: 1.000e-04, eta: 3 days, 5:05:17, time: 1.428, data_time: 0.015, memory: 64785, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0298, loss_semantic_seg: 0.1849, s0.loss_cls: 0.1652, s0.acc: 94.0303, s0.loss_bbox: 0.1003, s0.loss_mask: 0.2050, s1.loss_cls: 0.0769, s1.acc: 94.4541, s1.loss_bbox: 0.1065, s1.loss_mask: 0.0959, s2.loss_cls: 0.0392, s2.acc: 94.3398, s2.loss_bbox: 0.0673, s2.loss_mask: 0.0452, loss: 1.1383 2022-06-06 04:43:57,190 - mmdet - INFO - Epoch [11][1450/7330] lr: 1.000e-04, eta: 3 days, 5:04:01, time: 1.446, data_time: 0.016, memory: 64785, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0328, loss_semantic_seg: 0.1941, s0.loss_cls: 0.1739, s0.acc: 93.6895, s0.loss_bbox: 0.1035, s0.loss_mask: 0.2167, s1.loss_cls: 0.0796, s1.acc: 94.2824, s1.loss_bbox: 0.1097, s1.loss_mask: 0.0995, s2.loss_cls: 0.0406, s2.acc: 94.1180, s2.loss_bbox: 0.0675, s2.loss_mask: 0.0468, loss: 1.1907 2022-06-06 04:45:09,924 - mmdet - INFO - Epoch [11][1500/7330] lr: 1.000e-04, eta: 3 days, 5:02:46, time: 1.455, data_time: 0.014, memory: 64785, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0295, loss_semantic_seg: 0.1863, s0.loss_cls: 0.1609, s0.acc: 94.1404, s0.loss_bbox: 0.0929, s0.loss_mask: 0.2018, s1.loss_cls: 0.0740, s1.acc: 94.5640, s1.loss_bbox: 0.1020, s1.loss_mask: 0.0952, s2.loss_cls: 0.0378, s2.acc: 94.3828, s2.loss_bbox: 0.0661, s2.loss_mask: 0.0452, loss: 1.1131 2022-06-06 04:46:22,959 - mmdet - INFO - Epoch [11][1550/7330] lr: 1.000e-04, eta: 3 days, 5:01:32, time: 1.461, data_time: 0.019, memory: 64785, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0304, loss_semantic_seg: 0.1773, s0.loss_cls: 0.1795, s0.acc: 93.5891, s0.loss_bbox: 0.1012, s0.loss_mask: 0.2066, s1.loss_cls: 0.0854, s1.acc: 93.9221, s1.loss_bbox: 0.1086, s1.loss_mask: 0.0968, s2.loss_cls: 0.0432, s2.acc: 93.6705, s2.loss_bbox: 0.0683, s2.loss_mask: 0.0453, loss: 1.1655 2022-06-06 04:47:34,753 - mmdet - INFO - Epoch [11][1600/7330] lr: 1.000e-04, eta: 3 days, 5:00:15, time: 1.436, data_time: 0.013, memory: 64785, loss_rpn_cls: 0.0240, loss_rpn_bbox: 0.0286, loss_semantic_seg: 0.1862, s0.loss_cls: 0.1660, s0.acc: 93.9902, s0.loss_bbox: 0.0962, s0.loss_mask: 0.2005, s1.loss_cls: 0.0764, s1.acc: 94.5311, s1.loss_bbox: 0.1023, s1.loss_mask: 0.0933, s2.loss_cls: 0.0390, s2.acc: 94.2795, s2.loss_bbox: 0.0643, s2.loss_mask: 0.0441, loss: 1.1207 2022-06-06 04:48:48,236 - mmdet - INFO - Epoch [11][1650/7330] lr: 1.000e-04, eta: 3 days, 4:59:02, time: 1.470, data_time: 0.015, memory: 64785, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0298, loss_semantic_seg: 0.1904, s0.loss_cls: 0.1719, s0.acc: 93.8562, s0.loss_bbox: 0.0995, s0.loss_mask: 0.2003, s1.loss_cls: 0.0793, s1.acc: 94.3562, s1.loss_bbox: 0.1045, s1.loss_mask: 0.0936, s2.loss_cls: 0.0394, s2.acc: 94.2048, s2.loss_bbox: 0.0654, s2.loss_mask: 0.0442, loss: 1.1437 2022-06-06 04:49:59,851 - mmdet - INFO - Exp name: htc++_beit_adapter_v2_large_fpn_3x_coco.py 2022-06-06 04:49:59,853 - mmdet - INFO - Epoch [11][1700/7330] lr: 1.000e-04, eta: 3 days, 4:57:44, time: 1.432, data_time: 0.014, memory: 64785, loss_rpn_cls: 0.0233, loss_rpn_bbox: 0.0277, loss_semantic_seg: 0.1845, s0.loss_cls: 0.1634, s0.acc: 94.0923, s0.loss_bbox: 0.0973, s0.loss_mask: 0.2077, s1.loss_cls: 0.0760, s1.acc: 94.5573, s1.loss_bbox: 0.1061, s1.loss_mask: 0.0980, s2.loss_cls: 0.0380, s2.acc: 94.3221, s2.loss_bbox: 0.0659, s2.loss_mask: 0.0459, loss: 1.1339 2022-06-06 04:51:12,257 - mmdet - INFO - Epoch [11][1750/7330] lr: 1.000e-04, eta: 3 days, 4:56:28, time: 1.446, data_time: 0.015, memory: 64785, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0307, loss_semantic_seg: 0.1885, s0.loss_cls: 0.1688, s0.acc: 93.8818, s0.loss_bbox: 0.0974, s0.loss_mask: 0.2039, s1.loss_cls: 0.0786, s1.acc: 94.2822, s1.loss_bbox: 0.1043, s1.loss_mask: 0.0958, s2.loss_cls: 0.0401, s2.acc: 94.0578, s2.loss_bbox: 0.0652, s2.loss_mask: 0.0451, loss: 1.1466 2022-06-06 04:52:25,405 - mmdet - INFO - Epoch [11][1800/7330] lr: 1.000e-04, eta: 3 days, 4:55:14, time: 1.465, data_time: 0.016, memory: 64785, loss_rpn_cls: 0.0245, loss_rpn_bbox: 0.0304, loss_semantic_seg: 0.1819, s0.loss_cls: 0.1733, s0.acc: 93.7234, s0.loss_bbox: 0.0993, s0.loss_mask: 0.2008, s1.loss_cls: 0.0806, s1.acc: 94.2236, s1.loss_bbox: 0.1059, s1.loss_mask: 0.0949, s2.loss_cls: 0.0401, s2.acc: 94.1589, s2.loss_bbox: 0.0661, s2.loss_mask: 0.0446, loss: 1.1425 2022-06-06 04:53:37,595 - mmdet - INFO - Epoch [11][1850/7330] lr: 1.000e-04, eta: 3 days, 4:53:58, time: 1.443, data_time: 0.016, memory: 64785, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0276, loss_semantic_seg: 0.1783, s0.loss_cls: 0.1693, s0.acc: 93.8660, s0.loss_bbox: 0.0965, s0.loss_mask: 0.1983, s1.loss_cls: 0.0781, s1.acc: 94.2825, s1.loss_bbox: 0.1048, s1.loss_mask: 0.0938, s2.loss_cls: 0.0391, s2.acc: 94.1980, s2.loss_bbox: 0.0666, s2.loss_mask: 0.0440, loss: 1.1201 2022-06-06 04:54:50,196 - mmdet - INFO - Epoch [11][1900/7330] lr: 1.000e-04, eta: 3 days, 4:52:43, time: 1.453, data_time: 0.015, memory: 64785, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0305, loss_semantic_seg: 0.1829, s0.loss_cls: 0.1687, s0.acc: 93.9272, s0.loss_bbox: 0.0970, s0.loss_mask: 0.2001, s1.loss_cls: 0.0790, s1.acc: 94.2896, s1.loss_bbox: 0.1050, s1.loss_mask: 0.0931, s2.loss_cls: 0.0403, s2.acc: 94.0886, s2.loss_bbox: 0.0672, s2.loss_mask: 0.0441, loss: 1.1299 2022-06-06 04:56:02,279 - mmdet - INFO - Epoch [11][1950/7330] lr: 1.000e-04, eta: 3 days, 4:51:26, time: 1.442, data_time: 0.016, memory: 64785, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0292, loss_semantic_seg: 0.1923, s0.loss_cls: 0.1777, s0.acc: 93.6064, s0.loss_bbox: 0.0978, s0.loss_mask: 0.1962, s1.loss_cls: 0.0826, s1.acc: 94.0851, s1.loss_bbox: 0.1057, s1.loss_mask: 0.0917, s2.loss_cls: 0.0421, s2.acc: 93.8712, s2.loss_bbox: 0.0674, s2.loss_mask: 0.0434, loss: 1.1503 2022-06-06 04:57:15,367 - mmdet - INFO - Epoch [11][2000/7330] lr: 1.000e-04, eta: 3 days, 4:50:12, time: 1.462, data_time: 0.016, memory: 64785, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0306, loss_semantic_seg: 0.1902, s0.loss_cls: 0.1800, s0.acc: 93.5784, s0.loss_bbox: 0.1014, s0.loss_mask: 0.2050, s1.loss_cls: 0.0843, s1.acc: 94.0490, s1.loss_bbox: 0.1098, s1.loss_mask: 0.0966, s2.loss_cls: 0.0425, s2.acc: 93.7855, s2.loss_bbox: 0.0678, s2.loss_mask: 0.0451, loss: 1.1777 2022-06-06 04:58:28,500 - mmdet - INFO - Epoch [11][2050/7330] lr: 1.000e-04, eta: 3 days, 4:48:59, time: 1.463, data_time: 0.017, memory: 64785, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0303, loss_semantic_seg: 0.1943, s0.loss_cls: 0.1738, s0.acc: 93.8127, s0.loss_bbox: 0.0974, s0.loss_mask: 0.2013, s1.loss_cls: 0.0816, s1.acc: 94.2564, s1.loss_bbox: 0.1036, s1.loss_mask: 0.0939, s2.loss_cls: 0.0406, s2.acc: 94.1502, s2.loss_bbox: 0.0657, s2.loss_mask: 0.0437, loss: 1.1516 2022-06-06 04:59:40,678 - mmdet - INFO - Epoch [11][2100/7330] lr: 1.000e-04, eta: 3 days, 4:47:42, time: 1.443, data_time: 0.014, memory: 64785, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0267, loss_semantic_seg: 0.1857, s0.loss_cls: 0.1693, s0.acc: 94.0371, s0.loss_bbox: 0.0915, s0.loss_mask: 0.1980, s1.loss_cls: 0.0779, s1.acc: 94.5579, s1.loss_bbox: 0.0987, s1.loss_mask: 0.0940, s2.loss_cls: 0.0400, s2.acc: 94.3640, s2.loss_bbox: 0.0639, s2.loss_mask: 0.0444, loss: 1.1119 2022-06-06 05:00:52,456 - mmdet - INFO - Epoch [11][2150/7330] lr: 1.000e-04, eta: 3 days, 4:46:25, time: 1.435, data_time: 0.014, memory: 64785, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0301, loss_semantic_seg: 0.1914, s0.loss_cls: 0.1794, s0.acc: 93.7205, s0.loss_bbox: 0.0992, s0.loss_mask: 0.2055, s1.loss_cls: 0.0825, s1.acc: 94.1871, s1.loss_bbox: 0.1046, s1.loss_mask: 0.0965, s2.loss_cls: 0.0415, s2.acc: 94.0234, s2.loss_bbox: 0.0660, s2.loss_mask: 0.0447, loss: 1.1663 2022-06-06 05:02:03,766 - mmdet - INFO - Epoch [11][2200/7330] lr: 1.000e-04, eta: 3 days, 4:45:07, time: 1.427, data_time: 0.018, memory: 64785, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0287, loss_semantic_seg: 0.1954, s0.loss_cls: 0.1785, s0.acc: 93.6152, s0.loss_bbox: 0.1000, s0.loss_mask: 0.2024, s1.loss_cls: 0.0829, s1.acc: 94.1028, s1.loss_bbox: 0.1045, s1.loss_mask: 0.0949, s2.loss_cls: 0.0411, s2.acc: 94.1269, s2.loss_bbox: 0.0652, s2.loss_mask: 0.0443, loss: 1.1622 2022-06-06 05:03:15,734 - mmdet - INFO - Epoch [11][2250/7330] lr: 1.000e-04, eta: 3 days, 4:43:50, time: 1.440, data_time: 0.017, memory: 64785, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0281, loss_semantic_seg: 0.1907, s0.loss_cls: 0.1739, s0.acc: 93.8569, s0.loss_bbox: 0.1003, s0.loss_mask: 0.2046, s1.loss_cls: 0.0806, s1.acc: 94.3045, s1.loss_bbox: 0.1065, s1.loss_mask: 0.0964, s2.loss_cls: 0.0409, s2.acc: 94.1588, s2.loss_bbox: 0.0668, s2.loss_mask: 0.0456, loss: 1.1579 2022-06-06 05:04:28,308 - mmdet - INFO - Epoch [11][2300/7330] lr: 1.000e-04, eta: 3 days, 4:42:35, time: 1.451, data_time: 0.019, memory: 64785, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0295, loss_semantic_seg: 0.1905, s0.loss_cls: 0.1730, s0.acc: 93.7915, s0.loss_bbox: 0.1003, s0.loss_mask: 0.2074, s1.loss_cls: 0.0797, s1.acc: 94.2959, s1.loss_bbox: 0.1071, s1.loss_mask: 0.0971, s2.loss_cls: 0.0402, s2.acc: 94.1222, s2.loss_bbox: 0.0682, s2.loss_mask: 0.0458, loss: 1.1643 2022-06-06 05:05:41,047 - mmdet - INFO - Epoch [11][2350/7330] lr: 1.000e-04, eta: 3 days, 4:41:20, time: 1.454, data_time: 0.015, memory: 64785, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0289, loss_semantic_seg: 0.1903, s0.loss_cls: 0.1715, s0.acc: 93.8713, s0.loss_bbox: 0.0996, s0.loss_mask: 0.2031, s1.loss_cls: 0.0800, s1.acc: 94.3797, s1.loss_bbox: 0.1066, s1.loss_mask: 0.0955, s2.loss_cls: 0.0409, s2.acc: 94.1228, s2.loss_bbox: 0.0662, s2.loss_mask: 0.0451, loss: 1.1526 2022-06-06 05:06:54,141 - mmdet - INFO - Epoch [11][2400/7330] lr: 1.000e-04, eta: 3 days, 4:40:06, time: 1.463, data_time: 0.017, memory: 64785, loss_rpn_cls: 0.0244, loss_rpn_bbox: 0.0308, loss_semantic_seg: 0.1857, s0.loss_cls: 0.1656, s0.acc: 94.1025, s0.loss_bbox: 0.0970, s0.loss_mask: 0.2006, s1.loss_cls: 0.0767, s1.acc: 94.5583, s1.loss_bbox: 0.1031, s1.loss_mask: 0.0939, s2.loss_cls: 0.0389, s2.acc: 94.3270, s2.loss_bbox: 0.0640, s2.loss_mask: 0.0437, loss: 1.1242 2022-06-06 05:08:06,944 - mmdet - INFO - Epoch [11][2450/7330] lr: 1.000e-04, eta: 3 days, 4:38:51, time: 1.456, data_time: 0.019, memory: 64785, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0273, loss_semantic_seg: 0.1934, s0.loss_cls: 0.1656, s0.acc: 94.1013, s0.loss_bbox: 0.0928, s0.loss_mask: 0.1949, s1.loss_cls: 0.0775, s1.acc: 94.5582, s1.loss_bbox: 0.0998, s1.loss_mask: 0.0912, s2.loss_cls: 0.0394, s2.acc: 94.3498, s2.loss_bbox: 0.0640, s2.loss_mask: 0.0436, loss: 1.1113 2022-06-06 05:09:19,381 - mmdet - INFO - Epoch [11][2500/7330] lr: 1.000e-04, eta: 3 days, 4:37:36, time: 1.449, data_time: 0.015, memory: 64785, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0283, loss_semantic_seg: 0.1931, s0.loss_cls: 0.1698, s0.acc: 93.9043, s0.loss_bbox: 0.0998, s0.loss_mask: 0.2042, s1.loss_cls: 0.0790, s1.acc: 94.4123, s1.loss_bbox: 0.1064, s1.loss_mask: 0.0956, s2.loss_cls: 0.0404, s2.acc: 94.1593, s2.loss_bbox: 0.0660, s2.loss_mask: 0.0448, loss: 1.1501 2022-06-06 05:10:31,507 - mmdet - INFO - Epoch [11][2550/7330] lr: 1.000e-04, eta: 3 days, 4:36:19, time: 1.442, data_time: 0.019, memory: 64785, loss_rpn_cls: 0.0241, loss_rpn_bbox: 0.0290, loss_semantic_seg: 0.1899, s0.loss_cls: 0.1749, s0.acc: 93.6704, s0.loss_bbox: 0.1025, s0.loss_mask: 0.2068, s1.loss_cls: 0.0814, s1.acc: 94.1530, s1.loss_bbox: 0.1091, s1.loss_mask: 0.0974, s2.loss_cls: 0.0414, s2.acc: 93.9794, s2.loss_bbox: 0.0664, s2.loss_mask: 0.0458, loss: 1.1687 2022-06-06 05:11:44,344 - mmdet - INFO - Epoch [11][2600/7330] lr: 1.000e-04, eta: 3 days, 4:35:05, time: 1.457, data_time: 0.015, memory: 64785, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0297, loss_semantic_seg: 0.1834, s0.loss_cls: 0.1702, s0.acc: 93.7905, s0.loss_bbox: 0.1008, s0.loss_mask: 0.2054, s1.loss_cls: 0.0793, s1.acc: 94.2846, s1.loss_bbox: 0.1091, s1.loss_mask: 0.0968, s2.loss_cls: 0.0405, s2.acc: 94.0166, s2.loss_bbox: 0.0681, s2.loss_mask: 0.0453, loss: 1.1532 2022-06-06 05:12:56,064 - mmdet - INFO - Epoch [11][2650/7330] lr: 1.000e-04, eta: 3 days, 4:33:48, time: 1.435, data_time: 0.015, memory: 64785, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0278, loss_semantic_seg: 0.1861, s0.loss_cls: 0.1682, s0.acc: 94.0430, s0.loss_bbox: 0.0951, s0.loss_mask: 0.1993, s1.loss_cls: 0.0764, s1.acc: 94.5636, s1.loss_bbox: 0.1022, s1.loss_mask: 0.0941, s2.loss_cls: 0.0395, s2.acc: 94.3621, s2.loss_bbox: 0.0650, s2.loss_mask: 0.0441, loss: 1.1208 2022-06-06 05:14:08,781 - mmdet - INFO - Exp name: htc++_beit_adapter_v2_large_fpn_3x_coco.py 2022-06-06 05:14:08,787 - mmdet - INFO - Epoch [11][2700/7330] lr: 1.000e-04, eta: 3 days, 4:32:33, time: 1.454, data_time: 0.016, memory: 64785, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0308, loss_semantic_seg: 0.1895, s0.loss_cls: 0.1765, s0.acc: 93.6118, s0.loss_bbox: 0.1017, s0.loss_mask: 0.2050, s1.loss_cls: 0.0839, s1.acc: 94.0088, s1.loss_bbox: 0.1082, s1.loss_mask: 0.0967, s2.loss_cls: 0.0428, s2.acc: 93.7644, s2.loss_bbox: 0.0678, s2.loss_mask: 0.0456, loss: 1.1747 2022-06-06 05:15:21,903 - mmdet - INFO - Epoch [11][2750/7330] lr: 1.000e-04, eta: 3 days, 4:31:19, time: 1.462, data_time: 0.016, memory: 64785, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0296, loss_semantic_seg: 0.1909, s0.loss_cls: 0.1727, s0.acc: 93.7126, s0.loss_bbox: 0.1017, s0.loss_mask: 0.2067, s1.loss_cls: 0.0806, s1.acc: 94.1186, s1.loss_bbox: 0.1078, s1.loss_mask: 0.0967, s2.loss_cls: 0.0406, s2.acc: 93.8998, s2.loss_bbox: 0.0666, s2.loss_mask: 0.0458, loss: 1.1634 2022-06-06 05:16:33,589 - mmdet - INFO - Epoch [11][2800/7330] lr: 1.000e-04, eta: 3 days, 4:30:01, time: 1.434, data_time: 0.013, memory: 64785, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0299, loss_semantic_seg: 0.1945, s0.loss_cls: 0.1652, s0.acc: 94.0317, s0.loss_bbox: 0.0955, s0.loss_mask: 0.2010, s1.loss_cls: 0.0775, s1.acc: 94.4583, s1.loss_bbox: 0.1040, s1.loss_mask: 0.0943, s2.loss_cls: 0.0393, s2.acc: 94.1944, s2.loss_bbox: 0.0652, s2.loss_mask: 0.0442, loss: 1.1349 2022-06-06 05:17:46,385 - mmdet - INFO - Epoch [11][2850/7330] lr: 1.000e-04, eta: 3 days, 4:28:47, time: 1.456, data_time: 0.018, memory: 64785, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0313, loss_semantic_seg: 0.1939, s0.loss_cls: 0.1752, s0.acc: 93.6567, s0.loss_bbox: 0.1015, s0.loss_mask: 0.2102, s1.loss_cls: 0.0815, s1.acc: 94.1083, s1.loss_bbox: 0.1056, s1.loss_mask: 0.0977, s2.loss_cls: 0.0410, s2.acc: 93.9979, s2.loss_bbox: 0.0664, s2.loss_mask: 0.0461, loss: 1.1760 2022-06-06 05:18:57,708 - mmdet - INFO - Epoch [11][2900/7330] lr: 1.000e-04, eta: 3 days, 4:27:28, time: 1.426, data_time: 0.016, memory: 64785, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0286, loss_semantic_seg: 0.1893, s0.loss_cls: 0.1760, s0.acc: 93.6770, s0.loss_bbox: 0.0982, s0.loss_mask: 0.2057, s1.loss_cls: 0.0829, s1.acc: 94.1328, s1.loss_bbox: 0.1048, s1.loss_mask: 0.0963, s2.loss_cls: 0.0421, s2.acc: 93.9614, s2.loss_bbox: 0.0659, s2.loss_mask: 0.0455, loss: 1.1583 2022-06-06 05:20:10,004 - mmdet - INFO - Epoch [11][2950/7330] lr: 1.000e-04, eta: 3 days, 4:26:13, time: 1.446, data_time: 0.016, memory: 64785, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0326, loss_semantic_seg: 0.1888, s0.loss_cls: 0.1753, s0.acc: 93.6172, s0.loss_bbox: 0.1024, s0.loss_mask: 0.2061, s1.loss_cls: 0.0817, s1.acc: 94.0967, s1.loss_bbox: 0.1075, s1.loss_mask: 0.0969, s2.loss_cls: 0.0411, s2.acc: 94.0087, s2.loss_bbox: 0.0671, s2.loss_mask: 0.0457, loss: 1.1709 2022-06-06 05:21:21,969 - mmdet - INFO - Epoch [11][3000/7330] lr: 1.000e-04, eta: 3 days, 4:24:56, time: 1.439, data_time: 0.015, memory: 64785, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0294, loss_semantic_seg: 0.1867, s0.loss_cls: 0.1738, s0.acc: 93.8462, s0.loss_bbox: 0.0955, s0.loss_mask: 0.1959, s1.loss_cls: 0.0804, s1.acc: 94.3045, s1.loss_bbox: 0.1001, s1.loss_mask: 0.0913, s2.loss_cls: 0.0402, s2.acc: 94.2983, s2.loss_bbox: 0.0626, s2.loss_mask: 0.0429, loss: 1.1207 2022-06-06 05:22:34,409 - mmdet - INFO - Epoch [11][3050/7330] lr: 1.000e-04, eta: 3 days, 4:23:40, time: 1.449, data_time: 0.015, memory: 64785, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0300, loss_semantic_seg: 0.1834, s0.loss_cls: 0.1754, s0.acc: 93.6921, s0.loss_bbox: 0.1012, s0.loss_mask: 0.2082, s1.loss_cls: 0.0821, s1.acc: 94.1195, s1.loss_bbox: 0.1107, s1.loss_mask: 0.0982, s2.loss_cls: 0.0418, s2.acc: 93.8596, s2.loss_bbox: 0.0695, s2.loss_mask: 0.0463, loss: 1.1690 2022-06-06 05:23:47,230 - mmdet - INFO - Epoch [11][3100/7330] lr: 1.000e-04, eta: 3 days, 4:22:26, time: 1.457, data_time: 0.016, memory: 64785, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0313, loss_semantic_seg: 0.1881, s0.loss_cls: 0.1753, s0.acc: 93.6843, s0.loss_bbox: 0.1011, s0.loss_mask: 0.2074, s1.loss_cls: 0.0817, s1.acc: 94.1543, s1.loss_bbox: 0.1076, s1.loss_mask: 0.0970, s2.loss_cls: 0.0414, s2.acc: 93.9101, s2.loss_bbox: 0.0663, s2.loss_mask: 0.0452, loss: 1.1689 2022-06-06 05:24:58,324 - mmdet - INFO - Epoch [11][3150/7330] lr: 1.000e-04, eta: 3 days, 4:21:07, time: 1.422, data_time: 0.015, memory: 64785, loss_rpn_cls: 0.0241, loss_rpn_bbox: 0.0293, loss_semantic_seg: 0.1910, s0.loss_cls: 0.1762, s0.acc: 93.7576, s0.loss_bbox: 0.0984, s0.loss_mask: 0.2068, s1.loss_cls: 0.0815, s1.acc: 94.2471, s1.loss_bbox: 0.1076, s1.loss_mask: 0.0962, s2.loss_cls: 0.0416, s2.acc: 94.0183, s2.loss_bbox: 0.0664, s2.loss_mask: 0.0451, loss: 1.1642 2022-06-06 05:26:11,390 - mmdet - INFO - Epoch [11][3200/7330] lr: 1.000e-04, eta: 3 days, 4:19:53, time: 1.462, data_time: 0.017, memory: 64785, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0312, loss_semantic_seg: 0.1901, s0.loss_cls: 0.1879, s0.acc: 93.2087, s0.loss_bbox: 0.1049, s0.loss_mask: 0.2115, s1.loss_cls: 0.0874, s1.acc: 93.8520, s1.loss_bbox: 0.1123, s1.loss_mask: 0.1001, s2.loss_cls: 0.0443, s2.acc: 93.6318, s2.loss_bbox: 0.0705, s2.loss_mask: 0.0471, loss: 1.2125 2022-06-06 05:27:23,149 - mmdet - INFO - Epoch [11][3250/7330] lr: 1.000e-04, eta: 3 days, 4:18:36, time: 1.435, data_time: 0.016, memory: 64785, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0287, loss_semantic_seg: 0.1875, s0.loss_cls: 0.1691, s0.acc: 93.8721, s0.loss_bbox: 0.0985, s0.loss_mask: 0.2029, s1.loss_cls: 0.0790, s1.acc: 94.3153, s1.loss_bbox: 0.1073, s1.loss_mask: 0.0951, s2.loss_cls: 0.0403, s2.acc: 94.1027, s2.loss_bbox: 0.0674, s2.loss_mask: 0.0446, loss: 1.1457 2022-06-06 05:28:36,060 - mmdet - INFO - Epoch [11][3300/7330] lr: 1.000e-04, eta: 3 days, 4:17:22, time: 1.458, data_time: 0.021, memory: 64785, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0295, loss_semantic_seg: 0.1873, s0.loss_cls: 0.1740, s0.acc: 93.7954, s0.loss_bbox: 0.0972, s0.loss_mask: 0.2038, s1.loss_cls: 0.0811, s1.acc: 94.1784, s1.loss_bbox: 0.1023, s1.loss_mask: 0.0953, s2.loss_cls: 0.0411, s2.acc: 93.8928, s2.loss_bbox: 0.0641, s2.loss_mask: 0.0441, loss: 1.1426 2022-06-06 05:29:48,395 - mmdet - INFO - Epoch [11][3350/7330] lr: 1.000e-04, eta: 3 days, 4:16:06, time: 1.447, data_time: 0.016, memory: 64785, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0294, loss_semantic_seg: 0.1876, s0.loss_cls: 0.1706, s0.acc: 93.7844, s0.loss_bbox: 0.1046, s0.loss_mask: 0.2063, s1.loss_cls: 0.0791, s1.acc: 94.1960, s1.loss_bbox: 0.1091, s1.loss_mask: 0.0964, s2.loss_cls: 0.0399, s2.acc: 94.0456, s2.loss_bbox: 0.0673, s2.loss_mask: 0.0453, loss: 1.1608 2022-06-06 05:31:01,067 - mmdet - INFO - Epoch [11][3400/7330] lr: 1.000e-04, eta: 3 days, 4:14:51, time: 1.453, data_time: 0.017, memory: 64785, loss_rpn_cls: 0.0246, loss_rpn_bbox: 0.0285, loss_semantic_seg: 0.1771, s0.loss_cls: 0.1688, s0.acc: 93.9385, s0.loss_bbox: 0.0937, s0.loss_mask: 0.2012, s1.loss_cls: 0.0780, s1.acc: 94.3869, s1.loss_bbox: 0.1006, s1.loss_mask: 0.0944, s2.loss_cls: 0.0393, s2.acc: 94.2876, s2.loss_bbox: 0.0657, s2.loss_mask: 0.0446, loss: 1.1165 2022-06-06 05:32:14,388 - mmdet - INFO - Epoch [11][3450/7330] lr: 1.000e-04, eta: 3 days, 4:13:38, time: 1.467, data_time: 0.015, memory: 64785, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0288, loss_semantic_seg: 0.1884, s0.loss_cls: 0.1677, s0.acc: 93.9587, s0.loss_bbox: 0.0956, s0.loss_mask: 0.2012, s1.loss_cls: 0.0778, s1.acc: 94.4263, s1.loss_bbox: 0.1037, s1.loss_mask: 0.0939, s2.loss_cls: 0.0396, s2.acc: 94.1410, s2.loss_bbox: 0.0672, s2.loss_mask: 0.0444, loss: 1.1313 2022-06-06 05:33:26,305 - mmdet - INFO - Epoch [11][3500/7330] lr: 1.000e-04, eta: 3 days, 4:12:21, time: 1.437, data_time: 0.013, memory: 64785, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0281, loss_semantic_seg: 0.1899, s0.loss_cls: 0.1694, s0.acc: 93.9255, s0.loss_bbox: 0.0956, s0.loss_mask: 0.2003, s1.loss_cls: 0.0778, s1.acc: 94.5526, s1.loss_bbox: 0.1035, s1.loss_mask: 0.0935, s2.loss_cls: 0.0392, s2.acc: 94.3848, s2.loss_bbox: 0.0648, s2.loss_mask: 0.0434, loss: 1.1277 2022-06-06 05:34:38,654 - mmdet - INFO - Epoch [11][3550/7330] lr: 1.000e-04, eta: 3 days, 4:11:05, time: 1.449, data_time: 0.016, memory: 64785, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0291, loss_semantic_seg: 0.1943, s0.loss_cls: 0.1712, s0.acc: 93.8096, s0.loss_bbox: 0.1014, s0.loss_mask: 0.2041, s1.loss_cls: 0.0797, s1.acc: 94.3006, s1.loss_bbox: 0.1085, s1.loss_mask: 0.0956, s2.loss_cls: 0.0400, s2.acc: 94.1002, s2.loss_bbox: 0.0679, s2.loss_mask: 0.0449, loss: 1.1597 2022-06-06 05:35:50,673 - mmdet - INFO - Epoch [11][3600/7330] lr: 1.000e-04, eta: 3 days, 4:09:48, time: 1.439, data_time: 0.015, memory: 64785, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0307, loss_semantic_seg: 0.1886, s0.loss_cls: 0.1800, s0.acc: 93.6501, s0.loss_bbox: 0.1002, s0.loss_mask: 0.2032, s1.loss_cls: 0.0831, s1.acc: 94.2064, s1.loss_bbox: 0.1061, s1.loss_mask: 0.0951, s2.loss_cls: 0.0415, s2.acc: 94.0659, s2.loss_bbox: 0.0675, s2.loss_mask: 0.0446, loss: 1.1637 2022-06-06 05:37:03,588 - mmdet - INFO - Epoch [11][3650/7330] lr: 1.000e-04, eta: 3 days, 4:08:34, time: 1.460, data_time: 0.023, memory: 64785, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0319, loss_semantic_seg: 0.1886, s0.loss_cls: 0.1737, s0.acc: 93.7458, s0.loss_bbox: 0.1014, s0.loss_mask: 0.2027, s1.loss_cls: 0.0802, s1.acc: 94.2420, s1.loss_bbox: 0.1058, s1.loss_mask: 0.0955, s2.loss_cls: 0.0405, s2.acc: 94.0710, s2.loss_bbox: 0.0662, s2.loss_mask: 0.0450, loss: 1.1578 2022-06-06 05:38:16,490 - mmdet - INFO - Exp name: htc++_beit_adapter_v2_large_fpn_3x_coco.py 2022-06-06 05:38:16,491 - mmdet - INFO - Epoch [11][3700/7330] lr: 1.000e-04, eta: 3 days, 4:07:20, time: 1.458, data_time: 0.013, memory: 64785, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0290, loss_semantic_seg: 0.1856, s0.loss_cls: 0.1752, s0.acc: 93.7185, s0.loss_bbox: 0.0983, s0.loss_mask: 0.2070, s1.loss_cls: 0.0814, s1.acc: 94.1469, s1.loss_bbox: 0.1052, s1.loss_mask: 0.0967, s2.loss_cls: 0.0409, s2.acc: 93.9961, s2.loss_bbox: 0.0666, s2.loss_mask: 0.0457, loss: 1.1570 2022-06-06 05:39:30,431 - mmdet - INFO - Epoch [11][3750/7330] lr: 1.000e-04, eta: 3 days, 4:06:08, time: 1.479, data_time: 0.021, memory: 64785, loss_rpn_cls: 0.0244, loss_rpn_bbox: 0.0304, loss_semantic_seg: 0.1847, s0.loss_cls: 0.1759, s0.acc: 93.6641, s0.loss_bbox: 0.0976, s0.loss_mask: 0.2021, s1.loss_cls: 0.0825, s1.acc: 94.1109, s1.loss_bbox: 0.1053, s1.loss_mask: 0.0951, s2.loss_cls: 0.0414, s2.acc: 94.0077, s2.loss_bbox: 0.0668, s2.loss_mask: 0.0447, loss: 1.1509 2022-06-06 05:40:43,070 - mmdet - INFO - Epoch [11][3800/7330] lr: 1.000e-04, eta: 3 days, 4:04:53, time: 1.453, data_time: 0.019, memory: 64785, loss_rpn_cls: 0.0249, loss_rpn_bbox: 0.0281, loss_semantic_seg: 0.1872, s0.loss_cls: 0.1753, s0.acc: 93.7976, s0.loss_bbox: 0.0983, s0.loss_mask: 0.2040, s1.loss_cls: 0.0809, s1.acc: 94.3057, s1.loss_bbox: 0.1053, s1.loss_mask: 0.0957, s2.loss_cls: 0.0409, s2.acc: 94.0956, s2.loss_bbox: 0.0661, s2.loss_mask: 0.0452, loss: 1.1519 2022-06-06 05:41:56,043 - mmdet - INFO - Epoch [11][3850/7330] lr: 1.000e-04, eta: 3 days, 4:03:39, time: 1.460, data_time: 0.018, memory: 64785, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0309, loss_semantic_seg: 0.1916, s0.loss_cls: 0.1803, s0.acc: 93.4893, s0.loss_bbox: 0.1021, s0.loss_mask: 0.2010, s1.loss_cls: 0.0849, s1.acc: 93.8178, s1.loss_bbox: 0.1091, s1.loss_mask: 0.0946, s2.loss_cls: 0.0433, s2.acc: 93.6401, s2.loss_bbox: 0.0674, s2.loss_mask: 0.0444, loss: 1.1763 2022-06-06 05:43:08,275 - mmdet - INFO - Epoch [11][3900/7330] lr: 1.000e-04, eta: 3 days, 4:02:23, time: 1.445, data_time: 0.014, memory: 64785, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0274, loss_semantic_seg: 0.1808, s0.loss_cls: 0.1687, s0.acc: 93.9480, s0.loss_bbox: 0.0972, s0.loss_mask: 0.2067, s1.loss_cls: 0.0784, s1.acc: 94.3995, s1.loss_bbox: 0.1023, s1.loss_mask: 0.0964, s2.loss_cls: 0.0395, s2.acc: 94.2017, s2.loss_bbox: 0.0635, s2.loss_mask: 0.0454, loss: 1.1291 2022-06-06 05:44:20,543 - mmdet - INFO - Epoch [11][3950/7330] lr: 1.000e-04, eta: 3 days, 4:01:07, time: 1.445, data_time: 0.018, memory: 64785, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0285, loss_semantic_seg: 0.1820, s0.loss_cls: 0.1775, s0.acc: 93.6245, s0.loss_bbox: 0.1013, s0.loss_mask: 0.2046, s1.loss_cls: 0.0829, s1.acc: 94.0730, s1.loss_bbox: 0.1094, s1.loss_mask: 0.0967, s2.loss_cls: 0.0418, s2.acc: 93.9119, s2.loss_bbox: 0.0686, s2.loss_mask: 0.0454, loss: 1.1615 2022-06-06 05:45:33,033 - mmdet - INFO - Epoch [11][4000/7330] lr: 1.000e-04, eta: 3 days, 3:59:52, time: 1.450, data_time: 0.018, memory: 64785, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0309, loss_semantic_seg: 0.1937, s0.loss_cls: 0.1808, s0.acc: 93.5574, s0.loss_bbox: 0.1049, s0.loss_mask: 0.2072, s1.loss_cls: 0.0838, s1.acc: 94.1331, s1.loss_bbox: 0.1104, s1.loss_mask: 0.0975, s2.loss_cls: 0.0420, s2.acc: 93.9066, s2.loss_bbox: 0.0696, s2.loss_mask: 0.0459, loss: 1.1925 2022-06-06 05:46:45,811 - mmdet - INFO - Epoch [11][4050/7330] lr: 1.000e-04, eta: 3 days, 3:58:37, time: 1.456, data_time: 0.019, memory: 64785, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0267, loss_semantic_seg: 0.1842, s0.loss_cls: 0.1693, s0.acc: 93.9067, s0.loss_bbox: 0.0964, s0.loss_mask: 0.1954, s1.loss_cls: 0.0785, s1.acc: 94.3975, s1.loss_bbox: 0.1033, s1.loss_mask: 0.0920, s2.loss_cls: 0.0402, s2.acc: 94.0254, s2.loss_bbox: 0.0651, s2.loss_mask: 0.0433, loss: 1.1166 2022-06-06 05:47:58,804 - mmdet - INFO - Epoch [11][4100/7330] lr: 1.000e-04, eta: 3 days, 3:57:23, time: 1.459, data_time: 0.016, memory: 64785, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0278, loss_semantic_seg: 0.1809, s0.loss_cls: 0.1700, s0.acc: 93.8542, s0.loss_bbox: 0.0965, s0.loss_mask: 0.2003, s1.loss_cls: 0.0797, s1.acc: 94.2435, s1.loss_bbox: 0.1035, s1.loss_mask: 0.0945, s2.loss_cls: 0.0407, s2.acc: 94.0280, s2.loss_bbox: 0.0637, s2.loss_mask: 0.0444, loss: 1.1246 2022-06-06 05:49:11,410 - mmdet - INFO - Epoch [11][4150/7330] lr: 1.000e-04, eta: 3 days, 3:56:08, time: 1.452, data_time: 0.016, memory: 64785, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0304, loss_semantic_seg: 0.1822, s0.loss_cls: 0.1764, s0.acc: 93.7456, s0.loss_bbox: 0.0970, s0.loss_mask: 0.1993, s1.loss_cls: 0.0833, s1.acc: 94.1687, s1.loss_bbox: 0.1045, s1.loss_mask: 0.0929, s2.loss_cls: 0.0420, s2.acc: 93.9265, s2.loss_bbox: 0.0666, s2.loss_mask: 0.0436, loss: 1.1407 2022-06-06 05:50:24,385 - mmdet - INFO - Epoch [11][4200/7330] lr: 1.000e-04, eta: 3 days, 3:54:54, time: 1.459, data_time: 0.016, memory: 64785, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0297, loss_semantic_seg: 0.1915, s0.loss_cls: 0.1817, s0.acc: 93.5508, s0.loss_bbox: 0.1020, s0.loss_mask: 0.2029, s1.loss_cls: 0.0846, s1.acc: 93.8988, s1.loss_bbox: 0.1094, s1.loss_mask: 0.0953, s2.loss_cls: 0.0432, s2.acc: 93.7214, s2.loss_bbox: 0.0707, s2.loss_mask: 0.0449, loss: 1.1780 2022-06-06 05:51:37,752 - mmdet - INFO - Epoch [11][4250/7330] lr: 1.000e-04, eta: 3 days, 3:53:41, time: 1.468, data_time: 0.019, memory: 64785, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0316, loss_semantic_seg: 0.1881, s0.loss_cls: 0.1806, s0.acc: 93.4512, s0.loss_bbox: 0.1010, s0.loss_mask: 0.2065, s1.loss_cls: 0.0843, s1.acc: 93.9088, s1.loss_bbox: 0.1100, s1.loss_mask: 0.0969, s2.loss_cls: 0.0434, s2.acc: 93.5587, s2.loss_bbox: 0.0685, s2.loss_mask: 0.0457, loss: 1.1820 2022-06-06 05:52:51,062 - mmdet - INFO - Epoch [11][4300/7330] lr: 1.000e-04, eta: 3 days, 3:52:28, time: 1.466, data_time: 0.018, memory: 64785, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0310, loss_semantic_seg: 0.1920, s0.loss_cls: 0.1790, s0.acc: 93.6099, s0.loss_bbox: 0.1022, s0.loss_mask: 0.2013, s1.loss_cls: 0.0842, s1.acc: 93.9640, s1.loss_bbox: 0.1104, s1.loss_mask: 0.0943, s2.loss_cls: 0.0421, s2.acc: 93.9054, s2.loss_bbox: 0.0687, s2.loss_mask: 0.0441, loss: 1.1732 2022-06-06 05:54:04,781 - mmdet - INFO - Epoch [11][4350/7330] lr: 1.000e-04, eta: 3 days, 3:51:15, time: 1.474, data_time: 0.017, memory: 64785, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0285, loss_semantic_seg: 0.1897, s0.loss_cls: 0.1809, s0.acc: 93.4956, s0.loss_bbox: 0.1022, s0.loss_mask: 0.2034, s1.loss_cls: 0.0858, s1.acc: 93.8038, s1.loss_bbox: 0.1104, s1.loss_mask: 0.0956, s2.loss_cls: 0.0437, s2.acc: 93.5902, s2.loss_bbox: 0.0681, s2.loss_mask: 0.0448, loss: 1.1772 2022-06-06 05:55:18,799 - mmdet - INFO - Epoch [11][4400/7330] lr: 1.000e-04, eta: 3 days, 3:50:03, time: 1.479, data_time: 0.016, memory: 64785, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0287, loss_semantic_seg: 0.1947, s0.loss_cls: 0.1897, s0.acc: 93.3237, s0.loss_bbox: 0.1031, s0.loss_mask: 0.2082, s1.loss_cls: 0.0882, s1.acc: 93.7687, s1.loss_bbox: 0.1090, s1.loss_mask: 0.0972, s2.loss_cls: 0.0444, s2.acc: 93.6612, s2.loss_bbox: 0.0680, s2.loss_mask: 0.0458, loss: 1.2026 2022-06-06 05:56:31,050 - mmdet - INFO - Epoch [11][4450/7330] lr: 1.000e-04, eta: 3 days, 3:48:48, time: 1.446, data_time: 0.018, memory: 64785, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0282, loss_semantic_seg: 0.1873, s0.loss_cls: 0.1689, s0.acc: 93.9487, s0.loss_bbox: 0.0972, s0.loss_mask: 0.2006, s1.loss_cls: 0.0795, s1.acc: 94.3425, s1.loss_bbox: 0.1056, s1.loss_mask: 0.0939, s2.loss_cls: 0.0408, s2.acc: 94.1300, s2.loss_bbox: 0.0666, s2.loss_mask: 0.0438, loss: 1.1320 2022-06-06 05:57:44,827 - mmdet - INFO - Epoch [11][4500/7330] lr: 1.000e-04, eta: 3 days, 3:47:35, time: 1.475, data_time: 0.016, memory: 64785, loss_rpn_cls: 0.0251, loss_rpn_bbox: 0.0288, loss_semantic_seg: 0.1861, s0.loss_cls: 0.1847, s0.acc: 93.3792, s0.loss_bbox: 0.1040, s0.loss_mask: 0.2010, s1.loss_cls: 0.0856, s1.acc: 93.8776, s1.loss_bbox: 0.1115, s1.loss_mask: 0.0928, s2.loss_cls: 0.0435, s2.acc: 93.7563, s2.loss_bbox: 0.0704, s2.loss_mask: 0.0434, loss: 1.1768 2022-06-06 05:58:57,655 - mmdet - INFO - Epoch [11][4550/7330] lr: 1.000e-04, eta: 3 days, 3:46:21, time: 1.455, data_time: 0.018, memory: 64785, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0273, loss_semantic_seg: 0.1888, s0.loss_cls: 0.1814, s0.acc: 93.3596, s0.loss_bbox: 0.1041, s0.loss_mask: 0.2092, s1.loss_cls: 0.0847, s1.acc: 93.8183, s1.loss_bbox: 0.1121, s1.loss_mask: 0.0987, s2.loss_cls: 0.0423, s2.acc: 93.7170, s2.loss_bbox: 0.0694, s2.loss_mask: 0.0458, loss: 1.1871 2022-06-06 06:00:12,775 - mmdet - INFO - Epoch [11][4600/7330] lr: 1.000e-04, eta: 3 days, 3:45:12, time: 1.505, data_time: 0.018, memory: 64785, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0285, loss_semantic_seg: 0.1935, s0.loss_cls: 0.1742, s0.acc: 93.7361, s0.loss_bbox: 0.1011, s0.loss_mask: 0.2106, s1.loss_cls: 0.0817, s1.acc: 94.2006, s1.loss_bbox: 0.1086, s1.loss_mask: 0.0981, s2.loss_cls: 0.0411, s2.acc: 93.9824, s2.loss_bbox: 0.0692, s2.loss_mask: 0.0460, loss: 1.1750 2022-06-06 06:01:28,225 - mmdet - INFO - Epoch [11][4650/7330] lr: 1.000e-04, eta: 3 days, 3:44:04, time: 1.509, data_time: 0.020, memory: 64785, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0321, loss_semantic_seg: 0.1910, s0.loss_cls: 0.1824, s0.acc: 93.3679, s0.loss_bbox: 0.1048, s0.loss_mask: 0.2057, s1.loss_cls: 0.0867, s1.acc: 93.6654, s1.loss_bbox: 0.1120, s1.loss_mask: 0.0962, s2.loss_cls: 0.0436, s2.acc: 93.5379, s2.loss_bbox: 0.0688, s2.loss_mask: 0.0452, loss: 1.1957 2022-06-06 06:02:41,769 - mmdet - INFO - Exp name: htc++_beit_adapter_v2_large_fpn_3x_coco.py 2022-06-06 06:02:41,770 - mmdet - INFO - Epoch [11][4700/7330] lr: 1.000e-04, eta: 3 days, 3:42:51, time: 1.471, data_time: 0.019, memory: 64785, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0301, loss_semantic_seg: 0.1910, s0.loss_cls: 0.1825, s0.acc: 93.5083, s0.loss_bbox: 0.1035, s0.loss_mask: 0.2071, s1.loss_cls: 0.0854, s1.acc: 93.9855, s1.loss_bbox: 0.1123, s1.loss_mask: 0.0976, s2.loss_cls: 0.0431, s2.acc: 93.7351, s2.loss_bbox: 0.0701, s2.loss_mask: 0.0458, loss: 1.1938 2022-06-06 06:03:55,011 - mmdet - INFO - Epoch [11][4750/7330] lr: 1.000e-04, eta: 3 days, 3:41:37, time: 1.463, data_time: 0.014, memory: 64785, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0295, loss_semantic_seg: 0.1834, s0.loss_cls: 0.1831, s0.acc: 93.4316, s0.loss_bbox: 0.1056, s0.loss_mask: 0.2145, s1.loss_cls: 0.0860, s1.acc: 93.7826, s1.loss_bbox: 0.1153, s1.loss_mask: 0.1006, s2.loss_cls: 0.0434, s2.acc: 93.6529, s2.loss_bbox: 0.0716, s2.loss_mask: 0.0473, loss: 1.2053 2022-06-06 06:05:08,577 - mmdet - INFO - Epoch [11][4800/7330] lr: 1.000e-04, eta: 3 days, 3:40:25, time: 1.473, data_time: 0.019, memory: 64785, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0280, loss_semantic_seg: 0.1944, s0.loss_cls: 0.1732, s0.acc: 93.8728, s0.loss_bbox: 0.0947, s0.loss_mask: 0.1971, s1.loss_cls: 0.0803, s1.acc: 94.3410, s1.loss_bbox: 0.1029, s1.loss_mask: 0.0922, s2.loss_cls: 0.0407, s2.acc: 94.0579, s2.loss_bbox: 0.0670, s2.loss_mask: 0.0433, loss: 1.1365 2022-06-06 06:06:21,364 - mmdet - INFO - Epoch [11][4850/7330] lr: 1.000e-04, eta: 3 days, 3:39:10, time: 1.456, data_time: 0.017, memory: 64785, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0291, loss_semantic_seg: 0.1910, s0.loss_cls: 0.1794, s0.acc: 93.5508, s0.loss_bbox: 0.1006, s0.loss_mask: 0.2031, s1.loss_cls: 0.0840, s1.acc: 94.0281, s1.loss_bbox: 0.1081, s1.loss_mask: 0.0956, s2.loss_cls: 0.0424, s2.acc: 93.9057, s2.loss_bbox: 0.0688, s2.loss_mask: 0.0448, loss: 1.1700 2022-06-06 06:07:34,809 - mmdet - INFO - Epoch [11][4900/7330] lr: 1.000e-04, eta: 3 days, 3:37:57, time: 1.469, data_time: 0.020, memory: 64785, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0299, loss_semantic_seg: 0.1854, s0.loss_cls: 0.1748, s0.acc: 93.8191, s0.loss_bbox: 0.0961, s0.loss_mask: 0.1976, s1.loss_cls: 0.0815, s1.acc: 94.2306, s1.loss_bbox: 0.1051, s1.loss_mask: 0.0933, s2.loss_cls: 0.0420, s2.acc: 93.9452, s2.loss_bbox: 0.0656, s2.loss_mask: 0.0436, loss: 1.1390 2022-06-06 06:08:47,855 - mmdet - INFO - Epoch [11][4950/7330] lr: 1.000e-04, eta: 3 days, 3:36:43, time: 1.459, data_time: 0.015, memory: 64785, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0300, loss_semantic_seg: 0.1854, s0.loss_cls: 0.1855, s0.acc: 93.4490, s0.loss_bbox: 0.0988, s0.loss_mask: 0.2036, s1.loss_cls: 0.0874, s1.acc: 93.8067, s1.loss_bbox: 0.1073, s1.loss_mask: 0.0957, s2.loss_cls: 0.0440, s2.acc: 93.5846, s2.loss_bbox: 0.0687, s2.loss_mask: 0.0452, loss: 1.1770 2022-06-06 06:10:01,366 - mmdet - INFO - Epoch [11][5000/7330] lr: 1.000e-04, eta: 3 days, 3:35:30, time: 1.472, data_time: 0.018, memory: 64785, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0280, loss_semantic_seg: 0.1895, s0.loss_cls: 0.1787, s0.acc: 93.6619, s0.loss_bbox: 0.0973, s0.loss_mask: 0.1952, s1.loss_cls: 0.0833, s1.acc: 94.0884, s1.loss_bbox: 0.1079, s1.loss_mask: 0.0920, s2.loss_cls: 0.0423, s2.acc: 93.8397, s2.loss_bbox: 0.0699, s2.loss_mask: 0.0433, loss: 1.1506 2022-06-06 06:11:14,372 - mmdet - INFO - Epoch [11][5050/7330] lr: 1.000e-04, eta: 3 days, 3:34:16, time: 1.460, data_time: 0.017, memory: 64785, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0304, loss_semantic_seg: 0.1862, s0.loss_cls: 0.1814, s0.acc: 93.5603, s0.loss_bbox: 0.1023, s0.loss_mask: 0.2043, s1.loss_cls: 0.0842, s1.acc: 94.1437, s1.loss_bbox: 0.1092, s1.loss_mask: 0.0952, s2.loss_cls: 0.0425, s2.acc: 93.9154, s2.loss_bbox: 0.0678, s2.loss_mask: 0.0446, loss: 1.1706 2022-06-06 06:12:27,834 - mmdet - INFO - Epoch [11][5100/7330] lr: 1.000e-04, eta: 3 days, 3:33:03, time: 1.469, data_time: 0.014, memory: 64785, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0289, loss_semantic_seg: 0.1922, s0.loss_cls: 0.1789, s0.acc: 93.6980, s0.loss_bbox: 0.0982, s0.loss_mask: 0.2041, s1.loss_cls: 0.0824, s1.acc: 94.2197, s1.loss_bbox: 0.1057, s1.loss_mask: 0.0955, s2.loss_cls: 0.0410, s2.acc: 94.1006, s2.loss_bbox: 0.0683, s2.loss_mask: 0.0449, loss: 1.1659 2022-06-06 06:13:41,046 - mmdet - INFO - Epoch [11][5150/7330] lr: 1.000e-04, eta: 3 days, 3:31:50, time: 1.464, data_time: 0.015, memory: 64785, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0305, loss_semantic_seg: 0.1845, s0.loss_cls: 0.1814, s0.acc: 93.4824, s0.loss_bbox: 0.1045, s0.loss_mask: 0.2107, s1.loss_cls: 0.0849, s1.acc: 93.8561, s1.loss_bbox: 0.1136, s1.loss_mask: 0.0981, s2.loss_cls: 0.0436, s2.acc: 93.5781, s2.loss_bbox: 0.0704, s2.loss_mask: 0.0457, loss: 1.1920 2022-06-06 06:14:54,607 - mmdet - INFO - Epoch [11][5200/7330] lr: 1.000e-04, eta: 3 days, 3:30:37, time: 1.471, data_time: 0.016, memory: 64785, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0279, loss_semantic_seg: 0.1854, s0.loss_cls: 0.1773, s0.acc: 93.7046, s0.loss_bbox: 0.1029, s0.loss_mask: 0.2022, s1.loss_cls: 0.0820, s1.acc: 94.1725, s1.loss_bbox: 0.1086, s1.loss_mask: 0.0946, s2.loss_cls: 0.0416, s2.acc: 93.8216, s2.loss_bbox: 0.0686, s2.loss_mask: 0.0441, loss: 1.1571 2022-06-06 06:16:07,658 - mmdet - INFO - Epoch [11][5250/7330] lr: 1.000e-04, eta: 3 days, 3:29:23, time: 1.462, data_time: 0.017, memory: 64785, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0291, loss_semantic_seg: 0.1886, s0.loss_cls: 0.1798, s0.acc: 93.4915, s0.loss_bbox: 0.0993, s0.loss_mask: 0.2028, s1.loss_cls: 0.0831, s1.acc: 93.9670, s1.loss_bbox: 0.1075, s1.loss_mask: 0.0942, s2.loss_cls: 0.0423, s2.acc: 93.7864, s2.loss_bbox: 0.0682, s2.loss_mask: 0.0440, loss: 1.1661 2022-06-06 06:17:20,858 - mmdet - INFO - Epoch [11][5300/7330] lr: 1.000e-04, eta: 3 days, 3:28:09, time: 1.464, data_time: 0.021, memory: 64785, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0284, loss_semantic_seg: 0.1908, s0.loss_cls: 0.1781, s0.acc: 93.7302, s0.loss_bbox: 0.1014, s0.loss_mask: 0.2119, s1.loss_cls: 0.0843, s1.acc: 93.9840, s1.loss_bbox: 0.1067, s1.loss_mask: 0.0983, s2.loss_cls: 0.0420, s2.acc: 93.8456, s2.loss_bbox: 0.0678, s2.loss_mask: 0.0462, loss: 1.1787 2022-06-06 06:18:34,121 - mmdet - INFO - Epoch [11][5350/7330] lr: 1.000e-04, eta: 3 days, 3:26:56, time: 1.465, data_time: 0.019, memory: 64785, loss_rpn_cls: 0.0245, loss_rpn_bbox: 0.0300, loss_semantic_seg: 0.1901, s0.loss_cls: 0.1845, s0.acc: 93.4031, s0.loss_bbox: 0.1040, s0.loss_mask: 0.2064, s1.loss_cls: 0.0855, s1.acc: 93.8542, s1.loss_bbox: 0.1112, s1.loss_mask: 0.0959, s2.loss_cls: 0.0437, s2.acc: 93.5230, s2.loss_bbox: 0.0696, s2.loss_mask: 0.0448, loss: 1.1901 2022-06-06 06:19:46,832 - mmdet - INFO - Epoch [11][5400/7330] lr: 1.000e-04, eta: 3 days, 3:25:41, time: 1.454, data_time: 0.018, memory: 64785, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0279, loss_semantic_seg: 0.1812, s0.loss_cls: 0.1746, s0.acc: 93.6794, s0.loss_bbox: 0.0991, s0.loss_mask: 0.2003, s1.loss_cls: 0.0809, s1.acc: 94.1576, s1.loss_bbox: 0.1098, s1.loss_mask: 0.0942, s2.loss_cls: 0.0408, s2.acc: 93.9087, s2.loss_bbox: 0.0703, s2.loss_mask: 0.0443, loss: 1.1449 2022-06-06 06:20:59,429 - mmdet - INFO - Epoch [11][5450/7330] lr: 1.000e-04, eta: 3 days, 3:24:26, time: 1.452, data_time: 0.023, memory: 64785, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0290, loss_semantic_seg: 0.1953, s0.loss_cls: 0.1820, s0.acc: 93.5620, s0.loss_bbox: 0.0958, s0.loss_mask: 0.1982, s1.loss_cls: 0.0859, s1.acc: 93.9021, s1.loss_bbox: 0.1052, s1.loss_mask: 0.0934, s2.loss_cls: 0.0435, s2.acc: 93.8065, s2.loss_bbox: 0.0689, s2.loss_mask: 0.0442, loss: 1.1640 2022-06-06 06:22:12,059 - mmdet - INFO - Epoch [11][5500/7330] lr: 1.000e-04, eta: 3 days, 3:23:11, time: 1.453, data_time: 0.018, memory: 64785, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0285, loss_semantic_seg: 0.1889, s0.loss_cls: 0.1754, s0.acc: 93.7190, s0.loss_bbox: 0.0995, s0.loss_mask: 0.2056, s1.loss_cls: 0.0816, s1.acc: 94.0472, s1.loss_bbox: 0.1074, s1.loss_mask: 0.0969, s2.loss_cls: 0.0417, s2.acc: 93.8701, s2.loss_bbox: 0.0672, s2.loss_mask: 0.0452, loss: 1.1611 2022-06-06 06:23:24,977 - mmdet - INFO - Epoch [11][5550/7330] lr: 1.000e-04, eta: 3 days, 3:21:57, time: 1.458, data_time: 0.015, memory: 64785, loss_rpn_cls: 0.0233, loss_rpn_bbox: 0.0314, loss_semantic_seg: 0.1911, s0.loss_cls: 0.1808, s0.acc: 93.6565, s0.loss_bbox: 0.1013, s0.loss_mask: 0.2087, s1.loss_cls: 0.0848, s1.acc: 94.0944, s1.loss_bbox: 0.1094, s1.loss_mask: 0.0987, s2.loss_cls: 0.0439, s2.acc: 93.8563, s2.loss_bbox: 0.0709, s2.loss_mask: 0.0467, loss: 1.1910 2022-06-06 06:24:37,916 - mmdet - INFO - Epoch [11][5600/7330] lr: 1.000e-04, eta: 3 days, 3:20:43, time: 1.459, data_time: 0.015, memory: 64785, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0293, loss_semantic_seg: 0.1866, s0.loss_cls: 0.1767, s0.acc: 93.6816, s0.loss_bbox: 0.1014, s0.loss_mask: 0.2032, s1.loss_cls: 0.0827, s1.acc: 94.1320, s1.loss_bbox: 0.1093, s1.loss_mask: 0.0951, s2.loss_cls: 0.0419, s2.acc: 93.8066, s2.loss_bbox: 0.0696, s2.loss_mask: 0.0447, loss: 1.1628 2022-06-06 06:25:50,266 - mmdet - INFO - Epoch [11][5650/7330] lr: 1.000e-04, eta: 3 days, 3:19:27, time: 1.447, data_time: 0.011, memory: 64785, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0275, loss_semantic_seg: 0.1899, s0.loss_cls: 0.1656, s0.acc: 94.0764, s0.loss_bbox: 0.0938, s0.loss_mask: 0.1947, s1.loss_cls: 0.0755, s1.acc: 94.6435, s1.loss_bbox: 0.1011, s1.loss_mask: 0.0919, s2.loss_cls: 0.0386, s2.acc: 94.4716, s2.loss_bbox: 0.0658, s2.loss_mask: 0.0432, loss: 1.1090 2022-06-06 06:27:04,141 - mmdet - INFO - Exp name: htc++_beit_adapter_v2_large_fpn_3x_coco.py 2022-06-06 06:27:04,167 - mmdet - INFO - Epoch [11][5700/7330] lr: 1.000e-04, eta: 3 days, 3:18:15, time: 1.478, data_time: 0.014, memory: 64785, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0300, loss_semantic_seg: 0.1886, s0.loss_cls: 0.1744, s0.acc: 93.8081, s0.loss_bbox: 0.1003, s0.loss_mask: 0.2077, s1.loss_cls: 0.0799, s1.acc: 94.3417, s1.loss_bbox: 0.1067, s1.loss_mask: 0.0974, s2.loss_cls: 0.0408, s2.acc: 94.1504, s2.loss_bbox: 0.0673, s2.loss_mask: 0.0463, loss: 1.1630 2022-06-06 06:28:16,193 - mmdet - INFO - Epoch [11][5750/7330] lr: 1.000e-04, eta: 3 days, 3:16:59, time: 1.441, data_time: 0.013, memory: 64785, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0284, loss_semantic_seg: 0.1908, s0.loss_cls: 0.1719, s0.acc: 93.8638, s0.loss_bbox: 0.0969, s0.loss_mask: 0.1993, s1.loss_cls: 0.0808, s1.acc: 94.2658, s1.loss_bbox: 0.1059, s1.loss_mask: 0.0933, s2.loss_cls: 0.0409, s2.acc: 94.0248, s2.loss_bbox: 0.0685, s2.loss_mask: 0.0441, loss: 1.1430 2022-06-06 06:29:29,135 - mmdet - INFO - Epoch [11][5800/7330] lr: 1.000e-04, eta: 3 days, 3:15:45, time: 1.459, data_time: 0.018, memory: 64785, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0292, loss_semantic_seg: 0.1898, s0.loss_cls: 0.1768, s0.acc: 93.6016, s0.loss_bbox: 0.1005, s0.loss_mask: 0.2100, s1.loss_cls: 0.0827, s1.acc: 93.9834, s1.loss_bbox: 0.1074, s1.loss_mask: 0.0983, s2.loss_cls: 0.0416, s2.acc: 93.8462, s2.loss_bbox: 0.0675, s2.loss_mask: 0.0461, loss: 1.1736 2022-06-06 06:30:41,730 - mmdet - INFO - Epoch [11][5850/7330] lr: 1.000e-04, eta: 3 days, 3:14:30, time: 1.451, data_time: 0.014, memory: 64785, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0287, loss_semantic_seg: 0.1944, s0.loss_cls: 0.1836, s0.acc: 93.5974, s0.loss_bbox: 0.1003, s0.loss_mask: 0.2028, s1.loss_cls: 0.0862, s1.acc: 93.9905, s1.loss_bbox: 0.1075, s1.loss_mask: 0.0956, s2.loss_cls: 0.0435, s2.acc: 93.7136, s2.loss_bbox: 0.0691, s2.loss_mask: 0.0450, loss: 1.1821 2022-06-06 06:31:54,449 - mmdet - INFO - Epoch [11][5900/7330] lr: 1.000e-04, eta: 3 days, 3:13:15, time: 1.455, data_time: 0.018, memory: 64785, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0303, loss_semantic_seg: 0.1927, s0.loss_cls: 0.1767, s0.acc: 93.7681, s0.loss_bbox: 0.0975, s0.loss_mask: 0.2074, s1.loss_cls: 0.0814, s1.acc: 94.2420, s1.loss_bbox: 0.1062, s1.loss_mask: 0.0974, s2.loss_cls: 0.0411, s2.acc: 94.0082, s2.loss_bbox: 0.0669, s2.loss_mask: 0.0461, loss: 1.1696 2022-06-06 06:33:07,404 - mmdet - INFO - Epoch [11][5950/7330] lr: 1.000e-04, eta: 3 days, 3:12:01, time: 1.459, data_time: 0.020, memory: 64785, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0259, loss_semantic_seg: 0.1891, s0.loss_cls: 0.1648, s0.acc: 94.1663, s0.loss_bbox: 0.0914, s0.loss_mask: 0.2017, s1.loss_cls: 0.0771, s1.acc: 94.5108, s1.loss_bbox: 0.1001, s1.loss_mask: 0.0948, s2.loss_cls: 0.0396, s2.acc: 94.3401, s2.loss_bbox: 0.0632, s2.loss_mask: 0.0447, loss: 1.1140 2022-06-06 06:34:20,523 - mmdet - INFO - Epoch [11][6000/7330] lr: 1.000e-04, eta: 3 days, 3:10:47, time: 1.462, data_time: 0.014, memory: 64785, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0311, loss_semantic_seg: 0.1921, s0.loss_cls: 0.1789, s0.acc: 93.6016, s0.loss_bbox: 0.1044, s0.loss_mask: 0.2039, s1.loss_cls: 0.0820, s1.acc: 94.1485, s1.loss_bbox: 0.1089, s1.loss_mask: 0.0953, s2.loss_cls: 0.0413, s2.acc: 93.9695, s2.loss_bbox: 0.0672, s2.loss_mask: 0.0448, loss: 1.1742 2022-06-06 06:35:32,832 - mmdet - INFO - Epoch [11][6050/7330] lr: 1.000e-04, eta: 3 days, 3:09:31, time: 1.446, data_time: 0.017, memory: 64785, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0293, loss_semantic_seg: 0.1844, s0.loss_cls: 0.1628, s0.acc: 94.1169, s0.loss_bbox: 0.0934, s0.loss_mask: 0.2001, s1.loss_cls: 0.0757, s1.acc: 94.5963, s1.loss_bbox: 0.1003, s1.loss_mask: 0.0932, s2.loss_cls: 0.0383, s2.acc: 94.4879, s2.loss_bbox: 0.0620, s2.loss_mask: 0.0439, loss: 1.1088 2022-06-06 06:36:45,951 - mmdet - INFO - Epoch [11][6100/7330] lr: 1.000e-04, eta: 3 days, 3:08:18, time: 1.462, data_time: 0.014, memory: 64785, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0295, loss_semantic_seg: 0.1801, s0.loss_cls: 0.1587, s0.acc: 94.0835, s0.loss_bbox: 0.0952, s0.loss_mask: 0.2047, s1.loss_cls: 0.0748, s1.acc: 94.4807, s1.loss_bbox: 0.1023, s1.loss_mask: 0.0960, s2.loss_cls: 0.0382, s2.acc: 94.2297, s2.loss_bbox: 0.0650, s2.loss_mask: 0.0456, loss: 1.1130 2022-06-06 06:37:58,493 - mmdet - INFO - Epoch [11][6150/7330] lr: 1.000e-04, eta: 3 days, 3:07:03, time: 1.451, data_time: 0.015, memory: 64785, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0283, loss_semantic_seg: 0.1868, s0.loss_cls: 0.1743, s0.acc: 93.8340, s0.loss_bbox: 0.0968, s0.loss_mask: 0.1987, s1.loss_cls: 0.0814, s1.acc: 94.2228, s1.loss_bbox: 0.1027, s1.loss_mask: 0.0920, s2.loss_cls: 0.0415, s2.acc: 94.0313, s2.loss_bbox: 0.0634, s2.loss_mask: 0.0430, loss: 1.1305 2022-06-06 06:39:10,137 - mmdet - INFO - Epoch [11][6200/7330] lr: 1.000e-04, eta: 3 days, 3:05:45, time: 1.431, data_time: 0.017, memory: 64785, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0295, loss_semantic_seg: 0.1924, s0.loss_cls: 0.1720, s0.acc: 93.8257, s0.loss_bbox: 0.1015, s0.loss_mask: 0.2054, s1.loss_cls: 0.0786, s1.acc: 94.3949, s1.loss_bbox: 0.1086, s1.loss_mask: 0.0959, s2.loss_cls: 0.0403, s2.acc: 94.0752, s2.loss_bbox: 0.0673, s2.loss_mask: 0.0452, loss: 1.1628 2022-06-06 06:40:23,918 - mmdet - INFO - Epoch [11][6250/7330] lr: 1.000e-04, eta: 3 days, 3:04:33, time: 1.475, data_time: 0.016, memory: 64785, loss_rpn_cls: 0.0238, loss_rpn_bbox: 0.0288, loss_semantic_seg: 0.1892, s0.loss_cls: 0.1685, s0.acc: 94.0620, s0.loss_bbox: 0.0934, s0.loss_mask: 0.1977, s1.loss_cls: 0.0802, s1.acc: 94.4419, s1.loss_bbox: 0.1013, s1.loss_mask: 0.0925, s2.loss_cls: 0.0400, s2.acc: 94.3723, s2.loss_bbox: 0.0634, s2.loss_mask: 0.0434, loss: 1.1223 2022-06-06 06:41:36,272 - mmdet - INFO - Epoch [11][6300/7330] lr: 1.000e-04, eta: 3 days, 3:03:18, time: 1.449, data_time: 0.016, memory: 64785, loss_rpn_cls: 0.0240, loss_rpn_bbox: 0.0304, loss_semantic_seg: 0.1965, s0.loss_cls: 0.1659, s0.acc: 94.0388, s0.loss_bbox: 0.0940, s0.loss_mask: 0.2003, s1.loss_cls: 0.0769, s1.acc: 94.5290, s1.loss_bbox: 0.1007, s1.loss_mask: 0.0940, s2.loss_cls: 0.0395, s2.acc: 94.2785, s2.loss_bbox: 0.0646, s2.loss_mask: 0.0445, loss: 1.1312 2022-06-06 06:42:48,518 - mmdet - INFO - Epoch [11][6350/7330] lr: 1.000e-04, eta: 3 days, 3:02:02, time: 1.445, data_time: 0.015, memory: 64785, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0295, loss_semantic_seg: 0.1863, s0.loss_cls: 0.1657, s0.acc: 94.1362, s0.loss_bbox: 0.0949, s0.loss_mask: 0.2004, s1.loss_cls: 0.0768, s1.acc: 94.5832, s1.loss_bbox: 0.1027, s1.loss_mask: 0.0941, s2.loss_cls: 0.0388, s2.acc: 94.4934, s2.loss_bbox: 0.0647, s2.loss_mask: 0.0442, loss: 1.1207 2022-06-06 06:44:01,027 - mmdet - INFO - Epoch [11][6400/7330] lr: 1.000e-04, eta: 3 days, 3:00:47, time: 1.450, data_time: 0.014, memory: 64785, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0280, loss_semantic_seg: 0.1982, s0.loss_cls: 0.1594, s0.acc: 94.0972, s0.loss_bbox: 0.0927, s0.loss_mask: 0.1989, s1.loss_cls: 0.0733, s1.acc: 94.5328, s1.loss_bbox: 0.0983, s1.loss_mask: 0.0917, s2.loss_cls: 0.0372, s2.acc: 94.3593, s2.loss_bbox: 0.0612, s2.loss_mask: 0.0430, loss: 1.1046 2022-06-06 06:45:13,183 - mmdet - INFO - Epoch [11][6450/7330] lr: 1.000e-04, eta: 3 days, 2:59:31, time: 1.443, data_time: 0.014, memory: 64785, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0293, loss_semantic_seg: 0.1873, s0.loss_cls: 0.1555, s0.acc: 94.3430, s0.loss_bbox: 0.0953, s0.loss_mask: 0.2020, s1.loss_cls: 0.0714, s1.acc: 94.8539, s1.loss_bbox: 0.1001, s1.loss_mask: 0.0945, s2.loss_cls: 0.0361, s2.acc: 94.6784, s2.loss_bbox: 0.0613, s2.loss_mask: 0.0446, loss: 1.1010 2022-06-06 06:46:25,090 - mmdet - INFO - Epoch [11][6500/7330] lr: 1.000e-04, eta: 3 days, 2:58:14, time: 1.438, data_time: 0.015, memory: 64785, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0276, loss_semantic_seg: 0.1921, s0.loss_cls: 0.1578, s0.acc: 94.2456, s0.loss_bbox: 0.0932, s0.loss_mask: 0.1990, s1.loss_cls: 0.0724, s1.acc: 94.6880, s1.loss_bbox: 0.0986, s1.loss_mask: 0.0930, s2.loss_cls: 0.0371, s2.acc: 94.3862, s2.loss_bbox: 0.0613, s2.loss_mask: 0.0439, loss: 1.0986 2022-06-06 06:47:36,896 - mmdet - INFO - Epoch [11][6550/7330] lr: 1.000e-04, eta: 3 days, 2:56:57, time: 1.436, data_time: 0.013, memory: 64785, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0268, loss_semantic_seg: 0.1884, s0.loss_cls: 0.1576, s0.acc: 94.3062, s0.loss_bbox: 0.0911, s0.loss_mask: 0.2078, s1.loss_cls: 0.0744, s1.acc: 94.7390, s1.loss_bbox: 0.0990, s1.loss_mask: 0.0978, s2.loss_cls: 0.0377, s2.acc: 94.5423, s2.loss_bbox: 0.0633, s2.loss_mask: 0.0459, loss: 1.1118 2022-06-06 06:48:49,432 - mmdet - INFO - Epoch [11][6600/7330] lr: 1.000e-04, eta: 3 days, 2:55:42, time: 1.451, data_time: 0.017, memory: 64785, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0263, loss_semantic_seg: 0.1858, s0.loss_cls: 0.1510, s0.acc: 94.4836, s0.loss_bbox: 0.0906, s0.loss_mask: 0.1993, s1.loss_cls: 0.0695, s1.acc: 94.9220, s1.loss_bbox: 0.0975, s1.loss_mask: 0.0941, s2.loss_cls: 0.0357, s2.acc: 94.7201, s2.loss_bbox: 0.0614, s2.loss_mask: 0.0445, loss: 1.0772 2022-06-06 06:50:01,754 - mmdet - INFO - Epoch [11][6650/7330] lr: 1.000e-04, eta: 3 days, 2:54:27, time: 1.446, data_time: 0.015, memory: 64785, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0268, loss_semantic_seg: 0.1870, s0.loss_cls: 0.1508, s0.acc: 94.4580, s0.loss_bbox: 0.0889, s0.loss_mask: 0.1985, s1.loss_cls: 0.0690, s1.acc: 94.9173, s1.loss_bbox: 0.0971, s1.loss_mask: 0.0940, s2.loss_cls: 0.0354, s2.acc: 94.6234, s2.loss_bbox: 0.0622, s2.loss_mask: 0.0444, loss: 1.0762 2022-06-06 06:51:13,489 - mmdet - INFO - Exp name: htc++_beit_adapter_v2_large_fpn_3x_coco.py 2022-06-06 06:51:13,490 - mmdet - INFO - Epoch [11][6700/7330] lr: 1.000e-04, eta: 3 days, 2:53:10, time: 1.435, data_time: 0.018, memory: 64785, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0291, loss_semantic_seg: 0.1815, s0.loss_cls: 0.1673, s0.acc: 93.9741, s0.loss_bbox: 0.1007, s0.loss_mask: 0.2071, s1.loss_cls: 0.0779, s1.acc: 94.4167, s1.loss_bbox: 0.1083, s1.loss_mask: 0.0968, s2.loss_cls: 0.0394, s2.acc: 94.2986, s2.loss_bbox: 0.0669, s2.loss_mask: 0.0452, loss: 1.1417 2022-06-06 06:52:25,366 - mmdet - INFO - Epoch [11][6750/7330] lr: 1.000e-04, eta: 3 days, 2:51:53, time: 1.437, data_time: 0.013, memory: 64785, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0278, loss_semantic_seg: 0.1956, s0.loss_cls: 0.1642, s0.acc: 94.1025, s0.loss_bbox: 0.0958, s0.loss_mask: 0.2077, s1.loss_cls: 0.0759, s1.acc: 94.6523, s1.loss_bbox: 0.1033, s1.loss_mask: 0.0980, s2.loss_cls: 0.0386, s2.acc: 94.4382, s2.loss_bbox: 0.0653, s2.loss_mask: 0.0457, loss: 1.1438 2022-06-06 06:53:38,820 - mmdet - INFO - Epoch [11][6800/7330] lr: 1.000e-04, eta: 3 days, 2:50:40, time: 1.470, data_time: 0.013, memory: 64785, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0292, loss_semantic_seg: 0.1920, s0.loss_cls: 0.1690, s0.acc: 93.9382, s0.loss_bbox: 0.0976, s0.loss_mask: 0.2036, s1.loss_cls: 0.0785, s1.acc: 94.3927, s1.loss_bbox: 0.1031, s1.loss_mask: 0.0955, s2.loss_cls: 0.0399, s2.acc: 94.1559, s2.loss_bbox: 0.0645, s2.loss_mask: 0.0452, loss: 1.1425 2022-06-06 06:54:52,661 - mmdet - INFO - Epoch [11][6850/7330] lr: 1.000e-04, eta: 3 days, 2:49:28, time: 1.477, data_time: 0.016, memory: 64785, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0285, loss_semantic_seg: 0.1856, s0.loss_cls: 0.1718, s0.acc: 93.8420, s0.loss_bbox: 0.0981, s0.loss_mask: 0.2050, s1.loss_cls: 0.0806, s1.acc: 94.2668, s1.loss_bbox: 0.1057, s1.loss_mask: 0.0965, s2.loss_cls: 0.0414, s2.acc: 93.9254, s2.loss_bbox: 0.0666, s2.loss_mask: 0.0457, loss: 1.1485 2022-06-06 06:56:06,602 - mmdet - INFO - Epoch [11][6900/7330] lr: 1.000e-04, eta: 3 days, 2:48:16, time: 1.478, data_time: 0.012, memory: 64785, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0295, loss_semantic_seg: 0.1908, s0.loss_cls: 0.1743, s0.acc: 93.6479, s0.loss_bbox: 0.0994, s0.loss_mask: 0.2097, s1.loss_cls: 0.0805, s1.acc: 94.1042, s1.loss_bbox: 0.1049, s1.loss_mask: 0.0976, s2.loss_cls: 0.0407, s2.acc: 93.8935, s2.loss_bbox: 0.0649, s2.loss_mask: 0.0462, loss: 1.1660 2022-06-06 06:57:19,786 - mmdet - INFO - Epoch [11][6950/7330] lr: 1.000e-04, eta: 3 days, 2:47:03, time: 1.464, data_time: 0.019, memory: 64785, loss_rpn_cls: 0.0240, loss_rpn_bbox: 0.0308, loss_semantic_seg: 0.1907, s0.loss_cls: 0.1681, s0.acc: 93.9382, s0.loss_bbox: 0.0965, s0.loss_mask: 0.1993, s1.loss_cls: 0.0779, s1.acc: 94.3991, s1.loss_bbox: 0.1023, s1.loss_mask: 0.0946, s2.loss_cls: 0.0400, s2.acc: 94.2046, s2.loss_bbox: 0.0637, s2.loss_mask: 0.0451, loss: 1.1330 2022-06-06 06:58:31,995 - mmdet - INFO - Epoch [11][7000/7330] lr: 1.000e-04, eta: 3 days, 2:45:47, time: 1.444, data_time: 0.014, memory: 64785, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0267, loss_semantic_seg: 0.1813, s0.loss_cls: 0.1595, s0.acc: 94.2781, s0.loss_bbox: 0.0953, s0.loss_mask: 0.2004, s1.loss_cls: 0.0751, s1.acc: 94.6133, s1.loss_bbox: 0.1029, s1.loss_mask: 0.0941, s2.loss_cls: 0.0385, s2.acc: 94.3479, s2.loss_bbox: 0.0629, s2.loss_mask: 0.0443, loss: 1.1043 2022-06-06 06:59:44,258 - mmdet - INFO - Epoch [11][7050/7330] lr: 1.000e-04, eta: 3 days, 2:44:31, time: 1.445, data_time: 0.014, memory: 64785, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0268, loss_semantic_seg: 0.1814, s0.loss_cls: 0.1624, s0.acc: 94.1213, s0.loss_bbox: 0.0974, s0.loss_mask: 0.2066, s1.loss_cls: 0.0753, s1.acc: 94.5285, s1.loss_bbox: 0.1047, s1.loss_mask: 0.0972, s2.loss_cls: 0.0388, s2.acc: 94.2989, s2.loss_bbox: 0.0678, s2.loss_mask: 0.0458, loss: 1.1273 2022-06-06 07:00:56,455 - mmdet - INFO - Epoch [11][7100/7330] lr: 1.000e-04, eta: 3 days, 2:43:15, time: 1.444, data_time: 0.016, memory: 64785, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0281, loss_semantic_seg: 0.1929, s0.loss_cls: 0.1642, s0.acc: 94.1179, s0.loss_bbox: 0.0964, s0.loss_mask: 0.1988, s1.loss_cls: 0.0767, s1.acc: 94.5530, s1.loss_bbox: 0.1052, s1.loss_mask: 0.0947, s2.loss_cls: 0.0388, s2.acc: 94.3066, s2.loss_bbox: 0.0661, s2.loss_mask: 0.0444, loss: 1.1279 2022-06-06 07:02:09,453 - mmdet - INFO - Epoch [11][7150/7330] lr: 1.000e-04, eta: 3 days, 2:42:01, time: 1.460, data_time: 0.019, memory: 64785, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0300, loss_semantic_seg: 0.1898, s0.loss_cls: 0.1692, s0.acc: 93.7949, s0.loss_bbox: 0.0995, s0.loss_mask: 0.2064, s1.loss_cls: 0.0794, s1.acc: 94.1654, s1.loss_bbox: 0.1083, s1.loss_mask: 0.0969, s2.loss_cls: 0.0413, s2.acc: 93.9116, s2.loss_bbox: 0.0680, s2.loss_mask: 0.0449, loss: 1.1584 2022-06-06 07:03:22,977 - mmdet - INFO - Epoch [11][7200/7330] lr: 1.000e-04, eta: 3 days, 2:40:49, time: 1.470, data_time: 0.014, memory: 64785, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0301, loss_semantic_seg: 0.1772, s0.loss_cls: 0.1835, s0.acc: 93.5781, s0.loss_bbox: 0.1027, s0.loss_mask: 0.2086, s1.loss_cls: 0.0863, s1.acc: 93.9135, s1.loss_bbox: 0.1101, s1.loss_mask: 0.0968, s2.loss_cls: 0.0432, s2.acc: 93.8061, s2.loss_bbox: 0.0692, s2.loss_mask: 0.0453, loss: 1.1773 2022-06-06 07:04:36,291 - mmdet - INFO - Epoch [11][7250/7330] lr: 1.000e-04, eta: 3 days, 2:39:35, time: 1.466, data_time: 0.017, memory: 64785, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0307, loss_semantic_seg: 0.1780, s0.loss_cls: 0.1783, s0.acc: 93.6536, s0.loss_bbox: 0.1016, s0.loss_mask: 0.2034, s1.loss_cls: 0.0834, s1.acc: 94.0488, s1.loss_bbox: 0.1086, s1.loss_mask: 0.0944, s2.loss_cls: 0.0419, s2.acc: 93.8943, s2.loss_bbox: 0.0674, s2.loss_mask: 0.0441, loss: 1.1544 2022-06-06 07:05:48,843 - mmdet - INFO - Epoch [11][7300/7330] lr: 1.000e-04, eta: 3 days, 2:38:20, time: 1.451, data_time: 0.017, memory: 64785, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0306, loss_semantic_seg: 0.1893, s0.loss_cls: 0.1742, s0.acc: 93.7007, s0.loss_bbox: 0.0995, s0.loss_mask: 0.2040, s1.loss_cls: 0.0816, s1.acc: 94.1647, s1.loss_bbox: 0.1081, s1.loss_mask: 0.0954, s2.loss_cls: 0.0413, s2.acc: 93.9774, s2.loss_bbox: 0.0668, s2.loss_mask: 0.0448, loss: 1.1621 2022-06-06 07:06:50,744 - mmdet - INFO - Saving checkpoint at 11 epochs 2022-06-06 07:11:02,885 - mmdet - INFO - Evaluating bbox... 2022-06-06 07:11:50,466 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.551 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.743 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.611 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.405 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.589 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 ] = 0.719 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.719 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.719 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.573 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.757 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.844 2022-06-06 07:11:50,467 - mmdet - INFO - Evaluating segm... 2022-06-06 07:12:48,083 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.482 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.722 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.528 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.299 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 ] = 0.660 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 ] = 0.478 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.665 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.769 2022-06-06 07:12:49,136 - mmdet - INFO - Exp name: htc++_beit_adapter_v2_large_fpn_3x_coco.py 2022-06-06 07:12:49,137 - mmdet - INFO - Epoch(val) [11][313] bbox_mAP: 0.5510, bbox_mAP_50: 0.7430, bbox_mAP_75: 0.6110, bbox_mAP_s: 0.4050, bbox_mAP_m: 0.5890, bbox_mAP_l: 0.6740, bbox_mAP_copypaste: 0.551 0.743 0.611 0.405 0.589 0.674, segm_mAP: 0.4820, segm_mAP_50: 0.7220, segm_mAP_75: 0.5280, segm_mAP_s: 0.2990, segm_mAP_m: 0.5190, segm_mAP_l: 0.6600, segm_mAP_copypaste: 0.482 0.722 0.528 0.299 0.519 0.660 2022-06-06 07:17:37,427 - mmdet - INFO - Epoch [12][50/7330] lr: 1.000e-04, eta: 3 days, 2:42:51, time: 5.765, data_time: 4.314, memory: 64785, loss_rpn_cls: 0.0245, loss_rpn_bbox: 0.0289, loss_semantic_seg: 0.1809, s0.loss_cls: 0.1436, s0.acc: 94.8042, s0.loss_bbox: 0.0858, s0.loss_mask: 0.1997, s1.loss_cls: 0.0659, s1.acc: 95.2065, s1.loss_bbox: 0.0931, s1.loss_mask: 0.0938, s2.loss_cls: 0.0336, s2.acc: 95.0148, s2.loss_bbox: 0.0590, s2.loss_mask: 0.0443, loss: 1.0530 2022-06-06 07:18:50,557 - mmdet - INFO - Epoch [12][100/7330] lr: 1.000e-04, eta: 3 days, 2:41:37, time: 1.463, data_time: 0.017, memory: 64785, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0288, loss_semantic_seg: 0.1848, s0.loss_cls: 0.1534, s0.acc: 94.3457, s0.loss_bbox: 0.0928, s0.loss_mask: 0.2040, s1.loss_cls: 0.0714, s1.acc: 94.7314, s1.loss_bbox: 0.0996, s1.loss_mask: 0.0954, s2.loss_cls: 0.0365, s2.acc: 94.5589, s2.loss_bbox: 0.0629, s2.loss_mask: 0.0449, loss: 1.0987 2022-06-06 07:20:03,729 - mmdet - INFO - Epoch [12][150/7330] lr: 1.000e-04, eta: 3 days, 2:40:23, time: 1.464, data_time: 0.021, memory: 64785, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0283, loss_semantic_seg: 0.1744, s0.loss_cls: 0.1561, s0.acc: 94.2949, s0.loss_bbox: 0.0898, s0.loss_mask: 0.1932, s1.loss_cls: 0.0729, s1.acc: 94.7174, s1.loss_bbox: 0.0971, s1.loss_mask: 0.0906, s2.loss_cls: 0.0369, s2.acc: 94.6376, s2.loss_bbox: 0.0607, s2.loss_mask: 0.0425, loss: 1.0642 2022-06-06 07:21:16,807 - mmdet - INFO - Epoch [12][200/7330] lr: 1.000e-04, eta: 3 days, 2:39:09, time: 1.462, data_time: 0.017, memory: 64785, loss_rpn_cls: 0.0241, loss_rpn_bbox: 0.0260, loss_semantic_seg: 0.1830, s0.loss_cls: 0.1540, s0.acc: 94.3123, s0.loss_bbox: 0.0901, s0.loss_mask: 0.1994, s1.loss_cls: 0.0717, s1.acc: 94.7047, s1.loss_bbox: 0.0973, s1.loss_mask: 0.0938, s2.loss_cls: 0.0366, s2.acc: 94.5320, s2.loss_bbox: 0.0606, s2.loss_mask: 0.0439, loss: 1.0804 2022-06-06 07:22:30,693 - mmdet - INFO - Epoch [12][250/7330] lr: 1.000e-04, eta: 3 days, 2:37:57, time: 1.478, data_time: 0.021, memory: 64785, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0290, loss_semantic_seg: 0.1783, s0.loss_cls: 0.1666, s0.acc: 93.9771, s0.loss_bbox: 0.0952, s0.loss_mask: 0.2011, s1.loss_cls: 0.0775, s1.acc: 94.4231, s1.loss_bbox: 0.1017, s1.loss_mask: 0.0945, s2.loss_cls: 0.0389, s2.acc: 94.3357, s2.loss_bbox: 0.0660, s2.loss_mask: 0.0447, loss: 1.1176 2022-06-06 07:23:44,280 - mmdet - INFO - Epoch [12][300/7330] lr: 1.000e-04, eta: 3 days, 2:36:43, time: 1.470, data_time: 0.015, memory: 64785, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0272, loss_semantic_seg: 0.1761, s0.loss_cls: 0.1640, s0.acc: 94.0396, s0.loss_bbox: 0.0917, s0.loss_mask: 0.1990, s1.loss_cls: 0.0769, s1.acc: 94.4401, s1.loss_bbox: 0.1006, s1.loss_mask: 0.0938, s2.loss_cls: 0.0384, s2.acc: 94.3857, s2.loss_bbox: 0.0641, s2.loss_mask: 0.0441, loss: 1.0977 2022-06-06 07:24:58,030 - mmdet - INFO - Epoch [12][350/7330] lr: 1.000e-04, eta: 3 days, 2:35:31, time: 1.477, data_time: 0.018, memory: 64785, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0291, loss_semantic_seg: 0.1870, s0.loss_cls: 0.1649, s0.acc: 93.9788, s0.loss_bbox: 0.0956, s0.loss_mask: 0.2024, s1.loss_cls: 0.0773, s1.acc: 94.3023, s1.loss_bbox: 0.1042, s1.loss_mask: 0.0953, s2.loss_cls: 0.0392, s2.acc: 94.1703, s2.loss_bbox: 0.0672, s2.loss_mask: 0.0449, loss: 1.1319 2022-06-06 07:26:11,314 - mmdet - INFO - Epoch [12][400/7330] lr: 1.000e-04, eta: 3 days, 2:34:17, time: 1.465, data_time: 0.019, memory: 64785, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0275, loss_semantic_seg: 0.1875, s0.loss_cls: 0.1616, s0.acc: 94.2014, s0.loss_bbox: 0.0920, s0.loss_mask: 0.1913, s1.loss_cls: 0.0745, s1.acc: 94.6885, s1.loss_bbox: 0.1004, s1.loss_mask: 0.0900, s2.loss_cls: 0.0378, s2.acc: 94.4855, s2.loss_bbox: 0.0644, s2.loss_mask: 0.0424, loss: 1.0924 2022-06-06 07:27:25,097 - mmdet - INFO - Epoch [12][450/7330] lr: 1.000e-04, eta: 3 days, 2:33:05, time: 1.476, data_time: 0.017, memory: 64785, loss_rpn_cls: 0.0238, loss_rpn_bbox: 0.0290, loss_semantic_seg: 0.1872, s0.loss_cls: 0.1686, s0.acc: 94.0417, s0.loss_bbox: 0.0960, s0.loss_mask: 0.1987, s1.loss_cls: 0.0800, s1.acc: 94.3298, s1.loss_bbox: 0.1036, s1.loss_mask: 0.0935, s2.loss_cls: 0.0404, s2.acc: 94.1472, s2.loss_bbox: 0.0680, s2.loss_mask: 0.0446, loss: 1.1333 2022-06-06 07:28:38,035 - mmdet - INFO - Epoch [12][500/7330] lr: 1.000e-04, eta: 3 days, 2:31:50, time: 1.459, data_time: 0.015, memory: 64785, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0290, loss_semantic_seg: 0.1833, s0.loss_cls: 0.1684, s0.acc: 93.9685, s0.loss_bbox: 0.0946, s0.loss_mask: 0.2010, s1.loss_cls: 0.0788, s1.acc: 94.2407, s1.loss_bbox: 0.1022, s1.loss_mask: 0.0941, s2.loss_cls: 0.0405, s2.acc: 93.9636, s2.loss_bbox: 0.0646, s2.loss_mask: 0.0443, loss: 1.1247 2022-06-06 07:29:51,488 - mmdet - INFO - Epoch [12][550/7330] lr: 1.000e-04, eta: 3 days, 2:30:37, time: 1.469, data_time: 0.013, memory: 64785, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0298, loss_semantic_seg: 0.1904, s0.loss_cls: 0.1638, s0.acc: 94.0439, s0.loss_bbox: 0.0967, s0.loss_mask: 0.2029, s1.loss_cls: 0.0755, s1.acc: 94.4619, s1.loss_bbox: 0.1033, s1.loss_mask: 0.0955, s2.loss_cls: 0.0390, s2.acc: 94.2573, s2.loss_bbox: 0.0642, s2.loss_mask: 0.0448, loss: 1.1319 2022-06-06 07:31:05,779 - mmdet - INFO - Epoch [12][600/7330] lr: 1.000e-04, eta: 3 days, 2:29:26, time: 1.485, data_time: 0.014, memory: 64785, loss_rpn_cls: 0.0246, loss_rpn_bbox: 0.0313, loss_semantic_seg: 0.1825, s0.loss_cls: 0.1626, s0.acc: 94.0486, s0.loss_bbox: 0.0953, s0.loss_mask: 0.2022, s1.loss_cls: 0.0755, s1.acc: 94.4937, s1.loss_bbox: 0.1009, s1.loss_mask: 0.0946, s2.loss_cls: 0.0377, s2.acc: 94.4220, s2.loss_bbox: 0.0640, s2.loss_mask: 0.0447, loss: 1.1159 2022-06-06 07:32:19,476 - mmdet - INFO - Epoch [12][650/7330] lr: 1.000e-04, eta: 3 days, 2:28:13, time: 1.474, data_time: 0.015, memory: 64785, loss_rpn_cls: 0.0238, loss_rpn_bbox: 0.0279, loss_semantic_seg: 0.1906, s0.loss_cls: 0.1690, s0.acc: 93.8635, s0.loss_bbox: 0.0973, s0.loss_mask: 0.2008, s1.loss_cls: 0.0778, s1.acc: 94.2498, s1.loss_bbox: 0.1063, s1.loss_mask: 0.0937, s2.loss_cls: 0.0393, s2.acc: 94.1330, s2.loss_bbox: 0.0668, s2.loss_mask: 0.0439, loss: 1.1372 2022-06-06 07:33:30,826 - mmdet - INFO - Epoch [12][700/7330] lr: 1.000e-04, eta: 3 days, 2:26:55, time: 1.427, data_time: 0.015, memory: 64785, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0275, loss_semantic_seg: 0.1790, s0.loss_cls: 0.1560, s0.acc: 94.3042, s0.loss_bbox: 0.0902, s0.loss_mask: 0.1996, s1.loss_cls: 0.0720, s1.acc: 94.7663, s1.loss_bbox: 0.1006, s1.loss_mask: 0.0944, s2.loss_cls: 0.0367, s2.acc: 94.6426, s2.loss_bbox: 0.0653, s2.loss_mask: 0.0444, loss: 1.0865 2022-06-06 07:34:43,775 - mmdet - INFO - Epoch [12][750/7330] lr: 1.000e-04, eta: 3 days, 2:25:40, time: 1.459, data_time: 0.015, memory: 64785, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0288, loss_semantic_seg: 0.1799, s0.loss_cls: 0.1612, s0.acc: 94.0168, s0.loss_bbox: 0.0956, s0.loss_mask: 0.1997, s1.loss_cls: 0.0747, s1.acc: 94.4857, s1.loss_bbox: 0.1027, s1.loss_mask: 0.0937, s2.loss_cls: 0.0381, s2.acc: 94.2272, s2.loss_bbox: 0.0642, s2.loss_mask: 0.0443, loss: 1.1060 2022-06-06 07:35:56,270 - mmdet - INFO - Epoch [12][800/7330] lr: 1.000e-04, eta: 3 days, 2:24:25, time: 1.450, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0292, loss_semantic_seg: 0.1756, s0.loss_cls: 0.1699, s0.acc: 93.9622, s0.loss_bbox: 0.0964, s0.loss_mask: 0.1922, s1.loss_cls: 0.0785, s1.acc: 94.4119, s1.loss_bbox: 0.1023, s1.loss_mask: 0.0902, s2.loss_cls: 0.0401, s2.acc: 94.2222, s2.loss_bbox: 0.0655, s2.loss_mask: 0.0426, loss: 1.1064 2022-06-06 07:37:08,814 - mmdet - INFO - Epoch [12][850/7330] lr: 1.000e-04, eta: 3 days, 2:23:10, time: 1.451, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0292, loss_semantic_seg: 0.1902, s0.loss_cls: 0.1640, s0.acc: 94.0537, s0.loss_bbox: 0.0929, s0.loss_mask: 0.1962, s1.loss_cls: 0.0764, s1.acc: 94.5088, s1.loss_bbox: 0.1008, s1.loss_mask: 0.0926, s2.loss_cls: 0.0391, s2.acc: 94.3060, s2.loss_bbox: 0.0648, s2.loss_mask: 0.0434, loss: 1.1114 2022-06-06 07:38:22,596 - mmdet - INFO - Epoch [12][900/7330] lr: 1.000e-04, eta: 3 days, 2:21:57, time: 1.475, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0317, loss_semantic_seg: 0.1799, s0.loss_cls: 0.1799, s0.acc: 93.4707, s0.loss_bbox: 0.1006, s0.loss_mask: 0.2058, s1.loss_cls: 0.0849, s1.acc: 93.8584, s1.loss_bbox: 0.1064, s1.loss_mask: 0.0957, s2.loss_cls: 0.0424, s2.acc: 93.6748, s2.loss_bbox: 0.0665, s2.loss_mask: 0.0447, loss: 1.1643 2022-06-06 07:39:36,015 - mmdet - INFO - Epoch [12][950/7330] lr: 1.000e-04, eta: 3 days, 2:20:44, time: 1.469, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0249, loss_rpn_bbox: 0.0296, loss_semantic_seg: 0.1849, s0.loss_cls: 0.1745, s0.acc: 93.6558, s0.loss_bbox: 0.1005, s0.loss_mask: 0.2015, s1.loss_cls: 0.0816, s1.acc: 94.1632, s1.loss_bbox: 0.1064, s1.loss_mask: 0.0941, s2.loss_cls: 0.0410, s2.acc: 94.0041, s2.loss_bbox: 0.0673, s2.loss_mask: 0.0448, loss: 1.1511 2022-06-06 07:40:49,236 - mmdet - INFO - Epoch [12][1000/7330] lr: 1.000e-04, eta: 3 days, 2:19:30, time: 1.464, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0295, loss_semantic_seg: 0.1904, s0.loss_cls: 0.1688, s0.acc: 93.9429, s0.loss_bbox: 0.0967, s0.loss_mask: 0.2007, s1.loss_cls: 0.0796, s1.acc: 94.3163, s1.loss_bbox: 0.1049, s1.loss_mask: 0.0934, s2.loss_cls: 0.0399, s2.acc: 94.1240, s2.loss_bbox: 0.0654, s2.loss_mask: 0.0437, loss: 1.1341 2022-06-06 07:42:03,145 - mmdet - INFO - Epoch [12][1050/7330] lr: 1.000e-04, eta: 3 days, 2:18:17, time: 1.478, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0316, loss_semantic_seg: 0.1876, s0.loss_cls: 0.1704, s0.acc: 93.8330, s0.loss_bbox: 0.0986, s0.loss_mask: 0.2024, s1.loss_cls: 0.0791, s1.acc: 94.2860, s1.loss_bbox: 0.1063, s1.loss_mask: 0.0949, s2.loss_cls: 0.0404, s2.acc: 94.0495, s2.loss_bbox: 0.0668, s2.loss_mask: 0.0444, loss: 1.1468 2022-06-06 07:43:15,354 - mmdet - INFO - Epoch [12][1100/7330] lr: 1.000e-04, eta: 3 days, 2:17:01, time: 1.444, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0291, loss_semantic_seg: 0.1825, s0.loss_cls: 0.1745, s0.acc: 93.8528, s0.loss_bbox: 0.0982, s0.loss_mask: 0.2011, s1.loss_cls: 0.0818, s1.acc: 94.2858, s1.loss_bbox: 0.1061, s1.loss_mask: 0.0940, s2.loss_cls: 0.0415, s2.acc: 94.0244, s2.loss_bbox: 0.0673, s2.loss_mask: 0.0442, loss: 1.1446 2022-06-06 07:44:28,279 - mmdet - INFO - Epoch [12][1150/7330] lr: 1.000e-04, eta: 3 days, 2:15:47, time: 1.459, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0261, loss_semantic_seg: 0.1810, s0.loss_cls: 0.1580, s0.acc: 94.2490, s0.loss_bbox: 0.0927, s0.loss_mask: 0.1978, s1.loss_cls: 0.0724, s1.acc: 94.7453, s1.loss_bbox: 0.1031, s1.loss_mask: 0.0923, s2.loss_cls: 0.0371, s2.acc: 94.5001, s2.loss_bbox: 0.0655, s2.loss_mask: 0.0434, loss: 1.0890 2022-06-06 07:45:40,937 - mmdet - INFO - Epoch [12][1200/7330] lr: 1.000e-04, eta: 3 days, 2:14:32, time: 1.453, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0280, loss_semantic_seg: 0.1833, s0.loss_cls: 0.1755, s0.acc: 93.6675, s0.loss_bbox: 0.0971, s0.loss_mask: 0.2029, s1.loss_cls: 0.0814, s1.acc: 94.0546, s1.loss_bbox: 0.1047, s1.loss_mask: 0.0952, s2.loss_cls: 0.0418, s2.acc: 94.0041, s2.loss_bbox: 0.0666, s2.loss_mask: 0.0447, loss: 1.1447 2022-06-06 07:46:55,346 - mmdet - INFO - Epoch [12][1250/7330] lr: 1.000e-04, eta: 3 days, 2:13:21, time: 1.488, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0286, loss_semantic_seg: 0.1894, s0.loss_cls: 0.1693, s0.acc: 94.0237, s0.loss_bbox: 0.0978, s0.loss_mask: 0.1977, s1.loss_cls: 0.0799, s1.acc: 94.3986, s1.loss_bbox: 0.1046, s1.loss_mask: 0.0933, s2.loss_cls: 0.0402, s2.acc: 94.2499, s2.loss_bbox: 0.0660, s2.loss_mask: 0.0439, loss: 1.1322 2022-06-06 07:48:07,760 - mmdet - INFO - Epoch [12][1300/7330] lr: 1.000e-04, eta: 3 days, 2:12:05, time: 1.448, data_time: 0.021, memory: 64799, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0294, loss_semantic_seg: 0.1823, s0.loss_cls: 0.1852, s0.acc: 93.2996, s0.loss_bbox: 0.1048, s0.loss_mask: 0.2077, s1.loss_cls: 0.0869, s1.acc: 93.6441, s1.loss_bbox: 0.1144, s1.loss_mask: 0.0978, s2.loss_cls: 0.0436, s2.acc: 93.5292, s2.loss_bbox: 0.0709, s2.loss_mask: 0.0458, loss: 1.1913 2022-06-06 07:49:20,754 - mmdet - INFO - Epoch [12][1350/7330] lr: 1.000e-04, eta: 3 days, 2:10:51, time: 1.460, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0285, loss_semantic_seg: 0.1864, s0.loss_cls: 0.1705, s0.acc: 93.8179, s0.loss_bbox: 0.0966, s0.loss_mask: 0.1962, s1.loss_cls: 0.0790, s1.acc: 94.3267, s1.loss_bbox: 0.1021, s1.loss_mask: 0.0916, s2.loss_cls: 0.0399, s2.acc: 94.1937, s2.loss_bbox: 0.0651, s2.loss_mask: 0.0433, loss: 1.1203 2022-06-06 07:50:33,765 - mmdet - INFO - Epoch [12][1400/7330] lr: 1.000e-04, eta: 3 days, 2:09:36, time: 1.460, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0305, loss_semantic_seg: 0.1928, s0.loss_cls: 0.1761, s0.acc: 93.5876, s0.loss_bbox: 0.1005, s0.loss_mask: 0.2062, s1.loss_cls: 0.0818, s1.acc: 94.0974, s1.loss_bbox: 0.1069, s1.loss_mask: 0.0976, s2.loss_cls: 0.0415, s2.acc: 93.9181, s2.loss_bbox: 0.0676, s2.loss_mask: 0.0458, loss: 1.1711 2022-06-06 07:51:45,810 - mmdet - INFO - Epoch [12][1450/7330] lr: 1.000e-04, eta: 3 days, 2:08:20, time: 1.441, data_time: 0.021, memory: 64799, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0293, loss_semantic_seg: 0.1835, s0.loss_cls: 0.1724, s0.acc: 93.7834, s0.loss_bbox: 0.1018, s0.loss_mask: 0.2021, s1.loss_cls: 0.0805, s1.acc: 94.1695, s1.loss_bbox: 0.1074, s1.loss_mask: 0.0956, s2.loss_cls: 0.0402, s2.acc: 94.0592, s2.loss_bbox: 0.0663, s2.loss_mask: 0.0451, loss: 1.1498 2022-06-06 07:52:59,218 - mmdet - INFO - Epoch [12][1500/7330] lr: 1.000e-04, eta: 3 days, 2:07:07, time: 1.468, data_time: 0.020, memory: 64799, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0281, loss_semantic_seg: 0.1892, s0.loss_cls: 0.1729, s0.acc: 93.7795, s0.loss_bbox: 0.0997, s0.loss_mask: 0.2047, s1.loss_cls: 0.0801, s1.acc: 94.2757, s1.loss_bbox: 0.1070, s1.loss_mask: 0.0955, s2.loss_cls: 0.0407, s2.acc: 94.0593, s2.loss_bbox: 0.0668, s2.loss_mask: 0.0449, loss: 1.1525 2022-06-06 07:54:11,207 - mmdet - INFO - Epoch [12][1550/7330] lr: 1.000e-04, eta: 3 days, 2:05:50, time: 1.440, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0287, loss_semantic_seg: 0.1934, s0.loss_cls: 0.1729, s0.acc: 93.7551, s0.loss_bbox: 0.0971, s0.loss_mask: 0.2062, s1.loss_cls: 0.0803, s1.acc: 94.1526, s1.loss_bbox: 0.1055, s1.loss_mask: 0.0965, s2.loss_cls: 0.0409, s2.acc: 93.9425, s2.loss_bbox: 0.0685, s2.loss_mask: 0.0456, loss: 1.1582 2022-06-06 07:55:23,618 - mmdet - INFO - Epoch [12][1600/7330] lr: 1.000e-04, eta: 3 days, 2:04:34, time: 1.448, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0291, loss_semantic_seg: 0.1900, s0.loss_cls: 0.1624, s0.acc: 94.0732, s0.loss_bbox: 0.0980, s0.loss_mask: 0.2017, s1.loss_cls: 0.0757, s1.acc: 94.5471, s1.loss_bbox: 0.1080, s1.loss_mask: 0.0941, s2.loss_cls: 0.0387, s2.acc: 94.1742, s2.loss_bbox: 0.0675, s2.loss_mask: 0.0439, loss: 1.1300 2022-06-06 07:56:35,455 - mmdet - INFO - Epoch [12][1650/7330] lr: 1.000e-04, eta: 3 days, 2:03:18, time: 1.437, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0294, loss_semantic_seg: 0.1833, s0.loss_cls: 0.1682, s0.acc: 93.9797, s0.loss_bbox: 0.0935, s0.loss_mask: 0.2007, s1.loss_cls: 0.0781, s1.acc: 94.4266, s1.loss_bbox: 0.1030, s1.loss_mask: 0.0946, s2.loss_cls: 0.0390, s2.acc: 94.2336, s2.loss_bbox: 0.0651, s2.loss_mask: 0.0448, loss: 1.1234 2022-06-06 07:57:48,837 - mmdet - INFO - Epoch [12][1700/7330] lr: 1.000e-04, eta: 3 days, 2:02:04, time: 1.468, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0246, loss_rpn_bbox: 0.0300, loss_semantic_seg: 0.1875, s0.loss_cls: 0.1716, s0.acc: 93.7468, s0.loss_bbox: 0.0985, s0.loss_mask: 0.2049, s1.loss_cls: 0.0800, s1.acc: 94.1385, s1.loss_bbox: 0.1062, s1.loss_mask: 0.0955, s2.loss_cls: 0.0404, s2.acc: 94.0286, s2.loss_bbox: 0.0680, s2.loss_mask: 0.0450, loss: 1.1522 2022-06-06 07:59:00,848 - mmdet - INFO - Epoch [12][1750/7330] lr: 1.000e-04, eta: 3 days, 2:00:48, time: 1.440, data_time: 0.020, memory: 64799, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0291, loss_semantic_seg: 0.1916, s0.loss_cls: 0.1669, s0.acc: 94.0449, s0.loss_bbox: 0.0967, s0.loss_mask: 0.2066, s1.loss_cls: 0.0779, s1.acc: 94.4677, s1.loss_bbox: 0.1052, s1.loss_mask: 0.0969, s2.loss_cls: 0.0397, s2.acc: 94.1921, s2.loss_bbox: 0.0662, s2.loss_mask: 0.0452, loss: 1.1437 2022-06-06 08:00:13,683 - mmdet - INFO - Epoch [12][1800/7330] lr: 1.000e-04, eta: 3 days, 1:59:33, time: 1.456, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0292, loss_semantic_seg: 0.1814, s0.loss_cls: 0.1672, s0.acc: 93.9082, s0.loss_bbox: 0.0984, s0.loss_mask: 0.2019, s1.loss_cls: 0.0775, s1.acc: 94.3297, s1.loss_bbox: 0.1044, s1.loss_mask: 0.0937, s2.loss_cls: 0.0392, s2.acc: 94.1778, s2.loss_bbox: 0.0649, s2.loss_mask: 0.0439, loss: 1.1256 2022-06-06 08:01:24,785 - mmdet - INFO - Epoch [12][1850/7330] lr: 1.000e-04, eta: 3 days, 1:58:15, time: 1.422, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0278, loss_semantic_seg: 0.1858, s0.loss_cls: 0.1561, s0.acc: 94.3552, s0.loss_bbox: 0.0892, s0.loss_mask: 0.1968, s1.loss_cls: 0.0723, s1.acc: 94.8203, s1.loss_bbox: 0.0967, s1.loss_mask: 0.0932, s2.loss_cls: 0.0361, s2.acc: 94.6394, s2.loss_bbox: 0.0625, s2.loss_mask: 0.0443, loss: 1.0840 2022-06-06 08:02:37,053 - mmdet - INFO - Epoch [12][1900/7330] lr: 1.000e-04, eta: 3 days, 1:56:59, time: 1.445, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0245, loss_rpn_bbox: 0.0308, loss_semantic_seg: 0.1917, s0.loss_cls: 0.1611, s0.acc: 94.2292, s0.loss_bbox: 0.0942, s0.loss_mask: 0.2053, s1.loss_cls: 0.0744, s1.acc: 94.7575, s1.loss_bbox: 0.1007, s1.loss_mask: 0.0957, s2.loss_cls: 0.0384, s2.acc: 94.4028, s2.loss_bbox: 0.0635, s2.loss_mask: 0.0448, loss: 1.1251 2022-06-06 08:03:49,457 - mmdet - INFO - Epoch [12][1950/7330] lr: 1.000e-04, eta: 3 days, 1:55:43, time: 1.448, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0299, loss_semantic_seg: 0.1890, s0.loss_cls: 0.1713, s0.acc: 93.8892, s0.loss_bbox: 0.0972, s0.loss_mask: 0.2037, s1.loss_cls: 0.0808, s1.acc: 94.2061, s1.loss_bbox: 0.1015, s1.loss_mask: 0.0962, s2.loss_cls: 0.0413, s2.acc: 94.0211, s2.loss_bbox: 0.0636, s2.loss_mask: 0.0453, loss: 1.1455 2022-06-06 08:05:01,526 - mmdet - INFO - Epoch [12][2000/7330] lr: 1.000e-04, eta: 3 days, 1:54:27, time: 1.441, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0245, loss_rpn_bbox: 0.0280, loss_semantic_seg: 0.1848, s0.loss_cls: 0.1555, s0.acc: 94.3289, s0.loss_bbox: 0.0899, s0.loss_mask: 0.1983, s1.loss_cls: 0.0734, s1.acc: 94.7635, s1.loss_bbox: 0.0975, s1.loss_mask: 0.0939, s2.loss_cls: 0.0368, s2.acc: 94.5822, s2.loss_bbox: 0.0627, s2.loss_mask: 0.0444, loss: 1.0897 2022-06-06 08:06:13,140 - mmdet - INFO - Epoch [12][2050/7330] lr: 1.000e-04, eta: 3 days, 1:53:09, time: 1.433, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0297, loss_semantic_seg: 0.1860, s0.loss_cls: 0.1681, s0.acc: 93.9714, s0.loss_bbox: 0.0958, s0.loss_mask: 0.1998, s1.loss_cls: 0.0776, s1.acc: 94.3879, s1.loss_bbox: 0.1029, s1.loss_mask: 0.0942, s2.loss_cls: 0.0393, s2.acc: 94.1809, s2.loss_bbox: 0.0650, s2.loss_mask: 0.0441, loss: 1.1269 2022-06-06 08:07:25,614 - mmdet - INFO - Epoch [12][2100/7330] lr: 1.000e-04, eta: 3 days, 1:51:54, time: 1.449, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0233, loss_rpn_bbox: 0.0275, loss_semantic_seg: 0.1852, s0.loss_cls: 0.1664, s0.acc: 94.0776, s0.loss_bbox: 0.0986, s0.loss_mask: 0.2014, s1.loss_cls: 0.0782, s1.acc: 94.4041, s1.loss_bbox: 0.1054, s1.loss_mask: 0.0946, s2.loss_cls: 0.0394, s2.acc: 94.1568, s2.loss_bbox: 0.0655, s2.loss_mask: 0.0446, loss: 1.1301 2022-06-06 08:08:37,298 - mmdet - INFO - Epoch [12][2150/7330] lr: 1.000e-04, eta: 3 days, 1:50:37, time: 1.434, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0319, loss_semantic_seg: 0.1744, s0.loss_cls: 0.1632, s0.acc: 94.0747, s0.loss_bbox: 0.0999, s0.loss_mask: 0.2038, s1.loss_cls: 0.0760, s1.acc: 94.4341, s1.loss_bbox: 0.1051, s1.loss_mask: 0.0946, s2.loss_cls: 0.0381, s2.acc: 94.2973, s2.loss_bbox: 0.0657, s2.loss_mask: 0.0443, loss: 1.1225 2022-06-06 08:09:50,253 - mmdet - INFO - Epoch [12][2200/7330] lr: 1.000e-04, eta: 3 days, 1:49:23, time: 1.459, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0300, loss_semantic_seg: 0.1897, s0.loss_cls: 0.1652, s0.acc: 94.1016, s0.loss_bbox: 0.0989, s0.loss_mask: 0.2055, s1.loss_cls: 0.0773, s1.acc: 94.4873, s1.loss_bbox: 0.1055, s1.loss_mask: 0.0965, s2.loss_cls: 0.0395, s2.acc: 94.1829, s2.loss_bbox: 0.0638, s2.loss_mask: 0.0453, loss: 1.1387 2022-06-06 08:11:03,525 - mmdet - INFO - Epoch [12][2250/7330] lr: 1.000e-04, eta: 3 days, 1:48:09, time: 1.466, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0303, loss_semantic_seg: 0.1759, s0.loss_cls: 0.1632, s0.acc: 94.0342, s0.loss_bbox: 0.0926, s0.loss_mask: 0.2009, s1.loss_cls: 0.0759, s1.acc: 94.4722, s1.loss_bbox: 0.1011, s1.loss_mask: 0.0947, s2.loss_cls: 0.0385, s2.acc: 94.2041, s2.loss_bbox: 0.0641, s2.loss_mask: 0.0447, loss: 1.1070 2022-06-06 08:12:16,190 - mmdet - INFO - Epoch [12][2300/7330] lr: 1.000e-04, eta: 3 days, 1:46:54, time: 1.453, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0276, loss_semantic_seg: 0.1902, s0.loss_cls: 0.1646, s0.acc: 93.9832, s0.loss_bbox: 0.0932, s0.loss_mask: 0.2045, s1.loss_cls: 0.0773, s1.acc: 94.3520, s1.loss_bbox: 0.1010, s1.loss_mask: 0.0955, s2.loss_cls: 0.0389, s2.acc: 94.0856, s2.loss_bbox: 0.0641, s2.loss_mask: 0.0447, loss: 1.1221 2022-06-06 08:13:28,226 - mmdet - INFO - Epoch [12][2350/7330] lr: 1.000e-04, eta: 3 days, 1:45:38, time: 1.441, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0273, loss_semantic_seg: 0.1789, s0.loss_cls: 0.1573, s0.acc: 94.4119, s0.loss_bbox: 0.0919, s0.loss_mask: 0.1985, s1.loss_cls: 0.0710, s1.acc: 94.9267, s1.loss_bbox: 0.0997, s1.loss_mask: 0.0934, s2.loss_cls: 0.0362, s2.acc: 94.7383, s2.loss_bbox: 0.0626, s2.loss_mask: 0.0440, loss: 1.0842 2022-06-06 08:14:40,100 - mmdet - INFO - Epoch [12][2400/7330] lr: 1.000e-04, eta: 3 days, 1:44:21, time: 1.437, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0301, loss_semantic_seg: 0.1862, s0.loss_cls: 0.1636, s0.acc: 94.0520, s0.loss_bbox: 0.0956, s0.loss_mask: 0.1988, s1.loss_cls: 0.0763, s1.acc: 94.4535, s1.loss_bbox: 0.1006, s1.loss_mask: 0.0936, s2.loss_cls: 0.0389, s2.acc: 94.2957, s2.loss_bbox: 0.0617, s2.loss_mask: 0.0440, loss: 1.1150 2022-06-06 08:15:52,580 - mmdet - INFO - Epoch [12][2450/7330] lr: 1.000e-04, eta: 3 days, 1:43:05, time: 1.450, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0273, loss_semantic_seg: 0.1770, s0.loss_cls: 0.1621, s0.acc: 94.1040, s0.loss_bbox: 0.0941, s0.loss_mask: 0.1990, s1.loss_cls: 0.0747, s1.acc: 94.6492, s1.loss_bbox: 0.1005, s1.loss_mask: 0.0936, s2.loss_cls: 0.0375, s2.acc: 94.4502, s2.loss_bbox: 0.0633, s2.loss_mask: 0.0443, loss: 1.0973 2022-06-06 08:17:04,956 - mmdet - INFO - Epoch [12][2500/7330] lr: 1.000e-04, eta: 3 days, 1:41:50, time: 1.448, data_time: 0.011, memory: 64799, loss_rpn_cls: 0.0240, loss_rpn_bbox: 0.0301, loss_semantic_seg: 0.1863, s0.loss_cls: 0.1707, s0.acc: 93.9141, s0.loss_bbox: 0.0991, s0.loss_mask: 0.2013, s1.loss_cls: 0.0793, s1.acc: 94.3664, s1.loss_bbox: 0.1069, s1.loss_mask: 0.0944, s2.loss_cls: 0.0398, s2.acc: 94.1862, s2.loss_bbox: 0.0669, s2.loss_mask: 0.0441, loss: 1.1429 2022-06-06 08:18:16,870 - mmdet - INFO - Epoch [12][2550/7330] lr: 1.000e-04, eta: 3 days, 1:40:33, time: 1.438, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0234, loss_rpn_bbox: 0.0284, loss_semantic_seg: 0.1908, s0.loss_cls: 0.1693, s0.acc: 93.9316, s0.loss_bbox: 0.0990, s0.loss_mask: 0.2025, s1.loss_cls: 0.0792, s1.acc: 94.3938, s1.loss_bbox: 0.1080, s1.loss_mask: 0.0950, s2.loss_cls: 0.0397, s2.acc: 94.2069, s2.loss_bbox: 0.0667, s2.loss_mask: 0.0448, loss: 1.1467 2022-06-06 08:19:29,258 - mmdet - INFO - Epoch [12][2600/7330] lr: 1.000e-04, eta: 3 days, 1:39:18, time: 1.447, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0280, loss_semantic_seg: 0.1825, s0.loss_cls: 0.1662, s0.acc: 94.0562, s0.loss_bbox: 0.0922, s0.loss_mask: 0.1957, s1.loss_cls: 0.0763, s1.acc: 94.6738, s1.loss_bbox: 0.1006, s1.loss_mask: 0.0924, s2.loss_cls: 0.0385, s2.acc: 94.4550, s2.loss_bbox: 0.0638, s2.loss_mask: 0.0435, loss: 1.1028 2022-06-06 08:20:41,933 - mmdet - INFO - Epoch [12][2650/7330] lr: 1.000e-04, eta: 3 days, 1:38:03, time: 1.454, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0249, loss_rpn_bbox: 0.0294, loss_semantic_seg: 0.1848, s0.loss_cls: 0.1675, s0.acc: 93.8298, s0.loss_bbox: 0.0958, s0.loss_mask: 0.2035, s1.loss_cls: 0.0790, s1.acc: 94.2104, s1.loss_bbox: 0.1061, s1.loss_mask: 0.0956, s2.loss_cls: 0.0403, s2.acc: 93.9258, s2.loss_bbox: 0.0669, s2.loss_mask: 0.0453, loss: 1.1391 2022-06-06 08:21:53,877 - mmdet - INFO - Epoch [12][2700/7330] lr: 1.000e-04, eta: 3 days, 1:36:46, time: 1.439, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0297, loss_semantic_seg: 0.1816, s0.loss_cls: 0.1645, s0.acc: 93.9712, s0.loss_bbox: 0.0965, s0.loss_mask: 0.1997, s1.loss_cls: 0.0758, s1.acc: 94.4617, s1.loss_bbox: 0.1045, s1.loss_mask: 0.0926, s2.loss_cls: 0.0381, s2.acc: 94.3435, s2.loss_bbox: 0.0656, s2.loss_mask: 0.0436, loss: 1.1138 2022-06-06 08:23:06,645 - mmdet - INFO - Epoch [12][2750/7330] lr: 1.000e-04, eta: 3 days, 1:35:32, time: 1.456, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0280, loss_semantic_seg: 0.1812, s0.loss_cls: 0.1600, s0.acc: 94.2373, s0.loss_bbox: 0.0960, s0.loss_mask: 0.1999, s1.loss_cls: 0.0730, s1.acc: 94.7201, s1.loss_bbox: 0.1031, s1.loss_mask: 0.0940, s2.loss_cls: 0.0370, s2.acc: 94.5334, s2.loss_bbox: 0.0648, s2.loss_mask: 0.0442, loss: 1.1010 2022-06-06 08:24:19,939 - mmdet - INFO - Epoch [12][2800/7330] lr: 1.000e-04, eta: 3 days, 1:34:18, time: 1.466, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0284, loss_semantic_seg: 0.1831, s0.loss_cls: 0.1766, s0.acc: 93.6155, s0.loss_bbox: 0.1010, s0.loss_mask: 0.2060, s1.loss_cls: 0.0829, s1.acc: 93.9978, s1.loss_bbox: 0.1104, s1.loss_mask: 0.0967, s2.loss_cls: 0.0433, s2.acc: 93.7016, s2.loss_bbox: 0.0689, s2.loss_mask: 0.0451, loss: 1.1654 2022-06-06 08:25:32,791 - mmdet - INFO - Epoch [12][2850/7330] lr: 1.000e-04, eta: 3 days, 1:33:03, time: 1.457, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0271, loss_semantic_seg: 0.1829, s0.loss_cls: 0.1729, s0.acc: 93.7749, s0.loss_bbox: 0.0973, s0.loss_mask: 0.2089, s1.loss_cls: 0.0806, s1.acc: 94.1678, s1.loss_bbox: 0.1061, s1.loss_mask: 0.0973, s2.loss_cls: 0.0403, s2.acc: 93.9952, s2.loss_bbox: 0.0664, s2.loss_mask: 0.0448, loss: 1.1473 2022-06-06 08:26:45,977 - mmdet - INFO - Epoch [12][2900/7330] lr: 1.000e-04, eta: 3 days, 1:31:50, time: 1.464, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0290, loss_semantic_seg: 0.1810, s0.loss_cls: 0.1700, s0.acc: 93.9060, s0.loss_bbox: 0.0937, s0.loss_mask: 0.1977, s1.loss_cls: 0.0788, s1.acc: 94.3259, s1.loss_bbox: 0.1015, s1.loss_mask: 0.0922, s2.loss_cls: 0.0403, s2.acc: 94.1340, s2.loss_bbox: 0.0642, s2.loss_mask: 0.0433, loss: 1.1160 2022-06-06 08:27:59,614 - mmdet - INFO - Epoch [12][2950/7330] lr: 1.000e-04, eta: 3 days, 1:30:37, time: 1.473, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0304, loss_semantic_seg: 0.1832, s0.loss_cls: 0.1716, s0.acc: 93.7927, s0.loss_bbox: 0.0976, s0.loss_mask: 0.2081, s1.loss_cls: 0.0800, s1.acc: 94.2690, s1.loss_bbox: 0.1055, s1.loss_mask: 0.0977, s2.loss_cls: 0.0401, s2.acc: 94.2327, s2.loss_bbox: 0.0675, s2.loss_mask: 0.0459, loss: 1.1503 2022-06-06 08:29:10,972 - mmdet - INFO - Epoch [12][3000/7330] lr: 1.000e-04, eta: 3 days, 1:29:19, time: 1.427, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0267, loss_semantic_seg: 0.1769, s0.loss_cls: 0.1626, s0.acc: 94.1248, s0.loss_bbox: 0.0939, s0.loss_mask: 0.2008, s1.loss_cls: 0.0763, s1.acc: 94.4690, s1.loss_bbox: 0.1007, s1.loss_mask: 0.0946, s2.loss_cls: 0.0386, s2.acc: 94.3253, s2.loss_bbox: 0.0623, s2.loss_mask: 0.0444, loss: 1.0995 2022-06-06 08:30:23,553 - mmdet - INFO - Epoch [12][3050/7330] lr: 1.000e-04, eta: 3 days, 1:28:04, time: 1.452, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0273, loss_semantic_seg: 0.1743, s0.loss_cls: 0.1641, s0.acc: 94.0049, s0.loss_bbox: 0.0934, s0.loss_mask: 0.1969, s1.loss_cls: 0.0756, s1.acc: 94.4906, s1.loss_bbox: 0.1038, s1.loss_mask: 0.0917, s2.loss_cls: 0.0391, s2.acc: 94.2782, s2.loss_bbox: 0.0662, s2.loss_mask: 0.0430, loss: 1.0951 2022-06-06 08:31:36,683 - mmdet - INFO - Epoch [12][3100/7330] lr: 1.000e-04, eta: 3 days, 1:26:50, time: 1.463, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0302, loss_semantic_seg: 0.1971, s0.loss_cls: 0.1799, s0.acc: 93.5469, s0.loss_bbox: 0.1005, s0.loss_mask: 0.2034, s1.loss_cls: 0.0842, s1.acc: 93.9875, s1.loss_bbox: 0.1079, s1.loss_mask: 0.0951, s2.loss_cls: 0.0423, s2.acc: 93.7950, s2.loss_bbox: 0.0676, s2.loss_mask: 0.0447, loss: 1.1772 2022-06-06 08:32:49,655 - mmdet - INFO - Epoch [12][3150/7330] lr: 1.000e-04, eta: 3 days, 1:25:35, time: 1.458, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0292, loss_semantic_seg: 0.1793, s0.loss_cls: 0.1652, s0.acc: 94.0344, s0.loss_bbox: 0.0934, s0.loss_mask: 0.1990, s1.loss_cls: 0.0779, s1.acc: 94.3747, s1.loss_bbox: 0.0999, s1.loss_mask: 0.0941, s2.loss_cls: 0.0394, s2.acc: 94.2554, s2.loss_bbox: 0.0637, s2.loss_mask: 0.0443, loss: 1.1081 2022-06-06 08:34:03,295 - mmdet - INFO - Epoch [12][3200/7330] lr: 1.000e-04, eta: 3 days, 1:24:23, time: 1.475, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0301, loss_semantic_seg: 0.1798, s0.loss_cls: 0.1793, s0.acc: 93.4700, s0.loss_bbox: 0.1021, s0.loss_mask: 0.2037, s1.loss_cls: 0.0828, s1.acc: 93.9937, s1.loss_bbox: 0.1107, s1.loss_mask: 0.0954, s2.loss_cls: 0.0422, s2.acc: 93.7523, s2.loss_bbox: 0.0692, s2.loss_mask: 0.0448, loss: 1.1666 2022-06-06 08:35:16,050 - mmdet - INFO - Epoch [12][3250/7330] lr: 1.000e-04, eta: 3 days, 1:23:08, time: 1.455, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0277, loss_semantic_seg: 0.1806, s0.loss_cls: 0.1643, s0.acc: 94.0715, s0.loss_bbox: 0.0955, s0.loss_mask: 0.1993, s1.loss_cls: 0.0779, s1.acc: 94.4555, s1.loss_bbox: 0.1050, s1.loss_mask: 0.0942, s2.loss_cls: 0.0398, s2.acc: 94.2432, s2.loss_bbox: 0.0661, s2.loss_mask: 0.0447, loss: 1.1165 2022-06-06 08:36:28,286 - mmdet - INFO - Epoch [12][3300/7330] lr: 1.000e-04, eta: 3 days, 1:21:52, time: 1.445, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0277, loss_semantic_seg: 0.1777, s0.loss_cls: 0.1574, s0.acc: 94.2520, s0.loss_bbox: 0.0921, s0.loss_mask: 0.1959, s1.loss_cls: 0.0721, s1.acc: 94.7517, s1.loss_bbox: 0.1008, s1.loss_mask: 0.0924, s2.loss_cls: 0.0367, s2.acc: 94.4929, s2.loss_bbox: 0.0645, s2.loss_mask: 0.0440, loss: 1.0825 2022-06-06 08:37:40,875 - mmdet - INFO - Epoch [12][3350/7330] lr: 1.000e-04, eta: 3 days, 1:20:37, time: 1.452, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0282, loss_semantic_seg: 0.1884, s0.loss_cls: 0.1682, s0.acc: 93.8606, s0.loss_bbox: 0.0973, s0.loss_mask: 0.2009, s1.loss_cls: 0.0787, s1.acc: 94.2612, s1.loss_bbox: 0.1044, s1.loss_mask: 0.0943, s2.loss_cls: 0.0402, s2.acc: 94.0278, s2.loss_bbox: 0.0651, s2.loss_mask: 0.0440, loss: 1.1329 2022-06-06 08:38:54,580 - mmdet - INFO - Epoch [12][3400/7330] lr: 1.000e-04, eta: 3 days, 1:19:24, time: 1.474, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0289, loss_semantic_seg: 0.1907, s0.loss_cls: 0.1689, s0.acc: 93.8918, s0.loss_bbox: 0.1002, s0.loss_mask: 0.2032, s1.loss_cls: 0.0774, s1.acc: 94.4083, s1.loss_bbox: 0.1063, s1.loss_mask: 0.0943, s2.loss_cls: 0.0393, s2.acc: 94.0990, s2.loss_bbox: 0.0665, s2.loss_mask: 0.0440, loss: 1.1443 2022-06-06 08:40:08,342 - mmdet - INFO - Epoch [12][3450/7330] lr: 1.000e-04, eta: 3 days, 1:18:12, time: 1.475, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0282, loss_semantic_seg: 0.1917, s0.loss_cls: 0.1656, s0.acc: 93.8259, s0.loss_bbox: 0.0976, s0.loss_mask: 0.1984, s1.loss_cls: 0.0774, s1.acc: 94.3000, s1.loss_bbox: 0.1062, s1.loss_mask: 0.0930, s2.loss_cls: 0.0396, s2.acc: 94.0448, s2.loss_bbox: 0.0677, s2.loss_mask: 0.0438, loss: 1.1295 2022-06-06 08:41:22,239 - mmdet - INFO - Epoch [12][3500/7330] lr: 1.000e-04, eta: 3 days, 1:16:59, time: 1.478, data_time: 0.022, memory: 64799, loss_rpn_cls: 0.0240, loss_rpn_bbox: 0.0298, loss_semantic_seg: 0.1856, s0.loss_cls: 0.1747, s0.acc: 93.7368, s0.loss_bbox: 0.1007, s0.loss_mask: 0.2092, s1.loss_cls: 0.0820, s1.acc: 94.2042, s1.loss_bbox: 0.1077, s1.loss_mask: 0.0977, s2.loss_cls: 0.0412, s2.acc: 94.0623, s2.loss_bbox: 0.0691, s2.loss_mask: 0.0464, loss: 1.1680 2022-06-06 08:42:35,820 - mmdet - INFO - Epoch [12][3550/7330] lr: 1.000e-04, eta: 3 days, 1:15:47, time: 1.472, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0270, loss_semantic_seg: 0.1907, s0.loss_cls: 0.1700, s0.acc: 93.9106, s0.loss_bbox: 0.0931, s0.loss_mask: 0.1961, s1.loss_cls: 0.0790, s1.acc: 94.3265, s1.loss_bbox: 0.1019, s1.loss_mask: 0.0923, s2.loss_cls: 0.0404, s2.acc: 94.2333, s2.loss_bbox: 0.0658, s2.loss_mask: 0.0432, loss: 1.1211 2022-06-06 08:43:48,791 - mmdet - INFO - Epoch [12][3600/7330] lr: 1.000e-04, eta: 3 days, 1:14:32, time: 1.459, data_time: 0.020, memory: 64799, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0279, loss_semantic_seg: 0.1871, s0.loss_cls: 0.1755, s0.acc: 93.6331, s0.loss_bbox: 0.0975, s0.loss_mask: 0.2015, s1.loss_cls: 0.0816, s1.acc: 94.1205, s1.loss_bbox: 0.1069, s1.loss_mask: 0.0945, s2.loss_cls: 0.0414, s2.acc: 93.8876, s2.loss_bbox: 0.0682, s2.loss_mask: 0.0445, loss: 1.1488 2022-06-06 08:45:01,621 - mmdet - INFO - Epoch [12][3650/7330] lr: 1.000e-04, eta: 3 days, 1:13:18, time: 1.457, data_time: 0.011, memory: 64799, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0287, loss_semantic_seg: 0.1878, s0.loss_cls: 0.1714, s0.acc: 93.8643, s0.loss_bbox: 0.0978, s0.loss_mask: 0.2062, s1.loss_cls: 0.0814, s1.acc: 94.2716, s1.loss_bbox: 0.1065, s1.loss_mask: 0.0975, s2.loss_cls: 0.0415, s2.acc: 94.0659, s2.loss_bbox: 0.0677, s2.loss_mask: 0.0458, loss: 1.1552 2022-06-06 08:46:13,512 - mmdet - INFO - Epoch [12][3700/7330] lr: 1.000e-04, eta: 3 days, 1:12:01, time: 1.438, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0233, loss_rpn_bbox: 0.0274, loss_semantic_seg: 0.1905, s0.loss_cls: 0.1661, s0.acc: 94.0312, s0.loss_bbox: 0.0935, s0.loss_mask: 0.1990, s1.loss_cls: 0.0775, s1.acc: 94.3901, s1.loss_bbox: 0.1032, s1.loss_mask: 0.0936, s2.loss_cls: 0.0402, s2.acc: 94.1734, s2.loss_bbox: 0.0651, s2.loss_mask: 0.0443, loss: 1.1237 2022-06-06 08:47:25,650 - mmdet - INFO - Epoch [12][3750/7330] lr: 1.000e-04, eta: 3 days, 1:10:45, time: 1.443, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0233, loss_rpn_bbox: 0.0292, loss_semantic_seg: 0.1843, s0.loss_cls: 0.1708, s0.acc: 93.8313, s0.loss_bbox: 0.0988, s0.loss_mask: 0.1980, s1.loss_cls: 0.0801, s1.acc: 94.1632, s1.loss_bbox: 0.1070, s1.loss_mask: 0.0928, s2.loss_cls: 0.0411, s2.acc: 93.8840, s2.loss_bbox: 0.0682, s2.loss_mask: 0.0436, loss: 1.1373 2022-06-06 08:48:39,090 - mmdet - INFO - Epoch [12][3800/7330] lr: 1.000e-04, eta: 3 days, 1:09:32, time: 1.469, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0291, loss_semantic_seg: 0.1792, s0.loss_cls: 0.1710, s0.acc: 93.8911, s0.loss_bbox: 0.1004, s0.loss_mask: 0.2058, s1.loss_cls: 0.0786, s1.acc: 94.4000, s1.loss_bbox: 0.1086, s1.loss_mask: 0.0967, s2.loss_cls: 0.0405, s2.acc: 94.1038, s2.loss_bbox: 0.0682, s2.loss_mask: 0.0453, loss: 1.1473 2022-06-06 08:49:52,036 - mmdet - INFO - Epoch [12][3850/7330] lr: 1.000e-04, eta: 3 days, 1:08:18, time: 1.459, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0251, loss_rpn_bbox: 0.0262, loss_semantic_seg: 0.1822, s0.loss_cls: 0.1627, s0.acc: 93.9873, s0.loss_bbox: 0.0947, s0.loss_mask: 0.2029, s1.loss_cls: 0.0760, s1.acc: 94.4478, s1.loss_bbox: 0.1044, s1.loss_mask: 0.0948, s2.loss_cls: 0.0391, s2.acc: 94.1262, s2.loss_bbox: 0.0665, s2.loss_mask: 0.0444, loss: 1.1189 2022-06-06 08:51:04,809 - mmdet - INFO - Epoch [12][3900/7330] lr: 1.000e-04, eta: 3 days, 1:07:03, time: 1.455, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0272, loss_semantic_seg: 0.1791, s0.loss_cls: 0.1744, s0.acc: 93.7502, s0.loss_bbox: 0.0965, s0.loss_mask: 0.1980, s1.loss_cls: 0.0822, s1.acc: 94.1736, s1.loss_bbox: 0.1066, s1.loss_mask: 0.0939, s2.loss_cls: 0.0422, s2.acc: 93.8649, s2.loss_bbox: 0.0667, s2.loss_mask: 0.0442, loss: 1.1327 2022-06-06 08:52:17,961 - mmdet - INFO - Epoch [12][3950/7330] lr: 1.000e-04, eta: 3 days, 1:05:49, time: 1.464, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0277, loss_semantic_seg: 0.1842, s0.loss_cls: 0.1714, s0.acc: 93.9263, s0.loss_bbox: 0.0977, s0.loss_mask: 0.1979, s1.loss_cls: 0.0795, s1.acc: 94.3677, s1.loss_bbox: 0.1039, s1.loss_mask: 0.0937, s2.loss_cls: 0.0404, s2.acc: 94.1098, s2.loss_bbox: 0.0663, s2.loss_mask: 0.0441, loss: 1.1279 2022-06-06 08:53:31,751 - mmdet - INFO - Epoch [12][4000/7330] lr: 1.000e-04, eta: 3 days, 1:04:36, time: 1.476, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0251, loss_rpn_bbox: 0.0279, loss_semantic_seg: 0.1943, s0.loss_cls: 0.1787, s0.acc: 93.5786, s0.loss_bbox: 0.0980, s0.loss_mask: 0.2016, s1.loss_cls: 0.0841, s1.acc: 93.9475, s1.loss_bbox: 0.1063, s1.loss_mask: 0.0950, s2.loss_cls: 0.0423, s2.acc: 93.7706, s2.loss_bbox: 0.0667, s2.loss_mask: 0.0446, loss: 1.1646 2022-06-06 08:54:45,525 - mmdet - INFO - Epoch [12][4050/7330] lr: 1.000e-04, eta: 3 days, 1:03:24, time: 1.475, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0234, loss_rpn_bbox: 0.0301, loss_semantic_seg: 0.1880, s0.loss_cls: 0.1733, s0.acc: 93.8354, s0.loss_bbox: 0.0980, s0.loss_mask: 0.2037, s1.loss_cls: 0.0803, s1.acc: 94.2713, s1.loss_bbox: 0.1040, s1.loss_mask: 0.0957, s2.loss_cls: 0.0405, s2.acc: 94.0682, s2.loss_bbox: 0.0656, s2.loss_mask: 0.0448, loss: 1.1473 2022-06-06 08:55:59,140 - mmdet - INFO - Epoch [12][4100/7330] lr: 1.000e-04, eta: 3 days, 1:02:11, time: 1.473, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0289, loss_semantic_seg: 0.1882, s0.loss_cls: 0.1722, s0.acc: 93.8069, s0.loss_bbox: 0.0970, s0.loss_mask: 0.2018, s1.loss_cls: 0.0787, s1.acc: 94.3426, s1.loss_bbox: 0.1024, s1.loss_mask: 0.0944, s2.loss_cls: 0.0401, s2.acc: 94.0744, s2.loss_bbox: 0.0648, s2.loss_mask: 0.0442, loss: 1.1349 2022-06-06 08:57:12,396 - mmdet - INFO - Epoch [12][4150/7330] lr: 1.000e-04, eta: 3 days, 1:00:57, time: 1.465, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0286, loss_semantic_seg: 0.1867, s0.loss_cls: 0.1628, s0.acc: 94.0476, s0.loss_bbox: 0.0945, s0.loss_mask: 0.2014, s1.loss_cls: 0.0762, s1.acc: 94.5304, s1.loss_bbox: 0.1028, s1.loss_mask: 0.0950, s2.loss_cls: 0.0391, s2.acc: 94.2624, s2.loss_bbox: 0.0660, s2.loss_mask: 0.0444, loss: 1.1201 2022-06-06 08:58:25,760 - mmdet - INFO - Epoch [12][4200/7330] lr: 1.000e-04, eta: 3 days, 0:59:44, time: 1.467, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0297, loss_semantic_seg: 0.1834, s0.loss_cls: 0.1746, s0.acc: 93.6501, s0.loss_bbox: 0.1003, s0.loss_mask: 0.2076, s1.loss_cls: 0.0807, s1.acc: 94.1726, s1.loss_bbox: 0.1065, s1.loss_mask: 0.0978, s2.loss_cls: 0.0412, s2.acc: 93.9938, s2.loss_bbox: 0.0664, s2.loss_mask: 0.0455, loss: 1.1562 2022-06-06 08:59:40,103 - mmdet - INFO - Epoch [12][4250/7330] lr: 1.000e-04, eta: 3 days, 0:58:33, time: 1.487, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0300, loss_semantic_seg: 0.1823, s0.loss_cls: 0.1798, s0.acc: 93.4485, s0.loss_bbox: 0.1016, s0.loss_mask: 0.2047, s1.loss_cls: 0.0846, s1.acc: 93.8092, s1.loss_bbox: 0.1097, s1.loss_mask: 0.0956, s2.loss_cls: 0.0427, s2.acc: 93.7197, s2.loss_bbox: 0.0695, s2.loss_mask: 0.0453, loss: 1.1706 2022-06-06 09:00:53,629 - mmdet - INFO - Epoch [12][4300/7330] lr: 1.000e-04, eta: 3 days, 0:57:19, time: 1.470, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0233, loss_rpn_bbox: 0.0280, loss_semantic_seg: 0.1850, s0.loss_cls: 0.1861, s0.acc: 93.4248, s0.loss_bbox: 0.0995, s0.loss_mask: 0.2008, s1.loss_cls: 0.0880, s1.acc: 93.7889, s1.loss_bbox: 0.1052, s1.loss_mask: 0.0943, s2.loss_cls: 0.0445, s2.acc: 93.5599, s2.loss_bbox: 0.0673, s2.loss_mask: 0.0445, loss: 1.1664 2022-06-06 09:02:05,848 - mmdet - INFO - Epoch [12][4350/7330] lr: 1.000e-04, eta: 3 days, 0:56:04, time: 1.444, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0283, loss_semantic_seg: 0.1836, s0.loss_cls: 0.1719, s0.acc: 93.8865, s0.loss_bbox: 0.0983, s0.loss_mask: 0.2001, s1.loss_cls: 0.0794, s1.acc: 94.4140, s1.loss_bbox: 0.1046, s1.loss_mask: 0.0946, s2.loss_cls: 0.0400, s2.acc: 94.2104, s2.loss_bbox: 0.0661, s2.loss_mask: 0.0447, loss: 1.1343 2022-06-06 09:03:19,042 - mmdet - INFO - Epoch [12][4400/7330] lr: 1.000e-04, eta: 3 days, 0:54:50, time: 1.464, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0272, loss_semantic_seg: 0.1898, s0.loss_cls: 0.1651, s0.acc: 94.0393, s0.loss_bbox: 0.0947, s0.loss_mask: 0.1942, s1.loss_cls: 0.0770, s1.acc: 94.4494, s1.loss_bbox: 0.1023, s1.loss_mask: 0.0909, s2.loss_cls: 0.0400, s2.acc: 94.1138, s2.loss_bbox: 0.0631, s2.loss_mask: 0.0423, loss: 1.1077 2022-06-06 09:04:31,109 - mmdet - INFO - Epoch [12][4450/7330] lr: 1.000e-04, eta: 3 days, 0:53:34, time: 1.440, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0279, loss_semantic_seg: 0.1874, s0.loss_cls: 0.1668, s0.acc: 94.0791, s0.loss_bbox: 0.0940, s0.loss_mask: 0.1943, s1.loss_cls: 0.0787, s1.acc: 94.3850, s1.loss_bbox: 0.1004, s1.loss_mask: 0.0914, s2.loss_cls: 0.0395, s2.acc: 94.2244, s2.loss_bbox: 0.0638, s2.loss_mask: 0.0434, loss: 1.1096 2022-06-06 09:05:44,232 - mmdet - INFO - Epoch [12][4500/7330] lr: 1.000e-04, eta: 3 days, 0:52:20, time: 1.463, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0291, loss_semantic_seg: 0.1869, s0.loss_cls: 0.1761, s0.acc: 93.6914, s0.loss_bbox: 0.0989, s0.loss_mask: 0.2000, s1.loss_cls: 0.0820, s1.acc: 94.1321, s1.loss_bbox: 0.1068, s1.loss_mask: 0.0940, s2.loss_cls: 0.0419, s2.acc: 93.8778, s2.loss_bbox: 0.0680, s2.loss_mask: 0.0446, loss: 1.1532 2022-06-06 09:06:56,863 - mmdet - INFO - Epoch [12][4550/7330] lr: 1.000e-04, eta: 3 days, 0:51:05, time: 1.452, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0238, loss_rpn_bbox: 0.0291, loss_semantic_seg: 0.1867, s0.loss_cls: 0.1690, s0.acc: 94.0266, s0.loss_bbox: 0.0969, s0.loss_mask: 0.2017, s1.loss_cls: 0.0773, s1.acc: 94.4931, s1.loss_bbox: 0.1042, s1.loss_mask: 0.0947, s2.loss_cls: 0.0390, s2.acc: 94.2780, s2.loss_bbox: 0.0657, s2.loss_mask: 0.0446, loss: 1.1328 2022-06-06 09:08:10,756 - mmdet - INFO - Epoch [12][4600/7330] lr: 1.000e-04, eta: 3 days, 0:49:52, time: 1.478, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0309, loss_semantic_seg: 0.1925, s0.loss_cls: 0.1765, s0.acc: 93.7620, s0.loss_bbox: 0.0993, s0.loss_mask: 0.2043, s1.loss_cls: 0.0831, s1.acc: 94.1454, s1.loss_bbox: 0.1055, s1.loss_mask: 0.0953, s2.loss_cls: 0.0418, s2.acc: 93.9823, s2.loss_bbox: 0.0666, s2.loss_mask: 0.0449, loss: 1.1662 2022-06-06 09:09:23,672 - mmdet - INFO - Epoch [12][4650/7330] lr: 1.000e-04, eta: 3 days, 0:48:38, time: 1.458, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0272, loss_semantic_seg: 0.1818, s0.loss_cls: 0.1660, s0.acc: 93.9802, s0.loss_bbox: 0.0954, s0.loss_mask: 0.1970, s1.loss_cls: 0.0780, s1.acc: 94.4005, s1.loss_bbox: 0.1075, s1.loss_mask: 0.0926, s2.loss_cls: 0.0397, s2.acc: 94.1509, s2.loss_bbox: 0.0694, s2.loss_mask: 0.0434, loss: 1.1188 2022-06-06 09:10:36,317 - mmdet - INFO - Epoch [12][4700/7330] lr: 1.000e-04, eta: 3 days, 0:47:23, time: 1.453, data_time: 0.021, memory: 64799, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0299, loss_semantic_seg: 0.1877, s0.loss_cls: 0.1825, s0.acc: 93.4160, s0.loss_bbox: 0.1022, s0.loss_mask: 0.2138, s1.loss_cls: 0.0857, s1.acc: 93.8312, s1.loss_bbox: 0.1085, s1.loss_mask: 0.1004, s2.loss_cls: 0.0434, s2.acc: 93.6849, s2.loss_bbox: 0.0692, s2.loss_mask: 0.0473, loss: 1.1974 2022-06-06 09:11:48,778 - mmdet - INFO - Epoch [12][4750/7330] lr: 1.000e-04, eta: 3 days, 0:46:08, time: 1.449, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0299, loss_semantic_seg: 0.1834, s0.loss_cls: 0.1714, s0.acc: 93.8032, s0.loss_bbox: 0.0980, s0.loss_mask: 0.2004, s1.loss_cls: 0.0792, s1.acc: 94.2209, s1.loss_bbox: 0.1068, s1.loss_mask: 0.0947, s2.loss_cls: 0.0402, s2.acc: 94.1335, s2.loss_bbox: 0.0661, s2.loss_mask: 0.0448, loss: 1.1389 2022-06-06 09:13:01,346 - mmdet - INFO - Epoch [12][4800/7330] lr: 1.000e-04, eta: 3 days, 0:44:53, time: 1.451, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0238, loss_rpn_bbox: 0.0265, loss_semantic_seg: 0.1868, s0.loss_cls: 0.1607, s0.acc: 94.2058, s0.loss_bbox: 0.0945, s0.loss_mask: 0.1994, s1.loss_cls: 0.0743, s1.acc: 94.6448, s1.loss_bbox: 0.1024, s1.loss_mask: 0.0937, s2.loss_cls: 0.0372, s2.acc: 94.5491, s2.loss_bbox: 0.0639, s2.loss_mask: 0.0439, loss: 1.1071 2022-06-06 09:14:14,519 - mmdet - INFO - Epoch [12][4850/7330] lr: 1.000e-04, eta: 3 days, 0:43:39, time: 1.463, data_time: 0.012, memory: 64799, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0297, loss_semantic_seg: 0.1887, s0.loss_cls: 0.1626, s0.acc: 94.0842, s0.loss_bbox: 0.0938, s0.loss_mask: 0.1966, s1.loss_cls: 0.0757, s1.acc: 94.4986, s1.loss_bbox: 0.1008, s1.loss_mask: 0.0922, s2.loss_cls: 0.0387, s2.acc: 94.3046, s2.loss_bbox: 0.0641, s2.loss_mask: 0.0436, loss: 1.1107 2022-06-06 09:15:26,874 - mmdet - INFO - Epoch [12][4900/7330] lr: 1.000e-04, eta: 3 days, 0:42:24, time: 1.447, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0275, loss_semantic_seg: 0.1921, s0.loss_cls: 0.1715, s0.acc: 93.8630, s0.loss_bbox: 0.0944, s0.loss_mask: 0.1988, s1.loss_cls: 0.0802, s1.acc: 94.2542, s1.loss_bbox: 0.0999, s1.loss_mask: 0.0927, s2.loss_cls: 0.0406, s2.acc: 94.1521, s2.loss_bbox: 0.0611, s2.loss_mask: 0.0433, loss: 1.1256 2022-06-06 09:16:40,386 - mmdet - INFO - Epoch [12][4950/7330] lr: 1.000e-04, eta: 3 days, 0:41:10, time: 1.470, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0282, loss_semantic_seg: 0.1763, s0.loss_cls: 0.1683, s0.acc: 93.8862, s0.loss_bbox: 0.0946, s0.loss_mask: 0.2075, s1.loss_cls: 0.0788, s1.acc: 94.2681, s1.loss_bbox: 0.1015, s1.loss_mask: 0.0977, s2.loss_cls: 0.0391, s2.acc: 94.1420, s2.loss_bbox: 0.0649, s2.loss_mask: 0.0462, loss: 1.1249 2022-06-06 09:17:53,472 - mmdet - INFO - Epoch [12][5000/7330] lr: 1.000e-04, eta: 3 days, 0:39:56, time: 1.462, data_time: 0.012, memory: 64799, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0287, loss_semantic_seg: 0.1814, s0.loss_cls: 0.1631, s0.acc: 94.1553, s0.loss_bbox: 0.0925, s0.loss_mask: 0.1959, s1.loss_cls: 0.0755, s1.acc: 94.6157, s1.loss_bbox: 0.0994, s1.loss_mask: 0.0923, s2.loss_cls: 0.0378, s2.acc: 94.4170, s2.loss_bbox: 0.0633, s2.loss_mask: 0.0436, loss: 1.0961 2022-06-06 09:19:07,133 - mmdet - INFO - Epoch [12][5050/7330] lr: 1.000e-04, eta: 3 days, 0:38:44, time: 1.473, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0292, loss_semantic_seg: 0.1851, s0.loss_cls: 0.1759, s0.acc: 93.7156, s0.loss_bbox: 0.1000, s0.loss_mask: 0.2045, s1.loss_cls: 0.0811, s1.acc: 94.2529, s1.loss_bbox: 0.1075, s1.loss_mask: 0.0954, s2.loss_cls: 0.0413, s2.acc: 94.0384, s2.loss_bbox: 0.0676, s2.loss_mask: 0.0445, loss: 1.1543 2022-06-06 09:20:19,578 - mmdet - INFO - Epoch [12][5100/7330] lr: 1.000e-04, eta: 3 days, 0:37:28, time: 1.449, data_time: 0.012, memory: 64799, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0279, loss_semantic_seg: 0.1881, s0.loss_cls: 0.1684, s0.acc: 93.9768, s0.loss_bbox: 0.0960, s0.loss_mask: 0.1986, s1.loss_cls: 0.0781, s1.acc: 94.4414, s1.loss_bbox: 0.1034, s1.loss_mask: 0.0932, s2.loss_cls: 0.0402, s2.acc: 94.1831, s2.loss_bbox: 0.0653, s2.loss_mask: 0.0439, loss: 1.1254 2022-06-06 09:21:32,796 - mmdet - INFO - Epoch [12][5150/7330] lr: 1.000e-04, eta: 3 days, 0:36:14, time: 1.462, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0298, loss_semantic_seg: 0.1802, s0.loss_cls: 0.1728, s0.acc: 93.8550, s0.loss_bbox: 0.0977, s0.loss_mask: 0.1999, s1.loss_cls: 0.0810, s1.acc: 94.2854, s1.loss_bbox: 0.1053, s1.loss_mask: 0.0939, s2.loss_cls: 0.0410, s2.acc: 94.0970, s2.loss_bbox: 0.0674, s2.loss_mask: 0.0441, loss: 1.1381 2022-06-06 09:22:46,383 - mmdet - INFO - Epoch [12][5200/7330] lr: 1.000e-04, eta: 3 days, 0:35:02, time: 1.474, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0308, loss_semantic_seg: 0.1875, s0.loss_cls: 0.1726, s0.acc: 93.8889, s0.loss_bbox: 0.0993, s0.loss_mask: 0.2058, s1.loss_cls: 0.0806, s1.acc: 94.3832, s1.loss_bbox: 0.1067, s1.loss_mask: 0.0945, s2.loss_cls: 0.0410, s2.acc: 94.1312, s2.loss_bbox: 0.0672, s2.loss_mask: 0.0446, loss: 1.1530 2022-06-06 09:23:58,983 - mmdet - INFO - Epoch [12][5250/7330] lr: 1.000e-04, eta: 3 days, 0:33:47, time: 1.452, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0292, loss_semantic_seg: 0.1829, s0.loss_cls: 0.1684, s0.acc: 93.8521, s0.loss_bbox: 0.0975, s0.loss_mask: 0.2029, s1.loss_cls: 0.0783, s1.acc: 94.2866, s1.loss_bbox: 0.1072, s1.loss_mask: 0.0949, s2.loss_cls: 0.0398, s2.acc: 94.0974, s2.loss_bbox: 0.0674, s2.loss_mask: 0.0445, loss: 1.1356 2022-06-06 09:25:11,403 - mmdet - INFO - Epoch [12][5300/7330] lr: 1.000e-04, eta: 3 days, 0:32:31, time: 1.448, data_time: 0.020, memory: 64799, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0277, loss_semantic_seg: 0.1812, s0.loss_cls: 0.1760, s0.acc: 93.6899, s0.loss_bbox: 0.1024, s0.loss_mask: 0.1995, s1.loss_cls: 0.0823, s1.acc: 94.1409, s1.loss_bbox: 0.1103, s1.loss_mask: 0.0936, s2.loss_cls: 0.0415, s2.acc: 93.8624, s2.loss_bbox: 0.0687, s2.loss_mask: 0.0440, loss: 1.1519 2022-06-06 09:26:23,624 - mmdet - INFO - Epoch [12][5350/7330] lr: 1.000e-04, eta: 3 days, 0:31:16, time: 1.444, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0268, loss_semantic_seg: 0.1851, s0.loss_cls: 0.1689, s0.acc: 93.9998, s0.loss_bbox: 0.0911, s0.loss_mask: 0.1948, s1.loss_cls: 0.0775, s1.acc: 94.4682, s1.loss_bbox: 0.0973, s1.loss_mask: 0.0911, s2.loss_cls: 0.0391, s2.acc: 94.1862, s2.loss_bbox: 0.0619, s2.loss_mask: 0.0429, loss: 1.0983 2022-06-06 09:27:35,598 - mmdet - INFO - Epoch [12][5400/7330] lr: 1.000e-04, eta: 3 days, 0:29:59, time: 1.439, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0249, loss_rpn_bbox: 0.0288, loss_semantic_seg: 0.1877, s0.loss_cls: 0.1726, s0.acc: 93.7915, s0.loss_bbox: 0.0992, s0.loss_mask: 0.2020, s1.loss_cls: 0.0822, s1.acc: 94.1381, s1.loss_bbox: 0.1054, s1.loss_mask: 0.0946, s2.loss_cls: 0.0413, s2.acc: 93.9223, s2.loss_bbox: 0.0660, s2.loss_mask: 0.0442, loss: 1.1490 2022-06-06 09:28:48,590 - mmdet - INFO - Epoch [12][5450/7330] lr: 1.000e-04, eta: 3 days, 0:28:45, time: 1.460, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0293, loss_semantic_seg: 0.1919, s0.loss_cls: 0.1796, s0.acc: 93.5759, s0.loss_bbox: 0.1019, s0.loss_mask: 0.2103, s1.loss_cls: 0.0842, s1.acc: 93.9317, s1.loss_bbox: 0.1112, s1.loss_mask: 0.0986, s2.loss_cls: 0.0426, s2.acc: 93.6853, s2.loss_bbox: 0.0707, s2.loss_mask: 0.0459, loss: 1.1889 2022-06-06 09:30:01,795 - mmdet - INFO - Epoch [12][5500/7330] lr: 1.000e-04, eta: 3 days, 0:27:31, time: 1.464, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0279, loss_semantic_seg: 0.1898, s0.loss_cls: 0.1726, s0.acc: 93.7966, s0.loss_bbox: 0.0990, s0.loss_mask: 0.2073, s1.loss_cls: 0.0804, s1.acc: 94.2484, s1.loss_bbox: 0.1072, s1.loss_mask: 0.0967, s2.loss_cls: 0.0408, s2.acc: 93.9854, s2.loss_bbox: 0.0669, s2.loss_mask: 0.0452, loss: 1.1553 2022-06-06 09:31:14,932 - mmdet - INFO - Epoch [12][5550/7330] lr: 1.000e-04, eta: 3 days, 0:26:17, time: 1.463, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0278, loss_semantic_seg: 0.1897, s0.loss_cls: 0.1684, s0.acc: 93.9761, s0.loss_bbox: 0.0950, s0.loss_mask: 0.1995, s1.loss_cls: 0.0789, s1.acc: 94.2695, s1.loss_bbox: 0.1014, s1.loss_mask: 0.0929, s2.loss_cls: 0.0394, s2.acc: 94.2097, s2.loss_bbox: 0.0637, s2.loss_mask: 0.0435, loss: 1.1223 2022-06-06 09:32:27,069 - mmdet - INFO - Epoch [12][5600/7330] lr: 1.000e-04, eta: 3 days, 0:25:01, time: 1.442, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0281, loss_semantic_seg: 0.1764, s0.loss_cls: 0.1689, s0.acc: 93.9661, s0.loss_bbox: 0.0995, s0.loss_mask: 0.2039, s1.loss_cls: 0.0794, s1.acc: 94.4164, s1.loss_bbox: 0.1036, s1.loss_mask: 0.0949, s2.loss_cls: 0.0393, s2.acc: 94.3212, s2.loss_bbox: 0.0643, s2.loss_mask: 0.0446, loss: 1.1258 2022-06-06 09:33:40,441 - mmdet - INFO - Epoch [12][5650/7330] lr: 1.000e-04, eta: 3 days, 0:23:48, time: 1.467, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0305, loss_semantic_seg: 0.1852, s0.loss_cls: 0.1769, s0.acc: 93.6680, s0.loss_bbox: 0.1000, s0.loss_mask: 0.2044, s1.loss_cls: 0.0833, s1.acc: 94.1150, s1.loss_bbox: 0.1076, s1.loss_mask: 0.0959, s2.loss_cls: 0.0422, s2.acc: 93.8909, s2.loss_bbox: 0.0688, s2.loss_mask: 0.0450, loss: 1.1637 2022-06-06 09:34:53,056 - mmdet - INFO - Epoch [12][5700/7330] lr: 1.000e-04, eta: 3 days, 0:22:33, time: 1.452, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0283, loss_semantic_seg: 0.1839, s0.loss_cls: 0.1738, s0.acc: 93.7969, s0.loss_bbox: 0.0987, s0.loss_mask: 0.1995, s1.loss_cls: 0.0809, s1.acc: 94.2993, s1.loss_bbox: 0.1067, s1.loss_mask: 0.0936, s2.loss_cls: 0.0412, s2.acc: 94.0388, s2.loss_bbox: 0.0670, s2.loss_mask: 0.0441, loss: 1.1391 2022-06-06 09:36:05,234 - mmdet - INFO - Epoch [12][5750/7330] lr: 1.000e-04, eta: 3 days, 0:21:17, time: 1.444, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0275, loss_semantic_seg: 0.1762, s0.loss_cls: 0.1696, s0.acc: 93.8049, s0.loss_bbox: 0.1022, s0.loss_mask: 0.2062, s1.loss_cls: 0.0786, s1.acc: 94.2713, s1.loss_bbox: 0.1093, s1.loss_mask: 0.0961, s2.loss_cls: 0.0400, s2.acc: 94.0594, s2.loss_bbox: 0.0683, s2.loss_mask: 0.0447, loss: 1.1408 2022-06-06 09:37:18,120 - mmdet - INFO - Epoch [12][5800/7330] lr: 1.000e-04, eta: 3 days, 0:20:03, time: 1.458, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0300, loss_semantic_seg: 0.1855, s0.loss_cls: 0.1771, s0.acc: 93.6057, s0.loss_bbox: 0.1011, s0.loss_mask: 0.2031, s1.loss_cls: 0.0820, s1.acc: 94.0793, s1.loss_bbox: 0.1081, s1.loss_mask: 0.0941, s2.loss_cls: 0.0414, s2.acc: 93.9527, s2.loss_bbox: 0.0683, s2.loss_mask: 0.0439, loss: 1.1583 2022-06-06 09:38:30,032 - mmdet - INFO - Epoch [12][5850/7330] lr: 1.000e-04, eta: 3 days, 0:18:47, time: 1.438, data_time: 0.012, memory: 64799, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0300, loss_semantic_seg: 0.1802, s0.loss_cls: 0.1769, s0.acc: 93.7915, s0.loss_bbox: 0.0991, s0.loss_mask: 0.2050, s1.loss_cls: 0.0820, s1.acc: 94.3233, s1.loss_bbox: 0.1054, s1.loss_mask: 0.0956, s2.loss_cls: 0.0419, s2.acc: 94.0083, s2.loss_bbox: 0.0681, s2.loss_mask: 0.0449, loss: 1.1507 2022-06-06 09:39:42,538 - mmdet - INFO - Epoch [12][5900/7330] lr: 1.000e-04, eta: 3 days, 0:17:31, time: 1.450, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0282, loss_semantic_seg: 0.1830, s0.loss_cls: 0.1659, s0.acc: 94.0996, s0.loss_bbox: 0.0958, s0.loss_mask: 0.2018, s1.loss_cls: 0.0765, s1.acc: 94.6038, s1.loss_bbox: 0.1056, s1.loss_mask: 0.0950, s2.loss_cls: 0.0391, s2.acc: 94.2479, s2.loss_bbox: 0.0675, s2.loss_mask: 0.0446, loss: 1.1262 2022-06-06 09:40:55,049 - mmdet - INFO - Epoch [12][5950/7330] lr: 1.000e-04, eta: 3 days, 0:16:16, time: 1.450, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0286, loss_semantic_seg: 0.1777, s0.loss_cls: 0.1680, s0.acc: 93.8479, s0.loss_bbox: 0.0969, s0.loss_mask: 0.2018, s1.loss_cls: 0.0787, s1.acc: 94.2920, s1.loss_bbox: 0.1046, s1.loss_mask: 0.0937, s2.loss_cls: 0.0396, s2.acc: 94.0773, s2.loss_bbox: 0.0660, s2.loss_mask: 0.0442, loss: 1.1222 2022-06-06 09:42:07,951 - mmdet - INFO - Epoch [12][6000/7330] lr: 1.000e-04, eta: 3 days, 0:15:02, time: 1.458, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0293, loss_semantic_seg: 0.1877, s0.loss_cls: 0.1797, s0.acc: 93.5571, s0.loss_bbox: 0.0992, s0.loss_mask: 0.2066, s1.loss_cls: 0.0837, s1.acc: 94.0154, s1.loss_bbox: 0.1068, s1.loss_mask: 0.0972, s2.loss_cls: 0.0422, s2.acc: 93.8839, s2.loss_bbox: 0.0669, s2.loss_mask: 0.0459, loss: 1.1683 2022-06-06 09:43:19,941 - mmdet - INFO - Epoch [12][6050/7330] lr: 1.000e-04, eta: 3 days, 0:13:46, time: 1.440, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0296, loss_semantic_seg: 0.1957, s0.loss_cls: 0.1669, s0.acc: 93.9038, s0.loss_bbox: 0.0963, s0.loss_mask: 0.1968, s1.loss_cls: 0.0775, s1.acc: 94.3389, s1.loss_bbox: 0.1024, s1.loss_mask: 0.0914, s2.loss_cls: 0.0388, s2.acc: 94.2094, s2.loss_bbox: 0.0657, s2.loss_mask: 0.0431, loss: 1.1256 2022-06-06 09:44:32,421 - mmdet - INFO - Epoch [12][6100/7330] lr: 1.000e-04, eta: 3 days, 0:12:31, time: 1.450, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0238, loss_rpn_bbox: 0.0274, loss_semantic_seg: 0.1917, s0.loss_cls: 0.1659, s0.acc: 94.0017, s0.loss_bbox: 0.0941, s0.loss_mask: 0.2006, s1.loss_cls: 0.0768, s1.acc: 94.4534, s1.loss_bbox: 0.1045, s1.loss_mask: 0.0947, s2.loss_cls: 0.0393, s2.acc: 94.1895, s2.loss_bbox: 0.0669, s2.loss_mask: 0.0448, loss: 1.1305 2022-06-06 09:45:45,221 - mmdet - INFO - Epoch [12][6150/7330] lr: 1.000e-04, eta: 3 days, 0:11:16, time: 1.456, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0286, loss_semantic_seg: 0.1873, s0.loss_cls: 0.1748, s0.acc: 93.8225, s0.loss_bbox: 0.0967, s0.loss_mask: 0.2042, s1.loss_cls: 0.0822, s1.acc: 94.2267, s1.loss_bbox: 0.1037, s1.loss_mask: 0.0955, s2.loss_cls: 0.0412, s2.acc: 94.0390, s2.loss_bbox: 0.0668, s2.loss_mask: 0.0452, loss: 1.1500 2022-06-06 09:46:57,162 - mmdet - INFO - Epoch [12][6200/7330] lr: 1.000e-04, eta: 3 days, 0:10:00, time: 1.439, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0279, loss_semantic_seg: 0.1846, s0.loss_cls: 0.1691, s0.acc: 93.9890, s0.loss_bbox: 0.0960, s0.loss_mask: 0.2051, s1.loss_cls: 0.0792, s1.acc: 94.3577, s1.loss_bbox: 0.1053, s1.loss_mask: 0.0963, s2.loss_cls: 0.0399, s2.acc: 94.1279, s2.loss_bbox: 0.0682, s2.loss_mask: 0.0454, loss: 1.1387 2022-06-06 09:48:09,724 - mmdet - INFO - Epoch [12][6250/7330] lr: 1.000e-04, eta: 3 days, 0:08:45, time: 1.451, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0292, loss_semantic_seg: 0.1860, s0.loss_cls: 0.1694, s0.acc: 93.9629, s0.loss_bbox: 0.0953, s0.loss_mask: 0.1979, s1.loss_cls: 0.0781, s1.acc: 94.4313, s1.loss_bbox: 0.1033, s1.loss_mask: 0.0930, s2.loss_cls: 0.0400, s2.acc: 94.1735, s2.loss_bbox: 0.0645, s2.loss_mask: 0.0436, loss: 1.1245 2022-06-06 09:49:22,253 - mmdet - INFO - Epoch [12][6300/7330] lr: 1.000e-04, eta: 3 days, 0:07:30, time: 1.451, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0234, loss_rpn_bbox: 0.0287, loss_semantic_seg: 0.1791, s0.loss_cls: 0.1716, s0.acc: 93.8542, s0.loss_bbox: 0.0964, s0.loss_mask: 0.2021, s1.loss_cls: 0.0814, s1.acc: 94.1819, s1.loss_bbox: 0.1057, s1.loss_mask: 0.0956, s2.loss_cls: 0.0407, s2.acc: 94.0266, s2.loss_bbox: 0.0670, s2.loss_mask: 0.0447, loss: 1.1365 2022-06-06 09:50:35,268 - mmdet - INFO - Epoch [12][6350/7330] lr: 1.000e-04, eta: 3 days, 0:06:16, time: 1.460, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0286, loss_semantic_seg: 0.1782, s0.loss_cls: 0.1722, s0.acc: 93.8467, s0.loss_bbox: 0.0962, s0.loss_mask: 0.2019, s1.loss_cls: 0.0794, s1.acc: 94.3776, s1.loss_bbox: 0.1021, s1.loss_mask: 0.0941, s2.loss_cls: 0.0398, s2.acc: 94.3166, s2.loss_bbox: 0.0647, s2.loss_mask: 0.0442, loss: 1.1243 2022-06-06 09:51:47,495 - mmdet - INFO - Epoch [12][6400/7330] lr: 1.000e-04, eta: 3 days, 0:05:00, time: 1.445, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0238, loss_rpn_bbox: 0.0296, loss_semantic_seg: 0.1846, s0.loss_cls: 0.1702, s0.acc: 93.7234, s0.loss_bbox: 0.1002, s0.loss_mask: 0.2000, s1.loss_cls: 0.0790, s1.acc: 94.2014, s1.loss_bbox: 0.1064, s1.loss_mask: 0.0943, s2.loss_cls: 0.0401, s2.acc: 93.9848, s2.loss_bbox: 0.0676, s2.loss_mask: 0.0442, loss: 1.1400 2022-06-06 09:53:00,221 - mmdet - INFO - Epoch [12][6450/7330] lr: 1.000e-04, eta: 3 days, 0:03:45, time: 1.455, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0297, loss_semantic_seg: 0.1849, s0.loss_cls: 0.1693, s0.acc: 94.0215, s0.loss_bbox: 0.0923, s0.loss_mask: 0.1945, s1.loss_cls: 0.0782, s1.acc: 94.4764, s1.loss_bbox: 0.1022, s1.loss_mask: 0.0920, s2.loss_cls: 0.0401, s2.acc: 94.2635, s2.loss_bbox: 0.0653, s2.loss_mask: 0.0432, loss: 1.1143 2022-06-06 09:54:13,139 - mmdet - INFO - Epoch [12][6500/7330] lr: 1.000e-04, eta: 3 days, 0:02:31, time: 1.456, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0246, loss_rpn_bbox: 0.0277, loss_semantic_seg: 0.1832, s0.loss_cls: 0.1760, s0.acc: 93.7249, s0.loss_bbox: 0.0998, s0.loss_mask: 0.2090, s1.loss_cls: 0.0821, s1.acc: 94.1431, s1.loss_bbox: 0.1103, s1.loss_mask: 0.0992, s2.loss_cls: 0.0419, s2.acc: 93.8530, s2.loss_bbox: 0.0708, s2.loss_mask: 0.0467, loss: 1.1714 2022-06-06 09:55:26,140 - mmdet - INFO - Epoch [12][6550/7330] lr: 1.000e-04, eta: 3 days, 0:01:17, time: 1.462, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0287, loss_semantic_seg: 0.1926, s0.loss_cls: 0.1783, s0.acc: 93.7158, s0.loss_bbox: 0.0978, s0.loss_mask: 0.1995, s1.loss_cls: 0.0832, s1.acc: 94.2061, s1.loss_bbox: 0.1036, s1.loss_mask: 0.0939, s2.loss_cls: 0.0420, s2.acc: 94.0033, s2.loss_bbox: 0.0655, s2.loss_mask: 0.0445, loss: 1.1537 2022-06-06 09:56:38,684 - mmdet - INFO - Epoch [12][6600/7330] lr: 1.000e-04, eta: 3 days, 0:00:02, time: 1.451, data_time: 0.022, memory: 64799, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0295, loss_semantic_seg: 0.1869, s0.loss_cls: 0.1786, s0.acc: 93.6946, s0.loss_bbox: 0.0993, s0.loss_mask: 0.2044, s1.loss_cls: 0.0832, s1.acc: 94.1005, s1.loss_bbox: 0.1085, s1.loss_mask: 0.0956, s2.loss_cls: 0.0423, s2.acc: 93.9763, s2.loss_bbox: 0.0683, s2.loss_mask: 0.0450, loss: 1.1695 2022-06-06 09:57:52,021 - mmdet - INFO - Epoch [12][6650/7330] lr: 1.000e-04, eta: 2 days, 23:58:48, time: 1.467, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0310, loss_semantic_seg: 0.1825, s0.loss_cls: 0.1771, s0.acc: 93.6213, s0.loss_bbox: 0.1011, s0.loss_mask: 0.2074, s1.loss_cls: 0.0822, s1.acc: 94.1486, s1.loss_bbox: 0.1108, s1.loss_mask: 0.0977, s2.loss_cls: 0.0424, s2.acc: 93.8079, s2.loss_bbox: 0.0699, s2.loss_mask: 0.0458, loss: 1.1729 2022-06-06 09:59:04,703 - mmdet - INFO - Epoch [12][6700/7330] lr: 1.000e-04, eta: 2 days, 23:57:34, time: 1.454, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0263, loss_semantic_seg: 0.1875, s0.loss_cls: 0.1739, s0.acc: 93.7102, s0.loss_bbox: 0.0979, s0.loss_mask: 0.2014, s1.loss_cls: 0.0819, s1.acc: 94.0642, s1.loss_bbox: 0.1082, s1.loss_mask: 0.0950, s2.loss_cls: 0.0420, s2.acc: 93.8741, s2.loss_bbox: 0.0685, s2.loss_mask: 0.0448, loss: 1.1483 2022-06-06 10:00:18,217 - mmdet - INFO - Epoch [12][6750/7330] lr: 1.000e-04, eta: 2 days, 23:56:21, time: 1.470, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0234, loss_rpn_bbox: 0.0284, loss_semantic_seg: 0.1852, s0.loss_cls: 0.1781, s0.acc: 93.6069, s0.loss_bbox: 0.1032, s0.loss_mask: 0.2044, s1.loss_cls: 0.0817, s1.acc: 94.1127, s1.loss_bbox: 0.1110, s1.loss_mask: 0.0958, s2.loss_cls: 0.0415, s2.acc: 94.0187, s2.loss_bbox: 0.0705, s2.loss_mask: 0.0453, loss: 1.1685 2022-06-06 10:01:30,683 - mmdet - INFO - Epoch [12][6800/7330] lr: 1.000e-04, eta: 2 days, 23:55:05, time: 1.450, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0279, loss_semantic_seg: 0.1797, s0.loss_cls: 0.1712, s0.acc: 93.9255, s0.loss_bbox: 0.0946, s0.loss_mask: 0.1937, s1.loss_cls: 0.0785, s1.acc: 94.5121, s1.loss_bbox: 0.1029, s1.loss_mask: 0.0914, s2.loss_cls: 0.0401, s2.acc: 94.2362, s2.loss_bbox: 0.0665, s2.loss_mask: 0.0432, loss: 1.1108 2022-06-06 10:02:44,609 - mmdet - INFO - Epoch [12][6850/7330] lr: 1.000e-04, eta: 2 days, 23:53:53, time: 1.476, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0264, loss_semantic_seg: 0.1814, s0.loss_cls: 0.1740, s0.acc: 93.8730, s0.loss_bbox: 0.0968, s0.loss_mask: 0.1998, s1.loss_cls: 0.0822, s1.acc: 94.2374, s1.loss_bbox: 0.1049, s1.loss_mask: 0.0942, s2.loss_cls: 0.0414, s2.acc: 94.0725, s2.loss_bbox: 0.0658, s2.loss_mask: 0.0443, loss: 1.1318 2022-06-06 10:03:57,558 - mmdet - INFO - Epoch [12][6900/7330] lr: 1.000e-04, eta: 2 days, 23:52:39, time: 1.460, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0283, loss_semantic_seg: 0.1772, s0.loss_cls: 0.1823, s0.acc: 93.4204, s0.loss_bbox: 0.1056, s0.loss_mask: 0.2014, s1.loss_cls: 0.0867, s1.acc: 93.8462, s1.loss_bbox: 0.1109, s1.loss_mask: 0.0933, s2.loss_cls: 0.0433, s2.acc: 93.7072, s2.loss_bbox: 0.0698, s2.loss_mask: 0.0437, loss: 1.1666 2022-06-06 10:05:10,594 - mmdet - INFO - Epoch [12][6950/7330] lr: 1.000e-04, eta: 2 days, 23:51:25, time: 1.462, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0283, loss_semantic_seg: 0.1821, s0.loss_cls: 0.1753, s0.acc: 93.6812, s0.loss_bbox: 0.0950, s0.loss_mask: 0.2008, s1.loss_cls: 0.0830, s1.acc: 94.0273, s1.loss_bbox: 0.1032, s1.loss_mask: 0.0946, s2.loss_cls: 0.0418, s2.acc: 93.9136, s2.loss_bbox: 0.0665, s2.loss_mask: 0.0445, loss: 1.1383 2022-06-06 10:06:23,718 - mmdet - INFO - Epoch [12][7000/7330] lr: 1.000e-04, eta: 2 days, 23:50:11, time: 1.462, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0277, loss_semantic_seg: 0.1819, s0.loss_cls: 0.1699, s0.acc: 94.1013, s0.loss_bbox: 0.0918, s0.loss_mask: 0.1966, s1.loss_cls: 0.0803, s1.acc: 94.4085, s1.loss_bbox: 0.1011, s1.loss_mask: 0.0928, s2.loss_cls: 0.0403, s2.acc: 94.3302, s2.loss_bbox: 0.0658, s2.loss_mask: 0.0437, loss: 1.1158 2022-06-06 10:07:35,924 - mmdet - INFO - Epoch [12][7050/7330] lr: 1.000e-04, eta: 2 days, 23:48:55, time: 1.444, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0267, loss_semantic_seg: 0.1867, s0.loss_cls: 0.1756, s0.acc: 93.7668, s0.loss_bbox: 0.0995, s0.loss_mask: 0.2025, s1.loss_cls: 0.0827, s1.acc: 94.1834, s1.loss_bbox: 0.1067, s1.loss_mask: 0.0954, s2.loss_cls: 0.0412, s2.acc: 94.0344, s2.loss_bbox: 0.0661, s2.loss_mask: 0.0444, loss: 1.1497 2022-06-06 10:08:48,557 - mmdet - INFO - Epoch [12][7100/7330] lr: 1.000e-04, eta: 2 days, 23:47:41, time: 1.453, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0307, loss_semantic_seg: 0.1842, s0.loss_cls: 0.1715, s0.acc: 93.8572, s0.loss_bbox: 0.1001, s0.loss_mask: 0.1962, s1.loss_cls: 0.0797, s1.acc: 94.3739, s1.loss_bbox: 0.1093, s1.loss_mask: 0.0920, s2.loss_cls: 0.0410, s2.acc: 94.0982, s2.loss_bbox: 0.0713, s2.loss_mask: 0.0437, loss: 1.1425 2022-06-06 10:10:01,474 - mmdet - INFO - Epoch [12][7150/7330] lr: 1.000e-04, eta: 2 days, 23:46:26, time: 1.458, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0241, loss_rpn_bbox: 0.0285, loss_semantic_seg: 0.1893, s0.loss_cls: 0.1708, s0.acc: 93.8799, s0.loss_bbox: 0.0953, s0.loss_mask: 0.1999, s1.loss_cls: 0.0786, s1.acc: 94.4003, s1.loss_bbox: 0.1045, s1.loss_mask: 0.0939, s2.loss_cls: 0.0398, s2.acc: 94.1923, s2.loss_bbox: 0.0665, s2.loss_mask: 0.0440, loss: 1.1350 2022-06-06 10:11:14,584 - mmdet - INFO - Epoch [12][7200/7330] lr: 1.000e-04, eta: 2 days, 23:45:12, time: 1.462, data_time: 0.020, memory: 64799, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0276, loss_semantic_seg: 0.1848, s0.loss_cls: 0.1727, s0.acc: 93.8196, s0.loss_bbox: 0.0929, s0.loss_mask: 0.1953, s1.loss_cls: 0.0815, s1.acc: 94.1756, s1.loss_bbox: 0.0995, s1.loss_mask: 0.0914, s2.loss_cls: 0.0416, s2.acc: 94.0258, s2.loss_bbox: 0.0630, s2.loss_mask: 0.0427, loss: 1.1150 2022-06-06 10:12:28,080 - mmdet - INFO - Epoch [12][7250/7330] lr: 1.000e-04, eta: 2 days, 23:43:59, time: 1.470, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0241, loss_rpn_bbox: 0.0298, loss_semantic_seg: 0.1905, s0.loss_cls: 0.1791, s0.acc: 93.5630, s0.loss_bbox: 0.1020, s0.loss_mask: 0.2049, s1.loss_cls: 0.0841, s1.acc: 93.9461, s1.loss_bbox: 0.1062, s1.loss_mask: 0.0956, s2.loss_cls: 0.0425, s2.acc: 93.7021, s2.loss_bbox: 0.0645, s2.loss_mask: 0.0448, loss: 1.1681 2022-06-06 10:13:40,214 - mmdet - INFO - Epoch [12][7300/7330] lr: 1.000e-04, eta: 2 days, 23:42:43, time: 1.443, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0267, loss_semantic_seg: 0.1794, s0.loss_cls: 0.1672, s0.acc: 93.9333, s0.loss_bbox: 0.0945, s0.loss_mask: 0.1969, s1.loss_cls: 0.0788, s1.acc: 94.3007, s1.loss_bbox: 0.1035, s1.loss_mask: 0.0919, s2.loss_cls: 0.0400, s2.acc: 94.1547, s2.loss_bbox: 0.0645, s2.loss_mask: 0.0431, loss: 1.1073 2022-06-06 10:14:45,525 - mmdet - INFO - Saving checkpoint at 12 epochs 2022-06-06 10:19:05,121 - mmdet - INFO - Evaluating bbox... 2022-06-06 10:19:55,906 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.551 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.740 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.611 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.407 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.593 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.677 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.721 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.721 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.721 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.574 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.761 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.848 2022-06-06 10:19:55,907 - mmdet - INFO - Evaluating segm... 2022-06-06 10:20:51,045 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.482 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.720 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.529 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.299 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.516 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.661 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.629 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.629 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.629 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.469 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.665 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.771 2022-06-06 10:20:52,060 - mmdet - INFO - Exp name: htc++_beit_adapter_v2_large_fpn_3x_coco.py 2022-06-06 10:20:52,062 - mmdet - INFO - Epoch(val) [12][313] bbox_mAP: 0.5510, bbox_mAP_50: 0.7400, bbox_mAP_75: 0.6110, bbox_mAP_s: 0.4070, bbox_mAP_m: 0.5930, bbox_mAP_l: 0.6770, bbox_mAP_copypaste: 0.551 0.740 0.611 0.407 0.593 0.677, segm_mAP: 0.4820, segm_mAP_50: 0.7200, segm_mAP_75: 0.5290, segm_mAP_s: 0.2990, segm_mAP_m: 0.5160, segm_mAP_l: 0.6610, segm_mAP_copypaste: 0.482 0.720 0.529 0.299 0.516 0.661 2022-06-06 10:25:57,491 - mmdet - INFO - Epoch [13][50/7330] lr: 1.000e-04, eta: 2 days, 23:47:02, time: 6.108, data_time: 4.648, memory: 64799, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0278, loss_semantic_seg: 0.1794, s0.loss_cls: 0.1621, s0.acc: 94.0168, s0.loss_bbox: 0.0941, s0.loss_mask: 0.1989, s1.loss_cls: 0.0754, s1.acc: 94.4291, s1.loss_bbox: 0.1025, s1.loss_mask: 0.0931, s2.loss_cls: 0.0383, s2.acc: 94.2211, s2.loss_bbox: 0.0667, s2.loss_mask: 0.0442, loss: 1.1036 2022-06-06 10:27:12,201 - mmdet - INFO - Epoch [13][100/7330] lr: 1.000e-04, eta: 2 days, 23:45:51, time: 1.494, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0284, loss_semantic_seg: 0.1795, s0.loss_cls: 0.1689, s0.acc: 93.8835, s0.loss_bbox: 0.0926, s0.loss_mask: 0.2033, s1.loss_cls: 0.0801, s1.acc: 94.1812, s1.loss_bbox: 0.1011, s1.loss_mask: 0.0964, s2.loss_cls: 0.0407, s2.acc: 93.9050, s2.loss_bbox: 0.0642, s2.loss_mask: 0.0452, loss: 1.1232 2022-06-06 10:28:25,220 - mmdet - INFO - Epoch [13][150/7330] lr: 1.000e-04, eta: 2 days, 23:44:36, time: 1.460, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0299, loss_semantic_seg: 0.1745, s0.loss_cls: 0.1758, s0.acc: 93.7488, s0.loss_bbox: 0.0981, s0.loss_mask: 0.1995, s1.loss_cls: 0.0816, s1.acc: 94.2042, s1.loss_bbox: 0.1052, s1.loss_mask: 0.0928, s2.loss_cls: 0.0414, s2.acc: 94.0287, s2.loss_bbox: 0.0674, s2.loss_mask: 0.0437, loss: 1.1315 2022-06-06 10:29:38,694 - mmdet - INFO - Epoch [13][200/7330] lr: 1.000e-04, eta: 2 days, 23:43:23, time: 1.470, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0294, loss_semantic_seg: 0.1836, s0.loss_cls: 0.1633, s0.acc: 94.0708, s0.loss_bbox: 0.0957, s0.loss_mask: 0.2015, s1.loss_cls: 0.0751, s1.acc: 94.5511, s1.loss_bbox: 0.1032, s1.loss_mask: 0.0941, s2.loss_cls: 0.0385, s2.acc: 94.3236, s2.loss_bbox: 0.0649, s2.loss_mask: 0.0442, loss: 1.1152 2022-06-06 10:30:52,547 - mmdet - INFO - Epoch [13][250/7330] lr: 1.000e-04, eta: 2 days, 23:42:10, time: 1.477, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0293, loss_semantic_seg: 0.1773, s0.loss_cls: 0.1713, s0.acc: 93.8193, s0.loss_bbox: 0.0956, s0.loss_mask: 0.1998, s1.loss_cls: 0.0799, s1.acc: 94.2687, s1.loss_bbox: 0.1023, s1.loss_mask: 0.0946, s2.loss_cls: 0.0404, s2.acc: 94.0954, s2.loss_bbox: 0.0661, s2.loss_mask: 0.0446, loss: 1.1239 2022-06-06 10:32:05,974 - mmdet - INFO - Epoch [13][300/7330] lr: 1.000e-04, eta: 2 days, 23:40:57, time: 1.469, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0258, loss_semantic_seg: 0.1839, s0.loss_cls: 0.1616, s0.acc: 94.1077, s0.loss_bbox: 0.0916, s0.loss_mask: 0.1982, s1.loss_cls: 0.0739, s1.acc: 94.5860, s1.loss_bbox: 0.1007, s1.loss_mask: 0.0942, s2.loss_cls: 0.0375, s2.acc: 94.3425, s2.loss_bbox: 0.0649, s2.loss_mask: 0.0446, loss: 1.0988 2022-06-06 10:33:19,016 - mmdet - INFO - Epoch [13][350/7330] lr: 1.000e-04, eta: 2 days, 23:39:42, time: 1.461, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0193, loss_rpn_bbox: 0.0263, loss_semantic_seg: 0.1733, s0.loss_cls: 0.1638, s0.acc: 93.9531, s0.loss_bbox: 0.0933, s0.loss_mask: 0.1977, s1.loss_cls: 0.0758, s1.acc: 94.4409, s1.loss_bbox: 0.1026, s1.loss_mask: 0.0925, s2.loss_cls: 0.0389, s2.acc: 94.1878, s2.loss_bbox: 0.0661, s2.loss_mask: 0.0434, loss: 1.0930 2022-06-06 10:34:31,805 - mmdet - INFO - Epoch [13][400/7330] lr: 1.000e-04, eta: 2 days, 23:38:28, time: 1.456, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0289, loss_semantic_seg: 0.1871, s0.loss_cls: 0.1673, s0.acc: 93.8931, s0.loss_bbox: 0.0935, s0.loss_mask: 0.2001, s1.loss_cls: 0.0787, s1.acc: 94.2401, s1.loss_bbox: 0.1034, s1.loss_mask: 0.0936, s2.loss_cls: 0.0405, s2.acc: 94.0666, s2.loss_bbox: 0.0662, s2.loss_mask: 0.0438, loss: 1.1262 2022-06-06 10:35:45,151 - mmdet - INFO - Epoch [13][450/7330] lr: 1.000e-04, eta: 2 days, 23:37:14, time: 1.467, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0240, loss_rpn_bbox: 0.0272, loss_semantic_seg: 0.1869, s0.loss_cls: 0.1739, s0.acc: 93.7214, s0.loss_bbox: 0.0999, s0.loss_mask: 0.2007, s1.loss_cls: 0.0807, s1.acc: 94.3153, s1.loss_bbox: 0.1088, s1.loss_mask: 0.0941, s2.loss_cls: 0.0408, s2.acc: 94.1373, s2.loss_bbox: 0.0694, s2.loss_mask: 0.0441, loss: 1.1506 2022-06-06 10:36:58,867 - mmdet - INFO - Epoch [13][500/7330] lr: 1.000e-04, eta: 2 days, 23:36:01, time: 1.472, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0306, loss_semantic_seg: 0.1772, s0.loss_cls: 0.1757, s0.acc: 93.6543, s0.loss_bbox: 0.1001, s0.loss_mask: 0.2044, s1.loss_cls: 0.0823, s1.acc: 93.9998, s1.loss_bbox: 0.1068, s1.loss_mask: 0.0959, s2.loss_cls: 0.0418, s2.acc: 93.8406, s2.loss_bbox: 0.0665, s2.loss_mask: 0.0447, loss: 1.1477 2022-06-06 10:38:12,114 - mmdet - INFO - Epoch [13][550/7330] lr: 1.000e-04, eta: 2 days, 23:34:47, time: 1.467, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0284, loss_semantic_seg: 0.1961, s0.loss_cls: 0.1705, s0.acc: 93.8459, s0.loss_bbox: 0.0978, s0.loss_mask: 0.2052, s1.loss_cls: 0.0803, s1.acc: 94.2982, s1.loss_bbox: 0.1081, s1.loss_mask: 0.0958, s2.loss_cls: 0.0406, s2.acc: 94.0914, s2.loss_bbox: 0.0675, s2.loss_mask: 0.0447, loss: 1.1585 2022-06-06 10:39:25,061 - mmdet - INFO - Epoch [13][600/7330] lr: 1.000e-04, eta: 2 days, 23:33:32, time: 1.459, data_time: 0.022, memory: 64799, loss_rpn_cls: 0.0245, loss_rpn_bbox: 0.0284, loss_semantic_seg: 0.1815, s0.loss_cls: 0.1752, s0.acc: 93.6826, s0.loss_bbox: 0.0963, s0.loss_mask: 0.1959, s1.loss_cls: 0.0810, s1.acc: 94.2118, s1.loss_bbox: 0.1071, s1.loss_mask: 0.0923, s2.loss_cls: 0.0413, s2.acc: 93.9335, s2.loss_bbox: 0.0670, s2.loss_mask: 0.0432, loss: 1.1336 2022-06-06 10:40:38,768 - mmdet - INFO - Epoch [13][650/7330] lr: 1.000e-04, eta: 2 days, 23:32:19, time: 1.475, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0302, loss_semantic_seg: 0.1788, s0.loss_cls: 0.1772, s0.acc: 93.6541, s0.loss_bbox: 0.0979, s0.loss_mask: 0.1998, s1.loss_cls: 0.0841, s1.acc: 93.9789, s1.loss_bbox: 0.1070, s1.loss_mask: 0.0939, s2.loss_cls: 0.0431, s2.acc: 93.7305, s2.loss_bbox: 0.0659, s2.loss_mask: 0.0439, loss: 1.1475 2022-06-06 10:41:52,100 - mmdet - INFO - Epoch [13][700/7330] lr: 1.000e-04, eta: 2 days, 23:31:06, time: 1.467, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0300, loss_semantic_seg: 0.1943, s0.loss_cls: 0.1723, s0.acc: 93.7754, s0.loss_bbox: 0.0977, s0.loss_mask: 0.2013, s1.loss_cls: 0.0805, s1.acc: 94.1776, s1.loss_bbox: 0.1075, s1.loss_mask: 0.0956, s2.loss_cls: 0.0409, s2.acc: 93.9306, s2.loss_bbox: 0.0685, s2.loss_mask: 0.0451, loss: 1.1580 2022-06-06 10:43:06,223 - mmdet - INFO - Epoch [13][750/7330] lr: 1.000e-04, eta: 2 days, 23:29:54, time: 1.482, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0303, loss_semantic_seg: 0.1820, s0.loss_cls: 0.1800, s0.acc: 93.5803, s0.loss_bbox: 0.1026, s0.loss_mask: 0.2082, s1.loss_cls: 0.0840, s1.acc: 94.0788, s1.loss_bbox: 0.1112, s1.loss_mask: 0.0982, s2.loss_cls: 0.0433, s2.acc: 93.7722, s2.loss_bbox: 0.0694, s2.loss_mask: 0.0457, loss: 1.1774 2022-06-06 10:44:19,437 - mmdet - INFO - Epoch [13][800/7330] lr: 1.000e-04, eta: 2 days, 23:28:40, time: 1.464, data_time: 0.025, memory: 64799, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0296, loss_semantic_seg: 0.1753, s0.loss_cls: 0.1710, s0.acc: 93.8062, s0.loss_bbox: 0.0969, s0.loss_mask: 0.1965, s1.loss_cls: 0.0787, s1.acc: 94.2858, s1.loss_bbox: 0.1056, s1.loss_mask: 0.0927, s2.loss_cls: 0.0402, s2.acc: 94.0742, s2.loss_bbox: 0.0678, s2.loss_mask: 0.0436, loss: 1.1184 2022-06-06 10:45:32,256 - mmdet - INFO - Epoch [13][850/7330] lr: 1.000e-04, eta: 2 days, 23:27:25, time: 1.456, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0287, loss_semantic_seg: 0.1858, s0.loss_cls: 0.1748, s0.acc: 93.7302, s0.loss_bbox: 0.0976, s0.loss_mask: 0.2009, s1.loss_cls: 0.0797, s1.acc: 94.3214, s1.loss_bbox: 0.1042, s1.loss_mask: 0.0952, s2.loss_cls: 0.0405, s2.acc: 94.1786, s2.loss_bbox: 0.0651, s2.loss_mask: 0.0441, loss: 1.1394 2022-06-06 10:46:45,919 - mmdet - INFO - Epoch [13][900/7330] lr: 1.000e-04, eta: 2 days, 23:26:12, time: 1.474, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0275, loss_semantic_seg: 0.1884, s0.loss_cls: 0.1625, s0.acc: 94.1423, s0.loss_bbox: 0.0903, s0.loss_mask: 0.1975, s1.loss_cls: 0.0748, s1.acc: 94.5483, s1.loss_bbox: 0.0985, s1.loss_mask: 0.0930, s2.loss_cls: 0.0376, s2.acc: 94.4363, s2.loss_bbox: 0.0632, s2.loss_mask: 0.0438, loss: 1.0996 2022-06-06 10:47:58,920 - mmdet - INFO - Epoch [13][950/7330] lr: 1.000e-04, eta: 2 days, 23:24:57, time: 1.460, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0272, loss_semantic_seg: 0.1829, s0.loss_cls: 0.1620, s0.acc: 94.1409, s0.loss_bbox: 0.0917, s0.loss_mask: 0.1909, s1.loss_cls: 0.0759, s1.acc: 94.5375, s1.loss_bbox: 0.0985, s1.loss_mask: 0.0895, s2.loss_cls: 0.0385, s2.acc: 94.3750, s2.loss_bbox: 0.0625, s2.loss_mask: 0.0426, loss: 1.0842 2022-06-06 10:49:11,575 - mmdet - INFO - Epoch [13][1000/7330] lr: 1.000e-04, eta: 2 days, 23:23:42, time: 1.453, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0278, loss_semantic_seg: 0.1868, s0.loss_cls: 0.1770, s0.acc: 93.5623, s0.loss_bbox: 0.1011, s0.loss_mask: 0.2090, s1.loss_cls: 0.0817, s1.acc: 94.0709, s1.loss_bbox: 0.1106, s1.loss_mask: 0.0986, s2.loss_cls: 0.0412, s2.acc: 93.9075, s2.loss_bbox: 0.0697, s2.loss_mask: 0.0463, loss: 1.1714 2022-06-06 10:50:25,797 - mmdet - INFO - Epoch [13][1050/7330] lr: 1.000e-04, eta: 2 days, 23:22:30, time: 1.485, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0288, loss_semantic_seg: 0.1836, s0.loss_cls: 0.1688, s0.acc: 93.8774, s0.loss_bbox: 0.0955, s0.loss_mask: 0.2006, s1.loss_cls: 0.0782, s1.acc: 94.3537, s1.loss_bbox: 0.1035, s1.loss_mask: 0.0937, s2.loss_cls: 0.0396, s2.acc: 94.1006, s2.loss_bbox: 0.0668, s2.loss_mask: 0.0442, loss: 1.1268 2022-06-06 10:51:39,698 - mmdet - INFO - Epoch [13][1100/7330] lr: 1.000e-04, eta: 2 days, 23:21:18, time: 1.478, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0309, loss_semantic_seg: 0.1913, s0.loss_cls: 0.1836, s0.acc: 93.4138, s0.loss_bbox: 0.1057, s0.loss_mask: 0.2057, s1.loss_cls: 0.0850, s1.acc: 93.8459, s1.loss_bbox: 0.1131, s1.loss_mask: 0.0960, s2.loss_cls: 0.0435, s2.acc: 93.5916, s2.loss_bbox: 0.0709, s2.loss_mask: 0.0453, loss: 1.1959 2022-06-06 10:52:54,101 - mmdet - INFO - Epoch [13][1150/7330] lr: 1.000e-04, eta: 2 days, 23:20:06, time: 1.488, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0238, loss_rpn_bbox: 0.0295, loss_semantic_seg: 0.1793, s0.loss_cls: 0.1781, s0.acc: 93.5342, s0.loss_bbox: 0.1016, s0.loss_mask: 0.2056, s1.loss_cls: 0.0822, s1.acc: 94.0755, s1.loss_bbox: 0.1110, s1.loss_mask: 0.0967, s2.loss_cls: 0.0418, s2.acc: 93.9079, s2.loss_bbox: 0.0698, s2.loss_mask: 0.0453, loss: 1.1647 2022-06-06 10:54:07,622 - mmdet - INFO - Epoch [13][1200/7330] lr: 1.000e-04, eta: 2 days, 23:18:53, time: 1.471, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0281, loss_semantic_seg: 0.1831, s0.loss_cls: 0.1672, s0.acc: 93.9829, s0.loss_bbox: 0.0921, s0.loss_mask: 0.1917, s1.loss_cls: 0.0782, s1.acc: 94.4057, s1.loss_bbox: 0.1012, s1.loss_mask: 0.0910, s2.loss_cls: 0.0388, s2.acc: 94.3631, s2.loss_bbox: 0.0650, s2.loss_mask: 0.0429, loss: 1.1000 2022-06-06 10:55:21,058 - mmdet - INFO - Epoch [13][1250/7330] lr: 1.000e-04, eta: 2 days, 23:17:39, time: 1.469, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0292, loss_semantic_seg: 0.1822, s0.loss_cls: 0.1551, s0.acc: 94.4048, s0.loss_bbox: 0.0917, s0.loss_mask: 0.1947, s1.loss_cls: 0.0721, s1.acc: 94.6859, s1.loss_bbox: 0.1000, s1.loss_mask: 0.0907, s2.loss_cls: 0.0372, s2.acc: 94.5000, s2.loss_bbox: 0.0629, s2.loss_mask: 0.0424, loss: 1.0790 2022-06-06 10:56:35,855 - mmdet - INFO - Epoch [13][1300/7330] lr: 1.000e-04, eta: 2 days, 23:16:28, time: 1.495, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0286, loss_semantic_seg: 0.1826, s0.loss_cls: 0.1786, s0.acc: 93.6418, s0.loss_bbox: 0.0965, s0.loss_mask: 0.1991, s1.loss_cls: 0.0816, s1.acc: 94.1455, s1.loss_bbox: 0.1047, s1.loss_mask: 0.0934, s2.loss_cls: 0.0410, s2.acc: 94.0763, s2.loss_bbox: 0.0678, s2.loss_mask: 0.0442, loss: 1.1425 2022-06-06 10:57:48,848 - mmdet - INFO - Epoch [13][1350/7330] lr: 1.000e-04, eta: 2 days, 23:15:14, time: 1.460, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0282, loss_semantic_seg: 0.1839, s0.loss_cls: 0.1661, s0.acc: 94.0188, s0.loss_bbox: 0.0987, s0.loss_mask: 0.1969, s1.loss_cls: 0.0766, s1.acc: 94.4862, s1.loss_bbox: 0.1079, s1.loss_mask: 0.0933, s2.loss_cls: 0.0389, s2.acc: 94.2635, s2.loss_bbox: 0.0689, s2.loss_mask: 0.0439, loss: 1.1254 2022-06-06 10:59:01,976 - mmdet - INFO - Epoch [13][1400/7330] lr: 1.000e-04, eta: 2 days, 23:14:00, time: 1.462, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0290, loss_semantic_seg: 0.1909, s0.loss_cls: 0.1725, s0.acc: 93.7615, s0.loss_bbox: 0.0983, s0.loss_mask: 0.2066, s1.loss_cls: 0.0789, s1.acc: 94.2125, s1.loss_bbox: 0.1069, s1.loss_mask: 0.0974, s2.loss_cls: 0.0398, s2.acc: 94.1183, s2.loss_bbox: 0.0691, s2.loss_mask: 0.0461, loss: 1.1571 2022-06-06 11:00:14,245 - mmdet - INFO - Epoch [13][1450/7330] lr: 1.000e-04, eta: 2 days, 23:12:44, time: 1.446, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0270, loss_semantic_seg: 0.1807, s0.loss_cls: 0.1683, s0.acc: 93.9675, s0.loss_bbox: 0.0967, s0.loss_mask: 0.1982, s1.loss_cls: 0.0767, s1.acc: 94.5279, s1.loss_bbox: 0.1047, s1.loss_mask: 0.0936, s2.loss_cls: 0.0390, s2.acc: 94.3733, s2.loss_bbox: 0.0680, s2.loss_mask: 0.0441, loss: 1.1218 2022-06-06 11:01:27,755 - mmdet - INFO - Epoch [13][1500/7330] lr: 1.000e-04, eta: 2 days, 23:11:30, time: 1.470, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0291, loss_semantic_seg: 0.1808, s0.loss_cls: 0.1777, s0.acc: 93.6567, s0.loss_bbox: 0.1021, s0.loss_mask: 0.2069, s1.loss_cls: 0.0838, s1.acc: 93.9953, s1.loss_bbox: 0.1075, s1.loss_mask: 0.0966, s2.loss_cls: 0.0420, s2.acc: 93.8208, s2.loss_bbox: 0.0669, s2.loss_mask: 0.0445, loss: 1.1634 2022-06-06 11:02:41,294 - mmdet - INFO - Epoch [13][1550/7330] lr: 1.000e-04, eta: 2 days, 23:10:17, time: 1.469, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0295, loss_semantic_seg: 0.1701, s0.loss_cls: 0.1734, s0.acc: 93.8169, s0.loss_bbox: 0.0968, s0.loss_mask: 0.1991, s1.loss_cls: 0.0801, s1.acc: 94.2711, s1.loss_bbox: 0.1070, s1.loss_mask: 0.0924, s2.loss_cls: 0.0407, s2.acc: 94.0595, s2.loss_bbox: 0.0696, s2.loss_mask: 0.0437, loss: 1.1245 2022-06-06 11:03:54,914 - mmdet - INFO - Epoch [13][1600/7330] lr: 1.000e-04, eta: 2 days, 23:09:04, time: 1.473, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0275, loss_semantic_seg: 0.1810, s0.loss_cls: 0.1714, s0.acc: 93.7939, s0.loss_bbox: 0.0953, s0.loss_mask: 0.1957, s1.loss_cls: 0.0800, s1.acc: 94.2614, s1.loss_bbox: 0.1041, s1.loss_mask: 0.0922, s2.loss_cls: 0.0405, s2.acc: 94.0231, s2.loss_bbox: 0.0673, s2.loss_mask: 0.0438, loss: 1.1194 2022-06-06 11:05:09,398 - mmdet - INFO - Epoch [13][1650/7330] lr: 1.000e-04, eta: 2 days, 23:07:52, time: 1.491, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0276, loss_semantic_seg: 0.1823, s0.loss_cls: 0.1739, s0.acc: 93.7346, s0.loss_bbox: 0.0976, s0.loss_mask: 0.1991, s1.loss_cls: 0.0812, s1.acc: 94.2755, s1.loss_bbox: 0.1043, s1.loss_mask: 0.0937, s2.loss_cls: 0.0413, s2.acc: 94.0566, s2.loss_bbox: 0.0662, s2.loss_mask: 0.0446, loss: 1.1348 2022-06-06 11:06:23,519 - mmdet - INFO - Epoch [13][1700/7330] lr: 1.000e-04, eta: 2 days, 23:06:40, time: 1.483, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0284, loss_semantic_seg: 0.1883, s0.loss_cls: 0.1761, s0.acc: 93.7610, s0.loss_bbox: 0.0982, s0.loss_mask: 0.1996, s1.loss_cls: 0.0820, s1.acc: 94.2082, s1.loss_bbox: 0.1073, s1.loss_mask: 0.0942, s2.loss_cls: 0.0410, s2.acc: 94.0386, s2.loss_bbox: 0.0672, s2.loss_mask: 0.0442, loss: 1.1493 2022-06-06 11:07:36,431 - mmdet - INFO - Epoch [13][1750/7330] lr: 1.000e-04, eta: 2 days, 23:05:26, time: 1.458, data_time: 0.012, memory: 64799, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0268, loss_semantic_seg: 0.1820, s0.loss_cls: 0.1672, s0.acc: 93.9866, s0.loss_bbox: 0.0948, s0.loss_mask: 0.1978, s1.loss_cls: 0.0776, s1.acc: 94.4208, s1.loss_bbox: 0.1037, s1.loss_mask: 0.0929, s2.loss_cls: 0.0397, s2.acc: 94.1701, s2.loss_bbox: 0.0661, s2.loss_mask: 0.0434, loss: 1.1127 2022-06-06 11:08:49,096 - mmdet - INFO - Epoch [13][1800/7330] lr: 1.000e-04, eta: 2 days, 23:04:11, time: 1.453, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0295, loss_semantic_seg: 0.1843, s0.loss_cls: 0.1719, s0.acc: 93.7961, s0.loss_bbox: 0.0980, s0.loss_mask: 0.1958, s1.loss_cls: 0.0795, s1.acc: 94.2896, s1.loss_bbox: 0.1060, s1.loss_mask: 0.0922, s2.loss_cls: 0.0410, s2.acc: 94.0315, s2.loss_bbox: 0.0677, s2.loss_mask: 0.0433, loss: 1.1334 2022-06-06 11:10:03,238 - mmdet - INFO - Epoch [13][1850/7330] lr: 1.000e-04, eta: 2 days, 23:02:58, time: 1.483, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0296, loss_semantic_seg: 0.1788, s0.loss_cls: 0.1737, s0.acc: 93.8264, s0.loss_bbox: 0.0928, s0.loss_mask: 0.1968, s1.loss_cls: 0.0799, s1.acc: 94.3610, s1.loss_bbox: 0.1037, s1.loss_mask: 0.0928, s2.loss_cls: 0.0406, s2.acc: 94.1122, s2.loss_bbox: 0.0687, s2.loss_mask: 0.0438, loss: 1.1241 2022-06-06 11:11:16,663 - mmdet - INFO - Epoch [13][1900/7330] lr: 1.000e-04, eta: 2 days, 23:01:45, time: 1.469, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0275, loss_semantic_seg: 0.1821, s0.loss_cls: 0.1649, s0.acc: 94.0054, s0.loss_bbox: 0.0953, s0.loss_mask: 0.1997, s1.loss_cls: 0.0753, s1.acc: 94.5233, s1.loss_bbox: 0.1051, s1.loss_mask: 0.0939, s2.loss_cls: 0.0387, s2.acc: 94.2581, s2.loss_bbox: 0.0667, s2.loss_mask: 0.0447, loss: 1.1148 2022-06-06 11:12:30,964 - mmdet - INFO - Epoch [13][1950/7330] lr: 1.000e-04, eta: 2 days, 23:00:33, time: 1.485, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0272, loss_semantic_seg: 0.1759, s0.loss_cls: 0.1716, s0.acc: 93.8877, s0.loss_bbox: 0.0948, s0.loss_mask: 0.1973, s1.loss_cls: 0.0794, s1.acc: 94.2557, s1.loss_bbox: 0.1028, s1.loss_mask: 0.0937, s2.loss_cls: 0.0403, s2.acc: 94.0824, s2.loss_bbox: 0.0653, s2.loss_mask: 0.0440, loss: 1.1119 2022-06-06 11:13:44,417 - mmdet - INFO - Epoch [13][2000/7330] lr: 1.000e-04, eta: 2 days, 22:59:19, time: 1.469, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0268, loss_semantic_seg: 0.1793, s0.loss_cls: 0.1683, s0.acc: 93.9209, s0.loss_bbox: 0.0939, s0.loss_mask: 0.1981, s1.loss_cls: 0.0780, s1.acc: 94.4692, s1.loss_bbox: 0.1027, s1.loss_mask: 0.0938, s2.loss_cls: 0.0401, s2.acc: 94.2314, s2.loss_bbox: 0.0650, s2.loss_mask: 0.0442, loss: 1.1127 2022-06-06 11:14:58,667 - mmdet - INFO - Epoch [13][2050/7330] lr: 1.000e-04, eta: 2 days, 22:58:08, time: 1.486, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0284, loss_semantic_seg: 0.1887, s0.loss_cls: 0.1693, s0.acc: 93.7507, s0.loss_bbox: 0.0978, s0.loss_mask: 0.1970, s1.loss_cls: 0.0780, s1.acc: 94.3036, s1.loss_bbox: 0.1050, s1.loss_mask: 0.0925, s2.loss_cls: 0.0395, s2.acc: 94.1492, s2.loss_bbox: 0.0677, s2.loss_mask: 0.0432, loss: 1.1294 2022-06-06 11:16:11,738 - mmdet - INFO - Epoch [13][2100/7330] lr: 1.000e-04, eta: 2 days, 22:56:53, time: 1.461, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0292, loss_semantic_seg: 0.1767, s0.loss_cls: 0.1735, s0.acc: 93.7556, s0.loss_bbox: 0.0965, s0.loss_mask: 0.1981, s1.loss_cls: 0.0812, s1.acc: 94.1754, s1.loss_bbox: 0.1052, s1.loss_mask: 0.0936, s2.loss_cls: 0.0410, s2.acc: 93.9628, s2.loss_bbox: 0.0676, s2.loss_mask: 0.0438, loss: 1.1292 2022-06-06 11:17:26,029 - mmdet - INFO - Epoch [13][2150/7330] lr: 1.000e-04, eta: 2 days, 22:55:41, time: 1.485, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0192, loss_rpn_bbox: 0.0272, loss_semantic_seg: 0.1762, s0.loss_cls: 0.1676, s0.acc: 93.9219, s0.loss_bbox: 0.0965, s0.loss_mask: 0.1943, s1.loss_cls: 0.0766, s1.acc: 94.4495, s1.loss_bbox: 0.1066, s1.loss_mask: 0.0916, s2.loss_cls: 0.0389, s2.acc: 94.2311, s2.loss_bbox: 0.0687, s2.loss_mask: 0.0431, loss: 1.1063 2022-06-06 11:18:38,699 - mmdet - INFO - Epoch [13][2200/7330] lr: 1.000e-04, eta: 2 days, 22:54:26, time: 1.454, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0283, loss_semantic_seg: 0.1794, s0.loss_cls: 0.1659, s0.acc: 94.1211, s0.loss_bbox: 0.0933, s0.loss_mask: 0.1979, s1.loss_cls: 0.0771, s1.acc: 94.5557, s1.loss_bbox: 0.1010, s1.loss_mask: 0.0934, s2.loss_cls: 0.0391, s2.acc: 94.3541, s2.loss_bbox: 0.0643, s2.loss_mask: 0.0439, loss: 1.1070 2022-06-06 11:19:51,839 - mmdet - INFO - Epoch [13][2250/7330] lr: 1.000e-04, eta: 2 days, 22:53:12, time: 1.461, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0285, loss_semantic_seg: 0.1794, s0.loss_cls: 0.1645, s0.acc: 94.0901, s0.loss_bbox: 0.0942, s0.loss_mask: 0.1988, s1.loss_cls: 0.0750, s1.acc: 94.6118, s1.loss_bbox: 0.1022, s1.loss_mask: 0.0934, s2.loss_cls: 0.0387, s2.acc: 94.3909, s2.loss_bbox: 0.0660, s2.loss_mask: 0.0436, loss: 1.1059 2022-06-06 11:21:05,372 - mmdet - INFO - Epoch [13][2300/7330] lr: 1.000e-04, eta: 2 days, 22:51:59, time: 1.472, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0287, loss_semantic_seg: 0.1877, s0.loss_cls: 0.1746, s0.acc: 93.7070, s0.loss_bbox: 0.1012, s0.loss_mask: 0.2030, s1.loss_cls: 0.0823, s1.acc: 94.0055, s1.loss_bbox: 0.1110, s1.loss_mask: 0.0955, s2.loss_cls: 0.0424, s2.acc: 93.7260, s2.loss_bbox: 0.0683, s2.loss_mask: 0.0442, loss: 1.1636 2022-06-06 11:22:18,902 - mmdet - INFO - Epoch [13][2350/7330] lr: 1.000e-04, eta: 2 days, 22:50:46, time: 1.471, data_time: 0.021, memory: 64799, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0279, loss_semantic_seg: 0.1888, s0.loss_cls: 0.1669, s0.acc: 94.1499, s0.loss_bbox: 0.0937, s0.loss_mask: 0.1980, s1.loss_cls: 0.0771, s1.acc: 94.5757, s1.loss_bbox: 0.1008, s1.loss_mask: 0.0921, s2.loss_cls: 0.0386, s2.acc: 94.4698, s2.loss_bbox: 0.0639, s2.loss_mask: 0.0431, loss: 1.1138 2022-06-06 11:23:31,720 - mmdet - INFO - Epoch [13][2400/7330] lr: 1.000e-04, eta: 2 days, 22:49:31, time: 1.456, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0289, loss_semantic_seg: 0.1873, s0.loss_cls: 0.1631, s0.acc: 93.9832, s0.loss_bbox: 0.0948, s0.loss_mask: 0.1988, s1.loss_cls: 0.0771, s1.acc: 94.4215, s1.loss_bbox: 0.1003, s1.loss_mask: 0.0930, s2.loss_cls: 0.0390, s2.acc: 94.2396, s2.loss_bbox: 0.0627, s2.loss_mask: 0.0436, loss: 1.1116 2022-06-06 11:24:45,420 - mmdet - INFO - Epoch [13][2450/7330] lr: 1.000e-04, eta: 2 days, 22:48:18, time: 1.474, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0285, loss_semantic_seg: 0.1843, s0.loss_cls: 0.1711, s0.acc: 93.8164, s0.loss_bbox: 0.0953, s0.loss_mask: 0.2016, s1.loss_cls: 0.0797, s1.acc: 94.2581, s1.loss_bbox: 0.1035, s1.loss_mask: 0.0949, s2.loss_cls: 0.0400, s2.acc: 94.1130, s2.loss_bbox: 0.0672, s2.loss_mask: 0.0447, loss: 1.1330 2022-06-06 11:25:59,510 - mmdet - INFO - Epoch [13][2500/7330] lr: 1.000e-04, eta: 2 days, 22:47:06, time: 1.482, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0234, loss_rpn_bbox: 0.0290, loss_semantic_seg: 0.1881, s0.loss_cls: 0.1830, s0.acc: 93.4534, s0.loss_bbox: 0.1017, s0.loss_mask: 0.2068, s1.loss_cls: 0.0869, s1.acc: 93.8094, s1.loss_bbox: 0.1109, s1.loss_mask: 0.0970, s2.loss_cls: 0.0444, s2.acc: 93.5925, s2.loss_bbox: 0.0695, s2.loss_mask: 0.0456, loss: 1.1862 2022-06-06 11:27:13,000 - mmdet - INFO - Epoch [13][2550/7330] lr: 1.000e-04, eta: 2 days, 22:45:52, time: 1.470, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0261, loss_semantic_seg: 0.1835, s0.loss_cls: 0.1614, s0.acc: 94.0974, s0.loss_bbox: 0.0908, s0.loss_mask: 0.1954, s1.loss_cls: 0.0757, s1.acc: 94.5207, s1.loss_bbox: 0.0984, s1.loss_mask: 0.0918, s2.loss_cls: 0.0386, s2.acc: 94.3674, s2.loss_bbox: 0.0626, s2.loss_mask: 0.0428, loss: 1.0877 2022-06-06 11:28:26,694 - mmdet - INFO - Epoch [13][2600/7330] lr: 1.000e-04, eta: 2 days, 22:44:39, time: 1.474, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0279, loss_semantic_seg: 0.1795, s0.loss_cls: 0.1638, s0.acc: 94.1641, s0.loss_bbox: 0.0945, s0.loss_mask: 0.2000, s1.loss_cls: 0.0752, s1.acc: 94.6494, s1.loss_bbox: 0.1024, s1.loss_mask: 0.0930, s2.loss_cls: 0.0389, s2.acc: 94.3158, s2.loss_bbox: 0.0639, s2.loss_mask: 0.0437, loss: 1.1065 2022-06-06 11:29:40,997 - mmdet - INFO - Epoch [13][2650/7330] lr: 1.000e-04, eta: 2 days, 22:43:27, time: 1.486, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0293, loss_semantic_seg: 0.1842, s0.loss_cls: 0.1722, s0.acc: 93.7852, s0.loss_bbox: 0.0972, s0.loss_mask: 0.1970, s1.loss_cls: 0.0800, s1.acc: 94.2101, s1.loss_bbox: 0.1053, s1.loss_mask: 0.0927, s2.loss_cls: 0.0403, s2.acc: 94.0782, s2.loss_bbox: 0.0657, s2.loss_mask: 0.0436, loss: 1.1311 2022-06-06 11:30:55,310 - mmdet - INFO - Epoch [13][2700/7330] lr: 1.000e-04, eta: 2 days, 22:42:15, time: 1.486, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0287, loss_semantic_seg: 0.1865, s0.loss_cls: 0.1735, s0.acc: 93.6987, s0.loss_bbox: 0.0988, s0.loss_mask: 0.2032, s1.loss_cls: 0.0815, s1.acc: 94.1234, s1.loss_bbox: 0.1060, s1.loss_mask: 0.0948, s2.loss_cls: 0.0414, s2.acc: 93.8604, s2.loss_bbox: 0.0672, s2.loss_mask: 0.0447, loss: 1.1479 2022-06-06 11:32:09,320 - mmdet - INFO - Epoch [13][2750/7330] lr: 1.000e-04, eta: 2 days, 22:41:03, time: 1.480, data_time: 0.011, memory: 64799, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0278, loss_semantic_seg: 0.1869, s0.loss_cls: 0.1699, s0.acc: 93.9141, s0.loss_bbox: 0.0971, s0.loss_mask: 0.1979, s1.loss_cls: 0.0787, s1.acc: 94.3469, s1.loss_bbox: 0.1033, s1.loss_mask: 0.0925, s2.loss_cls: 0.0396, s2.acc: 94.2107, s2.loss_bbox: 0.0650, s2.loss_mask: 0.0437, loss: 1.1252 2022-06-06 11:33:22,928 - mmdet - INFO - Epoch [13][2800/7330] lr: 1.000e-04, eta: 2 days, 22:39:50, time: 1.472, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0290, loss_semantic_seg: 0.1739, s0.loss_cls: 0.1621, s0.acc: 94.0452, s0.loss_bbox: 0.0951, s0.loss_mask: 0.1960, s1.loss_cls: 0.0764, s1.acc: 94.4357, s1.loss_bbox: 0.1037, s1.loss_mask: 0.0920, s2.loss_cls: 0.0389, s2.acc: 94.1370, s2.loss_bbox: 0.0658, s2.loss_mask: 0.0430, loss: 1.0989 2022-06-06 11:34:36,900 - mmdet - INFO - Epoch [13][2850/7330] lr: 1.000e-04, eta: 2 days, 22:38:37, time: 1.479, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0271, loss_semantic_seg: 0.1831, s0.loss_cls: 0.1623, s0.acc: 94.1248, s0.loss_bbox: 0.0939, s0.loss_mask: 0.2021, s1.loss_cls: 0.0755, s1.acc: 94.5126, s1.loss_bbox: 0.1036, s1.loss_mask: 0.0952, s2.loss_cls: 0.0387, s2.acc: 94.2872, s2.loss_bbox: 0.0664, s2.loss_mask: 0.0451, loss: 1.1157 2022-06-06 11:35:51,155 - mmdet - INFO - Epoch [13][2900/7330] lr: 1.000e-04, eta: 2 days, 22:37:25, time: 1.485, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0267, loss_semantic_seg: 0.1843, s0.loss_cls: 0.1484, s0.acc: 94.5354, s0.loss_bbox: 0.0905, s0.loss_mask: 0.1965, s1.loss_cls: 0.0680, s1.acc: 95.0630, s1.loss_bbox: 0.0995, s1.loss_mask: 0.0918, s2.loss_cls: 0.0351, s2.acc: 94.7228, s2.loss_bbox: 0.0634, s2.loss_mask: 0.0433, loss: 1.0714 2022-06-06 11:37:04,222 - mmdet - INFO - Epoch [13][2950/7330] lr: 1.000e-04, eta: 2 days, 22:36:11, time: 1.462, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0286, loss_semantic_seg: 0.1931, s0.loss_cls: 0.1721, s0.acc: 93.7969, s0.loss_bbox: 0.0990, s0.loss_mask: 0.2002, s1.loss_cls: 0.0801, s1.acc: 94.2691, s1.loss_bbox: 0.1058, s1.loss_mask: 0.0940, s2.loss_cls: 0.0412, s2.acc: 94.0434, s2.loss_bbox: 0.0661, s2.loss_mask: 0.0444, loss: 1.1470 2022-06-06 11:38:18,023 - mmdet - INFO - Epoch [13][3000/7330] lr: 1.000e-04, eta: 2 days, 22:34:58, time: 1.476, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0293, loss_semantic_seg: 0.1875, s0.loss_cls: 0.1682, s0.acc: 93.9072, s0.loss_bbox: 0.0944, s0.loss_mask: 0.1995, s1.loss_cls: 0.0777, s1.acc: 94.2960, s1.loss_bbox: 0.1019, s1.loss_mask: 0.0943, s2.loss_cls: 0.0392, s2.acc: 94.1798, s2.loss_bbox: 0.0649, s2.loss_mask: 0.0446, loss: 1.1251 2022-06-06 11:39:31,033 - mmdet - INFO - Epoch [13][3050/7330] lr: 1.000e-04, eta: 2 days, 22:33:44, time: 1.460, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0267, loss_semantic_seg: 0.1914, s0.loss_cls: 0.1696, s0.acc: 93.9133, s0.loss_bbox: 0.0969, s0.loss_mask: 0.2027, s1.loss_cls: 0.0791, s1.acc: 94.2875, s1.loss_bbox: 0.1028, s1.loss_mask: 0.0950, s2.loss_cls: 0.0399, s2.acc: 93.9817, s2.loss_bbox: 0.0651, s2.loss_mask: 0.0450, loss: 1.1362 2022-06-06 11:40:43,667 - mmdet - INFO - Epoch [13][3100/7330] lr: 1.000e-04, eta: 2 days, 22:32:29, time: 1.452, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0292, loss_semantic_seg: 0.1775, s0.loss_cls: 0.1668, s0.acc: 93.8989, s0.loss_bbox: 0.0967, s0.loss_mask: 0.1985, s1.loss_cls: 0.0774, s1.acc: 94.3056, s1.loss_bbox: 0.1074, s1.loss_mask: 0.0936, s2.loss_cls: 0.0395, s2.acc: 94.1180, s2.loss_bbox: 0.0681, s2.loss_mask: 0.0438, loss: 1.1184 2022-06-06 11:41:56,020 - mmdet - INFO - Epoch [13][3150/7330] lr: 1.000e-04, eta: 2 days, 22:31:13, time: 1.448, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0303, loss_semantic_seg: 0.1848, s0.loss_cls: 0.1807, s0.acc: 93.5767, s0.loss_bbox: 0.1017, s0.loss_mask: 0.2044, s1.loss_cls: 0.0843, s1.acc: 93.9848, s1.loss_bbox: 0.1102, s1.loss_mask: 0.0966, s2.loss_cls: 0.0422, s2.acc: 93.8005, s2.loss_bbox: 0.0695, s2.loss_mask: 0.0456, loss: 1.1731 2022-06-06 11:43:09,230 - mmdet - INFO - Epoch [13][3200/7330] lr: 1.000e-04, eta: 2 days, 22:29:59, time: 1.464, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0284, loss_semantic_seg: 0.1863, s0.loss_cls: 0.1670, s0.acc: 94.0662, s0.loss_bbox: 0.0928, s0.loss_mask: 0.1961, s1.loss_cls: 0.0768, s1.acc: 94.5526, s1.loss_bbox: 0.1002, s1.loss_mask: 0.0925, s2.loss_cls: 0.0390, s2.acc: 94.3727, s2.loss_bbox: 0.0640, s2.loss_mask: 0.0436, loss: 1.1084 2022-06-06 11:44:22,469 - mmdet - INFO - Epoch [13][3250/7330] lr: 1.000e-04, eta: 2 days, 22:28:45, time: 1.465, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0278, loss_semantic_seg: 0.1728, s0.loss_cls: 0.1664, s0.acc: 93.8821, s0.loss_bbox: 0.0962, s0.loss_mask: 0.2074, s1.loss_cls: 0.0772, s1.acc: 94.3629, s1.loss_bbox: 0.1040, s1.loss_mask: 0.0978, s2.loss_cls: 0.0388, s2.acc: 94.1542, s2.loss_bbox: 0.0664, s2.loss_mask: 0.0463, loss: 1.1254 2022-06-06 11:45:35,479 - mmdet - INFO - Epoch [13][3300/7330] lr: 1.000e-04, eta: 2 days, 22:27:31, time: 1.460, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0240, loss_rpn_bbox: 0.0280, loss_semantic_seg: 0.1850, s0.loss_cls: 0.1714, s0.acc: 93.8301, s0.loss_bbox: 0.0987, s0.loss_mask: 0.2010, s1.loss_cls: 0.0796, s1.acc: 94.3514, s1.loss_bbox: 0.1058, s1.loss_mask: 0.0947, s2.loss_cls: 0.0402, s2.acc: 94.1882, s2.loss_bbox: 0.0681, s2.loss_mask: 0.0448, loss: 1.1413 2022-06-06 11:46:49,296 - mmdet - INFO - Epoch [13][3350/7330] lr: 1.000e-04, eta: 2 days, 22:26:18, time: 1.477, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0290, loss_semantic_seg: 0.1831, s0.loss_cls: 0.1701, s0.acc: 93.9128, s0.loss_bbox: 0.0976, s0.loss_mask: 0.1972, s1.loss_cls: 0.0795, s1.acc: 94.4063, s1.loss_bbox: 0.1043, s1.loss_mask: 0.0931, s2.loss_cls: 0.0398, s2.acc: 94.2120, s2.loss_bbox: 0.0649, s2.loss_mask: 0.0439, loss: 1.1242 2022-06-06 11:48:03,863 - mmdet - INFO - Epoch [13][3400/7330] lr: 1.000e-04, eta: 2 days, 22:25:06, time: 1.489, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0284, loss_semantic_seg: 0.1782, s0.loss_cls: 0.1713, s0.acc: 93.7822, s0.loss_bbox: 0.0956, s0.loss_mask: 0.2006, s1.loss_cls: 0.0812, s1.acc: 94.1894, s1.loss_bbox: 0.1058, s1.loss_mask: 0.0948, s2.loss_cls: 0.0416, s2.acc: 93.8856, s2.loss_bbox: 0.0677, s2.loss_mask: 0.0450, loss: 1.1319 2022-06-06 11:49:17,787 - mmdet - INFO - Epoch [13][3450/7330] lr: 1.000e-04, eta: 2 days, 22:23:54, time: 1.480, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0283, loss_semantic_seg: 0.1785, s0.loss_cls: 0.1621, s0.acc: 94.1577, s0.loss_bbox: 0.0948, s0.loss_mask: 0.1947, s1.loss_cls: 0.0748, s1.acc: 94.6513, s1.loss_bbox: 0.1011, s1.loss_mask: 0.0913, s2.loss_cls: 0.0378, s2.acc: 94.5060, s2.loss_bbox: 0.0642, s2.loss_mask: 0.0433, loss: 1.0926 2022-06-06 11:50:31,602 - mmdet - INFO - Epoch [13][3500/7330] lr: 1.000e-04, eta: 2 days, 22:22:41, time: 1.476, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0283, loss_semantic_seg: 0.1823, s0.loss_cls: 0.1752, s0.acc: 93.6990, s0.loss_bbox: 0.1009, s0.loss_mask: 0.2005, s1.loss_cls: 0.0827, s1.acc: 94.0925, s1.loss_bbox: 0.1082, s1.loss_mask: 0.0938, s2.loss_cls: 0.0425, s2.acc: 93.8218, s2.loss_bbox: 0.0680, s2.loss_mask: 0.0441, loss: 1.1460 2022-06-06 11:51:45,425 - mmdet - INFO - Epoch [13][3550/7330] lr: 1.000e-04, eta: 2 days, 22:21:28, time: 1.476, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0309, loss_semantic_seg: 0.1800, s0.loss_cls: 0.1824, s0.acc: 93.4390, s0.loss_bbox: 0.1016, s0.loss_mask: 0.2048, s1.loss_cls: 0.0848, s1.acc: 93.8224, s1.loss_bbox: 0.1081, s1.loss_mask: 0.0959, s2.loss_cls: 0.0426, s2.acc: 93.7725, s2.loss_bbox: 0.0666, s2.loss_mask: 0.0450, loss: 1.1657 2022-06-06 11:52:57,910 - mmdet - INFO - Epoch [13][3600/7330] lr: 1.000e-04, eta: 2 days, 22:20:13, time: 1.450, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0280, loss_semantic_seg: 0.1863, s0.loss_cls: 0.1796, s0.acc: 93.6521, s0.loss_bbox: 0.0978, s0.loss_mask: 0.2036, s1.loss_cls: 0.0843, s1.acc: 94.1287, s1.loss_bbox: 0.1049, s1.loss_mask: 0.0953, s2.loss_cls: 0.0428, s2.acc: 93.8320, s2.loss_bbox: 0.0671, s2.loss_mask: 0.0450, loss: 1.1572 2022-06-06 11:54:11,495 - mmdet - INFO - Epoch [13][3650/7330] lr: 1.000e-04, eta: 2 days, 22:19:00, time: 1.471, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0288, loss_semantic_seg: 0.1921, s0.loss_cls: 0.1754, s0.acc: 93.6416, s0.loss_bbox: 0.1003, s0.loss_mask: 0.2031, s1.loss_cls: 0.0817, s1.acc: 94.0753, s1.loss_bbox: 0.1102, s1.loss_mask: 0.0950, s2.loss_cls: 0.0407, s2.acc: 94.0035, s2.loss_bbox: 0.0690, s2.loss_mask: 0.0447, loss: 1.1633 2022-06-06 11:55:25,385 - mmdet - INFO - Epoch [13][3700/7330] lr: 1.000e-04, eta: 2 days, 22:17:47, time: 1.478, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0270, loss_semantic_seg: 0.1853, s0.loss_cls: 0.1717, s0.acc: 93.8264, s0.loss_bbox: 0.0938, s0.loss_mask: 0.1945, s1.loss_cls: 0.0812, s1.acc: 94.1734, s1.loss_bbox: 0.1007, s1.loss_mask: 0.0914, s2.loss_cls: 0.0407, s2.acc: 94.0149, s2.loss_bbox: 0.0639, s2.loss_mask: 0.0432, loss: 1.1148 2022-06-06 11:56:39,708 - mmdet - INFO - Epoch [13][3750/7330] lr: 1.000e-04, eta: 2 days, 22:16:35, time: 1.486, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0315, loss_semantic_seg: 0.1859, s0.loss_cls: 0.1782, s0.acc: 93.6541, s0.loss_bbox: 0.0979, s0.loss_mask: 0.1987, s1.loss_cls: 0.0845, s1.acc: 93.9617, s1.loss_bbox: 0.1091, s1.loss_mask: 0.0934, s2.loss_cls: 0.0434, s2.acc: 93.8241, s2.loss_bbox: 0.0701, s2.loss_mask: 0.0435, loss: 1.1612 2022-06-06 11:57:53,338 - mmdet - INFO - Epoch [13][3800/7330] lr: 1.000e-04, eta: 2 days, 22:15:22, time: 1.473, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0289, loss_semantic_seg: 0.1841, s0.loss_cls: 0.1769, s0.acc: 93.6196, s0.loss_bbox: 0.0958, s0.loss_mask: 0.2019, s1.loss_cls: 0.0846, s1.acc: 93.9619, s1.loss_bbox: 0.1067, s1.loss_mask: 0.0950, s2.loss_cls: 0.0427, s2.acc: 93.7812, s2.loss_bbox: 0.0686, s2.loss_mask: 0.0446, loss: 1.1545 2022-06-06 11:59:06,349 - mmdet - INFO - Epoch [13][3850/7330] lr: 1.000e-04, eta: 2 days, 22:14:08, time: 1.460, data_time: 0.020, memory: 64799, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0261, loss_semantic_seg: 0.1845, s0.loss_cls: 0.1749, s0.acc: 93.7502, s0.loss_bbox: 0.0949, s0.loss_mask: 0.1932, s1.loss_cls: 0.0822, s1.acc: 94.1777, s1.loss_bbox: 0.1037, s1.loss_mask: 0.0915, s2.loss_cls: 0.0410, s2.acc: 93.9916, s2.loss_bbox: 0.0671, s2.loss_mask: 0.0433, loss: 1.1235 2022-06-06 12:00:20,751 - mmdet - INFO - Epoch [13][3900/7330] lr: 1.000e-04, eta: 2 days, 22:12:56, time: 1.488, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0244, loss_rpn_bbox: 0.0293, loss_semantic_seg: 0.1874, s0.loss_cls: 0.1859, s0.acc: 93.3494, s0.loss_bbox: 0.0988, s0.loss_mask: 0.2039, s1.loss_cls: 0.0862, s1.acc: 93.7634, s1.loss_bbox: 0.1115, s1.loss_mask: 0.0962, s2.loss_cls: 0.0444, s2.acc: 93.5536, s2.loss_bbox: 0.0710, s2.loss_mask: 0.0450, loss: 1.1840 2022-06-06 12:01:33,812 - mmdet - INFO - Epoch [13][3950/7330] lr: 1.000e-04, eta: 2 days, 22:11:42, time: 1.461, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0289, loss_semantic_seg: 0.1860, s0.loss_cls: 0.1816, s0.acc: 93.5037, s0.loss_bbox: 0.1038, s0.loss_mask: 0.2084, s1.loss_cls: 0.0842, s1.acc: 93.9752, s1.loss_bbox: 0.1126, s1.loss_mask: 0.0972, s2.loss_cls: 0.0438, s2.acc: 93.5969, s2.loss_bbox: 0.0705, s2.loss_mask: 0.0457, loss: 1.1877 2022-06-06 12:02:48,392 - mmdet - INFO - Epoch [13][4000/7330] lr: 1.000e-04, eta: 2 days, 22:10:30, time: 1.492, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0295, loss_semantic_seg: 0.1830, s0.loss_cls: 0.1781, s0.acc: 93.6133, s0.loss_bbox: 0.0959, s0.loss_mask: 0.1935, s1.loss_cls: 0.0837, s1.acc: 93.9709, s1.loss_bbox: 0.1040, s1.loss_mask: 0.0910, s2.loss_cls: 0.0424, s2.acc: 93.7510, s2.loss_bbox: 0.0665, s2.loss_mask: 0.0428, loss: 1.1341 2022-06-06 12:04:01,185 - mmdet - INFO - Epoch [13][4050/7330] lr: 1.000e-04, eta: 2 days, 22:09:16, time: 1.456, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0240, loss_rpn_bbox: 0.0286, loss_semantic_seg: 0.1842, s0.loss_cls: 0.1726, s0.acc: 93.7195, s0.loss_bbox: 0.1000, s0.loss_mask: 0.2103, s1.loss_cls: 0.0810, s1.acc: 94.1030, s1.loss_bbox: 0.1087, s1.loss_mask: 0.0980, s2.loss_cls: 0.0415, s2.acc: 93.9659, s2.loss_bbox: 0.0685, s2.loss_mask: 0.0459, loss: 1.1634 2022-06-06 12:05:14,021 - mmdet - INFO - Epoch [13][4100/7330] lr: 1.000e-04, eta: 2 days, 22:08:01, time: 1.457, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0271, loss_semantic_seg: 0.1904, s0.loss_cls: 0.1708, s0.acc: 93.9756, s0.loss_bbox: 0.0935, s0.loss_mask: 0.1986, s1.loss_cls: 0.0796, s1.acc: 94.4557, s1.loss_bbox: 0.1014, s1.loss_mask: 0.0938, s2.loss_cls: 0.0406, s2.acc: 94.3230, s2.loss_bbox: 0.0669, s2.loss_mask: 0.0443, loss: 1.1293 2022-06-06 12:06:28,404 - mmdet - INFO - Epoch [13][4150/7330] lr: 1.000e-04, eta: 2 days, 22:06:49, time: 1.487, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0291, loss_semantic_seg: 0.1866, s0.loss_cls: 0.1748, s0.acc: 93.7522, s0.loss_bbox: 0.0983, s0.loss_mask: 0.2041, s1.loss_cls: 0.0819, s1.acc: 94.1152, s1.loss_bbox: 0.1077, s1.loss_mask: 0.0953, s2.loss_cls: 0.0411, s2.acc: 93.9692, s2.loss_bbox: 0.0676, s2.loss_mask: 0.0448, loss: 1.1565 2022-06-06 12:07:41,739 - mmdet - INFO - Epoch [13][4200/7330] lr: 1.000e-04, eta: 2 days, 22:05:35, time: 1.467, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0296, loss_semantic_seg: 0.1832, s0.loss_cls: 0.1689, s0.acc: 93.8547, s0.loss_bbox: 0.0962, s0.loss_mask: 0.2003, s1.loss_cls: 0.0794, s1.acc: 94.1590, s1.loss_bbox: 0.1030, s1.loss_mask: 0.0937, s2.loss_cls: 0.0400, s2.acc: 94.1058, s2.loss_bbox: 0.0649, s2.loss_mask: 0.0438, loss: 1.1264 2022-06-06 12:08:55,065 - mmdet - INFO - Epoch [13][4250/7330] lr: 1.000e-04, eta: 2 days, 22:04:22, time: 1.467, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0289, loss_semantic_seg: 0.1807, s0.loss_cls: 0.1737, s0.acc: 93.7288, s0.loss_bbox: 0.0986, s0.loss_mask: 0.2050, s1.loss_cls: 0.0812, s1.acc: 94.0922, s1.loss_bbox: 0.1078, s1.loss_mask: 0.0964, s2.loss_cls: 0.0410, s2.acc: 93.9057, s2.loss_bbox: 0.0680, s2.loss_mask: 0.0455, loss: 1.1486 2022-06-06 12:10:09,149 - mmdet - INFO - Epoch [13][4300/7330] lr: 1.000e-04, eta: 2 days, 22:03:09, time: 1.482, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0292, loss_semantic_seg: 0.1851, s0.loss_cls: 0.1742, s0.acc: 93.7041, s0.loss_bbox: 0.0984, s0.loss_mask: 0.2060, s1.loss_cls: 0.0805, s1.acc: 94.1827, s1.loss_bbox: 0.1083, s1.loss_mask: 0.0968, s2.loss_cls: 0.0409, s2.acc: 93.9624, s2.loss_bbox: 0.0700, s2.loss_mask: 0.0455, loss: 1.1580 2022-06-06 12:11:22,953 - mmdet - INFO - Epoch [13][4350/7330] lr: 1.000e-04, eta: 2 days, 22:01:56, time: 1.476, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0269, loss_semantic_seg: 0.1816, s0.loss_cls: 0.1727, s0.acc: 93.8389, s0.loss_bbox: 0.0926, s0.loss_mask: 0.1959, s1.loss_cls: 0.0805, s1.acc: 94.3446, s1.loss_bbox: 0.1021, s1.loss_mask: 0.0927, s2.loss_cls: 0.0407, s2.acc: 94.0737, s2.loss_bbox: 0.0665, s2.loss_mask: 0.0436, loss: 1.1181 2022-06-06 12:12:36,819 - mmdet - INFO - Epoch [13][4400/7330] lr: 1.000e-04, eta: 2 days, 22:00:44, time: 1.478, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0285, loss_semantic_seg: 0.1831, s0.loss_cls: 0.1760, s0.acc: 93.7322, s0.loss_bbox: 0.0974, s0.loss_mask: 0.1983, s1.loss_cls: 0.0822, s1.acc: 94.1127, s1.loss_bbox: 0.1052, s1.loss_mask: 0.0926, s2.loss_cls: 0.0412, s2.acc: 93.9452, s2.loss_bbox: 0.0674, s2.loss_mask: 0.0432, loss: 1.1365 2022-06-06 12:13:50,584 - mmdet - INFO - Epoch [13][4450/7330] lr: 1.000e-04, eta: 2 days, 21:59:31, time: 1.475, data_time: 0.012, memory: 64799, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0293, loss_semantic_seg: 0.1850, s0.loss_cls: 0.1874, s0.acc: 93.3059, s0.loss_bbox: 0.1064, s0.loss_mask: 0.2082, s1.loss_cls: 0.0866, s1.acc: 93.7996, s1.loss_bbox: 0.1156, s1.loss_mask: 0.0978, s2.loss_cls: 0.0441, s2.acc: 93.5062, s2.loss_bbox: 0.0725, s2.loss_mask: 0.0459, loss: 1.2048 2022-06-06 12:15:03,993 - mmdet - INFO - Epoch [13][4500/7330] lr: 1.000e-04, eta: 2 days, 21:58:17, time: 1.468, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0238, loss_rpn_bbox: 0.0290, loss_semantic_seg: 0.1814, s0.loss_cls: 0.1833, s0.acc: 93.4402, s0.loss_bbox: 0.1024, s0.loss_mask: 0.2022, s1.loss_cls: 0.0855, s1.acc: 93.8507, s1.loss_bbox: 0.1093, s1.loss_mask: 0.0945, s2.loss_cls: 0.0435, s2.acc: 93.7444, s2.loss_bbox: 0.0689, s2.loss_mask: 0.0444, loss: 1.1684 2022-06-06 12:16:17,933 - mmdet - INFO - Epoch [13][4550/7330] lr: 1.000e-04, eta: 2 days, 21:57:05, time: 1.479, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0262, loss_semantic_seg: 0.1795, s0.loss_cls: 0.1668, s0.acc: 93.9493, s0.loss_bbox: 0.0937, s0.loss_mask: 0.1970, s1.loss_cls: 0.0776, s1.acc: 94.3673, s1.loss_bbox: 0.1020, s1.loss_mask: 0.0933, s2.loss_cls: 0.0390, s2.acc: 94.2251, s2.loss_bbox: 0.0659, s2.loss_mask: 0.0441, loss: 1.1054 2022-06-06 12:17:31,246 - mmdet - INFO - Epoch [13][4600/7330] lr: 1.000e-04, eta: 2 days, 21:55:51, time: 1.466, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0312, loss_semantic_seg: 0.1792, s0.loss_cls: 0.1925, s0.acc: 93.2000, s0.loss_bbox: 0.1043, s0.loss_mask: 0.2063, s1.loss_cls: 0.0896, s1.acc: 93.6295, s1.loss_bbox: 0.1138, s1.loss_mask: 0.0963, s2.loss_cls: 0.0449, s2.acc: 93.5247, s2.loss_bbox: 0.0714, s2.loss_mask: 0.0454, loss: 1.1997 2022-06-06 12:18:44,637 - mmdet - INFO - Epoch [13][4650/7330] lr: 1.000e-04, eta: 2 days, 21:54:37, time: 1.467, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0296, loss_semantic_seg: 0.1756, s0.loss_cls: 0.1732, s0.acc: 93.7908, s0.loss_bbox: 0.0965, s0.loss_mask: 0.1943, s1.loss_cls: 0.0814, s1.acc: 94.2215, s1.loss_bbox: 0.1029, s1.loss_mask: 0.0914, s2.loss_cls: 0.0404, s2.acc: 94.1986, s2.loss_bbox: 0.0671, s2.loss_mask: 0.0431, loss: 1.1169 2022-06-06 12:19:58,154 - mmdet - INFO - Epoch [13][4700/7330] lr: 1.000e-04, eta: 2 days, 21:53:24, time: 1.471, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0288, loss_semantic_seg: 0.1873, s0.loss_cls: 0.1750, s0.acc: 93.7378, s0.loss_bbox: 0.1011, s0.loss_mask: 0.2035, s1.loss_cls: 0.0811, s1.acc: 94.2481, s1.loss_bbox: 0.1098, s1.loss_mask: 0.0947, s2.loss_cls: 0.0409, s2.acc: 94.0693, s2.loss_bbox: 0.0701, s2.loss_mask: 0.0447, loss: 1.1605 2022-06-06 12:21:11,800 - mmdet - INFO - Epoch [13][4750/7330] lr: 1.000e-04, eta: 2 days, 21:52:11, time: 1.473, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0304, loss_semantic_seg: 0.1858, s0.loss_cls: 0.1810, s0.acc: 93.5732, s0.loss_bbox: 0.0995, s0.loss_mask: 0.2001, s1.loss_cls: 0.0851, s1.acc: 93.9355, s1.loss_bbox: 0.1039, s1.loss_mask: 0.0934, s2.loss_cls: 0.0431, s2.acc: 93.6792, s2.loss_bbox: 0.0665, s2.loss_mask: 0.0441, loss: 1.1592 2022-06-06 12:22:25,948 - mmdet - INFO - Epoch [13][4800/7330] lr: 1.000e-04, eta: 2 days, 21:50:58, time: 1.483, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0244, loss_rpn_bbox: 0.0293, loss_semantic_seg: 0.1747, s0.loss_cls: 0.1783, s0.acc: 93.5806, s0.loss_bbox: 0.1005, s0.loss_mask: 0.1981, s1.loss_cls: 0.0822, s1.acc: 94.0141, s1.loss_bbox: 0.1089, s1.loss_mask: 0.0933, s2.loss_cls: 0.0412, s2.acc: 93.8630, s2.loss_bbox: 0.0679, s2.loss_mask: 0.0438, loss: 1.1426 2022-06-06 12:23:39,320 - mmdet - INFO - Epoch [13][4850/7330] lr: 1.000e-04, eta: 2 days, 21:49:45, time: 1.468, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0282, loss_semantic_seg: 0.1828, s0.loss_cls: 0.1723, s0.acc: 93.8438, s0.loss_bbox: 0.0978, s0.loss_mask: 0.2021, s1.loss_cls: 0.0805, s1.acc: 94.2265, s1.loss_bbox: 0.1075, s1.loss_mask: 0.0951, s2.loss_cls: 0.0409, s2.acc: 93.9749, s2.loss_bbox: 0.0679, s2.loss_mask: 0.0447, loss: 1.1420 2022-06-06 12:24:53,898 - mmdet - INFO - Epoch [13][4900/7330] lr: 1.000e-04, eta: 2 days, 21:48:33, time: 1.492, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0273, loss_semantic_seg: 0.1756, s0.loss_cls: 0.1697, s0.acc: 93.8418, s0.loss_bbox: 0.0954, s0.loss_mask: 0.1993, s1.loss_cls: 0.0788, s1.acc: 94.3319, s1.loss_bbox: 0.1038, s1.loss_mask: 0.0935, s2.loss_cls: 0.0394, s2.acc: 94.2014, s2.loss_bbox: 0.0686, s2.loss_mask: 0.0444, loss: 1.1183 2022-06-06 12:26:07,241 - mmdet - INFO - Epoch [13][4950/7330] lr: 1.000e-04, eta: 2 days, 21:47:20, time: 1.467, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0285, loss_semantic_seg: 0.1833, s0.loss_cls: 0.1689, s0.acc: 93.9089, s0.loss_bbox: 0.0952, s0.loss_mask: 0.2015, s1.loss_cls: 0.0795, s1.acc: 94.2770, s1.loss_bbox: 0.1036, s1.loss_mask: 0.0948, s2.loss_cls: 0.0412, s2.acc: 93.9702, s2.loss_bbox: 0.0657, s2.loss_mask: 0.0449, loss: 1.1309 2022-06-06 12:27:20,149 - mmdet - INFO - Epoch [13][5000/7330] lr: 1.000e-04, eta: 2 days, 21:46:05, time: 1.458, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0271, loss_semantic_seg: 0.1753, s0.loss_cls: 0.1652, s0.acc: 93.9309, s0.loss_bbox: 0.0976, s0.loss_mask: 0.1995, s1.loss_cls: 0.0769, s1.acc: 94.3449, s1.loss_bbox: 0.1050, s1.loss_mask: 0.0936, s2.loss_cls: 0.0400, s2.acc: 94.1659, s2.loss_bbox: 0.0653, s2.loss_mask: 0.0439, loss: 1.1100 2022-06-06 12:28:34,218 - mmdet - INFO - Epoch [13][5050/7330] lr: 1.000e-04, eta: 2 days, 21:44:53, time: 1.482, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0301, loss_semantic_seg: 0.1833, s0.loss_cls: 0.1817, s0.acc: 93.4119, s0.loss_bbox: 0.1007, s0.loss_mask: 0.2042, s1.loss_cls: 0.0849, s1.acc: 93.8618, s1.loss_bbox: 0.1092, s1.loss_mask: 0.0949, s2.loss_cls: 0.0430, s2.acc: 93.7440, s2.loss_bbox: 0.0693, s2.loss_mask: 0.0447, loss: 1.1713 2022-06-06 12:29:48,135 - mmdet - INFO - Epoch [13][5100/7330] lr: 1.000e-04, eta: 2 days, 21:43:40, time: 1.476, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0281, loss_semantic_seg: 0.1784, s0.loss_cls: 0.1688, s0.acc: 93.9167, s0.loss_bbox: 0.0968, s0.loss_mask: 0.1971, s1.loss_cls: 0.0790, s1.acc: 94.3220, s1.loss_bbox: 0.1059, s1.loss_mask: 0.0923, s2.loss_cls: 0.0400, s2.acc: 94.1418, s2.loss_bbox: 0.0673, s2.loss_mask: 0.0432, loss: 1.1189 2022-06-06 12:31:01,445 - mmdet - INFO - Epoch [13][5150/7330] lr: 1.000e-04, eta: 2 days, 21:42:26, time: 1.468, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0240, loss_rpn_bbox: 0.0303, loss_semantic_seg: 0.1763, s0.loss_cls: 0.1766, s0.acc: 93.6909, s0.loss_bbox: 0.0985, s0.loss_mask: 0.2010, s1.loss_cls: 0.0830, s1.acc: 94.0607, s1.loss_bbox: 0.1032, s1.loss_mask: 0.0935, s2.loss_cls: 0.0416, s2.acc: 93.9781, s2.loss_bbox: 0.0661, s2.loss_mask: 0.0441, loss: 1.1383 2022-06-06 12:32:15,620 - mmdet - INFO - Epoch [13][5200/7330] lr: 1.000e-04, eta: 2 days, 21:41:14, time: 1.483, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0300, loss_semantic_seg: 0.1805, s0.loss_cls: 0.1808, s0.acc: 93.5522, s0.loss_bbox: 0.1013, s0.loss_mask: 0.2014, s1.loss_cls: 0.0849, s1.acc: 93.9152, s1.loss_bbox: 0.1076, s1.loss_mask: 0.0942, s2.loss_cls: 0.0428, s2.acc: 93.7509, s2.loss_bbox: 0.0667, s2.loss_mask: 0.0443, loss: 1.1596 2022-06-06 12:33:29,642 - mmdet - INFO - Epoch [13][5250/7330] lr: 1.000e-04, eta: 2 days, 21:40:02, time: 1.480, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0269, loss_semantic_seg: 0.1816, s0.loss_cls: 0.1699, s0.acc: 93.8472, s0.loss_bbox: 0.0957, s0.loss_mask: 0.2014, s1.loss_cls: 0.0793, s1.acc: 94.2626, s1.loss_bbox: 0.1062, s1.loss_mask: 0.0945, s2.loss_cls: 0.0396, s2.acc: 94.1954, s2.loss_bbox: 0.0677, s2.loss_mask: 0.0444, loss: 1.1284 2022-06-06 12:34:43,826 - mmdet - INFO - Epoch [13][5300/7330] lr: 1.000e-04, eta: 2 days, 21:38:49, time: 1.484, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0290, loss_semantic_seg: 0.1804, s0.loss_cls: 0.1768, s0.acc: 93.6545, s0.loss_bbox: 0.0988, s0.loss_mask: 0.2045, s1.loss_cls: 0.0837, s1.acc: 94.0580, s1.loss_bbox: 0.1054, s1.loss_mask: 0.0957, s2.loss_cls: 0.0429, s2.acc: 93.8264, s2.loss_bbox: 0.0679, s2.loss_mask: 0.0450, loss: 1.1528 2022-06-06 12:35:56,878 - mmdet - INFO - Epoch [13][5350/7330] lr: 1.000e-04, eta: 2 days, 21:37:35, time: 1.461, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0267, loss_semantic_seg: 0.1742, s0.loss_cls: 0.1631, s0.acc: 94.1794, s0.loss_bbox: 0.0925, s0.loss_mask: 0.2005, s1.loss_cls: 0.0753, s1.acc: 94.6511, s1.loss_bbox: 0.1034, s1.loss_mask: 0.0945, s2.loss_cls: 0.0386, s2.acc: 94.4161, s2.loss_bbox: 0.0664, s2.loss_mask: 0.0442, loss: 1.1019 2022-06-06 12:37:09,803 - mmdet - INFO - Epoch [13][5400/7330] lr: 1.000e-04, eta: 2 days, 21:36:21, time: 1.459, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0287, loss_semantic_seg: 0.1866, s0.loss_cls: 0.1729, s0.acc: 93.9136, s0.loss_bbox: 0.0975, s0.loss_mask: 0.1985, s1.loss_cls: 0.0810, s1.acc: 94.2948, s1.loss_bbox: 0.1037, s1.loss_mask: 0.0926, s2.loss_cls: 0.0409, s2.acc: 94.1720, s2.loss_bbox: 0.0636, s2.loss_mask: 0.0435, loss: 1.1325 2022-06-06 12:38:22,478 - mmdet - INFO - Epoch [13][5450/7330] lr: 1.000e-04, eta: 2 days, 21:35:06, time: 1.453, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0280, loss_semantic_seg: 0.1891, s0.loss_cls: 0.1731, s0.acc: 93.7134, s0.loss_bbox: 0.0991, s0.loss_mask: 0.2000, s1.loss_cls: 0.0802, s1.acc: 94.2170, s1.loss_bbox: 0.1086, s1.loss_mask: 0.0935, s2.loss_cls: 0.0411, s2.acc: 94.0031, s2.loss_bbox: 0.0693, s2.loss_mask: 0.0439, loss: 1.1514 2022-06-06 12:39:35,998 - mmdet - INFO - Epoch [13][5500/7330] lr: 1.000e-04, eta: 2 days, 21:33:52, time: 1.471, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0286, loss_semantic_seg: 0.1886, s0.loss_cls: 0.1775, s0.acc: 93.5481, s0.loss_bbox: 0.0994, s0.loss_mask: 0.2061, s1.loss_cls: 0.0821, s1.acc: 94.0704, s1.loss_bbox: 0.1066, s1.loss_mask: 0.0963, s2.loss_cls: 0.0416, s2.acc: 93.8719, s2.loss_bbox: 0.0672, s2.loss_mask: 0.0447, loss: 1.1611 2022-06-06 12:40:48,910 - mmdet - INFO - Epoch [13][5550/7330] lr: 1.000e-04, eta: 2 days, 21:32:38, time: 1.458, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0295, loss_semantic_seg: 0.1846, s0.loss_cls: 0.1738, s0.acc: 93.7942, s0.loss_bbox: 0.0968, s0.loss_mask: 0.2096, s1.loss_cls: 0.0819, s1.acc: 94.1078, s1.loss_bbox: 0.1061, s1.loss_mask: 0.0980, s2.loss_cls: 0.0412, s2.acc: 93.9451, s2.loss_bbox: 0.0668, s2.loss_mask: 0.0461, loss: 1.1601 2022-06-06 12:42:01,797 - mmdet - INFO - Epoch [13][5600/7330] lr: 1.000e-04, eta: 2 days, 21:31:23, time: 1.458, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0314, loss_semantic_seg: 0.1865, s0.loss_cls: 0.1752, s0.acc: 93.7114, s0.loss_bbox: 0.0994, s0.loss_mask: 0.2028, s1.loss_cls: 0.0826, s1.acc: 94.0154, s1.loss_bbox: 0.1068, s1.loss_mask: 0.0954, s2.loss_cls: 0.0418, s2.acc: 93.8280, s2.loss_bbox: 0.0664, s2.loss_mask: 0.0447, loss: 1.1579 2022-06-06 12:43:14,994 - mmdet - INFO - Epoch [13][5650/7330] lr: 1.000e-04, eta: 2 days, 21:30:09, time: 1.464, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0290, loss_semantic_seg: 0.1867, s0.loss_cls: 0.1733, s0.acc: 93.7278, s0.loss_bbox: 0.0976, s0.loss_mask: 0.2016, s1.loss_cls: 0.0802, s1.acc: 94.2547, s1.loss_bbox: 0.1028, s1.loss_mask: 0.0942, s2.loss_cls: 0.0404, s2.acc: 94.1692, s2.loss_bbox: 0.0641, s2.loss_mask: 0.0443, loss: 1.1367 2022-06-06 12:44:27,112 - mmdet - INFO - Epoch [13][5700/7330] lr: 1.000e-04, eta: 2 days, 21:28:53, time: 1.442, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0259, loss_semantic_seg: 0.1711, s0.loss_cls: 0.1573, s0.acc: 94.1907, s0.loss_bbox: 0.0923, s0.loss_mask: 0.1963, s1.loss_cls: 0.0734, s1.acc: 94.5570, s1.loss_bbox: 0.1025, s1.loss_mask: 0.0925, s2.loss_cls: 0.0372, s2.acc: 94.3902, s2.loss_bbox: 0.0652, s2.loss_mask: 0.0436, loss: 1.0779 2022-06-06 12:45:40,781 - mmdet - INFO - Epoch [13][5750/7330] lr: 1.000e-04, eta: 2 days, 21:27:40, time: 1.474, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0279, loss_semantic_seg: 0.1901, s0.loss_cls: 0.1733, s0.acc: 93.7576, s0.loss_bbox: 0.0977, s0.loss_mask: 0.2043, s1.loss_cls: 0.0813, s1.acc: 94.1466, s1.loss_bbox: 0.1065, s1.loss_mask: 0.0955, s2.loss_cls: 0.0413, s2.acc: 93.9594, s2.loss_bbox: 0.0673, s2.loss_mask: 0.0449, loss: 1.1536 2022-06-06 12:46:54,177 - mmdet - INFO - Epoch [13][5800/7330] lr: 1.000e-04, eta: 2 days, 21:26:27, time: 1.467, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0260, loss_semantic_seg: 0.1767, s0.loss_cls: 0.1700, s0.acc: 93.8906, s0.loss_bbox: 0.0947, s0.loss_mask: 0.1997, s1.loss_cls: 0.0793, s1.acc: 94.2592, s1.loss_bbox: 0.1025, s1.loss_mask: 0.0937, s2.loss_cls: 0.0399, s2.acc: 94.1163, s2.loss_bbox: 0.0655, s2.loss_mask: 0.0441, loss: 1.1150 2022-06-06 12:48:06,975 - mmdet - INFO - Epoch [13][5850/7330] lr: 1.000e-04, eta: 2 days, 21:25:12, time: 1.456, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0240, loss_rpn_bbox: 0.0291, loss_semantic_seg: 0.1778, s0.loss_cls: 0.1629, s0.acc: 94.2017, s0.loss_bbox: 0.0909, s0.loss_mask: 0.1963, s1.loss_cls: 0.0767, s1.acc: 94.5343, s1.loss_bbox: 0.1000, s1.loss_mask: 0.0925, s2.loss_cls: 0.0388, s2.acc: 94.2841, s2.loss_bbox: 0.0653, s2.loss_mask: 0.0443, loss: 1.0986 2022-06-06 12:49:20,996 - mmdet - INFO - Epoch [13][5900/7330] lr: 1.000e-04, eta: 2 days, 21:23:59, time: 1.481, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0241, loss_rpn_bbox: 0.0286, loss_semantic_seg: 0.1877, s0.loss_cls: 0.1683, s0.acc: 93.9482, s0.loss_bbox: 0.0975, s0.loss_mask: 0.1988, s1.loss_cls: 0.0774, s1.acc: 94.4307, s1.loss_bbox: 0.1062, s1.loss_mask: 0.0931, s2.loss_cls: 0.0388, s2.acc: 94.2502, s2.loss_bbox: 0.0679, s2.loss_mask: 0.0436, loss: 1.1321 2022-06-06 12:50:33,433 - mmdet - INFO - Epoch [13][5950/7330] lr: 1.000e-04, eta: 2 days, 21:22:44, time: 1.449, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0274, loss_semantic_seg: 0.1816, s0.loss_cls: 0.1619, s0.acc: 93.9883, s0.loss_bbox: 0.0950, s0.loss_mask: 0.2030, s1.loss_cls: 0.0748, s1.acc: 94.4944, s1.loss_bbox: 0.1038, s1.loss_mask: 0.0956, s2.loss_cls: 0.0378, s2.acc: 94.3469, s2.loss_bbox: 0.0655, s2.loss_mask: 0.0453, loss: 1.1159 2022-06-06 12:51:46,595 - mmdet - INFO - Epoch [13][6000/7330] lr: 1.000e-04, eta: 2 days, 21:21:30, time: 1.463, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0282, loss_semantic_seg: 0.1863, s0.loss_cls: 0.1696, s0.acc: 93.9226, s0.loss_bbox: 0.0953, s0.loss_mask: 0.2000, s1.loss_cls: 0.0801, s1.acc: 94.2792, s1.loss_bbox: 0.1057, s1.loss_mask: 0.0944, s2.loss_cls: 0.0405, s2.acc: 94.1544, s2.loss_bbox: 0.0673, s2.loss_mask: 0.0449, loss: 1.1355 2022-06-06 12:52:59,511 - mmdet - INFO - Epoch [13][6050/7330] lr: 1.000e-04, eta: 2 days, 21:20:16, time: 1.458, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0295, loss_semantic_seg: 0.1862, s0.loss_cls: 0.1777, s0.acc: 93.7896, s0.loss_bbox: 0.0996, s0.loss_mask: 0.2090, s1.loss_cls: 0.0830, s1.acc: 94.1892, s1.loss_bbox: 0.1077, s1.loss_mask: 0.0967, s2.loss_cls: 0.0420, s2.acc: 93.9762, s2.loss_bbox: 0.0669, s2.loss_mask: 0.0449, loss: 1.1687 2022-06-06 12:54:12,487 - mmdet - INFO - Epoch [13][6100/7330] lr: 1.000e-04, eta: 2 days, 21:19:01, time: 1.460, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0272, loss_semantic_seg: 0.1774, s0.loss_cls: 0.1613, s0.acc: 94.1958, s0.loss_bbox: 0.0898, s0.loss_mask: 0.1967, s1.loss_cls: 0.0753, s1.acc: 94.5533, s1.loss_bbox: 0.0988, s1.loss_mask: 0.0928, s2.loss_cls: 0.0387, s2.acc: 94.3521, s2.loss_bbox: 0.0634, s2.loss_mask: 0.0437, loss: 1.0872 2022-06-06 12:55:25,961 - mmdet - INFO - Epoch [13][6150/7330] lr: 1.000e-04, eta: 2 days, 21:17:48, time: 1.469, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0270, loss_semantic_seg: 0.1916, s0.loss_cls: 0.1731, s0.acc: 93.7520, s0.loss_bbox: 0.0961, s0.loss_mask: 0.1985, s1.loss_cls: 0.0815, s1.acc: 94.1103, s1.loss_bbox: 0.1053, s1.loss_mask: 0.0932, s2.loss_cls: 0.0413, s2.acc: 93.8262, s2.loss_bbox: 0.0675, s2.loss_mask: 0.0439, loss: 1.1395 2022-06-06 12:56:39,801 - mmdet - INFO - Epoch [13][6200/7330] lr: 1.000e-04, eta: 2 days, 21:16:35, time: 1.477, data_time: 0.020, memory: 64799, loss_rpn_cls: 0.0233, loss_rpn_bbox: 0.0296, loss_semantic_seg: 0.1958, s0.loss_cls: 0.1806, s0.acc: 93.6257, s0.loss_bbox: 0.0983, s0.loss_mask: 0.1996, s1.loss_cls: 0.0854, s1.acc: 93.9846, s1.loss_bbox: 0.1069, s1.loss_mask: 0.0939, s2.loss_cls: 0.0431, s2.acc: 93.7752, s2.loss_bbox: 0.0679, s2.loss_mask: 0.0441, loss: 1.1685 2022-06-06 12:57:52,112 - mmdet - INFO - Epoch [13][6250/7330] lr: 1.000e-04, eta: 2 days, 21:15:19, time: 1.446, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0283, loss_semantic_seg: 0.1851, s0.loss_cls: 0.1639, s0.acc: 94.1365, s0.loss_bbox: 0.0923, s0.loss_mask: 0.1979, s1.loss_cls: 0.0757, s1.acc: 94.6250, s1.loss_bbox: 0.1004, s1.loss_mask: 0.0937, s2.loss_cls: 0.0382, s2.acc: 94.3976, s2.loss_bbox: 0.0637, s2.loss_mask: 0.0442, loss: 1.1060 2022-06-06 12:59:05,553 - mmdet - INFO - Epoch [13][6300/7330] lr: 1.000e-04, eta: 2 days, 21:14:06, time: 1.469, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0279, loss_semantic_seg: 0.1852, s0.loss_cls: 0.1754, s0.acc: 93.7141, s0.loss_bbox: 0.0982, s0.loss_mask: 0.2018, s1.loss_cls: 0.0823, s1.acc: 94.1267, s1.loss_bbox: 0.1052, s1.loss_mask: 0.0937, s2.loss_cls: 0.0414, s2.acc: 94.0179, s2.loss_bbox: 0.0668, s2.loss_mask: 0.0440, loss: 1.1443 2022-06-06 13:00:18,245 - mmdet - INFO - Epoch [13][6350/7330] lr: 1.000e-04, eta: 2 days, 21:12:51, time: 1.454, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0281, loss_semantic_seg: 0.1780, s0.loss_cls: 0.1727, s0.acc: 93.7439, s0.loss_bbox: 0.0958, s0.loss_mask: 0.1956, s1.loss_cls: 0.0818, s1.acc: 94.0519, s1.loss_bbox: 0.1022, s1.loss_mask: 0.0916, s2.loss_cls: 0.0419, s2.acc: 93.8906, s2.loss_bbox: 0.0647, s2.loss_mask: 0.0431, loss: 1.1168 2022-06-06 13:01:31,678 - mmdet - INFO - Epoch [13][6400/7330] lr: 1.000e-04, eta: 2 days, 21:11:37, time: 1.469, data_time: 0.012, memory: 64799, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0283, loss_semantic_seg: 0.1910, s0.loss_cls: 0.1699, s0.acc: 93.8757, s0.loss_bbox: 0.0973, s0.loss_mask: 0.2020, s1.loss_cls: 0.0795, s1.acc: 94.2249, s1.loss_bbox: 0.1062, s1.loss_mask: 0.0947, s2.loss_cls: 0.0404, s2.acc: 93.9146, s2.loss_bbox: 0.0676, s2.loss_mask: 0.0450, loss: 1.1422 2022-06-06 13:02:45,571 - mmdet - INFO - Epoch [13][6450/7330] lr: 1.000e-04, eta: 2 days, 21:10:25, time: 1.478, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0269, loss_semantic_seg: 0.1731, s0.loss_cls: 0.1734, s0.acc: 93.6423, s0.loss_bbox: 0.0946, s0.loss_mask: 0.1987, s1.loss_cls: 0.0808, s1.acc: 94.1329, s1.loss_bbox: 0.1034, s1.loss_mask: 0.0935, s2.loss_cls: 0.0412, s2.acc: 93.8789, s2.loss_bbox: 0.0676, s2.loss_mask: 0.0442, loss: 1.1183 2022-06-06 13:03:58,510 - mmdet - INFO - Epoch [13][6500/7330] lr: 1.000e-04, eta: 2 days, 21:09:10, time: 1.459, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0276, loss_semantic_seg: 0.1898, s0.loss_cls: 0.1857, s0.acc: 93.3882, s0.loss_bbox: 0.1000, s0.loss_mask: 0.2061, s1.loss_cls: 0.0870, s1.acc: 93.8053, s1.loss_bbox: 0.1102, s1.loss_mask: 0.0965, s2.loss_cls: 0.0438, s2.acc: 93.6317, s2.loss_bbox: 0.0695, s2.loss_mask: 0.0454, loss: 1.1833 2022-06-06 13:05:11,463 - mmdet - INFO - Epoch [13][6550/7330] lr: 1.000e-04, eta: 2 days, 21:07:56, time: 1.459, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0272, loss_semantic_seg: 0.1822, s0.loss_cls: 0.1712, s0.acc: 93.8284, s0.loss_bbox: 0.0957, s0.loss_mask: 0.1965, s1.loss_cls: 0.0804, s1.acc: 94.2818, s1.loss_bbox: 0.1040, s1.loss_mask: 0.0934, s2.loss_cls: 0.0415, s2.acc: 93.9650, s2.loss_bbox: 0.0672, s2.loss_mask: 0.0441, loss: 1.1237 2022-06-06 13:06:24,753 - mmdet - INFO - Epoch [13][6600/7330] lr: 1.000e-04, eta: 2 days, 21:06:42, time: 1.466, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0292, loss_semantic_seg: 0.1900, s0.loss_cls: 0.1722, s0.acc: 93.8818, s0.loss_bbox: 0.0926, s0.loss_mask: 0.1941, s1.loss_cls: 0.0789, s1.acc: 94.3803, s1.loss_bbox: 0.0985, s1.loss_mask: 0.0915, s2.loss_cls: 0.0402, s2.acc: 94.1535, s2.loss_bbox: 0.0636, s2.loss_mask: 0.0435, loss: 1.1181 2022-06-06 13:07:38,197 - mmdet - INFO - Epoch [13][6650/7330] lr: 1.000e-04, eta: 2 days, 21:05:29, time: 1.469, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0278, loss_semantic_seg: 0.1827, s0.loss_cls: 0.1708, s0.acc: 93.9363, s0.loss_bbox: 0.0957, s0.loss_mask: 0.2024, s1.loss_cls: 0.0792, s1.acc: 94.3544, s1.loss_bbox: 0.1034, s1.loss_mask: 0.0951, s2.loss_cls: 0.0404, s2.acc: 94.1204, s2.loss_bbox: 0.0667, s2.loss_mask: 0.0450, loss: 1.1318 2022-06-06 13:08:51,052 - mmdet - INFO - Epoch [13][6700/7330] lr: 1.000e-04, eta: 2 days, 21:04:14, time: 1.457, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0251, loss_rpn_bbox: 0.0282, loss_semantic_seg: 0.1728, s0.loss_cls: 0.1647, s0.acc: 93.9324, s0.loss_bbox: 0.0944, s0.loss_mask: 0.2008, s1.loss_cls: 0.0764, s1.acc: 94.3724, s1.loss_bbox: 0.1027, s1.loss_mask: 0.0942, s2.loss_cls: 0.0383, s2.acc: 94.2448, s2.loss_bbox: 0.0649, s2.loss_mask: 0.0443, loss: 1.1067 2022-06-06 13:10:02,535 - mmdet - INFO - Epoch [13][6750/7330] lr: 1.000e-04, eta: 2 days, 21:02:57, time: 1.430, data_time: 0.012, memory: 64799, loss_rpn_cls: 0.0241, loss_rpn_bbox: 0.0279, loss_semantic_seg: 0.1769, s0.loss_cls: 0.1709, s0.acc: 93.9285, s0.loss_bbox: 0.0952, s0.loss_mask: 0.1979, s1.loss_cls: 0.0794, s1.acc: 94.3571, s1.loss_bbox: 0.1049, s1.loss_mask: 0.0931, s2.loss_cls: 0.0399, s2.acc: 94.1674, s2.loss_bbox: 0.0660, s2.loss_mask: 0.0437, loss: 1.1199 2022-06-06 13:11:16,245 - mmdet - INFO - Epoch [13][6800/7330] lr: 1.000e-04, eta: 2 days, 21:01:44, time: 1.474, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0289, loss_semantic_seg: 0.1747, s0.loss_cls: 0.1675, s0.acc: 93.9731, s0.loss_bbox: 0.0959, s0.loss_mask: 0.1987, s1.loss_cls: 0.0784, s1.acc: 94.4305, s1.loss_bbox: 0.1034, s1.loss_mask: 0.0934, s2.loss_cls: 0.0400, s2.acc: 94.2479, s2.loss_bbox: 0.0652, s2.loss_mask: 0.0437, loss: 1.1092 2022-06-06 13:12:29,007 - mmdet - INFO - Epoch [13][6850/7330] lr: 1.000e-04, eta: 2 days, 21:00:29, time: 1.455, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0234, loss_rpn_bbox: 0.0296, loss_semantic_seg: 0.1859, s0.loss_cls: 0.1748, s0.acc: 93.7463, s0.loss_bbox: 0.0977, s0.loss_mask: 0.2030, s1.loss_cls: 0.0817, s1.acc: 94.1673, s1.loss_bbox: 0.1026, s1.loss_mask: 0.0936, s2.loss_cls: 0.0417, s2.acc: 93.9086, s2.loss_bbox: 0.0660, s2.loss_mask: 0.0443, loss: 1.1442 2022-06-06 13:13:42,148 - mmdet - INFO - Epoch [13][6900/7330] lr: 1.000e-04, eta: 2 days, 20:59:15, time: 1.462, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0310, loss_semantic_seg: 0.1854, s0.loss_cls: 0.1771, s0.acc: 93.5342, s0.loss_bbox: 0.1006, s0.loss_mask: 0.2042, s1.loss_cls: 0.0835, s1.acc: 93.9097, s1.loss_bbox: 0.1082, s1.loss_mask: 0.0954, s2.loss_cls: 0.0420, s2.acc: 93.7593, s2.loss_bbox: 0.0698, s2.loss_mask: 0.0449, loss: 1.1656 2022-06-06 13:14:55,208 - mmdet - INFO - Epoch [13][6950/7330] lr: 1.000e-04, eta: 2 days, 20:58:01, time: 1.461, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0283, loss_semantic_seg: 0.1944, s0.loss_cls: 0.1771, s0.acc: 93.6648, s0.loss_bbox: 0.0975, s0.loss_mask: 0.1974, s1.loss_cls: 0.0824, s1.acc: 94.1250, s1.loss_bbox: 0.1074, s1.loss_mask: 0.0924, s2.loss_cls: 0.0420, s2.acc: 93.9436, s2.loss_bbox: 0.0687, s2.loss_mask: 0.0438, loss: 1.1532 2022-06-06 13:16:07,949 - mmdet - INFO - Epoch [13][7000/7330] lr: 1.000e-04, eta: 2 days, 20:56:46, time: 1.456, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0286, loss_semantic_seg: 0.1839, s0.loss_cls: 0.1827, s0.acc: 93.5244, s0.loss_bbox: 0.1011, s0.loss_mask: 0.2034, s1.loss_cls: 0.0865, s1.acc: 93.8852, s1.loss_bbox: 0.1094, s1.loss_mask: 0.0953, s2.loss_cls: 0.0434, s2.acc: 93.8187, s2.loss_bbox: 0.0690, s2.loss_mask: 0.0449, loss: 1.1718 2022-06-06 13:17:21,481 - mmdet - INFO - Epoch [13][7050/7330] lr: 1.000e-04, eta: 2 days, 20:55:33, time: 1.469, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0276, loss_semantic_seg: 0.1824, s0.loss_cls: 0.1810, s0.acc: 93.4424, s0.loss_bbox: 0.0981, s0.loss_mask: 0.2006, s1.loss_cls: 0.0846, s1.acc: 93.7867, s1.loss_bbox: 0.1058, s1.loss_mask: 0.0929, s2.loss_cls: 0.0435, s2.acc: 93.4653, s2.loss_bbox: 0.0681, s2.loss_mask: 0.0437, loss: 1.1488 2022-06-06 13:18:34,552 - mmdet - INFO - Epoch [13][7100/7330] lr: 1.000e-04, eta: 2 days, 20:54:18, time: 1.462, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0277, loss_semantic_seg: 0.1891, s0.loss_cls: 0.1765, s0.acc: 93.6289, s0.loss_bbox: 0.0988, s0.loss_mask: 0.2055, s1.loss_cls: 0.0817, s1.acc: 94.1819, s1.loss_bbox: 0.1090, s1.loss_mask: 0.0973, s2.loss_cls: 0.0420, s2.acc: 93.8821, s2.loss_bbox: 0.0680, s2.loss_mask: 0.0461, loss: 1.1630 2022-06-06 13:19:48,177 - mmdet - INFO - Epoch [13][7150/7330] lr: 1.000e-04, eta: 2 days, 20:53:05, time: 1.472, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0299, loss_semantic_seg: 0.1752, s0.loss_cls: 0.1745, s0.acc: 93.7275, s0.loss_bbox: 0.0991, s0.loss_mask: 0.1991, s1.loss_cls: 0.0815, s1.acc: 94.1948, s1.loss_bbox: 0.1050, s1.loss_mask: 0.0932, s2.loss_cls: 0.0417, s2.acc: 93.9062, s2.loss_bbox: 0.0652, s2.loss_mask: 0.0435, loss: 1.1307 2022-06-06 13:21:01,751 - mmdet - INFO - Epoch [13][7200/7330] lr: 1.000e-04, eta: 2 days, 20:51:52, time: 1.473, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0286, loss_semantic_seg: 0.1905, s0.loss_cls: 0.1766, s0.acc: 93.6709, s0.loss_bbox: 0.0984, s0.loss_mask: 0.1966, s1.loss_cls: 0.0831, s1.acc: 94.0369, s1.loss_bbox: 0.1064, s1.loss_mask: 0.0929, s2.loss_cls: 0.0421, s2.acc: 93.7336, s2.loss_bbox: 0.0674, s2.loss_mask: 0.0441, loss: 1.1471 2022-06-06 13:22:15,352 - mmdet - INFO - Epoch [13][7250/7330] lr: 1.000e-04, eta: 2 days, 20:50:39, time: 1.473, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0287, loss_semantic_seg: 0.1804, s0.loss_cls: 0.1798, s0.acc: 93.4597, s0.loss_bbox: 0.0995, s0.loss_mask: 0.2035, s1.loss_cls: 0.0837, s1.acc: 93.9740, s1.loss_bbox: 0.1084, s1.loss_mask: 0.0963, s2.loss_cls: 0.0431, s2.acc: 93.7066, s2.loss_bbox: 0.0685, s2.loss_mask: 0.0453, loss: 1.1602 2022-06-06 13:23:29,590 - mmdet - INFO - Epoch [13][7300/7330] lr: 1.000e-04, eta: 2 days, 20:49:27, time: 1.485, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0245, loss_rpn_bbox: 0.0303, loss_semantic_seg: 0.1848, s0.loss_cls: 0.1920, s0.acc: 93.1653, s0.loss_bbox: 0.1069, s0.loss_mask: 0.2071, s1.loss_cls: 0.0898, s1.acc: 93.6205, s1.loss_bbox: 0.1163, s1.loss_mask: 0.0973, s2.loss_cls: 0.0457, s2.acc: 93.4732, s2.loss_bbox: 0.0730, s2.loss_mask: 0.0459, loss: 1.2135 2022-06-06 13:24:32,404 - mmdet - INFO - Saving checkpoint at 13 epochs 2022-06-06 13:28:47,871 - mmdet - INFO - Evaluating bbox... 2022-06-06 13:29:38,440 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.552 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.741 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.614 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.415 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.599 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.675 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.723 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.723 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.723 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.586 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.765 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.847 2022-06-06 13:29:38,441 - mmdet - INFO - Evaluating segm... 2022-06-06 13:30:36,280 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.483 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.720 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.530 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.303 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 ] = 0.659 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 ] = 0.478 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.671 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.770 2022-06-06 13:30:37,511 - mmdet - INFO - Exp name: htc++_beit_adapter_v2_large_fpn_3x_coco.py 2022-06-06 13:30:37,512 - mmdet - INFO - Epoch(val) [13][313] bbox_mAP: 0.5520, bbox_mAP_50: 0.7410, bbox_mAP_75: 0.6140, bbox_mAP_s: 0.4150, bbox_mAP_m: 0.5990, bbox_mAP_l: 0.6750, bbox_mAP_copypaste: 0.552 0.741 0.614 0.415 0.599 0.675, segm_mAP: 0.4830, segm_mAP_50: 0.7200, segm_mAP_75: 0.5300, segm_mAP_s: 0.3030, segm_mAP_m: 0.5200, segm_mAP_l: 0.6590, segm_mAP_copypaste: 0.483 0.720 0.530 0.303 0.520 0.659 2022-06-06 13:35:58,006 - mmdet - INFO - Epoch [14][50/7330] lr: 1.000e-04, eta: 2 days, 20:53:28, time: 6.409, data_time: 4.935, memory: 64799, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0277, loss_semantic_seg: 0.1789, s0.loss_cls: 0.1761, s0.acc: 93.7444, s0.loss_bbox: 0.0990, s0.loss_mask: 0.1977, s1.loss_cls: 0.0825, s1.acc: 94.2167, s1.loss_bbox: 0.1098, s1.loss_mask: 0.0924, s2.loss_cls: 0.0424, s2.acc: 93.8684, s2.loss_bbox: 0.0706, s2.loss_mask: 0.0437, loss: 1.1433 2022-06-06 13:37:11,475 - mmdet - INFO - Epoch [14][100/7330] lr: 1.000e-04, eta: 2 days, 20:52:14, time: 1.469, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0284, loss_semantic_seg: 0.1844, s0.loss_cls: 0.1807, s0.acc: 93.5276, s0.loss_bbox: 0.0998, s0.loss_mask: 0.2066, s1.loss_cls: 0.0845, s1.acc: 93.9906, s1.loss_bbox: 0.1104, s1.loss_mask: 0.0970, s2.loss_cls: 0.0426, s2.acc: 93.7955, s2.loss_bbox: 0.0711, s2.loss_mask: 0.0459, loss: 1.1746 2022-06-06 13:38:25,514 - mmdet - INFO - Epoch [14][150/7330] lr: 1.000e-04, eta: 2 days, 20:51:01, time: 1.481, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0288, loss_semantic_seg: 0.1753, s0.loss_cls: 0.1705, s0.acc: 93.7515, s0.loss_bbox: 0.0985, s0.loss_mask: 0.2028, s1.loss_cls: 0.0807, s1.acc: 94.2086, s1.loss_bbox: 0.1076, s1.loss_mask: 0.0942, s2.loss_cls: 0.0413, s2.acc: 93.9278, s2.loss_bbox: 0.0688, s2.loss_mask: 0.0443, loss: 1.1357 2022-06-06 13:39:39,726 - mmdet - INFO - Epoch [14][200/7330] lr: 1.000e-04, eta: 2 days, 20:49:49, time: 1.484, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0285, loss_semantic_seg: 0.1816, s0.loss_cls: 0.1671, s0.acc: 93.9390, s0.loss_bbox: 0.0946, s0.loss_mask: 0.1964, s1.loss_cls: 0.0784, s1.acc: 94.2983, s1.loss_bbox: 0.0993, s1.loss_mask: 0.0915, s2.loss_cls: 0.0397, s2.acc: 94.2087, s2.loss_bbox: 0.0640, s2.loss_mask: 0.0426, loss: 1.1072 2022-06-06 13:40:54,281 - mmdet - INFO - Epoch [14][250/7330] lr: 1.000e-04, eta: 2 days, 20:48:37, time: 1.491, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0277, loss_semantic_seg: 0.1755, s0.loss_cls: 0.1685, s0.acc: 93.8635, s0.loss_bbox: 0.0971, s0.loss_mask: 0.1992, s1.loss_cls: 0.0796, s1.acc: 94.2158, s1.loss_bbox: 0.1061, s1.loss_mask: 0.0935, s2.loss_cls: 0.0408, s2.acc: 94.0075, s2.loss_bbox: 0.0669, s2.loss_mask: 0.0442, loss: 1.1214 2022-06-06 13:42:08,001 - mmdet - INFO - Epoch [14][300/7330] lr: 1.000e-04, eta: 2 days, 20:47:24, time: 1.475, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0296, loss_semantic_seg: 0.1764, s0.loss_cls: 0.1694, s0.acc: 93.8582, s0.loss_bbox: 0.0954, s0.loss_mask: 0.1995, s1.loss_cls: 0.0788, s1.acc: 94.2998, s1.loss_bbox: 0.1027, s1.loss_mask: 0.0925, s2.loss_cls: 0.0396, s2.acc: 94.0904, s2.loss_bbox: 0.0659, s2.loss_mask: 0.0435, loss: 1.1163 2022-06-06 13:43:21,892 - mmdet - INFO - Epoch [14][350/7330] lr: 1.000e-04, eta: 2 days, 20:46:11, time: 1.478, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0279, loss_semantic_seg: 0.1682, s0.loss_cls: 0.1686, s0.acc: 93.9414, s0.loss_bbox: 0.0943, s0.loss_mask: 0.2006, s1.loss_cls: 0.0791, s1.acc: 94.3451, s1.loss_bbox: 0.1022, s1.loss_mask: 0.0949, s2.loss_cls: 0.0400, s2.acc: 94.0927, s2.loss_bbox: 0.0657, s2.loss_mask: 0.0447, loss: 1.1081 2022-06-06 13:44:34,904 - mmdet - INFO - Epoch [14][400/7330] lr: 1.000e-04, eta: 2 days, 20:44:56, time: 1.460, data_time: 0.020, memory: 64799, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0287, loss_semantic_seg: 0.1761, s0.loss_cls: 0.1653, s0.acc: 94.0488, s0.loss_bbox: 0.0950, s0.loss_mask: 0.1975, s1.loss_cls: 0.0762, s1.acc: 94.5538, s1.loss_bbox: 0.1042, s1.loss_mask: 0.0933, s2.loss_cls: 0.0390, s2.acc: 94.2902, s2.loss_bbox: 0.0682, s2.loss_mask: 0.0441, loss: 1.1091 2022-06-06 13:45:48,811 - mmdet - INFO - Epoch [14][450/7330] lr: 1.000e-04, eta: 2 days, 20:43:43, time: 1.478, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0290, loss_semantic_seg: 0.1749, s0.loss_cls: 0.1664, s0.acc: 94.0427, s0.loss_bbox: 0.0940, s0.loss_mask: 0.1937, s1.loss_cls: 0.0771, s1.acc: 94.5103, s1.loss_bbox: 0.1026, s1.loss_mask: 0.0906, s2.loss_cls: 0.0390, s2.acc: 94.3113, s2.loss_bbox: 0.0660, s2.loss_mask: 0.0427, loss: 1.0982 2022-06-06 13:47:02,512 - mmdet - INFO - Epoch [14][500/7330] lr: 1.000e-04, eta: 2 days, 20:42:30, time: 1.474, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0299, loss_semantic_seg: 0.1778, s0.loss_cls: 0.1701, s0.acc: 93.7891, s0.loss_bbox: 0.0966, s0.loss_mask: 0.1994, s1.loss_cls: 0.0785, s1.acc: 94.2753, s1.loss_bbox: 0.1052, s1.loss_mask: 0.0938, s2.loss_cls: 0.0396, s2.acc: 94.1718, s2.loss_bbox: 0.0678, s2.loss_mask: 0.0444, loss: 1.1261 2022-06-06 13:48:15,472 - mmdet - INFO - Epoch [14][550/7330] lr: 1.000e-04, eta: 2 days, 20:41:15, time: 1.459, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0258, loss_semantic_seg: 0.1857, s0.loss_cls: 0.1628, s0.acc: 94.1252, s0.loss_bbox: 0.0927, s0.loss_mask: 0.1935, s1.loss_cls: 0.0746, s1.acc: 94.6710, s1.loss_bbox: 0.1008, s1.loss_mask: 0.0908, s2.loss_cls: 0.0383, s2.acc: 94.4381, s2.loss_bbox: 0.0652, s2.loss_mask: 0.0428, loss: 1.0926 2022-06-06 13:49:29,529 - mmdet - INFO - Epoch [14][600/7330] lr: 1.000e-04, eta: 2 days, 20:40:02, time: 1.481, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0285, loss_semantic_seg: 0.1752, s0.loss_cls: 0.1699, s0.acc: 93.9006, s0.loss_bbox: 0.0951, s0.loss_mask: 0.1910, s1.loss_cls: 0.0787, s1.acc: 94.3117, s1.loss_bbox: 0.1048, s1.loss_mask: 0.0902, s2.loss_cls: 0.0403, s2.acc: 94.0926, s2.loss_bbox: 0.0675, s2.loss_mask: 0.0427, loss: 1.1063 2022-06-06 13:50:43,765 - mmdet - INFO - Epoch [14][650/7330] lr: 1.000e-04, eta: 2 days, 20:38:50, time: 1.484, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0269, loss_semantic_seg: 0.1791, s0.loss_cls: 0.1721, s0.acc: 93.7637, s0.loss_bbox: 0.0994, s0.loss_mask: 0.1971, s1.loss_cls: 0.0780, s1.acc: 94.3105, s1.loss_bbox: 0.1071, s1.loss_mask: 0.0929, s2.loss_cls: 0.0407, s2.acc: 93.9251, s2.loss_bbox: 0.0672, s2.loss_mask: 0.0435, loss: 1.1261 2022-06-06 13:51:56,910 - mmdet - INFO - Epoch [14][700/7330] lr: 1.000e-04, eta: 2 days, 20:37:36, time: 1.464, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0280, loss_semantic_seg: 0.1820, s0.loss_cls: 0.1722, s0.acc: 93.7793, s0.loss_bbox: 0.0973, s0.loss_mask: 0.1932, s1.loss_cls: 0.0792, s1.acc: 94.2822, s1.loss_bbox: 0.1038, s1.loss_mask: 0.0909, s2.loss_cls: 0.0395, s2.acc: 94.1600, s2.loss_bbox: 0.0670, s2.loss_mask: 0.0430, loss: 1.1190 2022-06-06 13:53:11,037 - mmdet - INFO - Epoch [14][750/7330] lr: 1.000e-04, eta: 2 days, 20:36:23, time: 1.482, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0284, loss_semantic_seg: 0.1775, s0.loss_cls: 0.1715, s0.acc: 93.7097, s0.loss_bbox: 0.1002, s0.loss_mask: 0.2018, s1.loss_cls: 0.0804, s1.acc: 94.1948, s1.loss_bbox: 0.1094, s1.loss_mask: 0.0953, s2.loss_cls: 0.0405, s2.acc: 93.9486, s2.loss_bbox: 0.0697, s2.loss_mask: 0.0448, loss: 1.1434 2022-06-06 13:54:24,076 - mmdet - INFO - Epoch [14][800/7330] lr: 1.000e-04, eta: 2 days, 20:35:09, time: 1.461, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0263, loss_semantic_seg: 0.1847, s0.loss_cls: 0.1719, s0.acc: 93.7292, s0.loss_bbox: 0.0942, s0.loss_mask: 0.1938, s1.loss_cls: 0.0795, s1.acc: 94.2619, s1.loss_bbox: 0.1042, s1.loss_mask: 0.0905, s2.loss_cls: 0.0397, s2.acc: 94.1039, s2.loss_bbox: 0.0666, s2.loss_mask: 0.0423, loss: 1.1147 2022-06-06 13:55:38,360 - mmdet - INFO - Epoch [14][850/7330] lr: 1.000e-04, eta: 2 days, 20:33:56, time: 1.486, data_time: 0.022, memory: 64799, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0285, loss_semantic_seg: 0.1828, s0.loss_cls: 0.1697, s0.acc: 93.9148, s0.loss_bbox: 0.0947, s0.loss_mask: 0.1971, s1.loss_cls: 0.0785, s1.acc: 94.3917, s1.loss_bbox: 0.1050, s1.loss_mask: 0.0922, s2.loss_cls: 0.0397, s2.acc: 94.3480, s2.loss_bbox: 0.0677, s2.loss_mask: 0.0433, loss: 1.1199 2022-06-06 13:56:52,308 - mmdet - INFO - Epoch [14][900/7330] lr: 1.000e-04, eta: 2 days, 20:32:43, time: 1.479, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0271, loss_semantic_seg: 0.1765, s0.loss_cls: 0.1662, s0.acc: 94.0024, s0.loss_bbox: 0.0957, s0.loss_mask: 0.1925, s1.loss_cls: 0.0751, s1.acc: 94.5331, s1.loss_bbox: 0.1048, s1.loss_mask: 0.0914, s2.loss_cls: 0.0389, s2.acc: 94.2434, s2.loss_bbox: 0.0687, s2.loss_mask: 0.0431, loss: 1.1012 2022-06-06 13:58:06,233 - mmdet - INFO - Epoch [14][950/7330] lr: 1.000e-04, eta: 2 days, 20:31:30, time: 1.479, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0282, loss_semantic_seg: 0.1830, s0.loss_cls: 0.1737, s0.acc: 93.7046, s0.loss_bbox: 0.0968, s0.loss_mask: 0.1981, s1.loss_cls: 0.0806, s1.acc: 94.1900, s1.loss_bbox: 0.1042, s1.loss_mask: 0.0926, s2.loss_cls: 0.0413, s2.acc: 93.7856, s2.loss_bbox: 0.0663, s2.loss_mask: 0.0438, loss: 1.1307 2022-06-06 13:59:19,111 - mmdet - INFO - Epoch [14][1000/7330] lr: 1.000e-04, eta: 2 days, 20:30:15, time: 1.456, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0261, loss_semantic_seg: 0.1831, s0.loss_cls: 0.1756, s0.acc: 93.8552, s0.loss_bbox: 0.0945, s0.loss_mask: 0.1959, s1.loss_cls: 0.0812, s1.acc: 94.4098, s1.loss_bbox: 0.1051, s1.loss_mask: 0.0927, s2.loss_cls: 0.0412, s2.acc: 94.1868, s2.loss_bbox: 0.0676, s2.loss_mask: 0.0439, loss: 1.1286 2022-06-06 14:00:32,775 - mmdet - INFO - Epoch [14][1050/7330] lr: 1.000e-04, eta: 2 days, 20:29:02, time: 1.473, data_time: 0.020, memory: 64799, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0280, loss_semantic_seg: 0.1710, s0.loss_cls: 0.1672, s0.acc: 93.9272, s0.loss_bbox: 0.0943, s0.loss_mask: 0.1972, s1.loss_cls: 0.0773, s1.acc: 94.4166, s1.loss_bbox: 0.1052, s1.loss_mask: 0.0931, s2.loss_cls: 0.0395, s2.acc: 94.1420, s2.loss_bbox: 0.0683, s2.loss_mask: 0.0439, loss: 1.1076 2022-06-06 14:01:46,505 - mmdet - INFO - Epoch [14][1100/7330] lr: 1.000e-04, eta: 2 days, 20:27:49, time: 1.477, data_time: 0.020, memory: 64799, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0291, loss_semantic_seg: 0.1885, s0.loss_cls: 0.1779, s0.acc: 93.7041, s0.loss_bbox: 0.0993, s0.loss_mask: 0.2009, s1.loss_cls: 0.0830, s1.acc: 94.1713, s1.loss_bbox: 0.1086, s1.loss_mask: 0.0946, s2.loss_cls: 0.0422, s2.acc: 93.8847, s2.loss_bbox: 0.0685, s2.loss_mask: 0.0446, loss: 1.1594 2022-06-06 14:03:00,331 - mmdet - INFO - Epoch [14][1150/7330] lr: 1.000e-04, eta: 2 days, 20:26:36, time: 1.476, data_time: 0.020, memory: 64799, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0293, loss_semantic_seg: 0.1770, s0.loss_cls: 0.1775, s0.acc: 93.5820, s0.loss_bbox: 0.0967, s0.loss_mask: 0.1956, s1.loss_cls: 0.0823, s1.acc: 94.1141, s1.loss_bbox: 0.1056, s1.loss_mask: 0.0924, s2.loss_cls: 0.0423, s2.acc: 93.8550, s2.loss_bbox: 0.0666, s2.loss_mask: 0.0433, loss: 1.1301 2022-06-06 14:04:14,037 - mmdet - INFO - Epoch [14][1200/7330] lr: 1.000e-04, eta: 2 days, 20:25:22, time: 1.474, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0266, loss_semantic_seg: 0.1868, s0.loss_cls: 0.1593, s0.acc: 94.2202, s0.loss_bbox: 0.0910, s0.loss_mask: 0.1921, s1.loss_cls: 0.0739, s1.acc: 94.7200, s1.loss_bbox: 0.1004, s1.loss_mask: 0.0906, s2.loss_cls: 0.0379, s2.acc: 94.4166, s2.loss_bbox: 0.0640, s2.loss_mask: 0.0426, loss: 1.0870 2022-06-06 14:05:27,795 - mmdet - INFO - Epoch [14][1250/7330] lr: 1.000e-04, eta: 2 days, 20:24:09, time: 1.475, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0262, loss_semantic_seg: 0.1852, s0.loss_cls: 0.1724, s0.acc: 93.8108, s0.loss_bbox: 0.0973, s0.loss_mask: 0.1955, s1.loss_cls: 0.0813, s1.acc: 94.1525, s1.loss_bbox: 0.1063, s1.loss_mask: 0.0923, s2.loss_cls: 0.0408, s2.acc: 94.0481, s2.loss_bbox: 0.0680, s2.loss_mask: 0.0433, loss: 1.1294 2022-06-06 14:06:41,542 - mmdet - INFO - Epoch [14][1300/7330] lr: 1.000e-04, eta: 2 days, 20:22:56, time: 1.473, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0296, loss_semantic_seg: 0.1794, s0.loss_cls: 0.1722, s0.acc: 93.8308, s0.loss_bbox: 0.0953, s0.loss_mask: 0.1947, s1.loss_cls: 0.0801, s1.acc: 94.2465, s1.loss_bbox: 0.1041, s1.loss_mask: 0.0910, s2.loss_cls: 0.0408, s2.acc: 94.1223, s2.loss_bbox: 0.0663, s2.loss_mask: 0.0427, loss: 1.1179 2022-06-06 14:07:56,217 - mmdet - INFO - Epoch [14][1350/7330] lr: 1.000e-04, eta: 2 days, 20:21:44, time: 1.495, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0271, loss_semantic_seg: 0.1752, s0.loss_cls: 0.1563, s0.acc: 94.2522, s0.loss_bbox: 0.0914, s0.loss_mask: 0.1944, s1.loss_cls: 0.0720, s1.acc: 94.6801, s1.loss_bbox: 0.1031, s1.loss_mask: 0.0916, s2.loss_cls: 0.0360, s2.acc: 94.6674, s2.loss_bbox: 0.0665, s2.loss_mask: 0.0430, loss: 1.0791 2022-06-06 14:09:10,295 - mmdet - INFO - Epoch [14][1400/7330] lr: 1.000e-04, eta: 2 days, 20:20:31, time: 1.481, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0292, loss_semantic_seg: 0.1710, s0.loss_cls: 0.1746, s0.acc: 93.6633, s0.loss_bbox: 0.0998, s0.loss_mask: 0.1966, s1.loss_cls: 0.0800, s1.acc: 94.2138, s1.loss_bbox: 0.1072, s1.loss_mask: 0.0926, s2.loss_cls: 0.0399, s2.acc: 94.1006, s2.loss_bbox: 0.0680, s2.loss_mask: 0.0439, loss: 1.1261 2022-06-06 14:10:24,209 - mmdet - INFO - Epoch [14][1450/7330] lr: 1.000e-04, eta: 2 days, 20:19:18, time: 1.478, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0298, loss_semantic_seg: 0.1836, s0.loss_cls: 0.1714, s0.acc: 93.7588, s0.loss_bbox: 0.0980, s0.loss_mask: 0.1973, s1.loss_cls: 0.0798, s1.acc: 94.2127, s1.loss_bbox: 0.1076, s1.loss_mask: 0.0922, s2.loss_cls: 0.0404, s2.acc: 93.9735, s2.loss_bbox: 0.0695, s2.loss_mask: 0.0434, loss: 1.1378 2022-06-06 14:11:37,010 - mmdet - INFO - Epoch [14][1500/7330] lr: 1.000e-04, eta: 2 days, 20:18:03, time: 1.454, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0287, loss_semantic_seg: 0.1823, s0.loss_cls: 0.1746, s0.acc: 93.7458, s0.loss_bbox: 0.0965, s0.loss_mask: 0.1948, s1.loss_cls: 0.0818, s1.acc: 94.1227, s1.loss_bbox: 0.1048, s1.loss_mask: 0.0920, s2.loss_cls: 0.0413, s2.acc: 93.9843, s2.loss_bbox: 0.0653, s2.loss_mask: 0.0432, loss: 1.1296 2022-06-06 14:12:51,035 - mmdet - INFO - Epoch [14][1550/7330] lr: 1.000e-04, eta: 2 days, 20:16:50, time: 1.480, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0268, loss_semantic_seg: 0.1778, s0.loss_cls: 0.1657, s0.acc: 93.9272, s0.loss_bbox: 0.0941, s0.loss_mask: 0.1946, s1.loss_cls: 0.0779, s1.acc: 94.3951, s1.loss_bbox: 0.1033, s1.loss_mask: 0.0911, s2.loss_cls: 0.0391, s2.acc: 94.2052, s2.loss_bbox: 0.0672, s2.loss_mask: 0.0431, loss: 1.1011 2022-06-06 14:14:05,115 - mmdet - INFO - Epoch [14][1600/7330] lr: 1.000e-04, eta: 2 days, 20:15:38, time: 1.484, data_time: 0.020, memory: 64799, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0273, loss_semantic_seg: 0.1767, s0.loss_cls: 0.1774, s0.acc: 93.5747, s0.loss_bbox: 0.1005, s0.loss_mask: 0.2014, s1.loss_cls: 0.0829, s1.acc: 93.9892, s1.loss_bbox: 0.1080, s1.loss_mask: 0.0944, s2.loss_cls: 0.0423, s2.acc: 93.6617, s2.loss_bbox: 0.0690, s2.loss_mask: 0.0445, loss: 1.1457 2022-06-06 14:15:18,883 - mmdet - INFO - Epoch [14][1650/7330] lr: 1.000e-04, eta: 2 days, 20:14:25, time: 1.475, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0276, loss_semantic_seg: 0.1779, s0.loss_cls: 0.1700, s0.acc: 93.9397, s0.loss_bbox: 0.0959, s0.loss_mask: 0.1961, s1.loss_cls: 0.0782, s1.acc: 94.4574, s1.loss_bbox: 0.1073, s1.loss_mask: 0.0924, s2.loss_cls: 0.0404, s2.acc: 94.2093, s2.loss_bbox: 0.0688, s2.loss_mask: 0.0435, loss: 1.1202 2022-06-06 14:16:33,169 - mmdet - INFO - Epoch [14][1700/7330] lr: 1.000e-04, eta: 2 days, 20:13:12, time: 1.486, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0300, loss_semantic_seg: 0.1783, s0.loss_cls: 0.1680, s0.acc: 93.8562, s0.loss_bbox: 0.0980, s0.loss_mask: 0.2051, s1.loss_cls: 0.0782, s1.acc: 94.2873, s1.loss_bbox: 0.1069, s1.loss_mask: 0.0954, s2.loss_cls: 0.0393, s2.acc: 94.1242, s2.loss_bbox: 0.0685, s2.loss_mask: 0.0450, loss: 1.1346 2022-06-06 14:17:46,936 - mmdet - INFO - Epoch [14][1750/7330] lr: 1.000e-04, eta: 2 days, 20:11:59, time: 1.473, data_time: 0.012, memory: 64799, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0281, loss_semantic_seg: 0.1713, s0.loss_cls: 0.1620, s0.acc: 94.0481, s0.loss_bbox: 0.0930, s0.loss_mask: 0.1980, s1.loss_cls: 0.0776, s1.acc: 94.3517, s1.loss_bbox: 0.1011, s1.loss_mask: 0.0930, s2.loss_cls: 0.0395, s2.acc: 94.1824, s2.loss_bbox: 0.0639, s2.loss_mask: 0.0435, loss: 1.0925 2022-06-06 14:19:00,520 - mmdet - INFO - Epoch [14][1800/7330] lr: 1.000e-04, eta: 2 days, 20:10:45, time: 1.474, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0279, loss_semantic_seg: 0.1723, s0.loss_cls: 0.1689, s0.acc: 94.0190, s0.loss_bbox: 0.0937, s0.loss_mask: 0.2008, s1.loss_cls: 0.0776, s1.acc: 94.4640, s1.loss_bbox: 0.1013, s1.loss_mask: 0.0942, s2.loss_cls: 0.0396, s2.acc: 94.2216, s2.loss_bbox: 0.0639, s2.loss_mask: 0.0443, loss: 1.1067 2022-06-06 14:20:13,169 - mmdet - INFO - Epoch [14][1850/7330] lr: 1.000e-04, eta: 2 days, 20:09:30, time: 1.453, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0274, loss_semantic_seg: 0.1737, s0.loss_cls: 0.1687, s0.acc: 93.8694, s0.loss_bbox: 0.0965, s0.loss_mask: 0.2044, s1.loss_cls: 0.0783, s1.acc: 94.3483, s1.loss_bbox: 0.1044, s1.loss_mask: 0.0945, s2.loss_cls: 0.0400, s2.acc: 94.1423, s2.loss_bbox: 0.0653, s2.loss_mask: 0.0445, loss: 1.1211 2022-06-06 14:21:25,819 - mmdet - INFO - Epoch [14][1900/7330] lr: 1.000e-04, eta: 2 days, 20:08:15, time: 1.453, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0245, loss_rpn_bbox: 0.0277, loss_semantic_seg: 0.1810, s0.loss_cls: 0.1607, s0.acc: 94.1069, s0.loss_bbox: 0.0919, s0.loss_mask: 0.1990, s1.loss_cls: 0.0736, s1.acc: 94.6412, s1.loss_bbox: 0.1024, s1.loss_mask: 0.0943, s2.loss_cls: 0.0373, s2.acc: 94.4082, s2.loss_bbox: 0.0668, s2.loss_mask: 0.0440, loss: 1.1035 2022-06-06 14:22:38,542 - mmdet - INFO - Epoch [14][1950/7330] lr: 1.000e-04, eta: 2 days, 20:07:00, time: 1.455, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0278, loss_semantic_seg: 0.1763, s0.loss_cls: 0.1653, s0.acc: 94.0017, s0.loss_bbox: 0.0946, s0.loss_mask: 0.1974, s1.loss_cls: 0.0773, s1.acc: 94.3688, s1.loss_bbox: 0.1040, s1.loss_mask: 0.0927, s2.loss_cls: 0.0395, s2.acc: 94.0749, s2.loss_bbox: 0.0651, s2.loss_mask: 0.0436, loss: 1.1059 2022-06-06 14:23:51,066 - mmdet - INFO - Epoch [14][2000/7330] lr: 1.000e-04, eta: 2 days, 20:05:45, time: 1.450, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0281, loss_semantic_seg: 0.1709, s0.loss_cls: 0.1698, s0.acc: 93.9045, s0.loss_bbox: 0.0939, s0.loss_mask: 0.1955, s1.loss_cls: 0.0786, s1.acc: 94.3547, s1.loss_bbox: 0.1030, s1.loss_mask: 0.0920, s2.loss_cls: 0.0399, s2.acc: 94.1708, s2.loss_bbox: 0.0673, s2.loss_mask: 0.0437, loss: 1.1031 2022-06-06 14:25:04,047 - mmdet - INFO - Epoch [14][2050/7330] lr: 1.000e-04, eta: 2 days, 20:04:30, time: 1.460, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0271, loss_semantic_seg: 0.1828, s0.loss_cls: 0.1634, s0.acc: 94.1213, s0.loss_bbox: 0.0935, s0.loss_mask: 0.1920, s1.loss_cls: 0.0755, s1.acc: 94.7061, s1.loss_bbox: 0.1013, s1.loss_mask: 0.0903, s2.loss_cls: 0.0384, s2.acc: 94.3835, s2.loss_bbox: 0.0654, s2.loss_mask: 0.0427, loss: 1.0939 2022-06-06 14:26:17,768 - mmdet - INFO - Epoch [14][2100/7330] lr: 1.000e-04, eta: 2 days, 20:03:17, time: 1.474, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0245, loss_rpn_bbox: 0.0284, loss_semantic_seg: 0.1798, s0.loss_cls: 0.1734, s0.acc: 93.7654, s0.loss_bbox: 0.0963, s0.loss_mask: 0.1949, s1.loss_cls: 0.0795, s1.acc: 94.2906, s1.loss_bbox: 0.1049, s1.loss_mask: 0.0909, s2.loss_cls: 0.0402, s2.acc: 94.0662, s2.loss_bbox: 0.0682, s2.loss_mask: 0.0424, loss: 1.1235 2022-06-06 14:27:30,179 - mmdet - INFO - Epoch [14][2150/7330] lr: 1.000e-04, eta: 2 days, 20:02:01, time: 1.448, data_time: 0.011, memory: 64799, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0272, loss_semantic_seg: 0.1712, s0.loss_cls: 0.1568, s0.acc: 94.3052, s0.loss_bbox: 0.0908, s0.loss_mask: 0.1977, s1.loss_cls: 0.0723, s1.acc: 94.7315, s1.loss_bbox: 0.1006, s1.loss_mask: 0.0928, s2.loss_cls: 0.0376, s2.acc: 94.4587, s2.loss_bbox: 0.0647, s2.loss_mask: 0.0437, loss: 1.0755 2022-06-06 14:28:43,736 - mmdet - INFO - Epoch [14][2200/7330] lr: 1.000e-04, eta: 2 days, 20:00:48, time: 1.471, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0298, loss_semantic_seg: 0.1823, s0.loss_cls: 0.1721, s0.acc: 93.6924, s0.loss_bbox: 0.0987, s0.loss_mask: 0.1967, s1.loss_cls: 0.0809, s1.acc: 94.0779, s1.loss_bbox: 0.1057, s1.loss_mask: 0.0909, s2.loss_cls: 0.0405, s2.acc: 94.0066, s2.loss_bbox: 0.0675, s2.loss_mask: 0.0425, loss: 1.1302 2022-06-06 14:29:56,102 - mmdet - INFO - Epoch [14][2250/7330] lr: 1.000e-04, eta: 2 days, 19:59:32, time: 1.447, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0272, loss_semantic_seg: 0.1759, s0.loss_cls: 0.1661, s0.acc: 93.9741, s0.loss_bbox: 0.0950, s0.loss_mask: 0.1926, s1.loss_cls: 0.0782, s1.acc: 94.4533, s1.loss_bbox: 0.1026, s1.loss_mask: 0.0909, s2.loss_cls: 0.0396, s2.acc: 94.1678, s2.loss_bbox: 0.0641, s2.loss_mask: 0.0427, loss: 1.0973 2022-06-06 14:31:09,022 - mmdet - INFO - Epoch [14][2300/7330] lr: 1.000e-04, eta: 2 days, 19:58:17, time: 1.458, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0309, loss_semantic_seg: 0.1923, s0.loss_cls: 0.1731, s0.acc: 93.7388, s0.loss_bbox: 0.0946, s0.loss_mask: 0.1991, s1.loss_cls: 0.0805, s1.acc: 94.2469, s1.loss_bbox: 0.1021, s1.loss_mask: 0.0943, s2.loss_cls: 0.0409, s2.acc: 94.1234, s2.loss_bbox: 0.0647, s2.loss_mask: 0.0446, loss: 1.1398 2022-06-06 14:32:22,153 - mmdet - INFO - Epoch [14][2350/7330] lr: 1.000e-04, eta: 2 days, 19:57:03, time: 1.463, data_time: 0.012, memory: 64799, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0281, loss_semantic_seg: 0.1823, s0.loss_cls: 0.1681, s0.acc: 93.9319, s0.loss_bbox: 0.0954, s0.loss_mask: 0.1988, s1.loss_cls: 0.0789, s1.acc: 94.3325, s1.loss_bbox: 0.1068, s1.loss_mask: 0.0933, s2.loss_cls: 0.0403, s2.acc: 94.1668, s2.loss_bbox: 0.0677, s2.loss_mask: 0.0435, loss: 1.1250 2022-06-06 14:33:33,868 - mmdet - INFO - Epoch [14][2400/7330] lr: 1.000e-04, eta: 2 days, 19:55:46, time: 1.435, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0264, loss_semantic_seg: 0.1808, s0.loss_cls: 0.1625, s0.acc: 94.2156, s0.loss_bbox: 0.0893, s0.loss_mask: 0.1983, s1.loss_cls: 0.0755, s1.acc: 94.5372, s1.loss_bbox: 0.0976, s1.loss_mask: 0.0917, s2.loss_cls: 0.0379, s2.acc: 94.4412, s2.loss_bbox: 0.0623, s2.loss_mask: 0.0430, loss: 1.0856 2022-06-06 14:34:46,554 - mmdet - INFO - Epoch [14][2450/7330] lr: 1.000e-04, eta: 2 days, 19:54:31, time: 1.454, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0279, loss_semantic_seg: 0.1731, s0.loss_cls: 0.1644, s0.acc: 93.9590, s0.loss_bbox: 0.0929, s0.loss_mask: 0.1926, s1.loss_cls: 0.0765, s1.acc: 94.4199, s1.loss_bbox: 0.1018, s1.loss_mask: 0.0909, s2.loss_cls: 0.0396, s2.acc: 94.2380, s2.loss_bbox: 0.0650, s2.loss_mask: 0.0427, loss: 1.0880 2022-06-06 14:35:57,912 - mmdet - INFO - Epoch [14][2500/7330] lr: 1.000e-04, eta: 2 days, 19:53:14, time: 1.427, data_time: 0.011, memory: 64799, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0266, loss_semantic_seg: 0.1792, s0.loss_cls: 0.1589, s0.acc: 94.2649, s0.loss_bbox: 0.0918, s0.loss_mask: 0.1988, s1.loss_cls: 0.0735, s1.acc: 94.7997, s1.loss_bbox: 0.1002, s1.loss_mask: 0.0935, s2.loss_cls: 0.0376, s2.acc: 94.5149, s2.loss_bbox: 0.0652, s2.loss_mask: 0.0435, loss: 1.0906 2022-06-06 14:37:11,095 - mmdet - INFO - Epoch [14][2550/7330] lr: 1.000e-04, eta: 2 days, 19:51:59, time: 1.464, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0272, loss_semantic_seg: 0.1882, s0.loss_cls: 0.1731, s0.acc: 93.9053, s0.loss_bbox: 0.0955, s0.loss_mask: 0.2013, s1.loss_cls: 0.0805, s1.acc: 94.3432, s1.loss_bbox: 0.1037, s1.loss_mask: 0.0941, s2.loss_cls: 0.0413, s2.acc: 94.1818, s2.loss_bbox: 0.0662, s2.loss_mask: 0.0438, loss: 1.1378 2022-06-06 14:38:24,243 - mmdet - INFO - Epoch [14][2600/7330] lr: 1.000e-04, eta: 2 days, 19:50:45, time: 1.462, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0296, loss_semantic_seg: 0.1745, s0.loss_cls: 0.1750, s0.acc: 93.6296, s0.loss_bbox: 0.1002, s0.loss_mask: 0.2032, s1.loss_cls: 0.0820, s1.acc: 94.0297, s1.loss_bbox: 0.1076, s1.loss_mask: 0.0961, s2.loss_cls: 0.0419, s2.acc: 93.8538, s2.loss_bbox: 0.0674, s2.loss_mask: 0.0452, loss: 1.1454 2022-06-06 14:39:36,405 - mmdet - INFO - Epoch [14][2650/7330] lr: 1.000e-04, eta: 2 days, 19:49:29, time: 1.444, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0238, loss_rpn_bbox: 0.0297, loss_semantic_seg: 0.1756, s0.loss_cls: 0.1755, s0.acc: 93.4575, s0.loss_bbox: 0.1021, s0.loss_mask: 0.2032, s1.loss_cls: 0.0821, s1.acc: 93.9095, s1.loss_bbox: 0.1127, s1.loss_mask: 0.0962, s2.loss_cls: 0.0423, s2.acc: 93.5559, s2.loss_bbox: 0.0715, s2.loss_mask: 0.0451, loss: 1.1597 2022-06-06 14:40:49,979 - mmdet - INFO - Epoch [14][2700/7330] lr: 1.000e-04, eta: 2 days, 19:48:16, time: 1.471, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0285, loss_semantic_seg: 0.1830, s0.loss_cls: 0.1764, s0.acc: 93.6614, s0.loss_bbox: 0.0988, s0.loss_mask: 0.2048, s1.loss_cls: 0.0818, s1.acc: 94.0841, s1.loss_bbox: 0.1076, s1.loss_mask: 0.0958, s2.loss_cls: 0.0418, s2.acc: 93.8848, s2.loss_bbox: 0.0679, s2.loss_mask: 0.0449, loss: 1.1542 2022-06-06 14:42:02,461 - mmdet - INFO - Epoch [14][2750/7330] lr: 1.000e-04, eta: 2 days, 19:47:00, time: 1.451, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0270, loss_semantic_seg: 0.1891, s0.loss_cls: 0.1677, s0.acc: 94.0532, s0.loss_bbox: 0.0928, s0.loss_mask: 0.1945, s1.loss_cls: 0.0766, s1.acc: 94.5473, s1.loss_bbox: 0.1003, s1.loss_mask: 0.0918, s2.loss_cls: 0.0393, s2.acc: 94.2643, s2.loss_bbox: 0.0651, s2.loss_mask: 0.0433, loss: 1.1090 2022-06-06 14:43:14,911 - mmdet - INFO - Epoch [14][2800/7330] lr: 1.000e-04, eta: 2 days, 19:45:45, time: 1.449, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0274, loss_semantic_seg: 0.1781, s0.loss_cls: 0.1612, s0.acc: 94.0864, s0.loss_bbox: 0.0934, s0.loss_mask: 0.1988, s1.loss_cls: 0.0755, s1.acc: 94.5048, s1.loss_bbox: 0.1033, s1.loss_mask: 0.0940, s2.loss_cls: 0.0386, s2.acc: 94.3033, s2.loss_bbox: 0.0663, s2.loss_mask: 0.0447, loss: 1.1035 2022-06-06 14:44:28,897 - mmdet - INFO - Epoch [14][2850/7330] lr: 1.000e-04, eta: 2 days, 19:44:32, time: 1.480, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0287, loss_semantic_seg: 0.1849, s0.loss_cls: 0.1637, s0.acc: 94.0051, s0.loss_bbox: 0.0933, s0.loss_mask: 0.1991, s1.loss_cls: 0.0765, s1.acc: 94.3751, s1.loss_bbox: 0.1026, s1.loss_mask: 0.0936, s2.loss_cls: 0.0391, s2.acc: 94.1921, s2.loss_bbox: 0.0646, s2.loss_mask: 0.0441, loss: 1.1145 2022-06-06 14:45:41,276 - mmdet - INFO - Epoch [14][2900/7330] lr: 1.000e-04, eta: 2 days, 19:43:16, time: 1.448, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0271, loss_semantic_seg: 0.1768, s0.loss_cls: 0.1637, s0.acc: 94.1064, s0.loss_bbox: 0.0933, s0.loss_mask: 0.1937, s1.loss_cls: 0.0764, s1.acc: 94.5709, s1.loss_bbox: 0.1040, s1.loss_mask: 0.0913, s2.loss_cls: 0.0395, s2.acc: 94.2662, s2.loss_bbox: 0.0650, s2.loss_mask: 0.0428, loss: 1.0957 2022-06-06 14:46:55,009 - mmdet - INFO - Epoch [14][2950/7330] lr: 1.000e-04, eta: 2 days, 19:42:03, time: 1.475, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0301, loss_semantic_seg: 0.1811, s0.loss_cls: 0.1677, s0.acc: 94.0049, s0.loss_bbox: 0.0939, s0.loss_mask: 0.1988, s1.loss_cls: 0.0787, s1.acc: 94.4778, s1.loss_bbox: 0.1014, s1.loss_mask: 0.0937, s2.loss_cls: 0.0404, s2.acc: 94.1925, s2.loss_bbox: 0.0646, s2.loss_mask: 0.0444, loss: 1.1172 2022-06-06 14:48:07,989 - mmdet - INFO - Epoch [14][3000/7330] lr: 1.000e-04, eta: 2 days, 19:40:48, time: 1.459, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0276, loss_semantic_seg: 0.1765, s0.loss_cls: 0.1682, s0.acc: 93.9548, s0.loss_bbox: 0.0937, s0.loss_mask: 0.2005, s1.loss_cls: 0.0785, s1.acc: 94.3775, s1.loss_bbox: 0.1017, s1.loss_mask: 0.0945, s2.loss_cls: 0.0399, s2.acc: 94.1930, s2.loss_bbox: 0.0642, s2.loss_mask: 0.0446, loss: 1.1117 2022-06-06 14:49:21,700 - mmdet - INFO - Epoch [14][3050/7330] lr: 1.000e-04, eta: 2 days, 19:39:35, time: 1.474, data_time: 0.020, memory: 64799, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0282, loss_semantic_seg: 0.1786, s0.loss_cls: 0.1785, s0.acc: 93.5322, s0.loss_bbox: 0.1013, s0.loss_mask: 0.2021, s1.loss_cls: 0.0828, s1.acc: 94.0252, s1.loss_bbox: 0.1097, s1.loss_mask: 0.0946, s2.loss_cls: 0.0420, s2.acc: 93.8806, s2.loss_bbox: 0.0691, s2.loss_mask: 0.0444, loss: 1.1539 2022-06-06 14:50:35,001 - mmdet - INFO - Epoch [14][3100/7330] lr: 1.000e-04, eta: 2 days, 19:38:21, time: 1.466, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0300, loss_semantic_seg: 0.1709, s0.loss_cls: 0.1687, s0.acc: 93.8953, s0.loss_bbox: 0.0967, s0.loss_mask: 0.1992, s1.loss_cls: 0.0768, s1.acc: 94.3995, s1.loss_bbox: 0.1024, s1.loss_mask: 0.0937, s2.loss_cls: 0.0389, s2.acc: 94.1815, s2.loss_bbox: 0.0652, s2.loss_mask: 0.0441, loss: 1.1090 2022-06-06 14:51:49,115 - mmdet - INFO - Epoch [14][3150/7330] lr: 1.000e-04, eta: 2 days, 19:37:08, time: 1.483, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0289, loss_semantic_seg: 0.1752, s0.loss_cls: 0.1648, s0.acc: 94.0884, s0.loss_bbox: 0.0927, s0.loss_mask: 0.2006, s1.loss_cls: 0.0776, s1.acc: 94.5145, s1.loss_bbox: 0.1002, s1.loss_mask: 0.0941, s2.loss_cls: 0.0393, s2.acc: 94.3236, s2.loss_bbox: 0.0647, s2.loss_mask: 0.0443, loss: 1.1053 2022-06-06 14:53:01,747 - mmdet - INFO - Epoch [14][3200/7330] lr: 1.000e-04, eta: 2 days, 19:35:53, time: 1.453, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0283, loss_semantic_seg: 0.1894, s0.loss_cls: 0.1741, s0.acc: 93.7795, s0.loss_bbox: 0.0975, s0.loss_mask: 0.2055, s1.loss_cls: 0.0814, s1.acc: 94.2529, s1.loss_bbox: 0.1056, s1.loss_mask: 0.0958, s2.loss_cls: 0.0409, s2.acc: 94.1393, s2.loss_bbox: 0.0664, s2.loss_mask: 0.0448, loss: 1.1528 2022-06-06 14:54:14,990 - mmdet - INFO - Epoch [14][3250/7330] lr: 1.000e-04, eta: 2 days, 19:34:39, time: 1.465, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0277, loss_semantic_seg: 0.1804, s0.loss_cls: 0.1674, s0.acc: 93.9375, s0.loss_bbox: 0.0941, s0.loss_mask: 0.1970, s1.loss_cls: 0.0780, s1.acc: 94.4074, s1.loss_bbox: 0.1032, s1.loss_mask: 0.0928, s2.loss_cls: 0.0398, s2.acc: 94.1136, s2.loss_bbox: 0.0654, s2.loss_mask: 0.0437, loss: 1.1129 2022-06-06 14:55:28,419 - mmdet - INFO - Epoch [14][3300/7330] lr: 1.000e-04, eta: 2 days, 19:33:25, time: 1.469, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0291, loss_semantic_seg: 0.1844, s0.loss_cls: 0.1759, s0.acc: 93.7520, s0.loss_bbox: 0.0985, s0.loss_mask: 0.2023, s1.loss_cls: 0.0829, s1.acc: 94.1482, s1.loss_bbox: 0.1077, s1.loss_mask: 0.0945, s2.loss_cls: 0.0428, s2.acc: 93.8848, s2.loss_bbox: 0.0661, s2.loss_mask: 0.0437, loss: 1.1508 2022-06-06 14:56:41,905 - mmdet - INFO - Epoch [14][3350/7330] lr: 1.000e-04, eta: 2 days, 19:32:12, time: 1.470, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0271, loss_semantic_seg: 0.1816, s0.loss_cls: 0.1724, s0.acc: 93.7751, s0.loss_bbox: 0.0972, s0.loss_mask: 0.1984, s1.loss_cls: 0.0814, s1.acc: 94.1585, s1.loss_bbox: 0.1054, s1.loss_mask: 0.0942, s2.loss_cls: 0.0411, s2.acc: 94.0077, s2.loss_bbox: 0.0675, s2.loss_mask: 0.0444, loss: 1.1334 2022-06-06 14:57:56,723 - mmdet - INFO - Epoch [14][3400/7330] lr: 1.000e-04, eta: 2 days, 19:31:00, time: 1.496, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0281, loss_semantic_seg: 0.1702, s0.loss_cls: 0.1740, s0.acc: 93.6216, s0.loss_bbox: 0.1010, s0.loss_mask: 0.2034, s1.loss_cls: 0.0797, s1.acc: 94.1624, s1.loss_bbox: 0.1103, s1.loss_mask: 0.0957, s2.loss_cls: 0.0399, s2.acc: 94.1222, s2.loss_bbox: 0.0693, s2.loss_mask: 0.0451, loss: 1.1386 2022-06-06 14:59:09,917 - mmdet - INFO - Epoch [14][3450/7330] lr: 1.000e-04, eta: 2 days, 19:29:46, time: 1.465, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0193, loss_rpn_bbox: 0.0264, loss_semantic_seg: 0.1916, s0.loss_cls: 0.1698, s0.acc: 93.9341, s0.loss_bbox: 0.0931, s0.loss_mask: 0.1936, s1.loss_cls: 0.0787, s1.acc: 94.3906, s1.loss_bbox: 0.1018, s1.loss_mask: 0.0913, s2.loss_cls: 0.0403, s2.acc: 94.1101, s2.loss_bbox: 0.0651, s2.loss_mask: 0.0433, loss: 1.1144 2022-06-06 15:00:23,745 - mmdet - INFO - Epoch [14][3500/7330] lr: 1.000e-04, eta: 2 days, 19:28:33, time: 1.476, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0238, loss_rpn_bbox: 0.0281, loss_semantic_seg: 0.1796, s0.loss_cls: 0.1764, s0.acc: 93.7134, s0.loss_bbox: 0.0960, s0.loss_mask: 0.1966, s1.loss_cls: 0.0827, s1.acc: 94.1593, s1.loss_bbox: 0.1052, s1.loss_mask: 0.0926, s2.loss_cls: 0.0413, s2.acc: 93.8940, s2.loss_bbox: 0.0668, s2.loss_mask: 0.0431, loss: 1.1321 2022-06-06 15:01:37,410 - mmdet - INFO - Epoch [14][3550/7330] lr: 1.000e-04, eta: 2 days, 19:27:19, time: 1.471, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0298, loss_semantic_seg: 0.1756, s0.loss_cls: 0.1730, s0.acc: 93.8083, s0.loss_bbox: 0.0977, s0.loss_mask: 0.1992, s1.loss_cls: 0.0790, s1.acc: 94.3141, s1.loss_bbox: 0.1077, s1.loss_mask: 0.0939, s2.loss_cls: 0.0403, s2.acc: 94.0658, s2.loss_bbox: 0.0683, s2.loss_mask: 0.0440, loss: 1.1309 2022-06-06 15:02:50,504 - mmdet - INFO - Epoch [14][3600/7330] lr: 1.000e-04, eta: 2 days, 19:26:05, time: 1.464, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0260, loss_semantic_seg: 0.1773, s0.loss_cls: 0.1626, s0.acc: 94.1699, s0.loss_bbox: 0.0877, s0.loss_mask: 0.1917, s1.loss_cls: 0.0765, s1.acc: 94.5406, s1.loss_bbox: 0.0982, s1.loss_mask: 0.0906, s2.loss_cls: 0.0384, s2.acc: 94.3739, s2.loss_bbox: 0.0644, s2.loss_mask: 0.0427, loss: 1.0784 2022-06-06 15:04:03,809 - mmdet - INFO - Epoch [14][3650/7330] lr: 1.000e-04, eta: 2 days, 19:24:51, time: 1.466, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0283, loss_semantic_seg: 0.1905, s0.loss_cls: 0.1671, s0.acc: 93.9438, s0.loss_bbox: 0.0968, s0.loss_mask: 0.2032, s1.loss_cls: 0.0788, s1.acc: 94.2017, s1.loss_bbox: 0.1042, s1.loss_mask: 0.0950, s2.loss_cls: 0.0410, s2.acc: 93.9188, s2.loss_bbox: 0.0648, s2.loss_mask: 0.0448, loss: 1.1366 2022-06-06 15:05:18,085 - mmdet - INFO - Epoch [14][3700/7330] lr: 1.000e-04, eta: 2 days, 19:23:39, time: 1.486, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0273, loss_semantic_seg: 0.1795, s0.loss_cls: 0.1638, s0.acc: 93.9141, s0.loss_bbox: 0.0936, s0.loss_mask: 0.1989, s1.loss_cls: 0.0773, s1.acc: 94.3046, s1.loss_bbox: 0.1021, s1.loss_mask: 0.0933, s2.loss_cls: 0.0394, s2.acc: 94.1825, s2.loss_bbox: 0.0649, s2.loss_mask: 0.0440, loss: 1.1058 2022-06-06 15:06:31,692 - mmdet - INFO - Epoch [14][3750/7330] lr: 1.000e-04, eta: 2 days, 19:22:25, time: 1.472, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0287, loss_semantic_seg: 0.1800, s0.loss_cls: 0.1634, s0.acc: 94.0869, s0.loss_bbox: 0.0948, s0.loss_mask: 0.1982, s1.loss_cls: 0.0759, s1.acc: 94.5328, s1.loss_bbox: 0.1032, s1.loss_mask: 0.0941, s2.loss_cls: 0.0384, s2.acc: 94.3631, s2.loss_bbox: 0.0657, s2.loss_mask: 0.0441, loss: 1.1077 2022-06-06 15:07:44,748 - mmdet - INFO - Epoch [14][3800/7330] lr: 1.000e-04, eta: 2 days, 19:21:11, time: 1.461, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0298, loss_semantic_seg: 0.1862, s0.loss_cls: 0.1675, s0.acc: 93.7229, s0.loss_bbox: 0.0990, s0.loss_mask: 0.2021, s1.loss_cls: 0.0787, s1.acc: 94.1419, s1.loss_bbox: 0.1081, s1.loss_mask: 0.0947, s2.loss_cls: 0.0404, s2.acc: 93.8551, s2.loss_bbox: 0.0679, s2.loss_mask: 0.0443, loss: 1.1412 2022-06-06 15:08:58,959 - mmdet - INFO - Epoch [14][3850/7330] lr: 1.000e-04, eta: 2 days, 19:19:58, time: 1.484, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0298, loss_semantic_seg: 0.1808, s0.loss_cls: 0.1714, s0.acc: 93.8145, s0.loss_bbox: 0.0969, s0.loss_mask: 0.1999, s1.loss_cls: 0.0794, s1.acc: 94.2333, s1.loss_bbox: 0.1047, s1.loss_mask: 0.0938, s2.loss_cls: 0.0407, s2.acc: 93.9653, s2.loss_bbox: 0.0669, s2.loss_mask: 0.0441, loss: 1.1311 2022-06-06 15:10:12,881 - mmdet - INFO - Epoch [14][3900/7330] lr: 1.000e-04, eta: 2 days, 19:18:45, time: 1.478, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0280, loss_semantic_seg: 0.1860, s0.loss_cls: 0.1692, s0.acc: 93.8127, s0.loss_bbox: 0.0964, s0.loss_mask: 0.1997, s1.loss_cls: 0.0791, s1.acc: 94.2803, s1.loss_bbox: 0.1061, s1.loss_mask: 0.0937, s2.loss_cls: 0.0411, s2.acc: 93.9710, s2.loss_bbox: 0.0666, s2.loss_mask: 0.0434, loss: 1.1318 2022-06-06 15:11:25,621 - mmdet - INFO - Epoch [14][3950/7330] lr: 1.000e-04, eta: 2 days, 19:17:30, time: 1.455, data_time: 0.012, memory: 64799, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0277, loss_semantic_seg: 0.1761, s0.loss_cls: 0.1713, s0.acc: 93.8687, s0.loss_bbox: 0.0964, s0.loss_mask: 0.2006, s1.loss_cls: 0.0805, s1.acc: 94.2433, s1.loss_bbox: 0.1042, s1.loss_mask: 0.0939, s2.loss_cls: 0.0406, s2.acc: 94.0517, s2.loss_bbox: 0.0657, s2.loss_mask: 0.0443, loss: 1.1217 2022-06-06 15:12:39,025 - mmdet - INFO - Epoch [14][4000/7330] lr: 1.000e-04, eta: 2 days, 19:16:16, time: 1.468, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0288, loss_semantic_seg: 0.1738, s0.loss_cls: 0.1693, s0.acc: 93.8533, s0.loss_bbox: 0.0979, s0.loss_mask: 0.2016, s1.loss_cls: 0.0780, s1.acc: 94.3574, s1.loss_bbox: 0.1037, s1.loss_mask: 0.0947, s2.loss_cls: 0.0391, s2.acc: 94.2219, s2.loss_bbox: 0.0669, s2.loss_mask: 0.0446, loss: 1.1201 2022-06-06 15:13:51,443 - mmdet - INFO - Epoch [14][4050/7330] lr: 1.000e-04, eta: 2 days, 19:15:01, time: 1.449, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0256, loss_semantic_seg: 0.1720, s0.loss_cls: 0.1642, s0.acc: 94.0398, s0.loss_bbox: 0.0906, s0.loss_mask: 0.1920, s1.loss_cls: 0.0765, s1.acc: 94.4024, s1.loss_bbox: 0.1006, s1.loss_mask: 0.0901, s2.loss_cls: 0.0390, s2.acc: 94.1905, s2.loss_bbox: 0.0656, s2.loss_mask: 0.0425, loss: 1.0800 2022-06-06 15:15:06,066 - mmdet - INFO - Epoch [14][4100/7330] lr: 1.000e-04, eta: 2 days, 19:13:49, time: 1.492, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0241, loss_rpn_bbox: 0.0294, loss_semantic_seg: 0.1813, s0.loss_cls: 0.1811, s0.acc: 93.5488, s0.loss_bbox: 0.0991, s0.loss_mask: 0.2038, s1.loss_cls: 0.0847, s1.acc: 94.0045, s1.loss_bbox: 0.1080, s1.loss_mask: 0.0959, s2.loss_cls: 0.0430, s2.acc: 93.6705, s2.loss_bbox: 0.0684, s2.loss_mask: 0.0449, loss: 1.1637 2022-06-06 15:16:19,227 - mmdet - INFO - Epoch [14][4150/7330] lr: 1.000e-04, eta: 2 days, 19:12:35, time: 1.463, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0264, loss_semantic_seg: 0.1819, s0.loss_cls: 0.1653, s0.acc: 94.0911, s0.loss_bbox: 0.0927, s0.loss_mask: 0.1996, s1.loss_cls: 0.0759, s1.acc: 94.5347, s1.loss_bbox: 0.1001, s1.loss_mask: 0.0942, s2.loss_cls: 0.0385, s2.acc: 94.3692, s2.loss_bbox: 0.0639, s2.loss_mask: 0.0449, loss: 1.1040 2022-06-06 15:17:33,597 - mmdet - INFO - Epoch [14][4200/7330] lr: 1.000e-04, eta: 2 days, 19:11:23, time: 1.487, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0233, loss_rpn_bbox: 0.0308, loss_semantic_seg: 0.1735, s0.loss_cls: 0.1802, s0.acc: 93.6313, s0.loss_bbox: 0.1011, s0.loss_mask: 0.1988, s1.loss_cls: 0.0838, s1.acc: 94.0917, s1.loss_bbox: 0.1094, s1.loss_mask: 0.0935, s2.loss_cls: 0.0425, s2.acc: 93.9843, s2.loss_bbox: 0.0685, s2.loss_mask: 0.0441, loss: 1.1494 2022-06-06 15:18:47,883 - mmdet - INFO - Epoch [14][4250/7330] lr: 1.000e-04, eta: 2 days, 19:10:10, time: 1.485, data_time: 0.021, memory: 64799, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0278, loss_semantic_seg: 0.1819, s0.loss_cls: 0.1762, s0.acc: 93.6416, s0.loss_bbox: 0.0969, s0.loss_mask: 0.1975, s1.loss_cls: 0.0814, s1.acc: 94.1351, s1.loss_bbox: 0.1051, s1.loss_mask: 0.0933, s2.loss_cls: 0.0418, s2.acc: 93.8635, s2.loss_bbox: 0.0687, s2.loss_mask: 0.0441, loss: 1.1346 2022-06-06 15:20:01,505 - mmdet - INFO - Epoch [14][4300/7330] lr: 1.000e-04, eta: 2 days, 19:08:57, time: 1.472, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0274, loss_semantic_seg: 0.1781, s0.loss_cls: 0.1695, s0.acc: 93.7668, s0.loss_bbox: 0.0978, s0.loss_mask: 0.2013, s1.loss_cls: 0.0799, s1.acc: 94.1289, s1.loss_bbox: 0.1088, s1.loss_mask: 0.0945, s2.loss_cls: 0.0415, s2.acc: 93.8925, s2.loss_bbox: 0.0707, s2.loss_mask: 0.0442, loss: 1.1361 2022-06-06 15:21:14,026 - mmdet - INFO - Epoch [14][4350/7330] lr: 1.000e-04, eta: 2 days, 19:07:41, time: 1.451, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0262, loss_semantic_seg: 0.1802, s0.loss_cls: 0.1682, s0.acc: 93.8157, s0.loss_bbox: 0.0919, s0.loss_mask: 0.1907, s1.loss_cls: 0.0787, s1.acc: 94.2584, s1.loss_bbox: 0.1017, s1.loss_mask: 0.0904, s2.loss_cls: 0.0403, s2.acc: 93.9768, s2.loss_bbox: 0.0668, s2.loss_mask: 0.0428, loss: 1.1000 2022-06-06 15:22:28,530 - mmdet - INFO - Epoch [14][4400/7330] lr: 1.000e-04, eta: 2 days, 19:06:29, time: 1.490, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0246, loss_rpn_bbox: 0.0281, loss_semantic_seg: 0.1839, s0.loss_cls: 0.1738, s0.acc: 93.6929, s0.loss_bbox: 0.0987, s0.loss_mask: 0.2042, s1.loss_cls: 0.0820, s1.acc: 94.0959, s1.loss_bbox: 0.1062, s1.loss_mask: 0.0957, s2.loss_cls: 0.0419, s2.acc: 93.8334, s2.loss_bbox: 0.0678, s2.loss_mask: 0.0452, loss: 1.1520 2022-06-06 15:23:42,616 - mmdet - INFO - Epoch [14][4450/7330] lr: 1.000e-04, eta: 2 days, 19:05:17, time: 1.482, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0294, loss_semantic_seg: 0.1819, s0.loss_cls: 0.1683, s0.acc: 93.8792, s0.loss_bbox: 0.0935, s0.loss_mask: 0.1994, s1.loss_cls: 0.0798, s1.acc: 94.2219, s1.loss_bbox: 0.1034, s1.loss_mask: 0.0935, s2.loss_cls: 0.0407, s2.acc: 93.9226, s2.loss_bbox: 0.0668, s2.loss_mask: 0.0441, loss: 1.1263 2022-06-06 15:24:56,290 - mmdet - INFO - Epoch [14][4500/7330] lr: 1.000e-04, eta: 2 days, 19:04:03, time: 1.473, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0286, loss_semantic_seg: 0.1815, s0.loss_cls: 0.1650, s0.acc: 94.1401, s0.loss_bbox: 0.0959, s0.loss_mask: 0.2004, s1.loss_cls: 0.0771, s1.acc: 94.5794, s1.loss_bbox: 0.1026, s1.loss_mask: 0.0939, s2.loss_cls: 0.0392, s2.acc: 94.4218, s2.loss_bbox: 0.0639, s2.loss_mask: 0.0441, loss: 1.1142 2022-06-06 15:26:10,003 - mmdet - INFO - Epoch [14][4550/7330] lr: 1.000e-04, eta: 2 days, 19:02:50, time: 1.472, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0269, loss_semantic_seg: 0.1850, s0.loss_cls: 0.1638, s0.acc: 94.0876, s0.loss_bbox: 0.0903, s0.loss_mask: 0.1923, s1.loss_cls: 0.0750, s1.acc: 94.5554, s1.loss_bbox: 0.0988, s1.loss_mask: 0.0910, s2.loss_cls: 0.0379, s2.acc: 94.3968, s2.loss_bbox: 0.0629, s2.loss_mask: 0.0427, loss: 1.0869 2022-06-06 15:27:23,474 - mmdet - INFO - Epoch [14][4600/7330] lr: 1.000e-04, eta: 2 days, 19:01:36, time: 1.471, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0269, loss_semantic_seg: 0.1774, s0.loss_cls: 0.1595, s0.acc: 94.1184, s0.loss_bbox: 0.0896, s0.loss_mask: 0.1910, s1.loss_cls: 0.0742, s1.acc: 94.5035, s1.loss_bbox: 0.0999, s1.loss_mask: 0.0904, s2.loss_cls: 0.0376, s2.acc: 94.3328, s2.loss_bbox: 0.0650, s2.loss_mask: 0.0429, loss: 1.0741 2022-06-06 15:28:36,281 - mmdet - INFO - Epoch [14][4650/7330] lr: 1.000e-04, eta: 2 days, 19:00:21, time: 1.457, data_time: 0.020, memory: 64799, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0283, loss_semantic_seg: 0.1838, s0.loss_cls: 0.1723, s0.acc: 93.7676, s0.loss_bbox: 0.0966, s0.loss_mask: 0.1983, s1.loss_cls: 0.0803, s1.acc: 94.2193, s1.loss_bbox: 0.1030, s1.loss_mask: 0.0938, s2.loss_cls: 0.0402, s2.acc: 94.0643, s2.loss_bbox: 0.0650, s2.loss_mask: 0.0441, loss: 1.1286 2022-06-06 15:29:49,585 - mmdet - INFO - Epoch [14][4700/7330] lr: 1.000e-04, eta: 2 days, 18:59:07, time: 1.466, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0282, loss_semantic_seg: 0.1800, s0.loss_cls: 0.1687, s0.acc: 93.9377, s0.loss_bbox: 0.0932, s0.loss_mask: 0.1941, s1.loss_cls: 0.0776, s1.acc: 94.3939, s1.loss_bbox: 0.0991, s1.loss_mask: 0.0908, s2.loss_cls: 0.0395, s2.acc: 94.1773, s2.loss_bbox: 0.0634, s2.loss_mask: 0.0429, loss: 1.0997 2022-06-06 15:31:03,351 - mmdet - INFO - Epoch [14][4750/7330] lr: 1.000e-04, eta: 2 days, 18:57:54, time: 1.475, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0282, loss_semantic_seg: 0.1819, s0.loss_cls: 0.1731, s0.acc: 93.7761, s0.loss_bbox: 0.0948, s0.loss_mask: 0.1976, s1.loss_cls: 0.0804, s1.acc: 94.1924, s1.loss_bbox: 0.1041, s1.loss_mask: 0.0927, s2.loss_cls: 0.0409, s2.acc: 93.9654, s2.loss_bbox: 0.0669, s2.loss_mask: 0.0435, loss: 1.1255 2022-06-06 15:32:16,617 - mmdet - INFO - Epoch [14][4800/7330] lr: 1.000e-04, eta: 2 days, 18:56:40, time: 1.465, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0234, loss_rpn_bbox: 0.0289, loss_semantic_seg: 0.1761, s0.loss_cls: 0.1769, s0.acc: 93.6396, s0.loss_bbox: 0.0975, s0.loss_mask: 0.1971, s1.loss_cls: 0.0820, s1.acc: 94.1250, s1.loss_bbox: 0.1062, s1.loss_mask: 0.0922, s2.loss_cls: 0.0412, s2.acc: 93.8896, s2.loss_bbox: 0.0677, s2.loss_mask: 0.0438, loss: 1.1331 2022-06-06 15:33:30,847 - mmdet - INFO - Epoch [14][4850/7330] lr: 1.000e-04, eta: 2 days, 18:55:27, time: 1.480, data_time: 0.020, memory: 64799, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0280, loss_semantic_seg: 0.1736, s0.loss_cls: 0.1635, s0.acc: 94.0701, s0.loss_bbox: 0.0947, s0.loss_mask: 0.1936, s1.loss_cls: 0.0757, s1.acc: 94.5734, s1.loss_bbox: 0.1047, s1.loss_mask: 0.0915, s2.loss_cls: 0.0386, s2.acc: 94.3494, s2.loss_bbox: 0.0658, s2.loss_mask: 0.0432, loss: 1.0943 2022-06-06 15:34:45,921 - mmdet - INFO - Epoch [14][4900/7330] lr: 1.000e-04, eta: 2 days, 18:54:16, time: 1.506, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0289, loss_semantic_seg: 0.1840, s0.loss_cls: 0.1739, s0.acc: 93.8022, s0.loss_bbox: 0.0972, s0.loss_mask: 0.2009, s1.loss_cls: 0.0821, s1.acc: 94.2492, s1.loss_bbox: 0.1049, s1.loss_mask: 0.0941, s2.loss_cls: 0.0423, s2.acc: 93.7665, s2.loss_bbox: 0.0670, s2.loss_mask: 0.0441, loss: 1.1419 2022-06-06 15:35:59,244 - mmdet - INFO - Epoch [14][4950/7330] lr: 1.000e-04, eta: 2 days, 18:53:02, time: 1.466, data_time: 0.012, memory: 64799, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0252, loss_semantic_seg: 0.1814, s0.loss_cls: 0.1651, s0.acc: 94.1560, s0.loss_bbox: 0.0910, s0.loss_mask: 0.1931, s1.loss_cls: 0.0760, s1.acc: 94.6154, s1.loss_bbox: 0.1017, s1.loss_mask: 0.0904, s2.loss_cls: 0.0387, s2.acc: 94.3933, s2.loss_bbox: 0.0653, s2.loss_mask: 0.0426, loss: 1.0920 2022-06-06 15:37:12,636 - mmdet - INFO - Epoch [14][5000/7330] lr: 1.000e-04, eta: 2 days, 18:51:49, time: 1.468, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0300, loss_semantic_seg: 0.1867, s0.loss_cls: 0.1675, s0.acc: 93.9922, s0.loss_bbox: 0.0943, s0.loss_mask: 0.1986, s1.loss_cls: 0.0771, s1.acc: 94.5278, s1.loss_bbox: 0.1034, s1.loss_mask: 0.0934, s2.loss_cls: 0.0400, s2.acc: 94.2506, s2.loss_bbox: 0.0659, s2.loss_mask: 0.0434, loss: 1.1219 2022-06-06 15:38:26,111 - mmdet - INFO - Epoch [14][5050/7330] lr: 1.000e-04, eta: 2 days, 18:50:35, time: 1.470, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0305, loss_semantic_seg: 0.1824, s0.loss_cls: 0.1728, s0.acc: 93.7876, s0.loss_bbox: 0.1001, s0.loss_mask: 0.2044, s1.loss_cls: 0.0802, s1.acc: 94.3031, s1.loss_bbox: 0.1058, s1.loss_mask: 0.0956, s2.loss_cls: 0.0404, s2.acc: 94.1742, s2.loss_bbox: 0.0668, s2.loss_mask: 0.0448, loss: 1.1495 2022-06-06 15:39:39,656 - mmdet - INFO - Epoch [14][5100/7330] lr: 1.000e-04, eta: 2 days, 18:49:21, time: 1.471, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0280, loss_semantic_seg: 0.1800, s0.loss_cls: 0.1606, s0.acc: 94.1865, s0.loss_bbox: 0.0907, s0.loss_mask: 0.1947, s1.loss_cls: 0.0743, s1.acc: 94.6201, s1.loss_bbox: 0.0993, s1.loss_mask: 0.0911, s2.loss_cls: 0.0377, s2.acc: 94.3534, s2.loss_bbox: 0.0640, s2.loss_mask: 0.0430, loss: 1.0858 2022-06-06 15:40:53,849 - mmdet - INFO - Epoch [14][5150/7330] lr: 1.000e-04, eta: 2 days, 18:48:09, time: 1.484, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0233, loss_rpn_bbox: 0.0304, loss_semantic_seg: 0.1777, s0.loss_cls: 0.1795, s0.acc: 93.5300, s0.loss_bbox: 0.1019, s0.loss_mask: 0.2002, s1.loss_cls: 0.0834, s1.acc: 94.0046, s1.loss_bbox: 0.1059, s1.loss_mask: 0.0933, s2.loss_cls: 0.0425, s2.acc: 93.6855, s2.loss_bbox: 0.0676, s2.loss_mask: 0.0434, loss: 1.1492 2022-06-06 15:42:06,260 - mmdet - INFO - Epoch [14][5200/7330] lr: 1.000e-04, eta: 2 days, 18:46:53, time: 1.449, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0238, loss_rpn_bbox: 0.0282, loss_semantic_seg: 0.1848, s0.loss_cls: 0.1745, s0.acc: 93.7349, s0.loss_bbox: 0.0990, s0.loss_mask: 0.2038, s1.loss_cls: 0.0825, s1.acc: 93.9753, s1.loss_bbox: 0.1082, s1.loss_mask: 0.0965, s2.loss_cls: 0.0421, s2.acc: 93.7040, s2.loss_bbox: 0.0678, s2.loss_mask: 0.0450, loss: 1.1562 2022-06-06 15:43:19,394 - mmdet - INFO - Epoch [14][5250/7330] lr: 1.000e-04, eta: 2 days, 18:45:39, time: 1.461, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0282, loss_semantic_seg: 0.1798, s0.loss_cls: 0.1720, s0.acc: 93.8918, s0.loss_bbox: 0.0952, s0.loss_mask: 0.1959, s1.loss_cls: 0.0806, s1.acc: 94.3959, s1.loss_bbox: 0.1045, s1.loss_mask: 0.0921, s2.loss_cls: 0.0405, s2.acc: 94.1537, s2.loss_bbox: 0.0677, s2.loss_mask: 0.0434, loss: 1.1201 2022-06-06 15:44:33,233 - mmdet - INFO - Epoch [14][5300/7330] lr: 1.000e-04, eta: 2 days, 18:44:26, time: 1.477, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0298, loss_semantic_seg: 0.1824, s0.loss_cls: 0.1815, s0.acc: 93.3732, s0.loss_bbox: 0.1009, s0.loss_mask: 0.2021, s1.loss_cls: 0.0864, s1.acc: 93.6784, s1.loss_bbox: 0.1107, s1.loss_mask: 0.0946, s2.loss_cls: 0.0434, s2.acc: 93.5592, s2.loss_bbox: 0.0702, s2.loss_mask: 0.0443, loss: 1.1691 2022-06-06 15:45:46,148 - mmdet - INFO - Epoch [14][5350/7330] lr: 1.000e-04, eta: 2 days, 18:43:11, time: 1.460, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0272, loss_semantic_seg: 0.1766, s0.loss_cls: 0.1730, s0.acc: 93.7839, s0.loss_bbox: 0.0990, s0.loss_mask: 0.1988, s1.loss_cls: 0.0817, s1.acc: 94.1550, s1.loss_bbox: 0.1076, s1.loss_mask: 0.0931, s2.loss_cls: 0.0420, s2.acc: 93.7891, s2.loss_bbox: 0.0679, s2.loss_mask: 0.0444, loss: 1.1319 2022-06-06 15:46:59,875 - mmdet - INFO - Epoch [14][5400/7330] lr: 1.000e-04, eta: 2 days, 18:41:58, time: 1.475, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0284, loss_semantic_seg: 0.1791, s0.loss_cls: 0.1737, s0.acc: 93.7930, s0.loss_bbox: 0.0975, s0.loss_mask: 0.2013, s1.loss_cls: 0.0806, s1.acc: 94.2685, s1.loss_bbox: 0.1060, s1.loss_mask: 0.0948, s2.loss_cls: 0.0412, s2.acc: 94.0266, s2.loss_bbox: 0.0670, s2.loss_mask: 0.0447, loss: 1.1359 2022-06-06 15:48:13,845 - mmdet - INFO - Epoch [14][5450/7330] lr: 1.000e-04, eta: 2 days, 18:40:45, time: 1.480, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0314, loss_semantic_seg: 0.1781, s0.loss_cls: 0.1756, s0.acc: 93.5752, s0.loss_bbox: 0.1026, s0.loss_mask: 0.1979, s1.loss_cls: 0.0831, s1.acc: 93.9720, s1.loss_bbox: 0.1113, s1.loss_mask: 0.0933, s2.loss_cls: 0.0421, s2.acc: 93.7536, s2.loss_bbox: 0.0705, s2.loss_mask: 0.0441, loss: 1.1535 2022-06-06 15:49:27,139 - mmdet - INFO - Epoch [14][5500/7330] lr: 1.000e-04, eta: 2 days, 18:39:31, time: 1.464, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0288, loss_semantic_seg: 0.1801, s0.loss_cls: 0.1789, s0.acc: 93.4453, s0.loss_bbox: 0.1001, s0.loss_mask: 0.1975, s1.loss_cls: 0.0843, s1.acc: 93.8458, s1.loss_bbox: 0.1109, s1.loss_mask: 0.0924, s2.loss_cls: 0.0421, s2.acc: 93.7325, s2.loss_bbox: 0.0702, s2.loss_mask: 0.0433, loss: 1.1498 2022-06-06 15:50:39,977 - mmdet - INFO - Epoch [14][5550/7330] lr: 1.000e-04, eta: 2 days, 18:38:16, time: 1.459, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0265, loss_semantic_seg: 0.1822, s0.loss_cls: 0.1669, s0.acc: 94.0383, s0.loss_bbox: 0.0908, s0.loss_mask: 0.1940, s1.loss_cls: 0.0779, s1.acc: 94.4325, s1.loss_bbox: 0.0993, s1.loss_mask: 0.0920, s2.loss_cls: 0.0393, s2.acc: 94.1980, s2.loss_bbox: 0.0655, s2.loss_mask: 0.0430, loss: 1.0995 2022-06-06 15:51:52,619 - mmdet - INFO - Epoch [14][5600/7330] lr: 1.000e-04, eta: 2 days, 18:37:01, time: 1.453, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0279, loss_semantic_seg: 0.1806, s0.loss_cls: 0.1731, s0.acc: 93.7505, s0.loss_bbox: 0.0992, s0.loss_mask: 0.1965, s1.loss_cls: 0.0812, s1.acc: 94.1409, s1.loss_bbox: 0.1086, s1.loss_mask: 0.0924, s2.loss_cls: 0.0413, s2.acc: 93.8549, s2.loss_bbox: 0.0680, s2.loss_mask: 0.0435, loss: 1.1347 2022-06-06 15:53:05,129 - mmdet - INFO - Epoch [14][5650/7330] lr: 1.000e-04, eta: 2 days, 18:35:46, time: 1.450, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0234, loss_rpn_bbox: 0.0276, loss_semantic_seg: 0.1759, s0.loss_cls: 0.1687, s0.acc: 94.0049, s0.loss_bbox: 0.0933, s0.loss_mask: 0.1948, s1.loss_cls: 0.0794, s1.acc: 94.2866, s1.loss_bbox: 0.1029, s1.loss_mask: 0.0920, s2.loss_cls: 0.0401, s2.acc: 93.9994, s2.loss_bbox: 0.0658, s2.loss_mask: 0.0431, loss: 1.1070 2022-06-06 15:54:18,166 - mmdet - INFO - Epoch [14][5700/7330] lr: 1.000e-04, eta: 2 days, 18:34:31, time: 1.461, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0270, loss_semantic_seg: 0.1775, s0.loss_cls: 0.1659, s0.acc: 93.9856, s0.loss_bbox: 0.0969, s0.loss_mask: 0.1972, s1.loss_cls: 0.0771, s1.acc: 94.4333, s1.loss_bbox: 0.1066, s1.loss_mask: 0.0934, s2.loss_cls: 0.0393, s2.acc: 94.1977, s2.loss_bbox: 0.0679, s2.loss_mask: 0.0439, loss: 1.1139 2022-06-06 15:55:31,350 - mmdet - INFO - Epoch [14][5750/7330] lr: 1.000e-04, eta: 2 days, 18:33:17, time: 1.463, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0272, loss_semantic_seg: 0.1836, s0.loss_cls: 0.1755, s0.acc: 93.5710, s0.loss_bbox: 0.1010, s0.loss_mask: 0.2008, s1.loss_cls: 0.0833, s1.acc: 94.0661, s1.loss_bbox: 0.1126, s1.loss_mask: 0.0946, s2.loss_cls: 0.0428, s2.acc: 93.7388, s2.loss_bbox: 0.0725, s2.loss_mask: 0.0446, loss: 1.1591 2022-06-06 15:56:45,678 - mmdet - INFO - Epoch [14][5800/7330] lr: 1.000e-04, eta: 2 days, 18:32:05, time: 1.487, data_time: 0.020, memory: 64799, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0312, loss_semantic_seg: 0.1926, s0.loss_cls: 0.1773, s0.acc: 93.6233, s0.loss_bbox: 0.0991, s0.loss_mask: 0.2011, s1.loss_cls: 0.0827, s1.acc: 94.0577, s1.loss_bbox: 0.1076, s1.loss_mask: 0.0946, s2.loss_cls: 0.0420, s2.acc: 93.8402, s2.loss_bbox: 0.0684, s2.loss_mask: 0.0443, loss: 1.1675 2022-06-06 15:57:58,735 - mmdet - INFO - Epoch [14][5850/7330] lr: 1.000e-04, eta: 2 days, 18:30:50, time: 1.461, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0284, loss_semantic_seg: 0.1868, s0.loss_cls: 0.1773, s0.acc: 93.6509, s0.loss_bbox: 0.0979, s0.loss_mask: 0.2016, s1.loss_cls: 0.0839, s1.acc: 94.0258, s1.loss_bbox: 0.1079, s1.loss_mask: 0.0955, s2.loss_cls: 0.0431, s2.acc: 93.6770, s2.loss_bbox: 0.0677, s2.loss_mask: 0.0453, loss: 1.1563 2022-06-06 15:59:11,283 - mmdet - INFO - Epoch [14][5900/7330] lr: 1.000e-04, eta: 2 days, 18:29:35, time: 1.450, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0271, loss_semantic_seg: 0.1750, s0.loss_cls: 0.1686, s0.acc: 93.8721, s0.loss_bbox: 0.1010, s0.loss_mask: 0.1998, s1.loss_cls: 0.0791, s1.acc: 94.2545, s1.loss_bbox: 0.1084, s1.loss_mask: 0.0929, s2.loss_cls: 0.0408, s2.acc: 94.0362, s2.loss_bbox: 0.0676, s2.loss_mask: 0.0438, loss: 1.1263 2022-06-06 16:00:24,856 - mmdet - INFO - Epoch [14][5950/7330] lr: 1.000e-04, eta: 2 days, 18:28:22, time: 1.472, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0234, loss_rpn_bbox: 0.0288, loss_semantic_seg: 0.1760, s0.loss_cls: 0.1735, s0.acc: 93.8306, s0.loss_bbox: 0.0964, s0.loss_mask: 0.2004, s1.loss_cls: 0.0802, s1.acc: 94.2888, s1.loss_bbox: 0.1047, s1.loss_mask: 0.0946, s2.loss_cls: 0.0410, s2.acc: 94.0810, s2.loss_bbox: 0.0666, s2.loss_mask: 0.0443, loss: 1.1299 2022-06-06 16:01:39,033 - mmdet - INFO - Epoch [14][6000/7330] lr: 1.000e-04, eta: 2 days, 18:27:09, time: 1.484, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0272, loss_semantic_seg: 0.1805, s0.loss_cls: 0.1761, s0.acc: 93.6938, s0.loss_bbox: 0.0963, s0.loss_mask: 0.2031, s1.loss_cls: 0.0820, s1.acc: 94.1732, s1.loss_bbox: 0.1062, s1.loss_mask: 0.0960, s2.loss_cls: 0.0417, s2.acc: 93.9970, s2.loss_bbox: 0.0682, s2.loss_mask: 0.0452, loss: 1.1425 2022-06-06 16:02:52,341 - mmdet - INFO - Epoch [14][6050/7330] lr: 1.000e-04, eta: 2 days, 18:25:55, time: 1.466, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0234, loss_rpn_bbox: 0.0280, loss_semantic_seg: 0.1843, s0.loss_cls: 0.1713, s0.acc: 93.7090, s0.loss_bbox: 0.0964, s0.loss_mask: 0.1935, s1.loss_cls: 0.0788, s1.acc: 94.2304, s1.loss_bbox: 0.1064, s1.loss_mask: 0.0913, s2.loss_cls: 0.0407, s2.acc: 94.0200, s2.loss_bbox: 0.0697, s2.loss_mask: 0.0431, loss: 1.1269 2022-06-06 16:04:05,421 - mmdet - INFO - Epoch [14][6100/7330] lr: 1.000e-04, eta: 2 days, 18:24:41, time: 1.462, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0234, loss_rpn_bbox: 0.0282, loss_semantic_seg: 0.1841, s0.loss_cls: 0.1658, s0.acc: 94.0730, s0.loss_bbox: 0.0958, s0.loss_mask: 0.2035, s1.loss_cls: 0.0767, s1.acc: 94.4347, s1.loss_bbox: 0.1040, s1.loss_mask: 0.0952, s2.loss_cls: 0.0390, s2.acc: 94.3214, s2.loss_bbox: 0.0669, s2.loss_mask: 0.0448, loss: 1.1276 2022-06-06 16:05:18,798 - mmdet - INFO - Epoch [14][6150/7330] lr: 1.000e-04, eta: 2 days, 18:23:27, time: 1.467, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0234, loss_rpn_bbox: 0.0292, loss_semantic_seg: 0.1812, s0.loss_cls: 0.1720, s0.acc: 93.7419, s0.loss_bbox: 0.0990, s0.loss_mask: 0.2047, s1.loss_cls: 0.0798, s1.acc: 94.3457, s1.loss_bbox: 0.1081, s1.loss_mask: 0.0962, s2.loss_cls: 0.0411, s2.acc: 93.9977, s2.loss_bbox: 0.0679, s2.loss_mask: 0.0447, loss: 1.1473 2022-06-06 16:06:31,841 - mmdet - INFO - Epoch [14][6200/7330] lr: 1.000e-04, eta: 2 days, 18:22:13, time: 1.461, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0294, loss_semantic_seg: 0.1759, s0.loss_cls: 0.1694, s0.acc: 93.8555, s0.loss_bbox: 0.0994, s0.loss_mask: 0.2008, s1.loss_cls: 0.0779, s1.acc: 94.3761, s1.loss_bbox: 0.1108, s1.loss_mask: 0.0939, s2.loss_cls: 0.0403, s2.acc: 94.0737, s2.loss_bbox: 0.0695, s2.loss_mask: 0.0443, loss: 1.1335 2022-06-06 16:07:44,647 - mmdet - INFO - Epoch [14][6250/7330] lr: 1.000e-04, eta: 2 days, 18:20:58, time: 1.456, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0292, loss_semantic_seg: 0.1829, s0.loss_cls: 0.1691, s0.acc: 93.8391, s0.loss_bbox: 0.0973, s0.loss_mask: 0.1968, s1.loss_cls: 0.0791, s1.acc: 94.2378, s1.loss_bbox: 0.1066, s1.loss_mask: 0.0916, s2.loss_cls: 0.0402, s2.acc: 93.9927, s2.loss_bbox: 0.0671, s2.loss_mask: 0.0435, loss: 1.1261 2022-06-06 16:08:58,696 - mmdet - INFO - Epoch [14][6300/7330] lr: 1.000e-04, eta: 2 days, 18:19:45, time: 1.481, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0293, loss_semantic_seg: 0.1907, s0.loss_cls: 0.1728, s0.acc: 93.7832, s0.loss_bbox: 0.0962, s0.loss_mask: 0.1939, s1.loss_cls: 0.0811, s1.acc: 94.2290, s1.loss_bbox: 0.1067, s1.loss_mask: 0.0924, s2.loss_cls: 0.0418, s2.acc: 93.8337, s2.loss_bbox: 0.0687, s2.loss_mask: 0.0435, loss: 1.1399 2022-06-06 16:10:12,725 - mmdet - INFO - Epoch [14][6350/7330] lr: 1.000e-04, eta: 2 days, 18:18:32, time: 1.480, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0317, loss_semantic_seg: 0.1873, s0.loss_cls: 0.1877, s0.acc: 93.2769, s0.loss_bbox: 0.1032, s0.loss_mask: 0.2028, s1.loss_cls: 0.0890, s1.acc: 93.7329, s1.loss_bbox: 0.1123, s1.loss_mask: 0.0954, s2.loss_cls: 0.0449, s2.acc: 93.5072, s2.loss_bbox: 0.0713, s2.loss_mask: 0.0446, loss: 1.1951 2022-06-06 16:11:26,766 - mmdet - INFO - Epoch [14][6400/7330] lr: 1.000e-04, eta: 2 days, 18:17:19, time: 1.481, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0291, loss_semantic_seg: 0.1787, s0.loss_cls: 0.1751, s0.acc: 93.5776, s0.loss_bbox: 0.1002, s0.loss_mask: 0.1988, s1.loss_cls: 0.0816, s1.acc: 94.0944, s1.loss_bbox: 0.1101, s1.loss_mask: 0.0937, s2.loss_cls: 0.0420, s2.acc: 93.8617, s2.loss_bbox: 0.0700, s2.loss_mask: 0.0442, loss: 1.1487 2022-06-06 16:12:40,550 - mmdet - INFO - Epoch [14][6450/7330] lr: 1.000e-04, eta: 2 days, 18:16:06, time: 1.476, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0277, loss_semantic_seg: 0.1830, s0.loss_cls: 0.1706, s0.acc: 93.8411, s0.loss_bbox: 0.0939, s0.loss_mask: 0.1967, s1.loss_cls: 0.0795, s1.acc: 94.3448, s1.loss_bbox: 0.1039, s1.loss_mask: 0.0934, s2.loss_cls: 0.0406, s2.acc: 94.1407, s2.loss_bbox: 0.0680, s2.loss_mask: 0.0442, loss: 1.1236 2022-06-06 16:13:53,630 - mmdet - INFO - Epoch [14][6500/7330] lr: 1.000e-04, eta: 2 days, 18:14:52, time: 1.460, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0280, loss_semantic_seg: 0.1851, s0.loss_cls: 0.1703, s0.acc: 94.0444, s0.loss_bbox: 0.0881, s0.loss_mask: 0.1828, s1.loss_cls: 0.0801, s1.acc: 94.4039, s1.loss_bbox: 0.0932, s1.loss_mask: 0.0861, s2.loss_cls: 0.0395, s2.acc: 94.3333, s2.loss_bbox: 0.0606, s2.loss_mask: 0.0408, loss: 1.0778 2022-06-06 16:15:07,576 - mmdet - INFO - Epoch [14][6550/7330] lr: 1.000e-04, eta: 2 days, 18:13:39, time: 1.481, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0280, loss_semantic_seg: 0.1868, s0.loss_cls: 0.1713, s0.acc: 93.8291, s0.loss_bbox: 0.0929, s0.loss_mask: 0.1942, s1.loss_cls: 0.0791, s1.acc: 94.2500, s1.loss_bbox: 0.1040, s1.loss_mask: 0.0911, s2.loss_cls: 0.0400, s2.acc: 94.1616, s2.loss_bbox: 0.0660, s2.loss_mask: 0.0430, loss: 1.1173 2022-06-06 16:16:21,046 - mmdet - INFO - Epoch [14][6600/7330] lr: 1.000e-04, eta: 2 days, 18:12:25, time: 1.469, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0241, loss_rpn_bbox: 0.0294, loss_semantic_seg: 0.1872, s0.loss_cls: 0.1666, s0.acc: 93.9519, s0.loss_bbox: 0.0933, s0.loss_mask: 0.2027, s1.loss_cls: 0.0786, s1.acc: 94.4285, s1.loss_bbox: 0.1043, s1.loss_mask: 0.0944, s2.loss_cls: 0.0401, s2.acc: 94.2653, s2.loss_bbox: 0.0674, s2.loss_mask: 0.0446, loss: 1.1329 2022-06-06 16:17:34,410 - mmdet - INFO - Epoch [14][6650/7330] lr: 1.000e-04, eta: 2 days, 18:11:11, time: 1.468, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0234, loss_rpn_bbox: 0.0298, loss_semantic_seg: 0.1844, s0.loss_cls: 0.1674, s0.acc: 94.0110, s0.loss_bbox: 0.0942, s0.loss_mask: 0.1986, s1.loss_cls: 0.0785, s1.acc: 94.2630, s1.loss_bbox: 0.1020, s1.loss_mask: 0.0926, s2.loss_cls: 0.0402, s2.acc: 94.0733, s2.loss_bbox: 0.0654, s2.loss_mask: 0.0436, loss: 1.1201 2022-06-06 16:18:47,449 - mmdet - INFO - Epoch [14][6700/7330] lr: 1.000e-04, eta: 2 days, 18:09:57, time: 1.461, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0234, loss_rpn_bbox: 0.0279, loss_semantic_seg: 0.1925, s0.loss_cls: 0.1655, s0.acc: 94.1064, s0.loss_bbox: 0.0987, s0.loss_mask: 0.1980, s1.loss_cls: 0.0768, s1.acc: 94.5297, s1.loss_bbox: 0.1090, s1.loss_mask: 0.0934, s2.loss_cls: 0.0388, s2.acc: 94.3967, s2.loss_bbox: 0.0682, s2.loss_mask: 0.0441, loss: 1.1363 2022-06-06 16:20:00,429 - mmdet - INFO - Epoch [14][6750/7330] lr: 1.000e-04, eta: 2 days, 18:08:42, time: 1.460, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0274, loss_semantic_seg: 0.1809, s0.loss_cls: 0.1706, s0.acc: 93.9417, s0.loss_bbox: 0.0958, s0.loss_mask: 0.2040, s1.loss_cls: 0.0802, s1.acc: 94.2798, s1.loss_bbox: 0.1043, s1.loss_mask: 0.0959, s2.loss_cls: 0.0397, s2.acc: 94.3214, s2.loss_bbox: 0.0655, s2.loss_mask: 0.0454, loss: 1.1327 2022-06-06 16:21:13,708 - mmdet - INFO - Epoch [14][6800/7330] lr: 1.000e-04, eta: 2 days, 18:07:28, time: 1.465, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0290, loss_semantic_seg: 0.1818, s0.loss_cls: 0.1710, s0.acc: 93.7712, s0.loss_bbox: 0.0974, s0.loss_mask: 0.2016, s1.loss_cls: 0.0798, s1.acc: 94.0987, s1.loss_bbox: 0.1052, s1.loss_mask: 0.0952, s2.loss_cls: 0.0412, s2.acc: 93.8580, s2.loss_bbox: 0.0661, s2.loss_mask: 0.0451, loss: 1.1377 2022-06-06 16:22:28,709 - mmdet - INFO - Epoch [14][6850/7330] lr: 1.000e-04, eta: 2 days, 18:06:17, time: 1.501, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0295, loss_semantic_seg: 0.1759, s0.loss_cls: 0.1745, s0.acc: 93.6716, s0.loss_bbox: 0.0952, s0.loss_mask: 0.2032, s1.loss_cls: 0.0813, s1.acc: 94.0899, s1.loss_bbox: 0.1036, s1.loss_mask: 0.0964, s2.loss_cls: 0.0412, s2.acc: 93.9503, s2.loss_bbox: 0.0675, s2.loss_mask: 0.0456, loss: 1.1377 2022-06-06 16:23:42,362 - mmdet - INFO - Epoch [14][6900/7330] lr: 1.000e-04, eta: 2 days, 18:05:03, time: 1.473, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0245, loss_rpn_bbox: 0.0279, loss_semantic_seg: 0.1756, s0.loss_cls: 0.1703, s0.acc: 93.9470, s0.loss_bbox: 0.0945, s0.loss_mask: 0.1987, s1.loss_cls: 0.0796, s1.acc: 94.2963, s1.loss_bbox: 0.1036, s1.loss_mask: 0.0931, s2.loss_cls: 0.0405, s2.acc: 93.9837, s2.loss_bbox: 0.0664, s2.loss_mask: 0.0441, loss: 1.1188 2022-06-06 16:24:56,920 - mmdet - INFO - Epoch [14][6950/7330] lr: 1.000e-04, eta: 2 days, 18:03:51, time: 1.491, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0300, loss_semantic_seg: 0.1749, s0.loss_cls: 0.1711, s0.acc: 93.6968, s0.loss_bbox: 0.1019, s0.loss_mask: 0.2024, s1.loss_cls: 0.0806, s1.acc: 94.1527, s1.loss_bbox: 0.1108, s1.loss_mask: 0.0952, s2.loss_cls: 0.0408, s2.acc: 93.9769, s2.loss_bbox: 0.0708, s2.loss_mask: 0.0449, loss: 1.1468 2022-06-06 16:26:09,490 - mmdet - INFO - Epoch [14][7000/7330] lr: 1.000e-04, eta: 2 days, 18:02:36, time: 1.452, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0259, loss_semantic_seg: 0.1804, s0.loss_cls: 0.1600, s0.acc: 94.2456, s0.loss_bbox: 0.0919, s0.loss_mask: 0.1968, s1.loss_cls: 0.0745, s1.acc: 94.6316, s1.loss_bbox: 0.1005, s1.loss_mask: 0.0924, s2.loss_cls: 0.0382, s2.acc: 94.3354, s2.loss_bbox: 0.0653, s2.loss_mask: 0.0438, loss: 1.0897 2022-06-06 16:27:22,563 - mmdet - INFO - Epoch [14][7050/7330] lr: 1.000e-04, eta: 2 days, 18:01:22, time: 1.462, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0286, loss_semantic_seg: 0.1841, s0.loss_cls: 0.1616, s0.acc: 94.2080, s0.loss_bbox: 0.0904, s0.loss_mask: 0.1931, s1.loss_cls: 0.0758, s1.acc: 94.5822, s1.loss_bbox: 0.0978, s1.loss_mask: 0.0907, s2.loss_cls: 0.0381, s2.acc: 94.4437, s2.loss_bbox: 0.0625, s2.loss_mask: 0.0429, loss: 1.0872 2022-06-06 16:28:35,000 - mmdet - INFO - Epoch [14][7100/7330] lr: 1.000e-04, eta: 2 days, 18:00:07, time: 1.449, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0279, loss_semantic_seg: 0.1793, s0.loss_cls: 0.1655, s0.acc: 93.9902, s0.loss_bbox: 0.0932, s0.loss_mask: 0.1971, s1.loss_cls: 0.0763, s1.acc: 94.4565, s1.loss_bbox: 0.1033, s1.loss_mask: 0.0936, s2.loss_cls: 0.0387, s2.acc: 94.2383, s2.loss_bbox: 0.0657, s2.loss_mask: 0.0438, loss: 1.1069 2022-06-06 16:29:47,945 - mmdet - INFO - Epoch [14][7150/7330] lr: 1.000e-04, eta: 2 days, 17:58:52, time: 1.459, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0271, loss_semantic_seg: 0.1774, s0.loss_cls: 0.1677, s0.acc: 93.8911, s0.loss_bbox: 0.0916, s0.loss_mask: 0.1998, s1.loss_cls: 0.0782, s1.acc: 94.3719, s1.loss_bbox: 0.1012, s1.loss_mask: 0.0939, s2.loss_cls: 0.0397, s2.acc: 94.1659, s2.loss_bbox: 0.0668, s2.loss_mask: 0.0446, loss: 1.1086 2022-06-06 16:31:02,343 - mmdet - INFO - Epoch [14][7200/7330] lr: 1.000e-04, eta: 2 days, 17:57:40, time: 1.488, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0249, loss_rpn_bbox: 0.0317, loss_semantic_seg: 0.1897, s0.loss_cls: 0.1860, s0.acc: 93.4800, s0.loss_bbox: 0.1006, s0.loss_mask: 0.2052, s1.loss_cls: 0.0869, s1.acc: 93.9773, s1.loss_bbox: 0.1099, s1.loss_mask: 0.0968, s2.loss_cls: 0.0436, s2.acc: 93.8059, s2.loss_bbox: 0.0682, s2.loss_mask: 0.0454, loss: 1.1890 2022-06-06 16:32:14,955 - mmdet - INFO - Epoch [14][7250/7330] lr: 1.000e-04, eta: 2 days, 17:56:25, time: 1.452, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0253, loss_semantic_seg: 0.1815, s0.loss_cls: 0.1636, s0.acc: 94.1296, s0.loss_bbox: 0.0916, s0.loss_mask: 0.1981, s1.loss_cls: 0.0771, s1.acc: 94.4853, s1.loss_bbox: 0.1021, s1.loss_mask: 0.0933, s2.loss_cls: 0.0399, s2.acc: 94.2168, s2.loss_bbox: 0.0644, s2.loss_mask: 0.0436, loss: 1.1013 2022-06-06 16:33:27,980 - mmdet - INFO - Epoch [14][7300/7330] lr: 1.000e-04, eta: 2 days, 17:55:10, time: 1.460, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0265, loss_semantic_seg: 0.1762, s0.loss_cls: 0.1624, s0.acc: 94.1621, s0.loss_bbox: 0.0927, s0.loss_mask: 0.1933, s1.loss_cls: 0.0744, s1.acc: 94.6068, s1.loss_bbox: 0.1006, s1.loss_mask: 0.0915, s2.loss_cls: 0.0378, s2.acc: 94.4211, s2.loss_bbox: 0.0646, s2.loss_mask: 0.0430, loss: 1.0846 2022-06-06 16:34:26,951 - mmdet - INFO - Saving checkpoint at 14 epochs 2022-06-06 16:38:57,160 - mmdet - INFO - Evaluating bbox... 2022-06-06 16:39:45,791 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.554 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.741 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.614 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.412 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.595 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.682 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.724 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.724 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.724 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.587 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.766 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.852 2022-06-06 16:39:45,806 - mmdet - INFO - Evaluating segm... 2022-06-06 16:40:40,310 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.484 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.721 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.531 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.298 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.518 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.659 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 ] = 0.480 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 ] = 0.769 2022-06-06 16:40:41,281 - mmdet - INFO - Exp name: htc++_beit_adapter_v2_large_fpn_3x_coco.py 2022-06-06 16:40:41,282 - mmdet - INFO - Epoch(val) [14][313] bbox_mAP: 0.5540, bbox_mAP_50: 0.7410, bbox_mAP_75: 0.6140, bbox_mAP_s: 0.4120, bbox_mAP_m: 0.5950, bbox_mAP_l: 0.6820, bbox_mAP_copypaste: 0.554 0.741 0.614 0.412 0.595 0.682, segm_mAP: 0.4840, segm_mAP_50: 0.7210, segm_mAP_75: 0.5310, segm_mAP_s: 0.2980, segm_mAP_m: 0.5180, segm_mAP_l: 0.6590, segm_mAP_copypaste: 0.484 0.721 0.531 0.298 0.518 0.659 2022-06-06 16:45:20,497 - mmdet - INFO - Epoch [15][50/7330] lr: 1.000e-04, eta: 2 days, 17:57:26, time: 5.584, data_time: 4.097, memory: 64799, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0288, loss_semantic_seg: 0.1787, s0.loss_cls: 0.1641, s0.acc: 94.0920, s0.loss_bbox: 0.0924, s0.loss_mask: 0.1952, s1.loss_cls: 0.0755, s1.acc: 94.6682, s1.loss_bbox: 0.1022, s1.loss_mask: 0.0914, s2.loss_cls: 0.0380, s2.acc: 94.4086, s2.loss_bbox: 0.0642, s2.loss_mask: 0.0430, loss: 1.0948 2022-06-06 16:46:34,476 - mmdet - INFO - Epoch [15][100/7330] lr: 1.000e-04, eta: 2 days, 17:56:13, time: 1.480, data_time: 0.021, memory: 64799, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0275, loss_semantic_seg: 0.1789, s0.loss_cls: 0.1639, s0.acc: 94.0605, s0.loss_bbox: 0.0921, s0.loss_mask: 0.1927, s1.loss_cls: 0.0758, s1.acc: 94.4801, s1.loss_bbox: 0.1019, s1.loss_mask: 0.0907, s2.loss_cls: 0.0389, s2.acc: 94.2959, s2.loss_bbox: 0.0651, s2.loss_mask: 0.0427, loss: 1.0928 2022-06-06 16:47:47,586 - mmdet - INFO - Epoch [15][150/7330] lr: 1.000e-04, eta: 2 days, 17:54:58, time: 1.462, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0189, loss_rpn_bbox: 0.0258, loss_semantic_seg: 0.1754, s0.loss_cls: 0.1567, s0.acc: 94.2898, s0.loss_bbox: 0.0903, s0.loss_mask: 0.1900, s1.loss_cls: 0.0723, s1.acc: 94.8034, s1.loss_bbox: 0.1014, s1.loss_mask: 0.0894, s2.loss_cls: 0.0369, s2.acc: 94.5805, s2.loss_bbox: 0.0666, s2.loss_mask: 0.0423, loss: 1.0658 2022-06-06 16:49:01,226 - mmdet - INFO - Epoch [15][200/7330] lr: 1.000e-04, eta: 2 days, 17:53:45, time: 1.473, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0275, loss_semantic_seg: 0.1817, s0.loss_cls: 0.1674, s0.acc: 93.8682, s0.loss_bbox: 0.0940, s0.loss_mask: 0.1929, s1.loss_cls: 0.0777, s1.acc: 94.3240, s1.loss_bbox: 0.1023, s1.loss_mask: 0.0907, s2.loss_cls: 0.0392, s2.acc: 94.2078, s2.loss_bbox: 0.0665, s2.loss_mask: 0.0436, loss: 1.1031 2022-06-06 16:50:14,752 - mmdet - INFO - Epoch [15][250/7330] lr: 1.000e-04, eta: 2 days, 17:52:31, time: 1.471, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0279, loss_semantic_seg: 0.1724, s0.loss_cls: 0.1677, s0.acc: 93.9500, s0.loss_bbox: 0.0948, s0.loss_mask: 0.1938, s1.loss_cls: 0.0783, s1.acc: 94.3752, s1.loss_bbox: 0.1013, s1.loss_mask: 0.0907, s2.loss_cls: 0.0396, s2.acc: 94.2532, s2.loss_bbox: 0.0648, s2.loss_mask: 0.0426, loss: 1.0950 2022-06-06 16:51:28,298 - mmdet - INFO - Epoch [15][300/7330] lr: 1.000e-04, eta: 2 days, 17:51:17, time: 1.471, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0268, loss_semantic_seg: 0.1811, s0.loss_cls: 0.1703, s0.acc: 93.7639, s0.loss_bbox: 0.0951, s0.loss_mask: 0.1976, s1.loss_cls: 0.0791, s1.acc: 94.3120, s1.loss_bbox: 0.1032, s1.loss_mask: 0.0926, s2.loss_cls: 0.0399, s2.acc: 94.0822, s2.loss_bbox: 0.0651, s2.loss_mask: 0.0435, loss: 1.1165 2022-06-06 16:52:42,014 - mmdet - INFO - Epoch [15][350/7330] lr: 1.000e-04, eta: 2 days, 17:50:04, time: 1.474, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0238, loss_rpn_bbox: 0.0289, loss_semantic_seg: 0.1815, s0.loss_cls: 0.1703, s0.acc: 93.9871, s0.loss_bbox: 0.0941, s0.loss_mask: 0.1972, s1.loss_cls: 0.0798, s1.acc: 94.3621, s1.loss_bbox: 0.1043, s1.loss_mask: 0.0934, s2.loss_cls: 0.0401, s2.acc: 94.2232, s2.loss_bbox: 0.0676, s2.loss_mask: 0.0441, loss: 1.1250 2022-06-06 16:53:56,026 - mmdet - INFO - Epoch [15][400/7330] lr: 1.000e-04, eta: 2 days, 17:48:51, time: 1.481, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0274, loss_semantic_seg: 0.1779, s0.loss_cls: 0.1560, s0.acc: 94.3218, s0.loss_bbox: 0.0892, s0.loss_mask: 0.1855, s1.loss_cls: 0.0732, s1.acc: 94.7365, s1.loss_bbox: 0.0970, s1.loss_mask: 0.0864, s2.loss_cls: 0.0369, s2.acc: 94.5787, s2.loss_bbox: 0.0628, s2.loss_mask: 0.0405, loss: 1.0524 2022-06-06 16:55:09,226 - mmdet - INFO - Epoch [15][450/7330] lr: 1.000e-04, eta: 2 days, 17:47:36, time: 1.464, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0265, loss_semantic_seg: 0.1743, s0.loss_cls: 0.1627, s0.acc: 94.0473, s0.loss_bbox: 0.0943, s0.loss_mask: 0.1974, s1.loss_cls: 0.0758, s1.acc: 94.5134, s1.loss_bbox: 0.1021, s1.loss_mask: 0.0927, s2.loss_cls: 0.0380, s2.acc: 94.3480, s2.loss_bbox: 0.0654, s2.loss_mask: 0.0437, loss: 1.0954 2022-06-06 16:56:23,115 - mmdet - INFO - Epoch [15][500/7330] lr: 1.000e-04, eta: 2 days, 17:46:23, time: 1.478, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0282, loss_semantic_seg: 0.1718, s0.loss_cls: 0.1756, s0.acc: 93.5745, s0.loss_bbox: 0.0991, s0.loss_mask: 0.1984, s1.loss_cls: 0.0805, s1.acc: 94.1046, s1.loss_bbox: 0.1083, s1.loss_mask: 0.0928, s2.loss_cls: 0.0406, s2.acc: 93.8781, s2.loss_bbox: 0.0697, s2.loss_mask: 0.0434, loss: 1.1324 2022-06-06 16:57:36,512 - mmdet - INFO - Epoch [15][550/7330] lr: 1.000e-04, eta: 2 days, 17:45:09, time: 1.468, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0285, loss_semantic_seg: 0.1817, s0.loss_cls: 0.1739, s0.acc: 93.8042, s0.loss_bbox: 0.0995, s0.loss_mask: 0.2035, s1.loss_cls: 0.0810, s1.acc: 94.2870, s1.loss_bbox: 0.1093, s1.loss_mask: 0.0962, s2.loss_cls: 0.0416, s2.acc: 93.9440, s2.loss_bbox: 0.0699, s2.loss_mask: 0.0456, loss: 1.1538 2022-06-06 16:58:50,774 - mmdet - INFO - Epoch [15][600/7330] lr: 1.000e-04, eta: 2 days, 17:43:56, time: 1.485, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0289, loss_semantic_seg: 0.1736, s0.loss_cls: 0.1772, s0.acc: 93.4890, s0.loss_bbox: 0.0972, s0.loss_mask: 0.2017, s1.loss_cls: 0.0831, s1.acc: 94.0323, s1.loss_bbox: 0.1074, s1.loss_mask: 0.0947, s2.loss_cls: 0.0420, s2.acc: 93.7872, s2.loss_bbox: 0.0682, s2.loss_mask: 0.0445, loss: 1.1407 2022-06-06 17:00:03,334 - mmdet - INFO - Epoch [15][650/7330] lr: 1.000e-04, eta: 2 days, 17:42:41, time: 1.451, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0274, loss_semantic_seg: 0.1748, s0.loss_cls: 0.1601, s0.acc: 94.2083, s0.loss_bbox: 0.0941, s0.loss_mask: 0.1959, s1.loss_cls: 0.0732, s1.acc: 94.7251, s1.loss_bbox: 0.1023, s1.loss_mask: 0.0916, s2.loss_cls: 0.0368, s2.acc: 94.4929, s2.loss_bbox: 0.0647, s2.loss_mask: 0.0429, loss: 1.0858 2022-06-06 17:01:16,235 - mmdet - INFO - Epoch [15][700/7330] lr: 1.000e-04, eta: 2 days, 17:41:26, time: 1.458, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0286, loss_semantic_seg: 0.1766, s0.loss_cls: 0.1664, s0.acc: 93.9429, s0.loss_bbox: 0.0948, s0.loss_mask: 0.1963, s1.loss_cls: 0.0775, s1.acc: 94.3736, s1.loss_bbox: 0.1050, s1.loss_mask: 0.0925, s2.loss_cls: 0.0394, s2.acc: 94.1037, s2.loss_bbox: 0.0689, s2.loss_mask: 0.0437, loss: 1.1110 2022-06-06 17:02:29,572 - mmdet - INFO - Epoch [15][750/7330] lr: 1.000e-04, eta: 2 days, 17:40:12, time: 1.466, data_time: 0.022, memory: 64799, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0286, loss_semantic_seg: 0.1779, s0.loss_cls: 0.1643, s0.acc: 94.0527, s0.loss_bbox: 0.0940, s0.loss_mask: 0.1948, s1.loss_cls: 0.0758, s1.acc: 94.5102, s1.loss_bbox: 0.1050, s1.loss_mask: 0.0915, s2.loss_cls: 0.0387, s2.acc: 94.2680, s2.loss_bbox: 0.0679, s2.loss_mask: 0.0432, loss: 1.1047 2022-06-06 17:03:41,814 - mmdet - INFO - Epoch [15][800/7330] lr: 1.000e-04, eta: 2 days, 17:38:56, time: 1.445, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0194, loss_rpn_bbox: 0.0288, loss_semantic_seg: 0.1729, s0.loss_cls: 0.1592, s0.acc: 94.1729, s0.loss_bbox: 0.0924, s0.loss_mask: 0.1928, s1.loss_cls: 0.0729, s1.acc: 94.6621, s1.loss_bbox: 0.1000, s1.loss_mask: 0.0904, s2.loss_cls: 0.0371, s2.acc: 94.4842, s2.loss_bbox: 0.0646, s2.loss_mask: 0.0424, loss: 1.0729 2022-06-06 17:04:55,462 - mmdet - INFO - Epoch [15][850/7330] lr: 1.000e-04, eta: 2 days, 17:37:43, time: 1.473, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0288, loss_semantic_seg: 0.1746, s0.loss_cls: 0.1702, s0.acc: 93.9114, s0.loss_bbox: 0.0967, s0.loss_mask: 0.2030, s1.loss_cls: 0.0789, s1.acc: 94.3908, s1.loss_bbox: 0.1029, s1.loss_mask: 0.0944, s2.loss_cls: 0.0396, s2.acc: 94.1836, s2.loss_bbox: 0.0651, s2.loss_mask: 0.0444, loss: 1.1214 2022-06-06 17:06:10,023 - mmdet - INFO - Epoch [15][900/7330] lr: 1.000e-04, eta: 2 days, 17:36:30, time: 1.491, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0275, loss_semantic_seg: 0.1691, s0.loss_cls: 0.1626, s0.acc: 94.1382, s0.loss_bbox: 0.0949, s0.loss_mask: 0.1920, s1.loss_cls: 0.0750, s1.acc: 94.6206, s1.loss_bbox: 0.1044, s1.loss_mask: 0.0906, s2.loss_cls: 0.0387, s2.acc: 94.4010, s2.loss_bbox: 0.0663, s2.loss_mask: 0.0425, loss: 1.0866 2022-06-06 17:07:23,778 - mmdet - INFO - Epoch [15][950/7330] lr: 1.000e-04, eta: 2 days, 17:35:17, time: 1.475, data_time: 0.020, memory: 64799, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0288, loss_semantic_seg: 0.1891, s0.loss_cls: 0.1727, s0.acc: 93.7517, s0.loss_bbox: 0.0987, s0.loss_mask: 0.2035, s1.loss_cls: 0.0803, s1.acc: 94.1977, s1.loss_bbox: 0.1083, s1.loss_mask: 0.0953, s2.loss_cls: 0.0405, s2.acc: 93.9557, s2.loss_bbox: 0.0693, s2.loss_mask: 0.0448, loss: 1.1528 2022-06-06 17:08:38,317 - mmdet - INFO - Epoch [15][1000/7330] lr: 1.000e-04, eta: 2 days, 17:34:04, time: 1.489, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0332, loss_semantic_seg: 0.1732, s0.loss_cls: 0.1844, s0.acc: 93.3298, s0.loss_bbox: 0.1052, s0.loss_mask: 0.2034, s1.loss_cls: 0.0860, s1.acc: 93.7040, s1.loss_bbox: 0.1101, s1.loss_mask: 0.0941, s2.loss_cls: 0.0430, s2.acc: 93.5867, s2.loss_bbox: 0.0692, s2.loss_mask: 0.0439, loss: 1.1705 2022-06-06 17:09:52,142 - mmdet - INFO - Epoch [15][1050/7330] lr: 1.000e-04, eta: 2 days, 17:32:51, time: 1.479, data_time: 0.020, memory: 64799, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0278, loss_semantic_seg: 0.1737, s0.loss_cls: 0.1652, s0.acc: 93.9878, s0.loss_bbox: 0.0950, s0.loss_mask: 0.1938, s1.loss_cls: 0.0752, s1.acc: 94.5212, s1.loss_bbox: 0.1052, s1.loss_mask: 0.0909, s2.loss_cls: 0.0384, s2.acc: 94.2492, s2.loss_bbox: 0.0674, s2.loss_mask: 0.0429, loss: 1.0964 2022-06-06 17:11:06,417 - mmdet - INFO - Epoch [15][1100/7330] lr: 1.000e-04, eta: 2 days, 17:31:39, time: 1.485, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0291, loss_semantic_seg: 0.1771, s0.loss_cls: 0.1734, s0.acc: 93.7166, s0.loss_bbox: 0.0966, s0.loss_mask: 0.1961, s1.loss_cls: 0.0807, s1.acc: 94.1547, s1.loss_bbox: 0.1041, s1.loss_mask: 0.0921, s2.loss_cls: 0.0406, s2.acc: 94.1617, s2.loss_bbox: 0.0663, s2.loss_mask: 0.0434, loss: 1.1204 2022-06-06 17:12:19,121 - mmdet - INFO - Epoch [15][1150/7330] lr: 1.000e-04, eta: 2 days, 17:30:23, time: 1.454, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0277, loss_semantic_seg: 0.1798, s0.loss_cls: 0.1718, s0.acc: 93.6731, s0.loss_bbox: 0.0960, s0.loss_mask: 0.2012, s1.loss_cls: 0.0804, s1.acc: 94.1661, s1.loss_bbox: 0.1028, s1.loss_mask: 0.0945, s2.loss_cls: 0.0407, s2.acc: 94.0441, s2.loss_bbox: 0.0653, s2.loss_mask: 0.0443, loss: 1.1276 2022-06-06 17:13:31,837 - mmdet - INFO - Epoch [15][1200/7330] lr: 1.000e-04, eta: 2 days, 17:29:08, time: 1.454, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0279, loss_semantic_seg: 0.1887, s0.loss_cls: 0.1654, s0.acc: 94.0090, s0.loss_bbox: 0.0959, s0.loss_mask: 0.1914, s1.loss_cls: 0.0769, s1.acc: 94.5083, s1.loss_bbox: 0.1045, s1.loss_mask: 0.0901, s2.loss_cls: 0.0389, s2.acc: 94.2942, s2.loss_bbox: 0.0659, s2.loss_mask: 0.0425, loss: 1.1094 2022-06-06 17:14:46,491 - mmdet - INFO - Epoch [15][1250/7330] lr: 1.000e-04, eta: 2 days, 17:27:56, time: 1.493, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0281, loss_semantic_seg: 0.1741, s0.loss_cls: 0.1693, s0.acc: 93.8416, s0.loss_bbox: 0.0994, s0.loss_mask: 0.2047, s1.loss_cls: 0.0785, s1.acc: 94.3461, s1.loss_bbox: 0.1073, s1.loss_mask: 0.0965, s2.loss_cls: 0.0398, s2.acc: 94.0584, s2.loss_bbox: 0.0687, s2.loss_mask: 0.0453, loss: 1.1365 2022-06-06 17:16:00,403 - mmdet - INFO - Epoch [15][1300/7330] lr: 1.000e-04, eta: 2 days, 17:26:43, time: 1.478, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0264, loss_semantic_seg: 0.1768, s0.loss_cls: 0.1621, s0.acc: 94.0918, s0.loss_bbox: 0.0923, s0.loss_mask: 0.1952, s1.loss_cls: 0.0741, s1.acc: 94.5974, s1.loss_bbox: 0.1016, s1.loss_mask: 0.0923, s2.loss_cls: 0.0377, s2.acc: 94.4326, s2.loss_bbox: 0.0656, s2.loss_mask: 0.0438, loss: 1.0888 2022-06-06 17:17:14,574 - mmdet - INFO - Epoch [15][1350/7330] lr: 1.000e-04, eta: 2 days, 17:25:30, time: 1.483, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0249, loss_semantic_seg: 0.1737, s0.loss_cls: 0.1675, s0.acc: 93.9268, s0.loss_bbox: 0.0951, s0.loss_mask: 0.2010, s1.loss_cls: 0.0768, s1.acc: 94.4907, s1.loss_bbox: 0.1027, s1.loss_mask: 0.0950, s2.loss_cls: 0.0390, s2.acc: 94.2973, s2.loss_bbox: 0.0650, s2.loss_mask: 0.0449, loss: 1.1079 2022-06-06 17:18:27,960 - mmdet - INFO - Epoch [15][1400/7330] lr: 1.000e-04, eta: 2 days, 17:24:16, time: 1.468, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0263, loss_semantic_seg: 0.1748, s0.loss_cls: 0.1671, s0.acc: 94.0332, s0.loss_bbox: 0.0917, s0.loss_mask: 0.1923, s1.loss_cls: 0.0764, s1.acc: 94.5588, s1.loss_bbox: 0.1019, s1.loss_mask: 0.0903, s2.loss_cls: 0.0389, s2.acc: 94.3505, s2.loss_bbox: 0.0667, s2.loss_mask: 0.0426, loss: 1.0895 2022-06-06 17:19:40,839 - mmdet - INFO - Epoch [15][1450/7330] lr: 1.000e-04, eta: 2 days, 17:23:01, time: 1.457, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0261, loss_semantic_seg: 0.1767, s0.loss_cls: 0.1655, s0.acc: 94.0010, s0.loss_bbox: 0.0957, s0.loss_mask: 0.1937, s1.loss_cls: 0.0774, s1.acc: 94.4195, s1.loss_bbox: 0.1055, s1.loss_mask: 0.0914, s2.loss_cls: 0.0397, s2.acc: 94.1148, s2.loss_bbox: 0.0650, s2.loss_mask: 0.0431, loss: 1.1012 2022-06-06 17:20:55,151 - mmdet - INFO - Epoch [15][1500/7330] lr: 1.000e-04, eta: 2 days, 17:21:49, time: 1.485, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0273, loss_semantic_seg: 0.1713, s0.loss_cls: 0.1611, s0.acc: 94.1204, s0.loss_bbox: 0.0925, s0.loss_mask: 0.1939, s1.loss_cls: 0.0749, s1.acc: 94.5900, s1.loss_bbox: 0.1001, s1.loss_mask: 0.0911, s2.loss_cls: 0.0379, s2.acc: 94.4032, s2.loss_bbox: 0.0626, s2.loss_mask: 0.0428, loss: 1.0764 2022-06-06 17:22:08,445 - mmdet - INFO - Epoch [15][1550/7330] lr: 1.000e-04, eta: 2 days, 17:20:35, time: 1.467, data_time: 0.022, memory: 64799, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0284, loss_semantic_seg: 0.1774, s0.loss_cls: 0.1653, s0.acc: 94.0144, s0.loss_bbox: 0.0925, s0.loss_mask: 0.1972, s1.loss_cls: 0.0756, s1.acc: 94.4765, s1.loss_bbox: 0.1024, s1.loss_mask: 0.0917, s2.loss_cls: 0.0389, s2.acc: 94.1520, s2.loss_bbox: 0.0664, s2.loss_mask: 0.0431, loss: 1.1019 2022-06-06 17:23:21,996 - mmdet - INFO - Epoch [15][1600/7330] lr: 1.000e-04, eta: 2 days, 17:19:21, time: 1.471, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0266, loss_semantic_seg: 0.1781, s0.loss_cls: 0.1572, s0.acc: 94.3005, s0.loss_bbox: 0.0899, s0.loss_mask: 0.1944, s1.loss_cls: 0.0726, s1.acc: 94.7859, s1.loss_bbox: 0.0983, s1.loss_mask: 0.0910, s2.loss_cls: 0.0364, s2.acc: 94.6815, s2.loss_bbox: 0.0641, s2.loss_mask: 0.0430, loss: 1.0713 2022-06-06 17:24:36,251 - mmdet - INFO - Epoch [15][1650/7330] lr: 1.000e-04, eta: 2 days, 17:18:08, time: 1.484, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0311, loss_semantic_seg: 0.1832, s0.loss_cls: 0.1701, s0.acc: 93.8025, s0.loss_bbox: 0.0947, s0.loss_mask: 0.2000, s1.loss_cls: 0.0802, s1.acc: 94.0419, s1.loss_bbox: 0.1048, s1.loss_mask: 0.0943, s2.loss_cls: 0.0406, s2.acc: 93.9013, s2.loss_bbox: 0.0670, s2.loss_mask: 0.0443, loss: 1.1323 2022-06-06 17:25:50,903 - mmdet - INFO - Epoch [15][1700/7330] lr: 1.000e-04, eta: 2 days, 17:16:56, time: 1.493, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0303, loss_semantic_seg: 0.1796, s0.loss_cls: 0.1713, s0.acc: 93.7900, s0.loss_bbox: 0.0938, s0.loss_mask: 0.1980, s1.loss_cls: 0.0805, s1.acc: 94.1863, s1.loss_bbox: 0.1037, s1.loss_mask: 0.0929, s2.loss_cls: 0.0416, s2.acc: 93.9291, s2.loss_bbox: 0.0672, s2.loss_mask: 0.0436, loss: 1.1277 2022-06-06 17:27:04,898 - mmdet - INFO - Epoch [15][1750/7330] lr: 1.000e-04, eta: 2 days, 17:15:43, time: 1.481, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0282, loss_semantic_seg: 0.1831, s0.loss_cls: 0.1681, s0.acc: 93.8977, s0.loss_bbox: 0.0965, s0.loss_mask: 0.1993, s1.loss_cls: 0.0787, s1.acc: 94.2395, s1.loss_bbox: 0.1062, s1.loss_mask: 0.0942, s2.loss_cls: 0.0404, s2.acc: 93.9722, s2.loss_bbox: 0.0675, s2.loss_mask: 0.0441, loss: 1.1315 2022-06-06 17:28:18,488 - mmdet - INFO - Epoch [15][1800/7330] lr: 1.000e-04, eta: 2 days, 17:14:29, time: 1.472, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0283, loss_semantic_seg: 0.1794, s0.loss_cls: 0.1691, s0.acc: 93.8462, s0.loss_bbox: 0.0944, s0.loss_mask: 0.1895, s1.loss_cls: 0.0801, s1.acc: 94.2041, s1.loss_bbox: 0.1033, s1.loss_mask: 0.0889, s2.loss_cls: 0.0408, s2.acc: 93.9809, s2.loss_bbox: 0.0662, s2.loss_mask: 0.0420, loss: 1.1044 2022-06-06 17:29:33,384 - mmdet - INFO - Epoch [15][1850/7330] lr: 1.000e-04, eta: 2 days, 17:13:17, time: 1.498, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0281, loss_semantic_seg: 0.1816, s0.loss_cls: 0.1720, s0.acc: 93.8052, s0.loss_bbox: 0.0945, s0.loss_mask: 0.1959, s1.loss_cls: 0.0801, s1.acc: 94.1850, s1.loss_bbox: 0.1045, s1.loss_mask: 0.0923, s2.loss_cls: 0.0415, s2.acc: 93.8152, s2.loss_bbox: 0.0664, s2.loss_mask: 0.0439, loss: 1.1234 2022-06-06 17:30:47,954 - mmdet - INFO - Epoch [15][1900/7330] lr: 1.000e-04, eta: 2 days, 17:12:05, time: 1.491, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0287, loss_semantic_seg: 0.1761, s0.loss_cls: 0.1661, s0.acc: 94.0203, s0.loss_bbox: 0.0957, s0.loss_mask: 0.1977, s1.loss_cls: 0.0771, s1.acc: 94.4696, s1.loss_bbox: 0.1029, s1.loss_mask: 0.0927, s2.loss_cls: 0.0387, s2.acc: 94.2394, s2.loss_bbox: 0.0668, s2.loss_mask: 0.0435, loss: 1.1101 2022-06-06 17:32:02,165 - mmdet - INFO - Epoch [15][1950/7330] lr: 1.000e-04, eta: 2 days, 17:10:52, time: 1.484, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0287, loss_semantic_seg: 0.1765, s0.loss_cls: 0.1613, s0.acc: 94.0488, s0.loss_bbox: 0.0915, s0.loss_mask: 0.1969, s1.loss_cls: 0.0750, s1.acc: 94.5327, s1.loss_bbox: 0.1015, s1.loss_mask: 0.0926, s2.loss_cls: 0.0388, s2.acc: 94.2469, s2.loss_bbox: 0.0651, s2.loss_mask: 0.0435, loss: 1.0955 2022-06-06 17:33:15,449 - mmdet - INFO - Epoch [15][2000/7330] lr: 1.000e-04, eta: 2 days, 17:09:38, time: 1.464, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0312, loss_semantic_seg: 0.1754, s0.loss_cls: 0.1734, s0.acc: 93.6113, s0.loss_bbox: 0.0967, s0.loss_mask: 0.1997, s1.loss_cls: 0.0806, s1.acc: 94.0315, s1.loss_bbox: 0.1050, s1.loss_mask: 0.0938, s2.loss_cls: 0.0413, s2.acc: 93.9204, s2.loss_bbox: 0.0673, s2.loss_mask: 0.0444, loss: 1.1319 2022-06-06 17:34:28,516 - mmdet - INFO - Epoch [15][2050/7330] lr: 1.000e-04, eta: 2 days, 17:08:24, time: 1.463, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0299, loss_semantic_seg: 0.1776, s0.loss_cls: 0.1725, s0.acc: 93.6174, s0.loss_bbox: 0.1009, s0.loss_mask: 0.2055, s1.loss_cls: 0.0819, s1.acc: 94.0119, s1.loss_bbox: 0.1101, s1.loss_mask: 0.0961, s2.loss_cls: 0.0417, s2.acc: 93.7562, s2.loss_bbox: 0.0697, s2.loss_mask: 0.0448, loss: 1.1523 2022-06-06 17:35:41,967 - mmdet - INFO - Epoch [15][2100/7330] lr: 1.000e-04, eta: 2 days, 17:07:10, time: 1.469, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0259, loss_semantic_seg: 0.1782, s0.loss_cls: 0.1666, s0.acc: 93.9453, s0.loss_bbox: 0.0910, s0.loss_mask: 0.1906, s1.loss_cls: 0.0766, s1.acc: 94.4119, s1.loss_bbox: 0.0982, s1.loss_mask: 0.0896, s2.loss_cls: 0.0392, s2.acc: 94.1755, s2.loss_bbox: 0.0638, s2.loss_mask: 0.0422, loss: 1.0827 2022-06-06 17:36:54,901 - mmdet - INFO - Epoch [15][2150/7330] lr: 1.000e-04, eta: 2 days, 17:05:55, time: 1.459, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0270, loss_semantic_seg: 0.1810, s0.loss_cls: 0.1624, s0.acc: 93.9304, s0.loss_bbox: 0.0922, s0.loss_mask: 0.1955, s1.loss_cls: 0.0759, s1.acc: 94.2522, s1.loss_bbox: 0.1013, s1.loss_mask: 0.0923, s2.loss_cls: 0.0389, s2.acc: 94.0487, s2.loss_bbox: 0.0662, s2.loss_mask: 0.0436, loss: 1.0962 2022-06-06 17:38:08,602 - mmdet - INFO - Epoch [15][2200/7330] lr: 1.000e-04, eta: 2 days, 17:04:41, time: 1.474, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0187, loss_rpn_bbox: 0.0276, loss_semantic_seg: 0.1820, s0.loss_cls: 0.1654, s0.acc: 93.9229, s0.loss_bbox: 0.0968, s0.loss_mask: 0.1984, s1.loss_cls: 0.0775, s1.acc: 94.3663, s1.loss_bbox: 0.1054, s1.loss_mask: 0.0942, s2.loss_cls: 0.0401, s2.acc: 93.9865, s2.loss_bbox: 0.0672, s2.loss_mask: 0.0450, loss: 1.1182 2022-06-06 17:39:21,887 - mmdet - INFO - Epoch [15][2250/7330] lr: 1.000e-04, eta: 2 days, 17:03:27, time: 1.464, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0277, loss_semantic_seg: 0.1754, s0.loss_cls: 0.1666, s0.acc: 94.0640, s0.loss_bbox: 0.0898, s0.loss_mask: 0.1985, s1.loss_cls: 0.0759, s1.acc: 94.6366, s1.loss_bbox: 0.0991, s1.loss_mask: 0.0931, s2.loss_cls: 0.0387, s2.acc: 94.4877, s2.loss_bbox: 0.0651, s2.loss_mask: 0.0440, loss: 1.0945 2022-06-06 17:40:34,598 - mmdet - INFO - Epoch [15][2300/7330] lr: 1.000e-04, eta: 2 days, 17:02:12, time: 1.456, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0269, loss_semantic_seg: 0.1719, s0.loss_cls: 0.1667, s0.acc: 93.9819, s0.loss_bbox: 0.0953, s0.loss_mask: 0.1979, s1.loss_cls: 0.0782, s1.acc: 94.3908, s1.loss_bbox: 0.1034, s1.loss_mask: 0.0935, s2.loss_cls: 0.0398, s2.acc: 94.1667, s2.loss_bbox: 0.0657, s2.loss_mask: 0.0433, loss: 1.1030 2022-06-06 17:41:48,982 - mmdet - INFO - Epoch [15][2350/7330] lr: 1.000e-04, eta: 2 days, 17:01:00, time: 1.487, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0300, loss_semantic_seg: 0.1765, s0.loss_cls: 0.1727, s0.acc: 93.7458, s0.loss_bbox: 0.0977, s0.loss_mask: 0.1974, s1.loss_cls: 0.0806, s1.acc: 94.2369, s1.loss_bbox: 0.1076, s1.loss_mask: 0.0924, s2.loss_cls: 0.0405, s2.acc: 94.0004, s2.loss_bbox: 0.0698, s2.loss_mask: 0.0433, loss: 1.1303 2022-06-06 17:43:02,720 - mmdet - INFO - Epoch [15][2400/7330] lr: 1.000e-04, eta: 2 days, 16:59:46, time: 1.475, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0289, loss_semantic_seg: 0.1783, s0.loss_cls: 0.1729, s0.acc: 93.7100, s0.loss_bbox: 0.0979, s0.loss_mask: 0.2017, s1.loss_cls: 0.0813, s1.acc: 94.1128, s1.loss_bbox: 0.1075, s1.loss_mask: 0.0949, s2.loss_cls: 0.0415, s2.acc: 93.8638, s2.loss_bbox: 0.0681, s2.loss_mask: 0.0445, loss: 1.1437 2022-06-06 17:44:16,669 - mmdet - INFO - Epoch [15][2450/7330] lr: 1.000e-04, eta: 2 days, 16:58:33, time: 1.480, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0299, loss_semantic_seg: 0.1792, s0.loss_cls: 0.1736, s0.acc: 93.7258, s0.loss_bbox: 0.0995, s0.loss_mask: 0.1986, s1.loss_cls: 0.0813, s1.acc: 94.1212, s1.loss_bbox: 0.1083, s1.loss_mask: 0.0934, s2.loss_cls: 0.0412, s2.acc: 93.9615, s2.loss_bbox: 0.0689, s2.loss_mask: 0.0436, loss: 1.1388 2022-06-06 17:45:30,760 - mmdet - INFO - Epoch [15][2500/7330] lr: 1.000e-04, eta: 2 days, 16:57:20, time: 1.482, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0299, loss_semantic_seg: 0.1799, s0.loss_cls: 0.1755, s0.acc: 93.6821, s0.loss_bbox: 0.0975, s0.loss_mask: 0.1945, s1.loss_cls: 0.0830, s1.acc: 93.9841, s1.loss_bbox: 0.1055, s1.loss_mask: 0.0910, s2.loss_cls: 0.0416, s2.acc: 93.8896, s2.loss_bbox: 0.0674, s2.loss_mask: 0.0427, loss: 1.1310 2022-06-06 17:46:44,270 - mmdet - INFO - Epoch [15][2550/7330] lr: 1.000e-04, eta: 2 days, 16:56:06, time: 1.470, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0288, loss_semantic_seg: 0.1854, s0.loss_cls: 0.1762, s0.acc: 93.7000, s0.loss_bbox: 0.0971, s0.loss_mask: 0.2046, s1.loss_cls: 0.0820, s1.acc: 94.1793, s1.loss_bbox: 0.1089, s1.loss_mask: 0.0962, s2.loss_cls: 0.0418, s2.acc: 93.9459, s2.loss_bbox: 0.0708, s2.loss_mask: 0.0448, loss: 1.1595 2022-06-06 17:47:58,650 - mmdet - INFO - Epoch [15][2600/7330] lr: 1.000e-04, eta: 2 days, 16:54:54, time: 1.488, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0291, loss_semantic_seg: 0.1762, s0.loss_cls: 0.1659, s0.acc: 93.9758, s0.loss_bbox: 0.0945, s0.loss_mask: 0.1984, s1.loss_cls: 0.0779, s1.acc: 94.4288, s1.loss_bbox: 0.1037, s1.loss_mask: 0.0927, s2.loss_cls: 0.0391, s2.acc: 94.2656, s2.loss_bbox: 0.0664, s2.loss_mask: 0.0437, loss: 1.1097 2022-06-06 17:49:13,599 - mmdet - INFO - Epoch [15][2650/7330] lr: 1.000e-04, eta: 2 days, 16:53:42, time: 1.497, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0246, loss_rpn_bbox: 0.0301, loss_semantic_seg: 0.1840, s0.loss_cls: 0.1756, s0.acc: 93.6541, s0.loss_bbox: 0.0975, s0.loss_mask: 0.2026, s1.loss_cls: 0.0825, s1.acc: 93.9853, s1.loss_bbox: 0.1077, s1.loss_mask: 0.0942, s2.loss_cls: 0.0424, s2.acc: 93.7672, s2.loss_bbox: 0.0673, s2.loss_mask: 0.0443, loss: 1.1530 2022-06-06 17:50:28,330 - mmdet - INFO - Epoch [15][2700/7330] lr: 1.000e-04, eta: 2 days, 16:52:30, time: 1.497, data_time: 0.020, memory: 64799, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0295, loss_semantic_seg: 0.1774, s0.loss_cls: 0.1669, s0.acc: 93.9417, s0.loss_bbox: 0.0938, s0.loss_mask: 0.1996, s1.loss_cls: 0.0766, s1.acc: 94.4809, s1.loss_bbox: 0.1050, s1.loss_mask: 0.0930, s2.loss_cls: 0.0392, s2.acc: 94.2502, s2.loss_bbox: 0.0671, s2.loss_mask: 0.0435, loss: 1.1137 2022-06-06 17:51:42,255 - mmdet - INFO - Epoch [15][2750/7330] lr: 1.000e-04, eta: 2 days, 16:51:17, time: 1.479, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0274, loss_semantic_seg: 0.1770, s0.loss_cls: 0.1722, s0.acc: 93.6118, s0.loss_bbox: 0.0966, s0.loss_mask: 0.1998, s1.loss_cls: 0.0794, s1.acc: 94.1466, s1.loss_bbox: 0.1049, s1.loss_mask: 0.0929, s2.loss_cls: 0.0409, s2.acc: 93.9782, s2.loss_bbox: 0.0667, s2.loss_mask: 0.0434, loss: 1.1231 2022-06-06 17:52:56,536 - mmdet - INFO - Epoch [15][2800/7330] lr: 1.000e-04, eta: 2 days, 16:50:04, time: 1.485, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0277, loss_semantic_seg: 0.1800, s0.loss_cls: 0.1667, s0.acc: 93.8916, s0.loss_bbox: 0.0943, s0.loss_mask: 0.2008, s1.loss_cls: 0.0781, s1.acc: 94.3510, s1.loss_bbox: 0.1039, s1.loss_mask: 0.0936, s2.loss_cls: 0.0394, s2.acc: 94.1273, s2.loss_bbox: 0.0655, s2.loss_mask: 0.0440, loss: 1.1170 2022-06-06 17:54:10,686 - mmdet - INFO - Epoch [15][2850/7330] lr: 1.000e-04, eta: 2 days, 16:48:51, time: 1.483, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0261, loss_semantic_seg: 0.1769, s0.loss_cls: 0.1632, s0.acc: 93.9978, s0.loss_bbox: 0.0912, s0.loss_mask: 0.1934, s1.loss_cls: 0.0768, s1.acc: 94.3791, s1.loss_bbox: 0.1019, s1.loss_mask: 0.0908, s2.loss_cls: 0.0393, s2.acc: 94.1966, s2.loss_bbox: 0.0658, s2.loss_mask: 0.0429, loss: 1.0914 2022-06-06 17:55:23,601 - mmdet - INFO - Epoch [15][2900/7330] lr: 1.000e-04, eta: 2 days, 16:47:36, time: 1.456, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0289, loss_semantic_seg: 0.1808, s0.loss_cls: 0.1621, s0.acc: 94.0554, s0.loss_bbox: 0.0950, s0.loss_mask: 0.2027, s1.loss_cls: 0.0766, s1.acc: 94.4853, s1.loss_bbox: 0.1042, s1.loss_mask: 0.0959, s2.loss_cls: 0.0400, s2.acc: 94.0724, s2.loss_bbox: 0.0673, s2.loss_mask: 0.0450, loss: 1.1221 2022-06-06 17:56:37,305 - mmdet - INFO - Epoch [15][2950/7330] lr: 1.000e-04, eta: 2 days, 16:46:23, time: 1.476, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0233, loss_rpn_bbox: 0.0291, loss_semantic_seg: 0.1803, s0.loss_cls: 0.1747, s0.acc: 93.6079, s0.loss_bbox: 0.0992, s0.loss_mask: 0.1988, s1.loss_cls: 0.0810, s1.acc: 94.0011, s1.loss_bbox: 0.1066, s1.loss_mask: 0.0927, s2.loss_cls: 0.0410, s2.acc: 93.7594, s2.loss_bbox: 0.0670, s2.loss_mask: 0.0436, loss: 1.1374 2022-06-06 17:57:51,472 - mmdet - INFO - Epoch [15][3000/7330] lr: 1.000e-04, eta: 2 days, 16:45:10, time: 1.483, data_time: 0.021, memory: 64799, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0274, loss_semantic_seg: 0.1840, s0.loss_cls: 0.1735, s0.acc: 93.7275, s0.loss_bbox: 0.0925, s0.loss_mask: 0.1942, s1.loss_cls: 0.0821, s1.acc: 94.1147, s1.loss_bbox: 0.1045, s1.loss_mask: 0.0912, s2.loss_cls: 0.0415, s2.acc: 93.9059, s2.loss_bbox: 0.0668, s2.loss_mask: 0.0427, loss: 1.1225 2022-06-06 17:59:05,762 - mmdet - INFO - Epoch [15][3050/7330] lr: 1.000e-04, eta: 2 days, 16:43:57, time: 1.486, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0283, loss_semantic_seg: 0.1803, s0.loss_cls: 0.1622, s0.acc: 93.9375, s0.loss_bbox: 0.0953, s0.loss_mask: 0.1988, s1.loss_cls: 0.0758, s1.acc: 94.4111, s1.loss_bbox: 0.1067, s1.loss_mask: 0.0939, s2.loss_cls: 0.0390, s2.acc: 94.1650, s2.loss_bbox: 0.0682, s2.loss_mask: 0.0445, loss: 1.1142 2022-06-06 18:00:20,524 - mmdet - INFO - Epoch [15][3100/7330] lr: 1.000e-04, eta: 2 days, 16:42:45, time: 1.494, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0286, loss_semantic_seg: 0.1721, s0.loss_cls: 0.1712, s0.acc: 93.8555, s0.loss_bbox: 0.0947, s0.loss_mask: 0.1992, s1.loss_cls: 0.0795, s1.acc: 94.3233, s1.loss_bbox: 0.1045, s1.loss_mask: 0.0943, s2.loss_cls: 0.0403, s2.acc: 94.0734, s2.loss_bbox: 0.0673, s2.loss_mask: 0.0441, loss: 1.1217 2022-06-06 18:01:35,098 - mmdet - INFO - Epoch [15][3150/7330] lr: 1.000e-04, eta: 2 days, 16:41:33, time: 1.492, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0309, loss_semantic_seg: 0.1826, s0.loss_cls: 0.1790, s0.acc: 93.5000, s0.loss_bbox: 0.0986, s0.loss_mask: 0.2039, s1.loss_cls: 0.0836, s1.acc: 93.9422, s1.loss_bbox: 0.1061, s1.loss_mask: 0.0958, s2.loss_cls: 0.0422, s2.acc: 93.7739, s2.loss_bbox: 0.0677, s2.loss_mask: 0.0450, loss: 1.1596 2022-06-06 18:02:48,474 - mmdet - INFO - Epoch [15][3200/7330] lr: 1.000e-04, eta: 2 days, 16:40:19, time: 1.467, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0265, loss_semantic_seg: 0.1749, s0.loss_cls: 0.1619, s0.acc: 94.1860, s0.loss_bbox: 0.0892, s0.loss_mask: 0.1940, s1.loss_cls: 0.0754, s1.acc: 94.6279, s1.loss_bbox: 0.0989, s1.loss_mask: 0.0917, s2.loss_cls: 0.0386, s2.acc: 94.4662, s2.loss_bbox: 0.0654, s2.loss_mask: 0.0431, loss: 1.0792 2022-06-06 18:04:02,240 - mmdet - INFO - Epoch [15][3250/7330] lr: 1.000e-04, eta: 2 days, 16:39:05, time: 1.476, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0291, loss_semantic_seg: 0.1816, s0.loss_cls: 0.1704, s0.acc: 93.8191, s0.loss_bbox: 0.0974, s0.loss_mask: 0.2004, s1.loss_cls: 0.0802, s1.acc: 94.2232, s1.loss_bbox: 0.1074, s1.loss_mask: 0.0945, s2.loss_cls: 0.0410, s2.acc: 93.8625, s2.loss_bbox: 0.0685, s2.loss_mask: 0.0444, loss: 1.1373 2022-06-06 18:05:16,102 - mmdet - INFO - Epoch [15][3300/7330] lr: 1.000e-04, eta: 2 days, 16:37:52, time: 1.477, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0277, loss_semantic_seg: 0.1718, s0.loss_cls: 0.1627, s0.acc: 94.1152, s0.loss_bbox: 0.0901, s0.loss_mask: 0.1936, s1.loss_cls: 0.0760, s1.acc: 94.5286, s1.loss_bbox: 0.1002, s1.loss_mask: 0.0907, s2.loss_cls: 0.0383, s2.acc: 94.4292, s2.loss_bbox: 0.0650, s2.loss_mask: 0.0426, loss: 1.0806 2022-06-06 18:06:29,510 - mmdet - INFO - Epoch [15][3350/7330] lr: 1.000e-04, eta: 2 days, 16:36:38, time: 1.468, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0284, loss_semantic_seg: 0.1810, s0.loss_cls: 0.1677, s0.acc: 93.9558, s0.loss_bbox: 0.0943, s0.loss_mask: 0.2009, s1.loss_cls: 0.0774, s1.acc: 94.4326, s1.loss_bbox: 0.1033, s1.loss_mask: 0.0944, s2.loss_cls: 0.0392, s2.acc: 94.3263, s2.loss_bbox: 0.0671, s2.loss_mask: 0.0450, loss: 1.1251 2022-06-06 18:07:42,844 - mmdet - INFO - Epoch [15][3400/7330] lr: 1.000e-04, eta: 2 days, 16:35:24, time: 1.467, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0280, loss_semantic_seg: 0.1786, s0.loss_cls: 0.1584, s0.acc: 94.3572, s0.loss_bbox: 0.0896, s0.loss_mask: 0.1946, s1.loss_cls: 0.0725, s1.acc: 94.8130, s1.loss_bbox: 0.0948, s1.loss_mask: 0.0910, s2.loss_cls: 0.0364, s2.acc: 94.6331, s2.loss_bbox: 0.0603, s2.loss_mask: 0.0429, loss: 1.0695 2022-06-06 18:08:56,647 - mmdet - INFO - Epoch [15][3450/7330] lr: 1.000e-04, eta: 2 days, 16:34:11, time: 1.476, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0277, loss_semantic_seg: 0.1759, s0.loss_cls: 0.1480, s0.acc: 94.6086, s0.loss_bbox: 0.0852, s0.loss_mask: 0.1928, s1.loss_cls: 0.0684, s1.acc: 94.9894, s1.loss_bbox: 0.0954, s1.loss_mask: 0.0912, s2.loss_cls: 0.0349, s2.acc: 94.7823, s2.loss_bbox: 0.0618, s2.loss_mask: 0.0432, loss: 1.0448 2022-06-06 18:10:09,717 - mmdet - INFO - Epoch [15][3500/7330] lr: 1.000e-04, eta: 2 days, 16:32:56, time: 1.460, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0234, loss_rpn_bbox: 0.0256, loss_semantic_seg: 0.1806, s0.loss_cls: 0.1550, s0.acc: 94.4463, s0.loss_bbox: 0.0908, s0.loss_mask: 0.2029, s1.loss_cls: 0.0713, s1.acc: 94.8578, s1.loss_bbox: 0.0993, s1.loss_mask: 0.0944, s2.loss_cls: 0.0362, s2.acc: 94.7217, s2.loss_bbox: 0.0626, s2.loss_mask: 0.0442, loss: 1.0862 2022-06-06 18:11:23,473 - mmdet - INFO - Epoch [15][3550/7330] lr: 1.000e-04, eta: 2 days, 16:31:42, time: 1.476, data_time: 0.025, memory: 64799, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0295, loss_semantic_seg: 0.1796, s0.loss_cls: 0.1633, s0.acc: 94.0889, s0.loss_bbox: 0.0932, s0.loss_mask: 0.1946, s1.loss_cls: 0.0776, s1.acc: 94.4010, s1.loss_bbox: 0.1018, s1.loss_mask: 0.0918, s2.loss_cls: 0.0391, s2.acc: 94.3221, s2.loss_bbox: 0.0649, s2.loss_mask: 0.0432, loss: 1.1007 2022-06-06 18:12:36,890 - mmdet - INFO - Epoch [15][3600/7330] lr: 1.000e-04, eta: 2 days, 16:30:29, time: 1.469, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0193, loss_rpn_bbox: 0.0263, loss_semantic_seg: 0.1740, s0.loss_cls: 0.1484, s0.acc: 94.6089, s0.loss_bbox: 0.0893, s0.loss_mask: 0.1915, s1.loss_cls: 0.0683, s1.acc: 94.9709, s1.loss_bbox: 0.0993, s1.loss_mask: 0.0898, s2.loss_cls: 0.0351, s2.acc: 94.7547, s2.loss_bbox: 0.0616, s2.loss_mask: 0.0423, loss: 1.0451 2022-06-06 18:13:50,682 - mmdet - INFO - Epoch [15][3650/7330] lr: 1.000e-04, eta: 2 days, 16:29:15, time: 1.476, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0283, loss_semantic_seg: 0.1812, s0.loss_cls: 0.1666, s0.acc: 94.1074, s0.loss_bbox: 0.0926, s0.loss_mask: 0.1975, s1.loss_cls: 0.0766, s1.acc: 94.6084, s1.loss_bbox: 0.1020, s1.loss_mask: 0.0931, s2.loss_cls: 0.0393, s2.acc: 94.2950, s2.loss_bbox: 0.0644, s2.loss_mask: 0.0434, loss: 1.1085 2022-06-06 18:15:03,256 - mmdet - INFO - Epoch [15][3700/7330] lr: 1.000e-04, eta: 2 days, 16:28:00, time: 1.451, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0258, loss_semantic_seg: 0.1770, s0.loss_cls: 0.1511, s0.acc: 94.4446, s0.loss_bbox: 0.0878, s0.loss_mask: 0.1992, s1.loss_cls: 0.0709, s1.acc: 94.8237, s1.loss_bbox: 0.0973, s1.loss_mask: 0.0944, s2.loss_cls: 0.0363, s2.acc: 94.6482, s2.loss_bbox: 0.0615, s2.loss_mask: 0.0445, loss: 1.0671 2022-06-06 18:16:16,951 - mmdet - INFO - Epoch [15][3750/7330] lr: 1.000e-04, eta: 2 days, 16:26:46, time: 1.474, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0285, loss_semantic_seg: 0.1779, s0.loss_cls: 0.1612, s0.acc: 94.1431, s0.loss_bbox: 0.0924, s0.loss_mask: 0.1998, s1.loss_cls: 0.0744, s1.acc: 94.6099, s1.loss_bbox: 0.0997, s1.loss_mask: 0.0939, s2.loss_cls: 0.0374, s2.acc: 94.4698, s2.loss_bbox: 0.0638, s2.loss_mask: 0.0442, loss: 1.0943 2022-06-06 18:17:30,531 - mmdet - INFO - Epoch [15][3800/7330] lr: 1.000e-04, eta: 2 days, 16:25:32, time: 1.469, data_time: 0.021, memory: 64799, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0260, loss_semantic_seg: 0.1798, s0.loss_cls: 0.1625, s0.acc: 94.0479, s0.loss_bbox: 0.0964, s0.loss_mask: 0.2013, s1.loss_cls: 0.0760, s1.acc: 94.5017, s1.loss_bbox: 0.1056, s1.loss_mask: 0.0940, s2.loss_cls: 0.0390, s2.acc: 94.1402, s2.loss_bbox: 0.0649, s2.loss_mask: 0.0439, loss: 1.1107 2022-06-06 18:18:43,971 - mmdet - INFO - Epoch [15][3850/7330] lr: 1.000e-04, eta: 2 days, 16:24:19, time: 1.471, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0279, loss_semantic_seg: 0.1749, s0.loss_cls: 0.1684, s0.acc: 93.8755, s0.loss_bbox: 0.1006, s0.loss_mask: 0.2074, s1.loss_cls: 0.0781, s1.acc: 94.3609, s1.loss_bbox: 0.1090, s1.loss_mask: 0.0980, s2.loss_cls: 0.0396, s2.acc: 94.1381, s2.loss_bbox: 0.0683, s2.loss_mask: 0.0461, loss: 1.1403 2022-06-06 18:19:57,915 - mmdet - INFO - Epoch [15][3900/7330] lr: 1.000e-04, eta: 2 days, 16:23:05, time: 1.479, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0288, loss_semantic_seg: 0.1777, s0.loss_cls: 0.1728, s0.acc: 93.8123, s0.loss_bbox: 0.0965, s0.loss_mask: 0.1996, s1.loss_cls: 0.0820, s1.acc: 94.1386, s1.loss_bbox: 0.1027, s1.loss_mask: 0.0936, s2.loss_cls: 0.0410, s2.acc: 93.9041, s2.loss_bbox: 0.0649, s2.loss_mask: 0.0440, loss: 1.1264 2022-06-06 18:21:11,511 - mmdet - INFO - Epoch [15][3950/7330] lr: 1.000e-04, eta: 2 days, 16:21:52, time: 1.472, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0284, loss_semantic_seg: 0.1826, s0.loss_cls: 0.1753, s0.acc: 93.7019, s0.loss_bbox: 0.0965, s0.loss_mask: 0.1998, s1.loss_cls: 0.0825, s1.acc: 94.1350, s1.loss_bbox: 0.1048, s1.loss_mask: 0.0934, s2.loss_cls: 0.0417, s2.acc: 94.0012, s2.loss_bbox: 0.0671, s2.loss_mask: 0.0441, loss: 1.1378 2022-06-06 18:22:26,380 - mmdet - INFO - Epoch [15][4000/7330] lr: 1.000e-04, eta: 2 days, 16:20:40, time: 1.497, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0194, loss_rpn_bbox: 0.0262, loss_semantic_seg: 0.1765, s0.loss_cls: 0.1567, s0.acc: 94.2322, s0.loss_bbox: 0.0938, s0.loss_mask: 0.1965, s1.loss_cls: 0.0727, s1.acc: 94.6650, s1.loss_bbox: 0.1023, s1.loss_mask: 0.0914, s2.loss_cls: 0.0366, s2.acc: 94.5087, s2.loss_bbox: 0.0647, s2.loss_mask: 0.0427, loss: 1.0793 2022-06-06 18:23:39,276 - mmdet - INFO - Epoch [15][4050/7330] lr: 1.000e-04, eta: 2 days, 16:19:25, time: 1.458, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0284, loss_semantic_seg: 0.1700, s0.loss_cls: 0.1637, s0.acc: 94.0193, s0.loss_bbox: 0.0973, s0.loss_mask: 0.2029, s1.loss_cls: 0.0745, s1.acc: 94.6478, s1.loss_bbox: 0.1097, s1.loss_mask: 0.0956, s2.loss_cls: 0.0383, s2.acc: 94.2869, s2.loss_bbox: 0.0690, s2.loss_mask: 0.0450, loss: 1.1171 2022-06-06 18:24:53,526 - mmdet - INFO - Epoch [15][4100/7330] lr: 1.000e-04, eta: 2 days, 16:18:12, time: 1.486, data_time: 0.021, memory: 64799, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0289, loss_semantic_seg: 0.1820, s0.loss_cls: 0.1659, s0.acc: 93.9661, s0.loss_bbox: 0.0925, s0.loss_mask: 0.2013, s1.loss_cls: 0.0776, s1.acc: 94.4699, s1.loss_bbox: 0.1036, s1.loss_mask: 0.0947, s2.loss_cls: 0.0397, s2.acc: 94.2180, s2.loss_bbox: 0.0676, s2.loss_mask: 0.0450, loss: 1.1211 2022-06-06 18:26:07,519 - mmdet - INFO - Epoch [15][4150/7330] lr: 1.000e-04, eta: 2 days, 16:16:59, time: 1.479, data_time: 0.020, memory: 64799, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0280, loss_semantic_seg: 0.1735, s0.loss_cls: 0.1614, s0.acc: 94.2532, s0.loss_bbox: 0.0941, s0.loss_mask: 0.1962, s1.loss_cls: 0.0754, s1.acc: 94.6889, s1.loss_bbox: 0.1012, s1.loss_mask: 0.0925, s2.loss_cls: 0.0383, s2.acc: 94.4256, s2.loss_bbox: 0.0643, s2.loss_mask: 0.0426, loss: 1.0891 2022-06-06 18:27:20,945 - mmdet - INFO - Epoch [15][4200/7330] lr: 1.000e-04, eta: 2 days, 16:15:45, time: 1.469, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0272, loss_semantic_seg: 0.1732, s0.loss_cls: 0.1667, s0.acc: 94.0273, s0.loss_bbox: 0.0912, s0.loss_mask: 0.1951, s1.loss_cls: 0.0780, s1.acc: 94.4374, s1.loss_bbox: 0.1023, s1.loss_mask: 0.0914, s2.loss_cls: 0.0398, s2.acc: 94.2408, s2.loss_bbox: 0.0666, s2.loss_mask: 0.0434, loss: 1.0950 2022-06-06 18:28:34,432 - mmdet - INFO - Epoch [15][4250/7330] lr: 1.000e-04, eta: 2 days, 16:14:31, time: 1.470, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0289, loss_semantic_seg: 0.1836, s0.loss_cls: 0.1628, s0.acc: 94.1282, s0.loss_bbox: 0.0942, s0.loss_mask: 0.1962, s1.loss_cls: 0.0742, s1.acc: 94.6441, s1.loss_bbox: 0.1040, s1.loss_mask: 0.0928, s2.loss_cls: 0.0375, s2.acc: 94.3952, s2.loss_bbox: 0.0668, s2.loss_mask: 0.0434, loss: 1.1051 2022-06-06 18:29:48,309 - mmdet - INFO - Epoch [15][4300/7330] lr: 1.000e-04, eta: 2 days, 16:13:18, time: 1.478, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0284, loss_semantic_seg: 0.1756, s0.loss_cls: 0.1699, s0.acc: 93.7844, s0.loss_bbox: 0.0980, s0.loss_mask: 0.1958, s1.loss_cls: 0.0800, s1.acc: 94.2134, s1.loss_bbox: 0.1060, s1.loss_mask: 0.0922, s2.loss_cls: 0.0404, s2.acc: 93.9818, s2.loss_bbox: 0.0668, s2.loss_mask: 0.0437, loss: 1.1184 2022-06-06 18:31:01,764 - mmdet - INFO - Epoch [15][4350/7330] lr: 1.000e-04, eta: 2 days, 16:12:04, time: 1.469, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0286, loss_semantic_seg: 0.1819, s0.loss_cls: 0.1740, s0.acc: 93.7744, s0.loss_bbox: 0.0977, s0.loss_mask: 0.1985, s1.loss_cls: 0.0829, s1.acc: 94.0875, s1.loss_bbox: 0.1043, s1.loss_mask: 0.0933, s2.loss_cls: 0.0420, s2.acc: 93.8935, s2.loss_bbox: 0.0649, s2.loss_mask: 0.0440, loss: 1.1344 2022-06-06 18:32:15,515 - mmdet - INFO - Epoch [15][4400/7330] lr: 1.000e-04, eta: 2 days, 16:10:50, time: 1.473, data_time: 0.020, memory: 64799, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0276, loss_semantic_seg: 0.1822, s0.loss_cls: 0.1702, s0.acc: 93.8611, s0.loss_bbox: 0.0963, s0.loss_mask: 0.2002, s1.loss_cls: 0.0792, s1.acc: 94.2776, s1.loss_bbox: 0.1061, s1.loss_mask: 0.0933, s2.loss_cls: 0.0400, s2.acc: 94.1950, s2.loss_bbox: 0.0671, s2.loss_mask: 0.0439, loss: 1.1281 2022-06-06 18:33:29,473 - mmdet - INFO - Epoch [15][4450/7330] lr: 1.000e-04, eta: 2 days, 16:09:37, time: 1.481, data_time: 0.020, memory: 64799, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0288, loss_semantic_seg: 0.1809, s0.loss_cls: 0.1685, s0.acc: 93.9172, s0.loss_bbox: 0.0968, s0.loss_mask: 0.1989, s1.loss_cls: 0.0777, s1.acc: 94.3561, s1.loss_bbox: 0.1043, s1.loss_mask: 0.0933, s2.loss_cls: 0.0393, s2.acc: 94.1925, s2.loss_bbox: 0.0667, s2.loss_mask: 0.0437, loss: 1.1218 2022-06-06 18:34:43,296 - mmdet - INFO - Epoch [15][4500/7330] lr: 1.000e-04, eta: 2 days, 16:08:24, time: 1.476, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0279, loss_semantic_seg: 0.1739, s0.loss_cls: 0.1621, s0.acc: 94.1470, s0.loss_bbox: 0.0938, s0.loss_mask: 0.1995, s1.loss_cls: 0.0748, s1.acc: 94.5371, s1.loss_bbox: 0.1027, s1.loss_mask: 0.0952, s2.loss_cls: 0.0385, s2.acc: 94.2142, s2.loss_bbox: 0.0654, s2.loss_mask: 0.0447, loss: 1.1014 2022-06-06 18:35:56,677 - mmdet - INFO - Epoch [15][4550/7330] lr: 1.000e-04, eta: 2 days, 16:07:10, time: 1.467, data_time: 0.020, memory: 64799, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0269, loss_semantic_seg: 0.1681, s0.loss_cls: 0.1531, s0.acc: 94.4082, s0.loss_bbox: 0.0875, s0.loss_mask: 0.1930, s1.loss_cls: 0.0711, s1.acc: 94.8414, s1.loss_bbox: 0.0964, s1.loss_mask: 0.0909, s2.loss_cls: 0.0362, s2.acc: 94.6171, s2.loss_bbox: 0.0618, s2.loss_mask: 0.0429, loss: 1.0495 2022-06-06 18:37:10,338 - mmdet - INFO - Epoch [15][4600/7330] lr: 1.000e-04, eta: 2 days, 16:05:56, time: 1.473, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0261, loss_semantic_seg: 0.1788, s0.loss_cls: 0.1540, s0.acc: 94.3989, s0.loss_bbox: 0.0885, s0.loss_mask: 0.1992, s1.loss_cls: 0.0716, s1.acc: 94.8103, s1.loss_bbox: 0.0999, s1.loss_mask: 0.0944, s2.loss_cls: 0.0365, s2.acc: 94.6193, s2.loss_bbox: 0.0633, s2.loss_mask: 0.0446, loss: 1.0782 2022-06-06 18:38:23,191 - mmdet - INFO - Epoch [15][4650/7330] lr: 1.000e-04, eta: 2 days, 16:04:41, time: 1.457, data_time: 0.021, memory: 64799, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0247, loss_semantic_seg: 0.1756, s0.loss_cls: 0.1563, s0.acc: 94.3115, s0.loss_bbox: 0.0917, s0.loss_mask: 0.1969, s1.loss_cls: 0.0723, s1.acc: 94.7311, s1.loss_bbox: 0.1025, s1.loss_mask: 0.0930, s2.loss_cls: 0.0366, s2.acc: 94.5624, s2.loss_bbox: 0.0647, s2.loss_mask: 0.0441, loss: 1.0786 2022-06-06 18:39:36,659 - mmdet - INFO - Epoch [15][4700/7330] lr: 1.000e-04, eta: 2 days, 16:03:27, time: 1.470, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0277, loss_semantic_seg: 0.1799, s0.loss_cls: 0.1563, s0.acc: 94.3586, s0.loss_bbox: 0.0896, s0.loss_mask: 0.1928, s1.loss_cls: 0.0720, s1.acc: 94.8438, s1.loss_bbox: 0.0993, s1.loss_mask: 0.0915, s2.loss_cls: 0.0366, s2.acc: 94.6876, s2.loss_bbox: 0.0641, s2.loss_mask: 0.0429, loss: 1.0735 2022-06-06 18:40:50,723 - mmdet - INFO - Epoch [15][4750/7330] lr: 1.000e-04, eta: 2 days, 16:02:14, time: 1.481, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0286, loss_semantic_seg: 0.1866, s0.loss_cls: 0.1694, s0.acc: 93.8372, s0.loss_bbox: 0.0951, s0.loss_mask: 0.1960, s1.loss_cls: 0.0804, s1.acc: 94.1163, s1.loss_bbox: 0.1025, s1.loss_mask: 0.0908, s2.loss_cls: 0.0411, s2.acc: 93.9237, s2.loss_bbox: 0.0649, s2.loss_mask: 0.0427, loss: 1.1209 2022-06-06 18:42:04,487 - mmdet - INFO - Epoch [15][4800/7330] lr: 1.000e-04, eta: 2 days, 16:01:01, time: 1.475, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0290, loss_semantic_seg: 0.1751, s0.loss_cls: 0.1686, s0.acc: 93.9019, s0.loss_bbox: 0.0949, s0.loss_mask: 0.1970, s1.loss_cls: 0.0776, s1.acc: 94.3795, s1.loss_bbox: 0.1006, s1.loss_mask: 0.0924, s2.loss_cls: 0.0398, s2.acc: 94.1214, s2.loss_bbox: 0.0642, s2.loss_mask: 0.0437, loss: 1.1059 2022-06-06 18:43:16,945 - mmdet - INFO - Epoch [15][4850/7330] lr: 1.000e-04, eta: 2 days, 15:59:46, time: 1.449, data_time: 0.020, memory: 64799, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0282, loss_semantic_seg: 0.1803, s0.loss_cls: 0.1689, s0.acc: 93.9485, s0.loss_bbox: 0.0938, s0.loss_mask: 0.2010, s1.loss_cls: 0.0784, s1.acc: 94.3731, s1.loss_bbox: 0.1020, s1.loss_mask: 0.0943, s2.loss_cls: 0.0397, s2.acc: 94.2258, s2.loss_bbox: 0.0660, s2.loss_mask: 0.0444, loss: 1.1205 2022-06-06 18:44:31,306 - mmdet - INFO - Epoch [15][4900/7330] lr: 1.000e-04, eta: 2 days, 15:58:33, time: 1.487, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0278, loss_semantic_seg: 0.1898, s0.loss_cls: 0.1579, s0.acc: 94.2656, s0.loss_bbox: 0.0913, s0.loss_mask: 0.1948, s1.loss_cls: 0.0728, s1.acc: 94.7597, s1.loss_bbox: 0.0991, s1.loss_mask: 0.0911, s2.loss_cls: 0.0370, s2.acc: 94.5800, s2.loss_bbox: 0.0627, s2.loss_mask: 0.0428, loss: 1.0889 2022-06-06 18:45:44,388 - mmdet - INFO - Epoch [15][4950/7330] lr: 1.000e-04, eta: 2 days, 15:57:19, time: 1.462, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0259, loss_semantic_seg: 0.1769, s0.loss_cls: 0.1602, s0.acc: 94.2878, s0.loss_bbox: 0.0915, s0.loss_mask: 0.2021, s1.loss_cls: 0.0751, s1.acc: 94.7155, s1.loss_bbox: 0.0997, s1.loss_mask: 0.0956, s2.loss_cls: 0.0381, s2.acc: 94.5399, s2.loss_bbox: 0.0641, s2.loss_mask: 0.0454, loss: 1.0954 2022-06-06 18:46:58,185 - mmdet - INFO - Epoch [15][5000/7330] lr: 1.000e-04, eta: 2 days, 15:56:05, time: 1.476, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0273, loss_semantic_seg: 0.1785, s0.loss_cls: 0.1643, s0.acc: 94.0056, s0.loss_bbox: 0.0946, s0.loss_mask: 0.2002, s1.loss_cls: 0.0760, s1.acc: 94.4384, s1.loss_bbox: 0.1042, s1.loss_mask: 0.0952, s2.loss_cls: 0.0387, s2.acc: 94.2689, s2.loss_bbox: 0.0673, s2.loss_mask: 0.0450, loss: 1.1142 2022-06-06 18:48:11,087 - mmdet - INFO - Epoch [15][5050/7330] lr: 1.000e-04, eta: 2 days, 15:54:50, time: 1.458, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0275, loss_semantic_seg: 0.1820, s0.loss_cls: 0.1588, s0.acc: 94.2861, s0.loss_bbox: 0.0911, s0.loss_mask: 0.1937, s1.loss_cls: 0.0739, s1.acc: 94.7511, s1.loss_bbox: 0.0999, s1.loss_mask: 0.0907, s2.loss_cls: 0.0376, s2.acc: 94.4476, s2.loss_bbox: 0.0643, s2.loss_mask: 0.0428, loss: 1.0840 2022-06-06 18:49:24,684 - mmdet - INFO - Epoch [15][5100/7330] lr: 1.000e-04, eta: 2 days, 15:53:37, time: 1.472, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0274, loss_semantic_seg: 0.1857, s0.loss_cls: 0.1666, s0.acc: 93.9451, s0.loss_bbox: 0.0939, s0.loss_mask: 0.1991, s1.loss_cls: 0.0767, s1.acc: 94.4322, s1.loss_bbox: 0.1033, s1.loss_mask: 0.0939, s2.loss_cls: 0.0396, s2.acc: 94.1884, s2.loss_bbox: 0.0688, s2.loss_mask: 0.0441, loss: 1.1218 2022-06-06 18:50:36,553 - mmdet - INFO - Epoch [15][5150/7330] lr: 1.000e-04, eta: 2 days, 15:52:20, time: 1.438, data_time: 0.020, memory: 64799, loss_rpn_cls: 0.0234, loss_rpn_bbox: 0.0277, loss_semantic_seg: 0.1829, s0.loss_cls: 0.1645, s0.acc: 94.0708, s0.loss_bbox: 0.0941, s0.loss_mask: 0.2000, s1.loss_cls: 0.0764, s1.acc: 94.5094, s1.loss_bbox: 0.1028, s1.loss_mask: 0.0939, s2.loss_cls: 0.0387, s2.acc: 94.2985, s2.loss_bbox: 0.0642, s2.loss_mask: 0.0437, loss: 1.1122 2022-06-06 18:51:49,908 - mmdet - INFO - Epoch [15][5200/7330] lr: 1.000e-04, eta: 2 days, 15:51:06, time: 1.467, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0282, loss_semantic_seg: 0.1733, s0.loss_cls: 0.1646, s0.acc: 94.0986, s0.loss_bbox: 0.0959, s0.loss_mask: 0.2049, s1.loss_cls: 0.0769, s1.acc: 94.5180, s1.loss_bbox: 0.1031, s1.loss_mask: 0.0955, s2.loss_cls: 0.0386, s2.acc: 94.3722, s2.loss_bbox: 0.0644, s2.loss_mask: 0.0448, loss: 1.1146 2022-06-06 18:53:03,945 - mmdet - INFO - Epoch [15][5250/7330] lr: 1.000e-04, eta: 2 days, 15:49:53, time: 1.480, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0283, loss_semantic_seg: 0.1767, s0.loss_cls: 0.1614, s0.acc: 94.1865, s0.loss_bbox: 0.0922, s0.loss_mask: 0.1948, s1.loss_cls: 0.0732, s1.acc: 94.7411, s1.loss_bbox: 0.1008, s1.loss_mask: 0.0915, s2.loss_cls: 0.0375, s2.acc: 94.5060, s2.loss_bbox: 0.0651, s2.loss_mask: 0.0433, loss: 1.0845 2022-06-06 18:54:18,390 - mmdet - INFO - Epoch [15][5300/7330] lr: 1.000e-04, eta: 2 days, 15:48:41, time: 1.489, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0275, loss_semantic_seg: 0.1741, s0.loss_cls: 0.1666, s0.acc: 93.9375, s0.loss_bbox: 0.0939, s0.loss_mask: 0.1962, s1.loss_cls: 0.0768, s1.acc: 94.4218, s1.loss_bbox: 0.1054, s1.loss_mask: 0.0935, s2.loss_cls: 0.0396, s2.acc: 94.1523, s2.loss_bbox: 0.0676, s2.loss_mask: 0.0443, loss: 1.1069 2022-06-06 18:55:31,563 - mmdet - INFO - Epoch [15][5350/7330] lr: 1.000e-04, eta: 2 days, 15:47:26, time: 1.463, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0266, loss_semantic_seg: 0.1807, s0.loss_cls: 0.1571, s0.acc: 94.2051, s0.loss_bbox: 0.0909, s0.loss_mask: 0.1889, s1.loss_cls: 0.0724, s1.acc: 94.6117, s1.loss_bbox: 0.1029, s1.loss_mask: 0.0889, s2.loss_cls: 0.0370, s2.acc: 94.4332, s2.loss_bbox: 0.0658, s2.loss_mask: 0.0420, loss: 1.0736 2022-06-06 18:56:45,579 - mmdet - INFO - Epoch [15][5400/7330] lr: 1.000e-04, eta: 2 days, 15:46:13, time: 1.480, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0276, loss_semantic_seg: 0.1689, s0.loss_cls: 0.1577, s0.acc: 94.3499, s0.loss_bbox: 0.0891, s0.loss_mask: 0.1945, s1.loss_cls: 0.0738, s1.acc: 94.7770, s1.loss_bbox: 0.0981, s1.loss_mask: 0.0915, s2.loss_cls: 0.0372, s2.acc: 94.6417, s2.loss_bbox: 0.0626, s2.loss_mask: 0.0432, loss: 1.0661 2022-06-06 18:57:58,980 - mmdet - INFO - Epoch [15][5450/7330] lr: 1.000e-04, eta: 2 days, 15:44:59, time: 1.468, data_time: 0.020, memory: 64799, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0284, loss_semantic_seg: 0.1764, s0.loss_cls: 0.1647, s0.acc: 94.0598, s0.loss_bbox: 0.0973, s0.loss_mask: 0.2020, s1.loss_cls: 0.0774, s1.acc: 94.4193, s1.loss_bbox: 0.1027, s1.loss_mask: 0.0942, s2.loss_cls: 0.0388, s2.acc: 94.2332, s2.loss_bbox: 0.0648, s2.loss_mask: 0.0443, loss: 1.1132 2022-06-06 18:59:13,940 - mmdet - INFO - Epoch [15][5500/7330] lr: 1.000e-04, eta: 2 days, 15:43:48, time: 1.499, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0279, loss_semantic_seg: 0.1827, s0.loss_cls: 0.1641, s0.acc: 93.9746, s0.loss_bbox: 0.0963, s0.loss_mask: 0.2043, s1.loss_cls: 0.0761, s1.acc: 94.4173, s1.loss_bbox: 0.1008, s1.loss_mask: 0.0948, s2.loss_cls: 0.0386, s2.acc: 94.3031, s2.loss_bbox: 0.0644, s2.loss_mask: 0.0446, loss: 1.1169 2022-06-06 19:00:26,831 - mmdet - INFO - Epoch [15][5550/7330] lr: 1.000e-04, eta: 2 days, 15:42:33, time: 1.458, data_time: 0.021, memory: 64799, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0284, loss_semantic_seg: 0.1797, s0.loss_cls: 0.1583, s0.acc: 94.1504, s0.loss_bbox: 0.0938, s0.loss_mask: 0.2009, s1.loss_cls: 0.0727, s1.acc: 94.6407, s1.loss_bbox: 0.1001, s1.loss_mask: 0.0942, s2.loss_cls: 0.0380, s2.acc: 94.3179, s2.loss_bbox: 0.0637, s2.loss_mask: 0.0441, loss: 1.0961 2022-06-06 19:01:40,764 - mmdet - INFO - Epoch [15][5600/7330] lr: 1.000e-04, eta: 2 days, 15:41:20, time: 1.479, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0281, loss_semantic_seg: 0.1856, s0.loss_cls: 0.1625, s0.acc: 94.1978, s0.loss_bbox: 0.0924, s0.loss_mask: 0.1965, s1.loss_cls: 0.0742, s1.acc: 94.6125, s1.loss_bbox: 0.1017, s1.loss_mask: 0.0923, s2.loss_cls: 0.0378, s2.acc: 94.4345, s2.loss_bbox: 0.0647, s2.loss_mask: 0.0436, loss: 1.1002 2022-06-06 19:02:53,460 - mmdet - INFO - Epoch [15][5650/7330] lr: 1.000e-04, eta: 2 days, 15:40:05, time: 1.454, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0285, loss_semantic_seg: 0.1839, s0.loss_cls: 0.1616, s0.acc: 94.1326, s0.loss_bbox: 0.0910, s0.loss_mask: 0.1921, s1.loss_cls: 0.0750, s1.acc: 94.5892, s1.loss_bbox: 0.0982, s1.loss_mask: 0.0905, s2.loss_cls: 0.0381, s2.acc: 94.4065, s2.loss_bbox: 0.0632, s2.loss_mask: 0.0427, loss: 1.0861 2022-06-06 19:04:06,890 - mmdet - INFO - Epoch [15][5700/7330] lr: 1.000e-04, eta: 2 days, 15:38:51, time: 1.469, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0264, loss_semantic_seg: 0.1789, s0.loss_cls: 0.1551, s0.acc: 94.3213, s0.loss_bbox: 0.0911, s0.loss_mask: 0.1955, s1.loss_cls: 0.0725, s1.acc: 94.7323, s1.loss_bbox: 0.0991, s1.loss_mask: 0.0924, s2.loss_cls: 0.0369, s2.acc: 94.4598, s2.loss_bbox: 0.0641, s2.loss_mask: 0.0435, loss: 1.0753 2022-06-06 19:05:19,953 - mmdet - INFO - Epoch [15][5750/7330] lr: 1.000e-04, eta: 2 days, 15:37:36, time: 1.461, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0284, loss_semantic_seg: 0.1777, s0.loss_cls: 0.1693, s0.acc: 93.7329, s0.loss_bbox: 0.0980, s0.loss_mask: 0.1977, s1.loss_cls: 0.0799, s1.acc: 94.1408, s1.loss_bbox: 0.1066, s1.loss_mask: 0.0935, s2.loss_cls: 0.0408, s2.acc: 93.8732, s2.loss_bbox: 0.0680, s2.loss_mask: 0.0441, loss: 1.1250 2022-06-06 19:06:33,057 - mmdet - INFO - Epoch [15][5800/7330] lr: 1.000e-04, eta: 2 days, 15:36:22, time: 1.462, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0268, loss_semantic_seg: 0.1821, s0.loss_cls: 0.1656, s0.acc: 93.9702, s0.loss_bbox: 0.0969, s0.loss_mask: 0.2036, s1.loss_cls: 0.0754, s1.acc: 94.5407, s1.loss_bbox: 0.1029, s1.loss_mask: 0.0954, s2.loss_cls: 0.0388, s2.acc: 94.3031, s2.loss_bbox: 0.0643, s2.loss_mask: 0.0446, loss: 1.1174 2022-06-06 19:07:46,607 - mmdet - INFO - Epoch [15][5850/7330] lr: 1.000e-04, eta: 2 days, 15:35:08, time: 1.471, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0282, loss_semantic_seg: 0.1856, s0.loss_cls: 0.1724, s0.acc: 93.9087, s0.loss_bbox: 0.0960, s0.loss_mask: 0.2022, s1.loss_cls: 0.0800, s1.acc: 94.4359, s1.loss_bbox: 0.1045, s1.loss_mask: 0.0943, s2.loss_cls: 0.0406, s2.acc: 94.1574, s2.loss_bbox: 0.0667, s2.loss_mask: 0.0442, loss: 1.1381 2022-06-06 19:08:59,479 - mmdet - INFO - Epoch [15][5900/7330] lr: 1.000e-04, eta: 2 days, 15:33:53, time: 1.458, data_time: 0.022, memory: 64799, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0275, loss_semantic_seg: 0.1856, s0.loss_cls: 0.1636, s0.acc: 94.1143, s0.loss_bbox: 0.0928, s0.loss_mask: 0.1948, s1.loss_cls: 0.0778, s1.acc: 94.4873, s1.loss_bbox: 0.1019, s1.loss_mask: 0.0921, s2.loss_cls: 0.0397, s2.acc: 94.1560, s2.loss_bbox: 0.0657, s2.loss_mask: 0.0436, loss: 1.1058 2022-06-06 19:10:12,263 - mmdet - INFO - Epoch [15][5950/7330] lr: 1.000e-04, eta: 2 days, 15:32:38, time: 1.454, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0272, loss_semantic_seg: 0.1795, s0.loss_cls: 0.1620, s0.acc: 94.1094, s0.loss_bbox: 0.0949, s0.loss_mask: 0.1945, s1.loss_cls: 0.0745, s1.acc: 94.5574, s1.loss_bbox: 0.1023, s1.loss_mask: 0.0918, s2.loss_cls: 0.0381, s2.acc: 94.3705, s2.loss_bbox: 0.0647, s2.loss_mask: 0.0433, loss: 1.0931 2022-06-06 19:11:25,274 - mmdet - INFO - Epoch [15][6000/7330] lr: 1.000e-04, eta: 2 days, 15:31:24, time: 1.462, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0270, loss_semantic_seg: 0.1864, s0.loss_cls: 0.1598, s0.acc: 94.2131, s0.loss_bbox: 0.0903, s0.loss_mask: 0.1921, s1.loss_cls: 0.0740, s1.acc: 94.6153, s1.loss_bbox: 0.0990, s1.loss_mask: 0.0902, s2.loss_cls: 0.0379, s2.acc: 94.3550, s2.loss_bbox: 0.0631, s2.loss_mask: 0.0424, loss: 1.0840 2022-06-06 19:12:38,267 - mmdet - INFO - Epoch [15][6050/7330] lr: 1.000e-04, eta: 2 days, 15:30:09, time: 1.460, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0270, loss_semantic_seg: 0.1837, s0.loss_cls: 0.1668, s0.acc: 93.9514, s0.loss_bbox: 0.0920, s0.loss_mask: 0.1975, s1.loss_cls: 0.0786, s1.acc: 94.3554, s1.loss_bbox: 0.1031, s1.loss_mask: 0.0926, s2.loss_cls: 0.0400, s2.acc: 94.1341, s2.loss_bbox: 0.0661, s2.loss_mask: 0.0437, loss: 1.1122 2022-06-06 19:13:51,153 - mmdet - INFO - Epoch [15][6100/7330] lr: 1.000e-04, eta: 2 days, 15:28:54, time: 1.458, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0265, loss_semantic_seg: 0.1820, s0.loss_cls: 0.1529, s0.acc: 94.3862, s0.loss_bbox: 0.0884, s0.loss_mask: 0.1921, s1.loss_cls: 0.0723, s1.acc: 94.7654, s1.loss_bbox: 0.0964, s1.loss_mask: 0.0899, s2.loss_cls: 0.0369, s2.acc: 94.5252, s2.loss_bbox: 0.0631, s2.loss_mask: 0.0424, loss: 1.0643 2022-06-06 19:15:04,237 - mmdet - INFO - Epoch [15][6150/7330] lr: 1.000e-04, eta: 2 days, 15:27:40, time: 1.461, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0265, loss_semantic_seg: 0.1772, s0.loss_cls: 0.1514, s0.acc: 94.4336, s0.loss_bbox: 0.0862, s0.loss_mask: 0.1935, s1.loss_cls: 0.0704, s1.acc: 94.8928, s1.loss_bbox: 0.0950, s1.loss_mask: 0.0908, s2.loss_cls: 0.0356, s2.acc: 94.7649, s2.loss_bbox: 0.0595, s2.loss_mask: 0.0426, loss: 1.0489 2022-06-06 19:16:17,159 - mmdet - INFO - Epoch [15][6200/7330] lr: 1.000e-04, eta: 2 days, 15:26:25, time: 1.459, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0269, loss_semantic_seg: 0.1738, s0.loss_cls: 0.1534, s0.acc: 94.3752, s0.loss_bbox: 0.0906, s0.loss_mask: 0.1916, s1.loss_cls: 0.0699, s1.acc: 94.8459, s1.loss_bbox: 0.0968, s1.loss_mask: 0.0897, s2.loss_cls: 0.0354, s2.acc: 94.7838, s2.loss_bbox: 0.0619, s2.loss_mask: 0.0422, loss: 1.0530 2022-06-06 19:17:30,568 - mmdet - INFO - Epoch [15][6250/7330] lr: 1.000e-04, eta: 2 days, 15:25:11, time: 1.468, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0286, loss_semantic_seg: 0.1872, s0.loss_cls: 0.1603, s0.acc: 94.2136, s0.loss_bbox: 0.0937, s0.loss_mask: 0.1999, s1.loss_cls: 0.0740, s1.acc: 94.7672, s1.loss_bbox: 0.1014, s1.loss_mask: 0.0941, s2.loss_cls: 0.0376, s2.acc: 94.6466, s2.loss_bbox: 0.0635, s2.loss_mask: 0.0441, loss: 1.1075 2022-06-06 19:18:43,402 - mmdet - INFO - Epoch [15][6300/7330] lr: 1.000e-04, eta: 2 days, 15:23:56, time: 1.457, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0275, loss_semantic_seg: 0.1777, s0.loss_cls: 0.1562, s0.acc: 94.3943, s0.loss_bbox: 0.0912, s0.loss_mask: 0.1962, s1.loss_cls: 0.0715, s1.acc: 94.8407, s1.loss_bbox: 0.0984, s1.loss_mask: 0.0925, s2.loss_cls: 0.0368, s2.acc: 94.5840, s2.loss_bbox: 0.0627, s2.loss_mask: 0.0436, loss: 1.0766 2022-06-06 19:19:56,515 - mmdet - INFO - Epoch [15][6350/7330] lr: 1.000e-04, eta: 2 days, 15:22:42, time: 1.463, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0297, loss_semantic_seg: 0.1806, s0.loss_cls: 0.1547, s0.acc: 94.3711, s0.loss_bbox: 0.0898, s0.loss_mask: 0.1934, s1.loss_cls: 0.0729, s1.acc: 94.7180, s1.loss_bbox: 0.0957, s1.loss_mask: 0.0902, s2.loss_cls: 0.0375, s2.acc: 94.5046, s2.loss_bbox: 0.0600, s2.loss_mask: 0.0422, loss: 1.0680 2022-06-06 19:21:10,440 - mmdet - INFO - Epoch [15][6400/7330] lr: 1.000e-04, eta: 2 days, 15:21:29, time: 1.478, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0255, loss_semantic_seg: 0.1749, s0.loss_cls: 0.1653, s0.acc: 94.0134, s0.loss_bbox: 0.0911, s0.loss_mask: 0.1943, s1.loss_cls: 0.0765, s1.acc: 94.4517, s1.loss_bbox: 0.0986, s1.loss_mask: 0.0913, s2.loss_cls: 0.0388, s2.acc: 94.1790, s2.loss_bbox: 0.0617, s2.loss_mask: 0.0426, loss: 1.0829 2022-06-06 19:22:23,152 - mmdet - INFO - Epoch [15][6450/7330] lr: 1.000e-04, eta: 2 days, 15:20:14, time: 1.453, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0269, loss_semantic_seg: 0.1836, s0.loss_cls: 0.1607, s0.acc: 94.2319, s0.loss_bbox: 0.0936, s0.loss_mask: 0.2022, s1.loss_cls: 0.0734, s1.acc: 94.6936, s1.loss_bbox: 0.1033, s1.loss_mask: 0.0955, s2.loss_cls: 0.0369, s2.acc: 94.5336, s2.loss_bbox: 0.0669, s2.loss_mask: 0.0451, loss: 1.1101 2022-06-06 19:23:36,478 - mmdet - INFO - Epoch [15][6500/7330] lr: 1.000e-04, eta: 2 days, 15:19:00, time: 1.469, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0300, loss_semantic_seg: 0.1783, s0.loss_cls: 0.1665, s0.acc: 93.9734, s0.loss_bbox: 0.0962, s0.loss_mask: 0.1979, s1.loss_cls: 0.0778, s1.acc: 94.4341, s1.loss_bbox: 0.1045, s1.loss_mask: 0.0927, s2.loss_cls: 0.0392, s2.acc: 94.2233, s2.loss_bbox: 0.0664, s2.loss_mask: 0.0435, loss: 1.1164 2022-06-06 19:24:49,217 - mmdet - INFO - Epoch [15][6550/7330] lr: 1.000e-04, eta: 2 days, 15:17:45, time: 1.454, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0282, loss_semantic_seg: 0.1785, s0.loss_cls: 0.1599, s0.acc: 94.1421, s0.loss_bbox: 0.0937, s0.loss_mask: 0.1963, s1.loss_cls: 0.0737, s1.acc: 94.6122, s1.loss_bbox: 0.1046, s1.loss_mask: 0.0925, s2.loss_cls: 0.0378, s2.acc: 94.3256, s2.loss_bbox: 0.0670, s2.loss_mask: 0.0434, loss: 1.0955 2022-06-06 19:26:03,381 - mmdet - INFO - Epoch [15][6600/7330] lr: 1.000e-04, eta: 2 days, 15:16:32, time: 1.483, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0293, loss_semantic_seg: 0.1849, s0.loss_cls: 0.1718, s0.acc: 93.8022, s0.loss_bbox: 0.0972, s0.loss_mask: 0.2042, s1.loss_cls: 0.0800, s1.acc: 94.1814, s1.loss_bbox: 0.1047, s1.loss_mask: 0.0960, s2.loss_cls: 0.0405, s2.acc: 94.0696, s2.loss_bbox: 0.0654, s2.loss_mask: 0.0454, loss: 1.1423 2022-06-06 19:27:16,473 - mmdet - INFO - Epoch [15][6650/7330] lr: 1.000e-04, eta: 2 days, 15:15:18, time: 1.462, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0234, loss_rpn_bbox: 0.0289, loss_semantic_seg: 0.1741, s0.loss_cls: 0.1619, s0.acc: 94.0906, s0.loss_bbox: 0.0907, s0.loss_mask: 0.1940, s1.loss_cls: 0.0745, s1.acc: 94.5422, s1.loss_bbox: 0.0990, s1.loss_mask: 0.0913, s2.loss_cls: 0.0385, s2.acc: 94.2813, s2.loss_bbox: 0.0641, s2.loss_mask: 0.0432, loss: 1.0837 2022-06-06 19:28:29,217 - mmdet - INFO - Epoch [15][6700/7330] lr: 1.000e-04, eta: 2 days, 15:14:03, time: 1.455, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0280, loss_semantic_seg: 0.1748, s0.loss_cls: 0.1560, s0.acc: 94.3518, s0.loss_bbox: 0.0883, s0.loss_mask: 0.1909, s1.loss_cls: 0.0728, s1.acc: 94.7940, s1.loss_bbox: 0.0934, s1.loss_mask: 0.0897, s2.loss_cls: 0.0369, s2.acc: 94.6419, s2.loss_bbox: 0.0601, s2.loss_mask: 0.0424, loss: 1.0573 2022-06-06 19:29:42,871 - mmdet - INFO - Epoch [15][6750/7330] lr: 1.000e-04, eta: 2 days, 15:12:49, time: 1.471, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0286, loss_semantic_seg: 0.1836, s0.loss_cls: 0.1708, s0.acc: 93.7798, s0.loss_bbox: 0.0975, s0.loss_mask: 0.1990, s1.loss_cls: 0.0787, s1.acc: 94.3446, s1.loss_bbox: 0.1056, s1.loss_mask: 0.0942, s2.loss_cls: 0.0403, s2.acc: 94.1634, s2.loss_bbox: 0.0649, s2.loss_mask: 0.0442, loss: 1.1303 2022-06-06 19:30:54,994 - mmdet - INFO - Epoch [15][6800/7330] lr: 1.000e-04, eta: 2 days, 15:11:33, time: 1.444, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0266, loss_semantic_seg: 0.1875, s0.loss_cls: 0.1715, s0.acc: 93.8906, s0.loss_bbox: 0.0941, s0.loss_mask: 0.1965, s1.loss_cls: 0.0808, s1.acc: 94.2738, s1.loss_bbox: 0.1015, s1.loss_mask: 0.0930, s2.loss_cls: 0.0401, s2.acc: 94.1653, s2.loss_bbox: 0.0635, s2.loss_mask: 0.0435, loss: 1.1186 2022-06-06 19:32:08,216 - mmdet - INFO - Epoch [15][6850/7330] lr: 1.000e-04, eta: 2 days, 15:10:19, time: 1.465, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0266, loss_semantic_seg: 0.1733, s0.loss_cls: 0.1640, s0.acc: 94.0432, s0.loss_bbox: 0.0937, s0.loss_mask: 0.1977, s1.loss_cls: 0.0760, s1.acc: 94.5175, s1.loss_bbox: 0.1028, s1.loss_mask: 0.0934, s2.loss_cls: 0.0391, s2.acc: 94.3188, s2.loss_bbox: 0.0657, s2.loss_mask: 0.0441, loss: 1.0993 2022-06-06 19:33:20,207 - mmdet - INFO - Epoch [15][6900/7330] lr: 1.000e-04, eta: 2 days, 15:09:03, time: 1.440, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0257, loss_semantic_seg: 0.1820, s0.loss_cls: 0.1545, s0.acc: 94.5088, s0.loss_bbox: 0.0883, s0.loss_mask: 0.1946, s1.loss_cls: 0.0708, s1.acc: 94.9858, s1.loss_bbox: 0.0969, s1.loss_mask: 0.0910, s2.loss_cls: 0.0355, s2.acc: 94.8032, s2.loss_bbox: 0.0627, s2.loss_mask: 0.0430, loss: 1.0672 2022-06-06 19:34:33,056 - mmdet - INFO - Epoch [15][6950/7330] lr: 1.000e-04, eta: 2 days, 15:07:48, time: 1.457, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0276, loss_semantic_seg: 0.1785, s0.loss_cls: 0.1565, s0.acc: 94.3132, s0.loss_bbox: 0.0946, s0.loss_mask: 0.1996, s1.loss_cls: 0.0730, s1.acc: 94.7567, s1.loss_bbox: 0.1053, s1.loss_mask: 0.0947, s2.loss_cls: 0.0375, s2.acc: 94.3699, s2.loss_bbox: 0.0658, s2.loss_mask: 0.0447, loss: 1.1034 2022-06-06 19:35:45,909 - mmdet - INFO - Epoch [15][7000/7330] lr: 1.000e-04, eta: 2 days, 15:06:33, time: 1.457, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0286, loss_semantic_seg: 0.1750, s0.loss_cls: 0.1708, s0.acc: 93.7510, s0.loss_bbox: 0.0971, s0.loss_mask: 0.2019, s1.loss_cls: 0.0807, s1.acc: 94.1052, s1.loss_bbox: 0.1034, s1.loss_mask: 0.0935, s2.loss_cls: 0.0409, s2.acc: 93.9219, s2.loss_bbox: 0.0663, s2.loss_mask: 0.0441, loss: 1.1237 2022-06-06 19:36:58,678 - mmdet - INFO - Epoch [15][7050/7330] lr: 1.000e-04, eta: 2 days, 15:05:19, time: 1.455, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0276, loss_semantic_seg: 0.1795, s0.loss_cls: 0.1702, s0.acc: 93.8284, s0.loss_bbox: 0.0935, s0.loss_mask: 0.1947, s1.loss_cls: 0.0799, s1.acc: 94.2350, s1.loss_bbox: 0.1017, s1.loss_mask: 0.0913, s2.loss_cls: 0.0402, s2.acc: 94.0633, s2.loss_bbox: 0.0639, s2.loss_mask: 0.0426, loss: 1.1081 2022-06-06 19:38:10,289 - mmdet - INFO - Epoch [15][7100/7330] lr: 1.000e-04, eta: 2 days, 15:04:02, time: 1.432, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0278, loss_semantic_seg: 0.1786, s0.loss_cls: 0.1611, s0.acc: 94.2166, s0.loss_bbox: 0.0893, s0.loss_mask: 0.1991, s1.loss_cls: 0.0739, s1.acc: 94.7072, s1.loss_bbox: 0.1017, s1.loss_mask: 0.0942, s2.loss_cls: 0.0373, s2.acc: 94.5362, s2.loss_bbox: 0.0668, s2.loss_mask: 0.0444, loss: 1.0951 2022-06-06 19:39:23,817 - mmdet - INFO - Epoch [15][7150/7330] lr: 1.000e-04, eta: 2 days, 15:02:48, time: 1.471, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0277, loss_semantic_seg: 0.1859, s0.loss_cls: 0.1642, s0.acc: 94.1345, s0.loss_bbox: 0.0929, s0.loss_mask: 0.1943, s1.loss_cls: 0.0760, s1.acc: 94.5970, s1.loss_bbox: 0.0989, s1.loss_mask: 0.0912, s2.loss_cls: 0.0380, s2.acc: 94.4156, s2.loss_bbox: 0.0625, s2.loss_mask: 0.0431, loss: 1.0968 2022-06-06 19:40:38,431 - mmdet - INFO - Epoch [15][7200/7330] lr: 1.000e-04, eta: 2 days, 15:01:36, time: 1.490, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0283, loss_semantic_seg: 0.1809, s0.loss_cls: 0.1642, s0.acc: 93.9768, s0.loss_bbox: 0.0947, s0.loss_mask: 0.1985, s1.loss_cls: 0.0766, s1.acc: 94.3880, s1.loss_bbox: 0.1059, s1.loss_mask: 0.0939, s2.loss_cls: 0.0394, s2.acc: 94.1600, s2.loss_bbox: 0.0662, s2.loss_mask: 0.0441, loss: 1.1145 2022-06-06 19:41:51,549 - mmdet - INFO - Epoch [15][7250/7330] lr: 1.000e-04, eta: 2 days, 15:00:22, time: 1.465, data_time: 0.022, memory: 64799, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0269, loss_semantic_seg: 0.1778, s0.loss_cls: 0.1619, s0.acc: 94.2280, s0.loss_bbox: 0.0894, s0.loss_mask: 0.1920, s1.loss_cls: 0.0739, s1.acc: 94.6726, s1.loss_bbox: 0.0984, s1.loss_mask: 0.0909, s2.loss_cls: 0.0374, s2.acc: 94.5616, s2.loss_bbox: 0.0642, s2.loss_mask: 0.0431, loss: 1.0764 2022-06-06 19:43:05,165 - mmdet - INFO - Epoch [15][7300/7330] lr: 1.000e-04, eta: 2 days, 14:59:08, time: 1.471, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0258, loss_semantic_seg: 0.1829, s0.loss_cls: 0.1738, s0.acc: 93.8591, s0.loss_bbox: 0.0956, s0.loss_mask: 0.1977, s1.loss_cls: 0.0817, s1.acc: 94.2488, s1.loss_bbox: 0.1050, s1.loss_mask: 0.0926, s2.loss_cls: 0.0413, s2.acc: 94.0676, s2.loss_bbox: 0.0668, s2.loss_mask: 0.0433, loss: 1.1276 2022-06-06 19:44:06,172 - mmdet - INFO - Saving checkpoint at 15 epochs 2022-06-06 19:48:46,414 - mmdet - INFO - Evaluating bbox... 2022-06-06 19:49:35,595 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.552 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.743 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.610 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.400 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.598 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.690 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.725 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.725 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.725 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.568 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.760 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.862 2022-06-06 19:49:35,596 - mmdet - INFO - Evaluating segm... 2022-06-06 19:50:34,471 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.484 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.723 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.525 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.299 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.517 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.664 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 ] = 0.475 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 ] = 0.779 2022-06-06 19:50:35,415 - mmdet - INFO - Exp name: htc++_beit_adapter_v2_large_fpn_3x_coco.py 2022-06-06 19:50:35,416 - mmdet - INFO - Epoch(val) [15][313] bbox_mAP: 0.5520, bbox_mAP_50: 0.7430, bbox_mAP_75: 0.6100, bbox_mAP_s: 0.4000, bbox_mAP_m: 0.5980, bbox_mAP_l: 0.6900, bbox_mAP_copypaste: 0.552 0.743 0.610 0.400 0.598 0.690, segm_mAP: 0.4840, segm_mAP_50: 0.7230, segm_mAP_75: 0.5250, segm_mAP_s: 0.2990, segm_mAP_m: 0.5170, segm_mAP_l: 0.6640, segm_mAP_copypaste: 0.484 0.723 0.525 0.299 0.517 0.664 2022-06-06 19:54:28,669 - mmdet - INFO - Exp name: htc++_beit_adapter_v2_large_fpn_3x_coco.py 2022-06-06 19:54:28,684 - mmdet - INFO - Epoch [16][50/7330] lr: 1.000e-04, eta: 2 days, 14:59:52, time: 4.664, data_time: 3.187, memory: 64799, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0271, loss_semantic_seg: 0.1834, s0.loss_cls: 0.1646, s0.acc: 94.0151, s0.loss_bbox: 0.0986, s0.loss_mask: 0.1975, s1.loss_cls: 0.0754, s1.acc: 94.5085, s1.loss_bbox: 0.1058, s1.loss_mask: 0.0919, s2.loss_cls: 0.0386, s2.acc: 94.2733, s2.loss_bbox: 0.0666, s2.loss_mask: 0.0430, loss: 1.1147 2022-06-06 19:55:41,898 - mmdet - INFO - Epoch [16][100/7330] lr: 1.000e-04, eta: 2 days, 14:58:37, time: 1.464, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0271, loss_semantic_seg: 0.1721, s0.loss_cls: 0.1547, s0.acc: 94.3787, s0.loss_bbox: 0.0917, s0.loss_mask: 0.1985, s1.loss_cls: 0.0713, s1.acc: 94.8424, s1.loss_bbox: 0.1001, s1.loss_mask: 0.0924, s2.loss_cls: 0.0370, s2.acc: 94.4981, s2.loss_bbox: 0.0615, s2.loss_mask: 0.0434, loss: 1.0724 2022-06-06 19:56:55,914 - mmdet - INFO - Epoch [16][150/7330] lr: 1.000e-04, eta: 2 days, 14:57:24, time: 1.481, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0274, loss_semantic_seg: 0.1767, s0.loss_cls: 0.1543, s0.acc: 94.3123, s0.loss_bbox: 0.0905, s0.loss_mask: 0.1924, s1.loss_cls: 0.0712, s1.acc: 94.7749, s1.loss_bbox: 0.0995, s1.loss_mask: 0.0899, s2.loss_cls: 0.0356, s2.acc: 94.6983, s2.loss_bbox: 0.0636, s2.loss_mask: 0.0422, loss: 1.0651 2022-06-06 19:58:09,307 - mmdet - INFO - Epoch [16][200/7330] lr: 1.000e-04, eta: 2 days, 14:56:10, time: 1.468, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0264, loss_semantic_seg: 0.1710, s0.loss_cls: 0.1544, s0.acc: 94.3638, s0.loss_bbox: 0.0914, s0.loss_mask: 0.1926, s1.loss_cls: 0.0717, s1.acc: 94.8077, s1.loss_bbox: 0.0993, s1.loss_mask: 0.0905, s2.loss_cls: 0.0363, s2.acc: 94.6112, s2.loss_bbox: 0.0635, s2.loss_mask: 0.0427, loss: 1.0594 2022-06-06 19:59:22,407 - mmdet - INFO - Epoch [16][250/7330] lr: 1.000e-04, eta: 2 days, 14:54:55, time: 1.460, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0272, loss_semantic_seg: 0.1828, s0.loss_cls: 0.1611, s0.acc: 94.1670, s0.loss_bbox: 0.0924, s0.loss_mask: 0.1982, s1.loss_cls: 0.0746, s1.acc: 94.5293, s1.loss_bbox: 0.1026, s1.loss_mask: 0.0938, s2.loss_cls: 0.0377, s2.acc: 94.3190, s2.loss_bbox: 0.0652, s2.loss_mask: 0.0436, loss: 1.0994 2022-06-06 20:00:36,446 - mmdet - INFO - Epoch [16][300/7330] lr: 1.000e-04, eta: 2 days, 14:53:42, time: 1.483, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0273, loss_semantic_seg: 0.1790, s0.loss_cls: 0.1644, s0.acc: 94.1555, s0.loss_bbox: 0.0940, s0.loss_mask: 0.1969, s1.loss_cls: 0.0762, s1.acc: 94.5955, s1.loss_bbox: 0.1025, s1.loss_mask: 0.0928, s2.loss_cls: 0.0388, s2.acc: 94.3616, s2.loss_bbox: 0.0664, s2.loss_mask: 0.0435, loss: 1.1041 2022-06-06 20:01:49,692 - mmdet - INFO - Epoch [16][350/7330] lr: 1.000e-04, eta: 2 days, 14:52:28, time: 1.464, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0265, loss_semantic_seg: 0.1785, s0.loss_cls: 0.1487, s0.acc: 94.6194, s0.loss_bbox: 0.0867, s0.loss_mask: 0.1938, s1.loss_cls: 0.0685, s1.acc: 94.9597, s1.loss_bbox: 0.0954, s1.loss_mask: 0.0912, s2.loss_cls: 0.0345, s2.acc: 94.7445, s2.loss_bbox: 0.0611, s2.loss_mask: 0.0430, loss: 1.0479 2022-06-06 20:03:02,701 - mmdet - INFO - Epoch [16][400/7330] lr: 1.000e-04, eta: 2 days, 14:51:13, time: 1.460, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0274, loss_semantic_seg: 0.1783, s0.loss_cls: 0.1564, s0.acc: 94.2761, s0.loss_bbox: 0.0924, s0.loss_mask: 0.2001, s1.loss_cls: 0.0708, s1.acc: 94.8021, s1.loss_bbox: 0.1014, s1.loss_mask: 0.0938, s2.loss_cls: 0.0362, s2.acc: 94.5866, s2.loss_bbox: 0.0643, s2.loss_mask: 0.0443, loss: 1.0874 2022-06-06 20:04:15,997 - mmdet - INFO - Epoch [16][450/7330] lr: 1.000e-04, eta: 2 days, 14:49:59, time: 1.466, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0273, loss_semantic_seg: 0.1722, s0.loss_cls: 0.1519, s0.acc: 94.4580, s0.loss_bbox: 0.0894, s0.loss_mask: 0.1915, s1.loss_cls: 0.0687, s1.acc: 95.0336, s1.loss_bbox: 0.0962, s1.loss_mask: 0.0898, s2.loss_cls: 0.0344, s2.acc: 94.9048, s2.loss_bbox: 0.0638, s2.loss_mask: 0.0424, loss: 1.0482 2022-06-06 20:05:29,690 - mmdet - INFO - Epoch [16][500/7330] lr: 1.000e-04, eta: 2 days, 14:48:45, time: 1.474, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0285, loss_semantic_seg: 0.1777, s0.loss_cls: 0.1545, s0.acc: 94.3806, s0.loss_bbox: 0.0903, s0.loss_mask: 0.1930, s1.loss_cls: 0.0712, s1.acc: 94.8506, s1.loss_bbox: 0.1019, s1.loss_mask: 0.0910, s2.loss_cls: 0.0364, s2.acc: 94.6659, s2.loss_bbox: 0.0657, s2.loss_mask: 0.0430, loss: 1.0751 2022-06-06 20:06:42,586 - mmdet - INFO - Epoch [16][550/7330] lr: 1.000e-04, eta: 2 days, 14:47:30, time: 1.458, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0233, loss_rpn_bbox: 0.0275, loss_semantic_seg: 0.1793, s0.loss_cls: 0.1681, s0.acc: 93.8899, s0.loss_bbox: 0.0972, s0.loss_mask: 0.2038, s1.loss_cls: 0.0795, s1.acc: 94.2206, s1.loss_bbox: 0.1057, s1.loss_mask: 0.0953, s2.loss_cls: 0.0401, s2.acc: 94.0036, s2.loss_bbox: 0.0665, s2.loss_mask: 0.0445, loss: 1.1309 2022-06-06 20:07:55,910 - mmdet - INFO - Epoch [16][600/7330] lr: 1.000e-04, eta: 2 days, 14:46:16, time: 1.465, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0286, loss_semantic_seg: 0.1744, s0.loss_cls: 0.1684, s0.acc: 93.9246, s0.loss_bbox: 0.0955, s0.loss_mask: 0.1981, s1.loss_cls: 0.0781, s1.acc: 94.3376, s1.loss_bbox: 0.1034, s1.loss_mask: 0.0929, s2.loss_cls: 0.0400, s2.acc: 94.1955, s2.loss_bbox: 0.0662, s2.loss_mask: 0.0441, loss: 1.1126 2022-06-06 20:09:09,722 - mmdet - INFO - Epoch [16][650/7330] lr: 1.000e-04, eta: 2 days, 14:45:03, time: 1.478, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0276, loss_semantic_seg: 0.1725, s0.loss_cls: 0.1585, s0.acc: 94.2361, s0.loss_bbox: 0.0894, s0.loss_mask: 0.1923, s1.loss_cls: 0.0732, s1.acc: 94.7453, s1.loss_bbox: 0.0986, s1.loss_mask: 0.0907, s2.loss_cls: 0.0373, s2.acc: 94.5387, s2.loss_bbox: 0.0630, s2.loss_mask: 0.0429, loss: 1.0675 2022-06-06 20:10:23,668 - mmdet - INFO - Epoch [16][700/7330] lr: 1.000e-04, eta: 2 days, 14:43:49, time: 1.479, data_time: 0.020, memory: 64799, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0284, loss_semantic_seg: 0.1789, s0.loss_cls: 0.1633, s0.acc: 94.0029, s0.loss_bbox: 0.0933, s0.loss_mask: 0.1943, s1.loss_cls: 0.0749, s1.acc: 94.5296, s1.loss_bbox: 0.1032, s1.loss_mask: 0.0915, s2.loss_cls: 0.0383, s2.acc: 94.3329, s2.loss_bbox: 0.0673, s2.loss_mask: 0.0434, loss: 1.0992 2022-06-06 20:11:37,488 - mmdet - INFO - Epoch [16][750/7330] lr: 1.000e-04, eta: 2 days, 14:42:36, time: 1.476, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0281, loss_semantic_seg: 0.1747, s0.loss_cls: 0.1697, s0.acc: 93.7883, s0.loss_bbox: 0.0983, s0.loss_mask: 0.2014, s1.loss_cls: 0.0789, s1.acc: 94.2700, s1.loss_bbox: 0.1070, s1.loss_mask: 0.0942, s2.loss_cls: 0.0396, s2.acc: 94.0990, s2.loss_bbox: 0.0677, s2.loss_mask: 0.0443, loss: 1.1258 2022-06-06 20:12:51,232 - mmdet - INFO - Epoch [16][800/7330] lr: 1.000e-04, eta: 2 days, 14:41:22, time: 1.475, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0276, loss_semantic_seg: 0.1732, s0.loss_cls: 0.1635, s0.acc: 93.9768, s0.loss_bbox: 0.0925, s0.loss_mask: 0.1937, s1.loss_cls: 0.0763, s1.acc: 94.3382, s1.loss_bbox: 0.0995, s1.loss_mask: 0.0908, s2.loss_cls: 0.0381, s2.acc: 94.2672, s2.loss_bbox: 0.0641, s2.loss_mask: 0.0427, loss: 1.0821 2022-06-06 20:14:04,881 - mmdet - INFO - Epoch [16][850/7330] lr: 1.000e-04, eta: 2 days, 14:40:09, time: 1.473, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0251, loss_semantic_seg: 0.1764, s0.loss_cls: 0.1586, s0.acc: 94.2051, s0.loss_bbox: 0.0886, s0.loss_mask: 0.1931, s1.loss_cls: 0.0753, s1.acc: 94.5459, s1.loss_bbox: 0.0993, s1.loss_mask: 0.0908, s2.loss_cls: 0.0381, s2.acc: 94.3342, s2.loss_bbox: 0.0650, s2.loss_mask: 0.0431, loss: 1.0754 2022-06-06 20:15:19,391 - mmdet - INFO - Epoch [16][900/7330] lr: 1.000e-04, eta: 2 days, 14:38:56, time: 1.490, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0268, loss_semantic_seg: 0.1673, s0.loss_cls: 0.1565, s0.acc: 94.3918, s0.loss_bbox: 0.0882, s0.loss_mask: 0.1935, s1.loss_cls: 0.0726, s1.acc: 94.8294, s1.loss_bbox: 0.0984, s1.loss_mask: 0.0912, s2.loss_cls: 0.0373, s2.acc: 94.6739, s2.loss_bbox: 0.0639, s2.loss_mask: 0.0429, loss: 1.0593 2022-06-06 20:16:33,575 - mmdet - INFO - Epoch [16][950/7330] lr: 1.000e-04, eta: 2 days, 14:37:43, time: 1.484, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0267, loss_semantic_seg: 0.1790, s0.loss_cls: 0.1582, s0.acc: 94.1423, s0.loss_bbox: 0.0924, s0.loss_mask: 0.2012, s1.loss_cls: 0.0738, s1.acc: 94.6091, s1.loss_bbox: 0.1052, s1.loss_mask: 0.0955, s2.loss_cls: 0.0380, s2.acc: 94.3207, s2.loss_bbox: 0.0678, s2.loss_mask: 0.0447, loss: 1.1030 2022-06-06 20:17:47,281 - mmdet - INFO - Epoch [16][1000/7330] lr: 1.000e-04, eta: 2 days, 14:36:29, time: 1.474, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0266, loss_semantic_seg: 0.1664, s0.loss_cls: 0.1493, s0.acc: 94.4834, s0.loss_bbox: 0.0880, s0.loss_mask: 0.1887, s1.loss_cls: 0.0690, s1.acc: 95.0348, s1.loss_bbox: 0.0973, s1.loss_mask: 0.0889, s2.loss_cls: 0.0350, s2.acc: 94.7551, s2.loss_bbox: 0.0623, s2.loss_mask: 0.0419, loss: 1.0347 2022-06-06 20:19:00,664 - mmdet - INFO - Exp name: htc++_beit_adapter_v2_large_fpn_3x_coco.py 2022-06-06 20:19:00,668 - mmdet - INFO - Epoch [16][1050/7330] lr: 1.000e-04, eta: 2 days, 14:35:15, time: 1.467, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0258, loss_semantic_seg: 0.1795, s0.loss_cls: 0.1576, s0.acc: 94.2400, s0.loss_bbox: 0.0880, s0.loss_mask: 0.1964, s1.loss_cls: 0.0730, s1.acc: 94.7421, s1.loss_bbox: 0.0995, s1.loss_mask: 0.0927, s2.loss_cls: 0.0374, s2.acc: 94.5785, s2.loss_bbox: 0.0647, s2.loss_mask: 0.0444, loss: 1.0807 2022-06-06 20:20:14,211 - mmdet - INFO - Epoch [16][1100/7330] lr: 1.000e-04, eta: 2 days, 14:34:01, time: 1.471, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0260, loss_semantic_seg: 0.1690, s0.loss_cls: 0.1621, s0.acc: 94.1584, s0.loss_bbox: 0.0912, s0.loss_mask: 0.2004, s1.loss_cls: 0.0764, s1.acc: 94.4917, s1.loss_bbox: 0.1005, s1.loss_mask: 0.0942, s2.loss_cls: 0.0388, s2.acc: 94.2916, s2.loss_bbox: 0.0645, s2.loss_mask: 0.0444, loss: 1.0883 2022-06-06 20:21:27,097 - mmdet - INFO - Epoch [16][1150/7330] lr: 1.000e-04, eta: 2 days, 14:32:46, time: 1.458, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0276, loss_semantic_seg: 0.1717, s0.loss_cls: 0.1661, s0.acc: 94.0200, s0.loss_bbox: 0.0948, s0.loss_mask: 0.1978, s1.loss_cls: 0.0767, s1.acc: 94.4006, s1.loss_bbox: 0.1039, s1.loss_mask: 0.0926, s2.loss_cls: 0.0392, s2.acc: 94.1905, s2.loss_bbox: 0.0660, s2.loss_mask: 0.0435, loss: 1.1027 2022-06-06 20:22:41,048 - mmdet - INFO - Epoch [16][1200/7330] lr: 1.000e-04, eta: 2 days, 14:31:33, time: 1.479, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0291, loss_semantic_seg: 0.1722, s0.loss_cls: 0.1663, s0.acc: 93.9609, s0.loss_bbox: 0.0957, s0.loss_mask: 0.1959, s1.loss_cls: 0.0767, s1.acc: 94.4778, s1.loss_bbox: 0.1043, s1.loss_mask: 0.0920, s2.loss_cls: 0.0388, s2.acc: 94.2906, s2.loss_bbox: 0.0665, s2.loss_mask: 0.0436, loss: 1.1033 2022-06-06 20:23:55,297 - mmdet - INFO - Epoch [16][1250/7330] lr: 1.000e-04, eta: 2 days, 14:30:20, time: 1.483, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0287, loss_semantic_seg: 0.1656, s0.loss_cls: 0.1631, s0.acc: 93.9719, s0.loss_bbox: 0.0947, s0.loss_mask: 0.1967, s1.loss_cls: 0.0760, s1.acc: 94.4235, s1.loss_bbox: 0.1004, s1.loss_mask: 0.0926, s2.loss_cls: 0.0384, s2.acc: 94.3619, s2.loss_bbox: 0.0644, s2.loss_mask: 0.0435, loss: 1.0866 2022-06-06 20:25:08,312 - mmdet - INFO - Epoch [16][1300/7330] lr: 1.000e-04, eta: 2 days, 14:29:06, time: 1.462, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0278, loss_semantic_seg: 0.1812, s0.loss_cls: 0.1617, s0.acc: 94.1357, s0.loss_bbox: 0.0927, s0.loss_mask: 0.1944, s1.loss_cls: 0.0755, s1.acc: 94.5114, s1.loss_bbox: 0.1030, s1.loss_mask: 0.0917, s2.loss_cls: 0.0389, s2.acc: 94.2648, s2.loss_bbox: 0.0661, s2.loss_mask: 0.0431, loss: 1.0976 2022-06-06 20:26:20,735 - mmdet - INFO - Epoch [16][1350/7330] lr: 1.000e-04, eta: 2 days, 14:27:50, time: 1.449, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0277, loss_semantic_seg: 0.1609, s0.loss_cls: 0.1617, s0.acc: 94.0903, s0.loss_bbox: 0.0952, s0.loss_mask: 0.2001, s1.loss_cls: 0.0740, s1.acc: 94.5990, s1.loss_bbox: 0.1031, s1.loss_mask: 0.0940, s2.loss_cls: 0.0375, s2.acc: 94.3643, s2.loss_bbox: 0.0649, s2.loss_mask: 0.0438, loss: 1.0829 2022-06-06 20:27:33,545 - mmdet - INFO - Epoch [16][1400/7330] lr: 1.000e-04, eta: 2 days, 14:26:35, time: 1.456, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0259, loss_semantic_seg: 0.1785, s0.loss_cls: 0.1632, s0.acc: 94.0869, s0.loss_bbox: 0.0920, s0.loss_mask: 0.1962, s1.loss_cls: 0.0757, s1.acc: 94.5119, s1.loss_bbox: 0.1007, s1.loss_mask: 0.0922, s2.loss_cls: 0.0391, s2.acc: 94.2420, s2.loss_bbox: 0.0648, s2.loss_mask: 0.0434, loss: 1.0927 2022-06-06 20:28:46,502 - mmdet - INFO - Epoch [16][1450/7330] lr: 1.000e-04, eta: 2 days, 14:25:21, time: 1.459, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0233, loss_rpn_bbox: 0.0270, loss_semantic_seg: 0.1864, s0.loss_cls: 0.1733, s0.acc: 93.7307, s0.loss_bbox: 0.0958, s0.loss_mask: 0.1933, s1.loss_cls: 0.0809, s1.acc: 94.1413, s1.loss_bbox: 0.1040, s1.loss_mask: 0.0906, s2.loss_cls: 0.0406, s2.acc: 93.9477, s2.loss_bbox: 0.0664, s2.loss_mask: 0.0426, loss: 1.1243 2022-06-06 20:29:59,886 - mmdet - INFO - Epoch [16][1500/7330] lr: 1.000e-04, eta: 2 days, 14:24:06, time: 1.467, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0270, loss_semantic_seg: 0.1723, s0.loss_cls: 0.1656, s0.acc: 94.0063, s0.loss_bbox: 0.0914, s0.loss_mask: 0.1918, s1.loss_cls: 0.0766, s1.acc: 94.4828, s1.loss_bbox: 0.1026, s1.loss_mask: 0.0905, s2.loss_cls: 0.0393, s2.acc: 94.1892, s2.loss_bbox: 0.0663, s2.loss_mask: 0.0430, loss: 1.0895 2022-06-06 20:31:13,727 - mmdet - INFO - Epoch [16][1550/7330] lr: 1.000e-04, eta: 2 days, 14:22:53, time: 1.476, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0269, loss_semantic_seg: 0.1752, s0.loss_cls: 0.1593, s0.acc: 94.1589, s0.loss_bbox: 0.0870, s0.loss_mask: 0.1902, s1.loss_cls: 0.0747, s1.acc: 94.6059, s1.loss_bbox: 0.0949, s1.loss_mask: 0.0896, s2.loss_cls: 0.0373, s2.acc: 94.5398, s2.loss_bbox: 0.0626, s2.loss_mask: 0.0423, loss: 1.0609 2022-06-06 20:32:28,173 - mmdet - INFO - Epoch [16][1600/7330] lr: 1.000e-04, eta: 2 days, 14:21:40, time: 1.490, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0283, loss_semantic_seg: 0.1789, s0.loss_cls: 0.1660, s0.acc: 94.0015, s0.loss_bbox: 0.0934, s0.loss_mask: 0.2009, s1.loss_cls: 0.0780, s1.acc: 94.3495, s1.loss_bbox: 0.1015, s1.loss_mask: 0.0941, s2.loss_cls: 0.0394, s2.acc: 94.2549, s2.loss_bbox: 0.0652, s2.loss_mask: 0.0444, loss: 1.1117 2022-06-06 20:33:41,047 - mmdet - INFO - Epoch [16][1650/7330] lr: 1.000e-04, eta: 2 days, 14:20:26, time: 1.458, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0273, loss_semantic_seg: 0.1750, s0.loss_cls: 0.1607, s0.acc: 94.1812, s0.loss_bbox: 0.0918, s0.loss_mask: 0.1946, s1.loss_cls: 0.0751, s1.acc: 94.5606, s1.loss_bbox: 0.0999, s1.loss_mask: 0.0914, s2.loss_cls: 0.0376, s2.acc: 94.5052, s2.loss_bbox: 0.0645, s2.loss_mask: 0.0433, loss: 1.0822 2022-06-06 20:34:54,638 - mmdet - INFO - Epoch [16][1700/7330] lr: 1.000e-04, eta: 2 days, 14:19:12, time: 1.472, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0273, loss_semantic_seg: 0.1777, s0.loss_cls: 0.1542, s0.acc: 94.2976, s0.loss_bbox: 0.0913, s0.loss_mask: 0.1998, s1.loss_cls: 0.0714, s1.acc: 94.7322, s1.loss_bbox: 0.1024, s1.loss_mask: 0.0940, s2.loss_cls: 0.0365, s2.acc: 94.4964, s2.loss_bbox: 0.0669, s2.loss_mask: 0.0443, loss: 1.0871 2022-06-06 20:36:08,504 - mmdet - INFO - Epoch [16][1750/7330] lr: 1.000e-04, eta: 2 days, 14:17:58, time: 1.477, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0264, loss_semantic_seg: 0.1746, s0.loss_cls: 0.1615, s0.acc: 94.1533, s0.loss_bbox: 0.0912, s0.loss_mask: 0.1977, s1.loss_cls: 0.0742, s1.acc: 94.6272, s1.loss_bbox: 0.1014, s1.loss_mask: 0.0933, s2.loss_cls: 0.0378, s2.acc: 94.4682, s2.loss_bbox: 0.0653, s2.loss_mask: 0.0437, loss: 1.0890 2022-06-06 20:37:22,587 - mmdet - INFO - Epoch [16][1800/7330] lr: 1.000e-04, eta: 2 days, 14:16:45, time: 1.482, data_time: 0.020, memory: 64799, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0283, loss_semantic_seg: 0.1712, s0.loss_cls: 0.1499, s0.acc: 94.5454, s0.loss_bbox: 0.0856, s0.loss_mask: 0.1885, s1.loss_cls: 0.0700, s1.acc: 94.9512, s1.loss_bbox: 0.0957, s1.loss_mask: 0.0895, s2.loss_cls: 0.0357, s2.acc: 94.6690, s2.loss_bbox: 0.0634, s2.loss_mask: 0.0426, loss: 1.0429 2022-06-06 20:38:36,754 - mmdet - INFO - Epoch [16][1850/7330] lr: 1.000e-04, eta: 2 days, 14:15:32, time: 1.483, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0291, loss_semantic_seg: 0.1798, s0.loss_cls: 0.1671, s0.acc: 93.9602, s0.loss_bbox: 0.0951, s0.loss_mask: 0.1976, s1.loss_cls: 0.0783, s1.acc: 94.3507, s1.loss_bbox: 0.1040, s1.loss_mask: 0.0931, s2.loss_cls: 0.0404, s2.acc: 94.0878, s2.loss_bbox: 0.0655, s2.loss_mask: 0.0441, loss: 1.1178 2022-06-06 20:39:49,679 - mmdet - INFO - Epoch [16][1900/7330] lr: 1.000e-04, eta: 2 days, 14:14:17, time: 1.459, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0280, loss_semantic_seg: 0.1753, s0.loss_cls: 0.1633, s0.acc: 94.1079, s0.loss_bbox: 0.0907, s0.loss_mask: 0.1936, s1.loss_cls: 0.0742, s1.acc: 94.6440, s1.loss_bbox: 0.0992, s1.loss_mask: 0.0905, s2.loss_cls: 0.0379, s2.acc: 94.4470, s2.loss_bbox: 0.0631, s2.loss_mask: 0.0426, loss: 1.0806 2022-06-06 20:41:02,380 - mmdet - INFO - Epoch [16][1950/7330] lr: 1.000e-04, eta: 2 days, 14:13:02, time: 1.454, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0277, loss_semantic_seg: 0.1747, s0.loss_cls: 0.1691, s0.acc: 93.8467, s0.loss_bbox: 0.0947, s0.loss_mask: 0.1942, s1.loss_cls: 0.0791, s1.acc: 94.2495, s1.loss_bbox: 0.1058, s1.loss_mask: 0.0915, s2.loss_cls: 0.0398, s2.acc: 94.1687, s2.loss_bbox: 0.0683, s2.loss_mask: 0.0429, loss: 1.1096 2022-06-06 20:42:15,338 - mmdet - INFO - Epoch [16][2000/7330] lr: 1.000e-04, eta: 2 days, 14:11:48, time: 1.459, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0283, loss_semantic_seg: 0.1741, s0.loss_cls: 0.1616, s0.acc: 94.1445, s0.loss_bbox: 0.0947, s0.loss_mask: 0.2001, s1.loss_cls: 0.0746, s1.acc: 94.7194, s1.loss_bbox: 0.1018, s1.loss_mask: 0.0935, s2.loss_cls: 0.0380, s2.acc: 94.4860, s2.loss_bbox: 0.0657, s2.loss_mask: 0.0442, loss: 1.0972 2022-06-06 20:43:28,020 - mmdet - INFO - Exp name: htc++_beit_adapter_v2_large_fpn_3x_coco.py 2022-06-06 20:43:28,021 - mmdet - INFO - Epoch [16][2050/7330] lr: 1.000e-04, eta: 2 days, 14:10:32, time: 1.452, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0282, loss_semantic_seg: 0.1745, s0.loss_cls: 0.1701, s0.acc: 93.7842, s0.loss_bbox: 0.0971, s0.loss_mask: 0.1940, s1.loss_cls: 0.0806, s1.acc: 94.2023, s1.loss_bbox: 0.1055, s1.loss_mask: 0.0914, s2.loss_cls: 0.0412, s2.acc: 94.0124, s2.loss_bbox: 0.0669, s2.loss_mask: 0.0431, loss: 1.1162 2022-06-06 20:44:40,173 - mmdet - INFO - Epoch [16][2100/7330] lr: 1.000e-04, eta: 2 days, 14:09:17, time: 1.445, data_time: 0.021, memory: 64799, loss_rpn_cls: 0.0189, loss_rpn_bbox: 0.0265, loss_semantic_seg: 0.1688, s0.loss_cls: 0.1608, s0.acc: 94.2144, s0.loss_bbox: 0.0929, s0.loss_mask: 0.1946, s1.loss_cls: 0.0730, s1.acc: 94.7705, s1.loss_bbox: 0.0994, s1.loss_mask: 0.0917, s2.loss_cls: 0.0369, s2.acc: 94.5955, s2.loss_bbox: 0.0634, s2.loss_mask: 0.0434, loss: 1.0704 2022-06-06 20:45:53,526 - mmdet - INFO - Epoch [16][2150/7330] lr: 1.000e-04, eta: 2 days, 14:08:03, time: 1.467, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0303, loss_semantic_seg: 0.1718, s0.loss_cls: 0.1698, s0.acc: 93.8411, s0.loss_bbox: 0.0981, s0.loss_mask: 0.2004, s1.loss_cls: 0.0786, s1.acc: 94.3038, s1.loss_bbox: 0.1058, s1.loss_mask: 0.0949, s2.loss_cls: 0.0398, s2.acc: 94.1747, s2.loss_bbox: 0.0664, s2.loss_mask: 0.0443, loss: 1.1209 2022-06-06 20:47:06,450 - mmdet - INFO - Epoch [16][2200/7330] lr: 1.000e-04, eta: 2 days, 14:06:48, time: 1.459, data_time: 0.021, memory: 64799, loss_rpn_cls: 0.0233, loss_rpn_bbox: 0.0297, loss_semantic_seg: 0.1745, s0.loss_cls: 0.1644, s0.acc: 94.0017, s0.loss_bbox: 0.0919, s0.loss_mask: 0.1999, s1.loss_cls: 0.0748, s1.acc: 94.6107, s1.loss_bbox: 0.1005, s1.loss_mask: 0.0944, s2.loss_cls: 0.0380, s2.acc: 94.3540, s2.loss_bbox: 0.0654, s2.loss_mask: 0.0447, loss: 1.1012 2022-06-06 20:48:19,509 - mmdet - INFO - Epoch [16][2250/7330] lr: 1.000e-04, eta: 2 days, 14:05:33, time: 1.459, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0282, loss_semantic_seg: 0.1764, s0.loss_cls: 0.1571, s0.acc: 94.2520, s0.loss_bbox: 0.0886, s0.loss_mask: 0.1912, s1.loss_cls: 0.0724, s1.acc: 94.7292, s1.loss_bbox: 0.0985, s1.loss_mask: 0.0903, s2.loss_cls: 0.0370, s2.acc: 94.5119, s2.loss_bbox: 0.0642, s2.loss_mask: 0.0428, loss: 1.0690 2022-06-06 20:49:33,428 - mmdet - INFO - Epoch [16][2300/7330] lr: 1.000e-04, eta: 2 days, 14:04:20, time: 1.480, data_time: 0.020, memory: 64799, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0271, loss_semantic_seg: 0.1791, s0.loss_cls: 0.1574, s0.acc: 94.3301, s0.loss_bbox: 0.0900, s0.loss_mask: 0.1941, s1.loss_cls: 0.0718, s1.acc: 94.8679, s1.loss_bbox: 0.1002, s1.loss_mask: 0.0919, s2.loss_cls: 0.0369, s2.acc: 94.6023, s2.loss_bbox: 0.0645, s2.loss_mask: 0.0430, loss: 1.0772 2022-06-06 20:50:47,334 - mmdet - INFO - Epoch [16][2350/7330] lr: 1.000e-04, eta: 2 days, 14:03:07, time: 1.478, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0265, loss_semantic_seg: 0.1770, s0.loss_cls: 0.1667, s0.acc: 93.9685, s0.loss_bbox: 0.0935, s0.loss_mask: 0.1945, s1.loss_cls: 0.0776, s1.acc: 94.3740, s1.loss_bbox: 0.1025, s1.loss_mask: 0.0911, s2.loss_cls: 0.0401, s2.acc: 94.1518, s2.loss_bbox: 0.0645, s2.loss_mask: 0.0428, loss: 1.0998 2022-06-06 20:52:01,307 - mmdet - INFO - Epoch [16][2400/7330] lr: 1.000e-04, eta: 2 days, 14:01:53, time: 1.479, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0295, loss_semantic_seg: 0.1767, s0.loss_cls: 0.1571, s0.acc: 94.1846, s0.loss_bbox: 0.0925, s0.loss_mask: 0.1901, s1.loss_cls: 0.0731, s1.acc: 94.6782, s1.loss_bbox: 0.1028, s1.loss_mask: 0.0891, s2.loss_cls: 0.0373, s2.acc: 94.3980, s2.loss_bbox: 0.0651, s2.loss_mask: 0.0422, loss: 1.0761 2022-06-06 20:53:14,435 - mmdet - INFO - Epoch [16][2450/7330] lr: 1.000e-04, eta: 2 days, 14:00:39, time: 1.462, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0274, loss_semantic_seg: 0.1724, s0.loss_cls: 0.1553, s0.acc: 94.3198, s0.loss_bbox: 0.0924, s0.loss_mask: 0.1968, s1.loss_cls: 0.0726, s1.acc: 94.6600, s1.loss_bbox: 0.1027, s1.loss_mask: 0.0924, s2.loss_cls: 0.0372, s2.acc: 94.5344, s2.loss_bbox: 0.0659, s2.loss_mask: 0.0433, loss: 1.0798 2022-06-06 20:54:27,879 - mmdet - INFO - Epoch [16][2500/7330] lr: 1.000e-04, eta: 2 days, 13:59:25, time: 1.469, data_time: 0.021, memory: 64799, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0269, loss_semantic_seg: 0.1762, s0.loss_cls: 0.1592, s0.acc: 94.1670, s0.loss_bbox: 0.0917, s0.loss_mask: 0.1956, s1.loss_cls: 0.0740, s1.acc: 94.5233, s1.loss_bbox: 0.1005, s1.loss_mask: 0.0915, s2.loss_cls: 0.0375, s2.acc: 94.2782, s2.loss_bbox: 0.0642, s2.loss_mask: 0.0431, loss: 1.0824 2022-06-06 20:55:43,439 - mmdet - INFO - Epoch [16][2550/7330] lr: 1.000e-04, eta: 2 days, 13:58:14, time: 1.510, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0234, loss_rpn_bbox: 0.0283, loss_semantic_seg: 0.1780, s0.loss_cls: 0.1649, s0.acc: 94.1646, s0.loss_bbox: 0.0896, s0.loss_mask: 0.1942, s1.loss_cls: 0.0770, s1.acc: 94.5644, s1.loss_bbox: 0.1013, s1.loss_mask: 0.0923, s2.loss_cls: 0.0393, s2.acc: 94.2879, s2.loss_bbox: 0.0673, s2.loss_mask: 0.0440, loss: 1.0997 2022-06-06 20:56:55,974 - mmdet - INFO - Epoch [16][2600/7330] lr: 1.000e-04, eta: 2 days, 13:56:59, time: 1.452, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0256, loss_semantic_seg: 0.1693, s0.loss_cls: 0.1581, s0.acc: 94.2947, s0.loss_bbox: 0.0910, s0.loss_mask: 0.1921, s1.loss_cls: 0.0729, s1.acc: 94.7780, s1.loss_bbox: 0.0988, s1.loss_mask: 0.0902, s2.loss_cls: 0.0367, s2.acc: 94.4963, s2.loss_bbox: 0.0629, s2.loss_mask: 0.0425, loss: 1.0613 2022-06-06 20:58:09,214 - mmdet - INFO - Epoch [16][2650/7330] lr: 1.000e-04, eta: 2 days, 13:55:44, time: 1.465, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0272, loss_semantic_seg: 0.1766, s0.loss_cls: 0.1641, s0.acc: 94.0872, s0.loss_bbox: 0.0937, s0.loss_mask: 0.1996, s1.loss_cls: 0.0768, s1.acc: 94.4870, s1.loss_bbox: 0.1032, s1.loss_mask: 0.0941, s2.loss_cls: 0.0387, s2.acc: 94.3338, s2.loss_bbox: 0.0661, s2.loss_mask: 0.0445, loss: 1.1043 2022-06-06 20:59:22,543 - mmdet - INFO - Epoch [16][2700/7330] lr: 1.000e-04, eta: 2 days, 13:54:30, time: 1.467, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0270, loss_semantic_seg: 0.1787, s0.loss_cls: 0.1600, s0.acc: 94.2747, s0.loss_bbox: 0.0880, s0.loss_mask: 0.1911, s1.loss_cls: 0.0739, s1.acc: 94.7499, s1.loss_bbox: 0.0972, s1.loss_mask: 0.0903, s2.loss_cls: 0.0379, s2.acc: 94.4979, s2.loss_bbox: 0.0633, s2.loss_mask: 0.0427, loss: 1.0712 2022-06-06 21:00:36,940 - mmdet - INFO - Epoch [16][2750/7330] lr: 1.000e-04, eta: 2 days, 13:53:17, time: 1.488, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0290, loss_semantic_seg: 0.1760, s0.loss_cls: 0.1621, s0.acc: 94.1191, s0.loss_bbox: 0.0941, s0.loss_mask: 0.1948, s1.loss_cls: 0.0754, s1.acc: 94.4962, s1.loss_bbox: 0.1033, s1.loss_mask: 0.0911, s2.loss_cls: 0.0396, s2.acc: 94.1880, s2.loss_bbox: 0.0639, s2.loss_mask: 0.0428, loss: 1.0945 2022-06-06 21:01:51,014 - mmdet - INFO - Epoch [16][2800/7330] lr: 1.000e-04, eta: 2 days, 13:52:04, time: 1.480, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0267, loss_semantic_seg: 0.1813, s0.loss_cls: 0.1584, s0.acc: 94.3442, s0.loss_bbox: 0.0885, s0.loss_mask: 0.1964, s1.loss_cls: 0.0738, s1.acc: 94.7558, s1.loss_bbox: 0.0992, s1.loss_mask: 0.0926, s2.loss_cls: 0.0376, s2.acc: 94.5833, s2.loss_bbox: 0.0641, s2.loss_mask: 0.0437, loss: 1.0836 2022-06-06 21:03:03,612 - mmdet - INFO - Epoch [16][2850/7330] lr: 1.000e-04, eta: 2 days, 13:50:49, time: 1.453, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0260, loss_semantic_seg: 0.1779, s0.loss_cls: 0.1577, s0.acc: 94.2891, s0.loss_bbox: 0.0911, s0.loss_mask: 0.1986, s1.loss_cls: 0.0737, s1.acc: 94.6732, s1.loss_bbox: 0.1002, s1.loss_mask: 0.0932, s2.loss_cls: 0.0378, s2.acc: 94.4510, s2.loss_bbox: 0.0639, s2.loss_mask: 0.0435, loss: 1.0855 2022-06-06 21:04:17,345 - mmdet - INFO - Epoch [16][2900/7330] lr: 1.000e-04, eta: 2 days, 13:49:35, time: 1.475, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0291, loss_semantic_seg: 0.1782, s0.loss_cls: 0.1584, s0.acc: 94.1536, s0.loss_bbox: 0.0927, s0.loss_mask: 0.2011, s1.loss_cls: 0.0736, s1.acc: 94.4496, s1.loss_bbox: 0.0991, s1.loss_mask: 0.0947, s2.loss_cls: 0.0373, s2.acc: 94.4265, s2.loss_bbox: 0.0632, s2.loss_mask: 0.0447, loss: 1.0965 2022-06-06 21:05:30,789 - mmdet - INFO - Epoch [16][2950/7330] lr: 1.000e-04, eta: 2 days, 13:48:21, time: 1.469, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0275, loss_semantic_seg: 0.1737, s0.loss_cls: 0.1549, s0.acc: 94.2944, s0.loss_bbox: 0.0932, s0.loss_mask: 0.1964, s1.loss_cls: 0.0714, s1.acc: 94.8494, s1.loss_bbox: 0.1019, s1.loss_mask: 0.0924, s2.loss_cls: 0.0370, s2.acc: 94.5472, s2.loss_bbox: 0.0641, s2.loss_mask: 0.0431, loss: 1.0777 2022-06-06 21:06:43,611 - mmdet - INFO - Epoch [16][3000/7330] lr: 1.000e-04, eta: 2 days, 13:47:07, time: 1.457, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0270, loss_semantic_seg: 0.1727, s0.loss_cls: 0.1547, s0.acc: 94.3474, s0.loss_bbox: 0.0917, s0.loss_mask: 0.1981, s1.loss_cls: 0.0729, s1.acc: 94.7556, s1.loss_bbox: 0.0981, s1.loss_mask: 0.0929, s2.loss_cls: 0.0360, s2.acc: 94.7136, s2.loss_bbox: 0.0623, s2.loss_mask: 0.0435, loss: 1.0735 2022-06-06 21:07:57,436 - mmdet - INFO - Exp name: htc++_beit_adapter_v2_large_fpn_3x_coco.py 2022-06-06 21:07:57,438 - mmdet - INFO - Epoch [16][3050/7330] lr: 1.000e-04, eta: 2 days, 13:45:53, time: 1.477, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0295, loss_semantic_seg: 0.1825, s0.loss_cls: 0.1576, s0.acc: 94.2517, s0.loss_bbox: 0.0896, s0.loss_mask: 0.1979, s1.loss_cls: 0.0723, s1.acc: 94.7115, s1.loss_bbox: 0.0982, s1.loss_mask: 0.0937, s2.loss_cls: 0.0371, s2.acc: 94.5104, s2.loss_bbox: 0.0630, s2.loss_mask: 0.0443, loss: 1.0877 2022-06-06 21:09:11,401 - mmdet - INFO - Epoch [16][3100/7330] lr: 1.000e-04, eta: 2 days, 13:44:40, time: 1.478, data_time: 0.020, memory: 64799, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0280, loss_semantic_seg: 0.1769, s0.loss_cls: 0.1584, s0.acc: 94.3599, s0.loss_bbox: 0.0927, s0.loss_mask: 0.1981, s1.loss_cls: 0.0739, s1.acc: 94.6863, s1.loss_bbox: 0.1014, s1.loss_mask: 0.0928, s2.loss_cls: 0.0371, s2.acc: 94.5967, s2.loss_bbox: 0.0640, s2.loss_mask: 0.0436, loss: 1.0919 2022-06-06 21:10:23,725 - mmdet - INFO - Epoch [16][3150/7330] lr: 1.000e-04, eta: 2 days, 13:43:24, time: 1.448, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0282, loss_semantic_seg: 0.1698, s0.loss_cls: 0.1557, s0.acc: 94.2561, s0.loss_bbox: 0.0913, s0.loss_mask: 0.1969, s1.loss_cls: 0.0713, s1.acc: 94.7602, s1.loss_bbox: 0.1021, s1.loss_mask: 0.0928, s2.loss_cls: 0.0371, s2.acc: 94.5963, s2.loss_bbox: 0.0653, s2.loss_mask: 0.0439, loss: 1.0761 2022-06-06 21:11:36,882 - mmdet - INFO - Epoch [16][3200/7330] lr: 1.000e-04, eta: 2 days, 13:42:10, time: 1.463, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0267, loss_semantic_seg: 0.1704, s0.loss_cls: 0.1646, s0.acc: 94.1414, s0.loss_bbox: 0.0929, s0.loss_mask: 0.1999, s1.loss_cls: 0.0752, s1.acc: 94.6262, s1.loss_bbox: 0.0998, s1.loss_mask: 0.0927, s2.loss_cls: 0.0386, s2.acc: 94.3920, s2.loss_bbox: 0.0627, s2.loss_mask: 0.0436, loss: 1.0877 2022-06-06 21:12:50,340 - mmdet - INFO - Epoch [16][3250/7330] lr: 1.000e-04, eta: 2 days, 13:40:56, time: 1.469, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0260, loss_semantic_seg: 0.1696, s0.loss_cls: 0.1574, s0.acc: 94.2903, s0.loss_bbox: 0.0871, s0.loss_mask: 0.1908, s1.loss_cls: 0.0733, s1.acc: 94.6779, s1.loss_bbox: 0.0979, s1.loss_mask: 0.0903, s2.loss_cls: 0.0377, s2.acc: 94.4204, s2.loss_bbox: 0.0637, s2.loss_mask: 0.0428, loss: 1.0585 2022-06-06 21:14:04,538 - mmdet - INFO - Epoch [16][3300/7330] lr: 1.000e-04, eta: 2 days, 13:39:43, time: 1.484, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0279, loss_semantic_seg: 0.1751, s0.loss_cls: 0.1596, s0.acc: 94.1958, s0.loss_bbox: 0.0938, s0.loss_mask: 0.1992, s1.loss_cls: 0.0739, s1.acc: 94.6905, s1.loss_bbox: 0.1032, s1.loss_mask: 0.0949, s2.loss_cls: 0.0372, s2.acc: 94.5242, s2.loss_bbox: 0.0658, s2.loss_mask: 0.0445, loss: 1.0959 2022-06-06 21:15:17,681 - mmdet - INFO - Epoch [16][3350/7330] lr: 1.000e-04, eta: 2 days, 13:38:28, time: 1.463, data_time: 0.012, memory: 64799, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0267, loss_semantic_seg: 0.1756, s0.loss_cls: 0.1550, s0.acc: 94.4370, s0.loss_bbox: 0.0871, s0.loss_mask: 0.1962, s1.loss_cls: 0.0713, s1.acc: 94.8831, s1.loss_bbox: 0.0962, s1.loss_mask: 0.0924, s2.loss_cls: 0.0371, s2.acc: 94.6285, s2.loss_bbox: 0.0627, s2.loss_mask: 0.0438, loss: 1.0650 2022-06-06 21:16:30,473 - mmdet - INFO - Epoch [16][3400/7330] lr: 1.000e-04, eta: 2 days, 13:37:14, time: 1.455, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0297, loss_semantic_seg: 0.1876, s0.loss_cls: 0.1544, s0.acc: 94.4441, s0.loss_bbox: 0.0903, s0.loss_mask: 0.1968, s1.loss_cls: 0.0717, s1.acc: 94.8480, s1.loss_bbox: 0.0974, s1.loss_mask: 0.0919, s2.loss_cls: 0.0362, s2.acc: 94.7352, s2.loss_bbox: 0.0624, s2.loss_mask: 0.0429, loss: 1.0837 2022-06-06 21:17:43,532 - mmdet - INFO - Epoch [16][3450/7330] lr: 1.000e-04, eta: 2 days, 13:35:59, time: 1.462, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0270, loss_semantic_seg: 0.1751, s0.loss_cls: 0.1586, s0.acc: 94.2788, s0.loss_bbox: 0.0898, s0.loss_mask: 0.2002, s1.loss_cls: 0.0733, s1.acc: 94.7188, s1.loss_bbox: 0.0986, s1.loss_mask: 0.0948, s2.loss_cls: 0.0376, s2.acc: 94.4500, s2.loss_bbox: 0.0628, s2.loss_mask: 0.0450, loss: 1.0846 2022-06-06 21:18:56,708 - mmdet - INFO - Epoch [16][3500/7330] lr: 1.000e-04, eta: 2 days, 13:34:45, time: 1.464, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0269, loss_semantic_seg: 0.1818, s0.loss_cls: 0.1565, s0.acc: 94.3564, s0.loss_bbox: 0.0897, s0.loss_mask: 0.1940, s1.loss_cls: 0.0736, s1.acc: 94.7763, s1.loss_bbox: 0.0980, s1.loss_mask: 0.0917, s2.loss_cls: 0.0373, s2.acc: 94.6638, s2.loss_bbox: 0.0631, s2.loss_mask: 0.0433, loss: 1.0769 2022-06-06 21:20:10,103 - mmdet - INFO - Epoch [16][3550/7330] lr: 1.000e-04, eta: 2 days, 13:33:31, time: 1.468, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0257, loss_semantic_seg: 0.1676, s0.loss_cls: 0.1469, s0.acc: 94.6689, s0.loss_bbox: 0.0856, s0.loss_mask: 0.1945, s1.loss_cls: 0.0675, s1.acc: 95.1567, s1.loss_bbox: 0.0966, s1.loss_mask: 0.0919, s2.loss_cls: 0.0346, s2.acc: 94.9424, s2.loss_bbox: 0.0631, s2.loss_mask: 0.0436, loss: 1.0389 2022-06-06 21:21:23,332 - mmdet - INFO - Epoch [16][3600/7330] lr: 1.000e-04, eta: 2 days, 13:32:16, time: 1.464, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0272, loss_semantic_seg: 0.1711, s0.loss_cls: 0.1585, s0.acc: 94.1968, s0.loss_bbox: 0.0916, s0.loss_mask: 0.1983, s1.loss_cls: 0.0727, s1.acc: 94.6717, s1.loss_bbox: 0.1010, s1.loss_mask: 0.0929, s2.loss_cls: 0.0366, s2.acc: 94.5081, s2.loss_bbox: 0.0649, s2.loss_mask: 0.0440, loss: 1.0795 2022-06-06 21:22:36,041 - mmdet - INFO - Epoch [16][3650/7330] lr: 1.000e-04, eta: 2 days, 13:31:01, time: 1.454, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0258, loss_semantic_seg: 0.1786, s0.loss_cls: 0.1538, s0.acc: 94.2637, s0.loss_bbox: 0.0920, s0.loss_mask: 0.1928, s1.loss_cls: 0.0719, s1.acc: 94.7545, s1.loss_bbox: 0.0975, s1.loss_mask: 0.0906, s2.loss_cls: 0.0364, s2.acc: 94.5387, s2.loss_bbox: 0.0616, s2.loss_mask: 0.0426, loss: 1.0643 2022-06-06 21:23:49,549 - mmdet - INFO - Epoch [16][3700/7330] lr: 1.000e-04, eta: 2 days, 13:29:47, time: 1.470, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0271, loss_semantic_seg: 0.1823, s0.loss_cls: 0.1660, s0.acc: 94.0037, s0.loss_bbox: 0.0925, s0.loss_mask: 0.2001, s1.loss_cls: 0.0782, s1.acc: 94.4304, s1.loss_bbox: 0.1021, s1.loss_mask: 0.0943, s2.loss_cls: 0.0395, s2.acc: 94.2552, s2.loss_bbox: 0.0656, s2.loss_mask: 0.0447, loss: 1.1138 2022-06-06 21:25:02,527 - mmdet - INFO - Epoch [16][3750/7330] lr: 1.000e-04, eta: 2 days, 13:28:33, time: 1.459, data_time: 0.011, memory: 64799, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0274, loss_semantic_seg: 0.1781, s0.loss_cls: 0.1667, s0.acc: 93.9277, s0.loss_bbox: 0.0946, s0.loss_mask: 0.1971, s1.loss_cls: 0.0793, s1.acc: 94.3139, s1.loss_bbox: 0.1028, s1.loss_mask: 0.0924, s2.loss_cls: 0.0405, s2.acc: 94.0419, s2.loss_bbox: 0.0643, s2.loss_mask: 0.0437, loss: 1.1092 2022-06-06 21:26:15,677 - mmdet - INFO - Epoch [16][3800/7330] lr: 1.000e-04, eta: 2 days, 13:27:18, time: 1.463, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0240, loss_rpn_bbox: 0.0281, loss_semantic_seg: 0.1730, s0.loss_cls: 0.1572, s0.acc: 94.2546, s0.loss_bbox: 0.0914, s0.loss_mask: 0.1902, s1.loss_cls: 0.0725, s1.acc: 94.7427, s1.loss_bbox: 0.0984, s1.loss_mask: 0.0892, s2.loss_cls: 0.0367, s2.acc: 94.5784, s2.loss_bbox: 0.0633, s2.loss_mask: 0.0422, loss: 1.0661 2022-06-06 21:27:28,810 - mmdet - INFO - Epoch [16][3850/7330] lr: 1.000e-04, eta: 2 days, 13:26:04, time: 1.460, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0242, loss_semantic_seg: 0.1760, s0.loss_cls: 0.1483, s0.acc: 94.7241, s0.loss_bbox: 0.0844, s0.loss_mask: 0.1815, s1.loss_cls: 0.0673, s1.acc: 95.1648, s1.loss_bbox: 0.0945, s1.loss_mask: 0.0859, s2.loss_cls: 0.0348, s2.acc: 94.9571, s2.loss_bbox: 0.0615, s2.loss_mask: 0.0404, loss: 1.0189 2022-06-06 21:28:41,827 - mmdet - INFO - Epoch [16][3900/7330] lr: 1.000e-04, eta: 2 days, 13:24:50, time: 1.462, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0272, loss_semantic_seg: 0.1794, s0.loss_cls: 0.1664, s0.acc: 93.8972, s0.loss_bbox: 0.0990, s0.loss_mask: 0.1998, s1.loss_cls: 0.0770, s1.acc: 94.3801, s1.loss_bbox: 0.1067, s1.loss_mask: 0.0935, s2.loss_cls: 0.0389, s2.acc: 94.2053, s2.loss_bbox: 0.0662, s2.loss_mask: 0.0437, loss: 1.1194 2022-06-06 21:29:55,558 - mmdet - INFO - Epoch [16][3950/7330] lr: 1.000e-04, eta: 2 days, 13:23:36, time: 1.474, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0301, loss_semantic_seg: 0.1864, s0.loss_cls: 0.1647, s0.acc: 94.0676, s0.loss_bbox: 0.0911, s0.loss_mask: 0.1989, s1.loss_cls: 0.0761, s1.acc: 94.5733, s1.loss_bbox: 0.0989, s1.loss_mask: 0.0940, s2.loss_cls: 0.0390, s2.acc: 94.2900, s2.loss_bbox: 0.0639, s2.loss_mask: 0.0446, loss: 1.1089 2022-06-06 21:31:08,305 - mmdet - INFO - Epoch [16][4000/7330] lr: 1.000e-04, eta: 2 days, 13:22:21, time: 1.456, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0274, loss_semantic_seg: 0.1774, s0.loss_cls: 0.1619, s0.acc: 94.0972, s0.loss_bbox: 0.0921, s0.loss_mask: 0.1982, s1.loss_cls: 0.0761, s1.acc: 94.4851, s1.loss_bbox: 0.1025, s1.loss_mask: 0.0934, s2.loss_cls: 0.0391, s2.acc: 94.1569, s2.loss_bbox: 0.0664, s2.loss_mask: 0.0445, loss: 1.0996 2022-06-06 21:32:21,026 - mmdet - INFO - Exp name: htc++_beit_adapter_v2_large_fpn_3x_coco.py 2022-06-06 21:32:21,027 - mmdet - INFO - Epoch [16][4050/7330] lr: 1.000e-04, eta: 2 days, 13:21:06, time: 1.454, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0248, loss_semantic_seg: 0.1810, s0.loss_cls: 0.1579, s0.acc: 94.2439, s0.loss_bbox: 0.0905, s0.loss_mask: 0.1941, s1.loss_cls: 0.0732, s1.acc: 94.6755, s1.loss_bbox: 0.1010, s1.loss_mask: 0.0917, s2.loss_cls: 0.0375, s2.acc: 94.3898, s2.loss_bbox: 0.0646, s2.loss_mask: 0.0429, loss: 1.0823 2022-06-06 21:33:33,691 - mmdet - INFO - Epoch [16][4100/7330] lr: 1.000e-04, eta: 2 days, 13:19:51, time: 1.453, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0273, loss_semantic_seg: 0.1795, s0.loss_cls: 0.1633, s0.acc: 94.0574, s0.loss_bbox: 0.0925, s0.loss_mask: 0.1985, s1.loss_cls: 0.0769, s1.acc: 94.4611, s1.loss_bbox: 0.1015, s1.loss_mask: 0.0938, s2.loss_cls: 0.0390, s2.acc: 94.2166, s2.loss_bbox: 0.0643, s2.loss_mask: 0.0440, loss: 1.1022 2022-06-06 21:34:46,921 - mmdet - INFO - Epoch [16][4150/7330] lr: 1.000e-04, eta: 2 days, 13:18:37, time: 1.463, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0281, loss_semantic_seg: 0.1764, s0.loss_cls: 0.1669, s0.acc: 93.9180, s0.loss_bbox: 0.0974, s0.loss_mask: 0.2012, s1.loss_cls: 0.0792, s1.acc: 94.3283, s1.loss_bbox: 0.1075, s1.loss_mask: 0.0942, s2.loss_cls: 0.0403, s2.acc: 94.0374, s2.loss_bbox: 0.0685, s2.loss_mask: 0.0442, loss: 1.1250 2022-06-06 21:36:00,297 - mmdet - INFO - Epoch [16][4200/7330] lr: 1.000e-04, eta: 2 days, 13:17:23, time: 1.469, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0281, loss_semantic_seg: 0.1819, s0.loss_cls: 0.1766, s0.acc: 93.5059, s0.loss_bbox: 0.0987, s0.loss_mask: 0.2068, s1.loss_cls: 0.0832, s1.acc: 93.8989, s1.loss_bbox: 0.1109, s1.loss_mask: 0.0981, s2.loss_cls: 0.0425, s2.acc: 93.6830, s2.loss_bbox: 0.0716, s2.loss_mask: 0.0459, loss: 1.1677 2022-06-06 21:37:13,811 - mmdet - INFO - Epoch [16][4250/7330] lr: 1.000e-04, eta: 2 days, 13:16:09, time: 1.467, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0271, loss_semantic_seg: 0.1843, s0.loss_cls: 0.1563, s0.acc: 94.2437, s0.loss_bbox: 0.0887, s0.loss_mask: 0.1914, s1.loss_cls: 0.0730, s1.acc: 94.6978, s1.loss_bbox: 0.0962, s1.loss_mask: 0.0908, s2.loss_cls: 0.0365, s2.acc: 94.5304, s2.loss_bbox: 0.0623, s2.loss_mask: 0.0431, loss: 1.0736 2022-06-06 21:38:26,645 - mmdet - INFO - Epoch [16][4300/7330] lr: 1.000e-04, eta: 2 days, 13:14:54, time: 1.459, data_time: 0.020, memory: 64799, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0278, loss_semantic_seg: 0.1812, s0.loss_cls: 0.1571, s0.acc: 94.2222, s0.loss_bbox: 0.0919, s0.loss_mask: 0.1965, s1.loss_cls: 0.0726, s1.acc: 94.6212, s1.loss_bbox: 0.1014, s1.loss_mask: 0.0936, s2.loss_cls: 0.0368, s2.acc: 94.4497, s2.loss_bbox: 0.0655, s2.loss_mask: 0.0443, loss: 1.0904 2022-06-06 21:39:39,741 - mmdet - INFO - Epoch [16][4350/7330] lr: 1.000e-04, eta: 2 days, 13:13:40, time: 1.463, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0284, loss_semantic_seg: 0.1789, s0.loss_cls: 0.1661, s0.acc: 93.9722, s0.loss_bbox: 0.0972, s0.loss_mask: 0.2004, s1.loss_cls: 0.0781, s1.acc: 94.3144, s1.loss_bbox: 0.1048, s1.loss_mask: 0.0934, s2.loss_cls: 0.0396, s2.acc: 94.1181, s2.loss_bbox: 0.0660, s2.loss_mask: 0.0437, loss: 1.1195 2022-06-06 21:40:52,997 - mmdet - INFO - Epoch [16][4400/7330] lr: 1.000e-04, eta: 2 days, 13:12:25, time: 1.465, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0279, loss_semantic_seg: 0.1761, s0.loss_cls: 0.1613, s0.acc: 94.1929, s0.loss_bbox: 0.0927, s0.loss_mask: 0.2018, s1.loss_cls: 0.0751, s1.acc: 94.5505, s1.loss_bbox: 0.1024, s1.loss_mask: 0.0946, s2.loss_cls: 0.0384, s2.acc: 94.3060, s2.loss_bbox: 0.0645, s2.loss_mask: 0.0447, loss: 1.1015 2022-06-06 21:42:05,181 - mmdet - INFO - Epoch [16][4450/7330] lr: 1.000e-04, eta: 2 days, 13:11:10, time: 1.444, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0289, loss_semantic_seg: 0.1831, s0.loss_cls: 0.1595, s0.acc: 94.1599, s0.loss_bbox: 0.0945, s0.loss_mask: 0.1970, s1.loss_cls: 0.0734, s1.acc: 94.6527, s1.loss_bbox: 0.1046, s1.loss_mask: 0.0925, s2.loss_cls: 0.0368, s2.acc: 94.6117, s2.loss_bbox: 0.0666, s2.loss_mask: 0.0433, loss: 1.1021 2022-06-06 21:43:17,873 - mmdet - INFO - Epoch [16][4500/7330] lr: 1.000e-04, eta: 2 days, 13:09:55, time: 1.454, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0275, loss_semantic_seg: 0.1733, s0.loss_cls: 0.1532, s0.acc: 94.4346, s0.loss_bbox: 0.0888, s0.loss_mask: 0.1946, s1.loss_cls: 0.0711, s1.acc: 94.7732, s1.loss_bbox: 0.0973, s1.loss_mask: 0.0923, s2.loss_cls: 0.0360, s2.acc: 94.6284, s2.loss_bbox: 0.0626, s2.loss_mask: 0.0436, loss: 1.0612 2022-06-06 21:44:32,256 - mmdet - INFO - Epoch [16][4550/7330] lr: 1.000e-04, eta: 2 days, 13:08:42, time: 1.487, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0283, loss_semantic_seg: 0.1768, s0.loss_cls: 0.1655, s0.acc: 93.9707, s0.loss_bbox: 0.0909, s0.loss_mask: 0.1889, s1.loss_cls: 0.0771, s1.acc: 94.4176, s1.loss_bbox: 0.0995, s1.loss_mask: 0.0892, s2.loss_cls: 0.0386, s2.acc: 94.2513, s2.loss_bbox: 0.0641, s2.loss_mask: 0.0420, loss: 1.0818 2022-06-06 21:45:44,794 - mmdet - INFO - Epoch [16][4600/7330] lr: 1.000e-04, eta: 2 days, 13:07:27, time: 1.451, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0280, loss_semantic_seg: 0.1727, s0.loss_cls: 0.1650, s0.acc: 94.0146, s0.loss_bbox: 0.0942, s0.loss_mask: 0.1994, s1.loss_cls: 0.0768, s1.acc: 94.4901, s1.loss_bbox: 0.1064, s1.loss_mask: 0.0934, s2.loss_cls: 0.0394, s2.acc: 94.1803, s2.loss_bbox: 0.0692, s2.loss_mask: 0.0439, loss: 1.1108 2022-06-06 21:46:57,759 - mmdet - INFO - Epoch [16][4650/7330] lr: 1.000e-04, eta: 2 days, 13:06:12, time: 1.459, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0277, loss_semantic_seg: 0.1769, s0.loss_cls: 0.1678, s0.acc: 93.8618, s0.loss_bbox: 0.0963, s0.loss_mask: 0.1983, s1.loss_cls: 0.0769, s1.acc: 94.4221, s1.loss_bbox: 0.1067, s1.loss_mask: 0.0929, s2.loss_cls: 0.0395, s2.acc: 94.0634, s2.loss_bbox: 0.0682, s2.loss_mask: 0.0436, loss: 1.1154 2022-06-06 21:48:10,656 - mmdet - INFO - Epoch [16][4700/7330] lr: 1.000e-04, eta: 2 days, 13:04:57, time: 1.456, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0281, loss_semantic_seg: 0.1743, s0.loss_cls: 0.1695, s0.acc: 93.8457, s0.loss_bbox: 0.0937, s0.loss_mask: 0.1928, s1.loss_cls: 0.0787, s1.acc: 94.3229, s1.loss_bbox: 0.1029, s1.loss_mask: 0.0914, s2.loss_cls: 0.0402, s2.acc: 94.0408, s2.loss_bbox: 0.0656, s2.loss_mask: 0.0432, loss: 1.1029 2022-06-06 21:49:22,765 - mmdet - INFO - Epoch [16][4750/7330] lr: 1.000e-04, eta: 2 days, 13:03:42, time: 1.444, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0194, loss_rpn_bbox: 0.0246, loss_semantic_seg: 0.1800, s0.loss_cls: 0.1573, s0.acc: 94.3301, s0.loss_bbox: 0.0918, s0.loss_mask: 0.1943, s1.loss_cls: 0.0723, s1.acc: 94.8533, s1.loss_bbox: 0.1005, s1.loss_mask: 0.0911, s2.loss_cls: 0.0367, s2.acc: 94.7583, s2.loss_bbox: 0.0640, s2.loss_mask: 0.0431, loss: 1.0752 2022-06-06 21:50:35,392 - mmdet - INFO - Epoch [16][4800/7330] lr: 1.000e-04, eta: 2 days, 13:02:27, time: 1.453, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0286, loss_semantic_seg: 0.1750, s0.loss_cls: 0.1603, s0.acc: 94.1763, s0.loss_bbox: 0.0932, s0.loss_mask: 0.2029, s1.loss_cls: 0.0743, s1.acc: 94.6499, s1.loss_bbox: 0.1027, s1.loss_mask: 0.0955, s2.loss_cls: 0.0375, s2.acc: 94.3287, s2.loss_bbox: 0.0654, s2.loss_mask: 0.0450, loss: 1.1020 2022-06-06 21:51:48,665 - mmdet - INFO - Epoch [16][4850/7330] lr: 1.000e-04, eta: 2 days, 13:01:12, time: 1.465, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0271, loss_semantic_seg: 0.1771, s0.loss_cls: 0.1540, s0.acc: 94.4714, s0.loss_bbox: 0.0911, s0.loss_mask: 0.1973, s1.loss_cls: 0.0703, s1.acc: 94.9829, s1.loss_bbox: 0.1002, s1.loss_mask: 0.0925, s2.loss_cls: 0.0355, s2.acc: 94.8152, s2.loss_bbox: 0.0644, s2.loss_mask: 0.0433, loss: 1.0737 2022-06-06 21:53:01,564 - mmdet - INFO - Epoch [16][4900/7330] lr: 1.000e-04, eta: 2 days, 12:59:58, time: 1.458, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0272, loss_semantic_seg: 0.1732, s0.loss_cls: 0.1592, s0.acc: 94.2314, s0.loss_bbox: 0.0917, s0.loss_mask: 0.1931, s1.loss_cls: 0.0731, s1.acc: 94.7377, s1.loss_bbox: 0.1007, s1.loss_mask: 0.0910, s2.loss_cls: 0.0373, s2.acc: 94.4557, s2.loss_bbox: 0.0648, s2.loss_mask: 0.0429, loss: 1.0771 2022-06-06 21:54:15,787 - mmdet - INFO - Epoch [16][4950/7330] lr: 1.000e-04, eta: 2 days, 12:58:45, time: 1.485, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0280, loss_semantic_seg: 0.1744, s0.loss_cls: 0.1667, s0.acc: 93.8936, s0.loss_bbox: 0.0893, s0.loss_mask: 0.1985, s1.loss_cls: 0.0791, s1.acc: 94.2979, s1.loss_bbox: 0.0979, s1.loss_mask: 0.0932, s2.loss_cls: 0.0400, s2.acc: 94.0781, s2.loss_bbox: 0.0632, s2.loss_mask: 0.0438, loss: 1.0950 2022-06-06 21:55:28,982 - mmdet - INFO - Epoch [16][5000/7330] lr: 1.000e-04, eta: 2 days, 12:57:31, time: 1.464, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0278, loss_semantic_seg: 0.1813, s0.loss_cls: 0.1621, s0.acc: 94.1514, s0.loss_bbox: 0.0918, s0.loss_mask: 0.1968, s1.loss_cls: 0.0765, s1.acc: 94.4722, s1.loss_bbox: 0.1016, s1.loss_mask: 0.0921, s2.loss_cls: 0.0384, s2.acc: 94.4349, s2.loss_bbox: 0.0661, s2.loss_mask: 0.0436, loss: 1.1009 2022-06-06 21:56:42,224 - mmdet - INFO - Exp name: htc++_beit_adapter_v2_large_fpn_3x_coco.py 2022-06-06 21:56:42,240 - mmdet - INFO - Epoch [16][5050/7330] lr: 1.000e-04, eta: 2 days, 12:56:16, time: 1.465, data_time: 0.023, memory: 64799, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0276, loss_semantic_seg: 0.1804, s0.loss_cls: 0.1600, s0.acc: 94.1926, s0.loss_bbox: 0.0894, s0.loss_mask: 0.1962, s1.loss_cls: 0.0740, s1.acc: 94.6241, s1.loss_bbox: 0.0996, s1.loss_mask: 0.0920, s2.loss_cls: 0.0383, s2.acc: 94.3993, s2.loss_bbox: 0.0643, s2.loss_mask: 0.0436, loss: 1.0859 2022-06-06 21:57:55,007 - mmdet - INFO - Epoch [16][5100/7330] lr: 1.000e-04, eta: 2 days, 12:55:01, time: 1.455, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0275, loss_semantic_seg: 0.1812, s0.loss_cls: 0.1593, s0.acc: 94.1279, s0.loss_bbox: 0.0906, s0.loss_mask: 0.1932, s1.loss_cls: 0.0751, s1.acc: 94.4853, s1.loss_bbox: 0.0999, s1.loss_mask: 0.0909, s2.loss_cls: 0.0387, s2.acc: 94.1980, s2.loss_bbox: 0.0637, s2.loss_mask: 0.0427, loss: 1.0837 2022-06-06 21:59:09,056 - mmdet - INFO - Epoch [16][5150/7330] lr: 1.000e-04, eta: 2 days, 12:53:48, time: 1.481, data_time: 0.021, memory: 64799, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0285, loss_semantic_seg: 0.1787, s0.loss_cls: 0.1756, s0.acc: 93.6802, s0.loss_bbox: 0.0955, s0.loss_mask: 0.2013, s1.loss_cls: 0.0820, s1.acc: 94.0831, s1.loss_bbox: 0.1038, s1.loss_mask: 0.0944, s2.loss_cls: 0.0417, s2.acc: 93.9039, s2.loss_bbox: 0.0659, s2.loss_mask: 0.0448, loss: 1.1360 2022-06-06 22:00:23,464 - mmdet - INFO - Epoch [16][5200/7330] lr: 1.000e-04, eta: 2 days, 12:52:36, time: 1.488, data_time: 0.022, memory: 64799, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0288, loss_semantic_seg: 0.1678, s0.loss_cls: 0.1621, s0.acc: 94.0938, s0.loss_bbox: 0.0942, s0.loss_mask: 0.1985, s1.loss_cls: 0.0757, s1.acc: 94.4189, s1.loss_bbox: 0.1045, s1.loss_mask: 0.0932, s2.loss_cls: 0.0383, s2.acc: 94.1995, s2.loss_bbox: 0.0675, s2.loss_mask: 0.0440, loss: 1.0974 2022-06-06 22:01:37,473 - mmdet - INFO - Epoch [16][5250/7330] lr: 1.000e-04, eta: 2 days, 12:51:22, time: 1.480, data_time: 0.020, memory: 64799, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0271, loss_semantic_seg: 0.1763, s0.loss_cls: 0.1704, s0.acc: 93.9111, s0.loss_bbox: 0.0902, s0.loss_mask: 0.1927, s1.loss_cls: 0.0794, s1.acc: 94.3114, s1.loss_bbox: 0.1000, s1.loss_mask: 0.0909, s2.loss_cls: 0.0401, s2.acc: 94.0449, s2.loss_bbox: 0.0660, s2.loss_mask: 0.0430, loss: 1.0971 2022-06-06 22:02:51,328 - mmdet - INFO - Epoch [16][5300/7330] lr: 1.000e-04, eta: 2 days, 12:50:09, time: 1.477, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0287, loss_semantic_seg: 0.1718, s0.loss_cls: 0.1624, s0.acc: 94.0266, s0.loss_bbox: 0.0938, s0.loss_mask: 0.1938, s1.loss_cls: 0.0762, s1.acc: 94.3461, s1.loss_bbox: 0.1032, s1.loss_mask: 0.0909, s2.loss_cls: 0.0384, s2.acc: 94.2399, s2.loss_bbox: 0.0657, s2.loss_mask: 0.0428, loss: 1.0913 2022-06-06 22:04:05,451 - mmdet - INFO - Epoch [16][5350/7330] lr: 1.000e-04, eta: 2 days, 12:48:56, time: 1.483, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0283, loss_semantic_seg: 0.1733, s0.loss_cls: 0.1617, s0.acc: 94.1880, s0.loss_bbox: 0.0911, s0.loss_mask: 0.1942, s1.loss_cls: 0.0758, s1.acc: 94.5730, s1.loss_bbox: 0.0974, s1.loss_mask: 0.0898, s2.loss_cls: 0.0383, s2.acc: 94.3899, s2.loss_bbox: 0.0613, s2.loss_mask: 0.0422, loss: 1.0743 2022-06-06 22:05:19,422 - mmdet - INFO - Epoch [16][5400/7330] lr: 1.000e-04, eta: 2 days, 12:47:42, time: 1.479, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0283, loss_semantic_seg: 0.1820, s0.loss_cls: 0.1661, s0.acc: 94.0242, s0.loss_bbox: 0.0956, s0.loss_mask: 0.2007, s1.loss_cls: 0.0776, s1.acc: 94.3996, s1.loss_bbox: 0.1060, s1.loss_mask: 0.0943, s2.loss_cls: 0.0398, s2.acc: 94.0528, s2.loss_bbox: 0.0665, s2.loss_mask: 0.0444, loss: 1.1244 2022-06-06 22:06:32,294 - mmdet - INFO - Epoch [16][5450/7330] lr: 1.000e-04, eta: 2 days, 12:46:28, time: 1.458, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0190, loss_rpn_bbox: 0.0249, loss_semantic_seg: 0.1764, s0.loss_cls: 0.1611, s0.acc: 94.1719, s0.loss_bbox: 0.0903, s0.loss_mask: 0.1950, s1.loss_cls: 0.0745, s1.acc: 94.5687, s1.loss_bbox: 0.0983, s1.loss_mask: 0.0917, s2.loss_cls: 0.0381, s2.acc: 94.5055, s2.loss_bbox: 0.0634, s2.loss_mask: 0.0430, loss: 1.0755 2022-06-06 22:07:46,134 - mmdet - INFO - Epoch [16][5500/7330] lr: 1.000e-04, eta: 2 days, 12:45:14, time: 1.477, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0270, loss_semantic_seg: 0.1744, s0.loss_cls: 0.1621, s0.acc: 94.0703, s0.loss_bbox: 0.0922, s0.loss_mask: 0.1945, s1.loss_cls: 0.0762, s1.acc: 94.5292, s1.loss_bbox: 0.1012, s1.loss_mask: 0.0915, s2.loss_cls: 0.0379, s2.acc: 94.5032, s2.loss_bbox: 0.0637, s2.loss_mask: 0.0431, loss: 1.0855 2022-06-06 22:08:58,733 - mmdet - INFO - Epoch [16][5550/7330] lr: 1.000e-04, eta: 2 days, 12:43:59, time: 1.452, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0278, loss_semantic_seg: 0.1754, s0.loss_cls: 0.1622, s0.acc: 94.0710, s0.loss_bbox: 0.0932, s0.loss_mask: 0.1960, s1.loss_cls: 0.0753, s1.acc: 94.5111, s1.loss_bbox: 0.1040, s1.loss_mask: 0.0918, s2.loss_cls: 0.0386, s2.acc: 94.3083, s2.loss_bbox: 0.0679, s2.loss_mask: 0.0431, loss: 1.0964 2022-06-06 22:10:13,024 - mmdet - INFO - Epoch [16][5600/7330] lr: 1.000e-04, eta: 2 days, 12:42:46, time: 1.486, data_time: 0.012, memory: 64799, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0279, loss_semantic_seg: 0.1770, s0.loss_cls: 0.1657, s0.acc: 93.9551, s0.loss_bbox: 0.0931, s0.loss_mask: 0.1991, s1.loss_cls: 0.0786, s1.acc: 94.3604, s1.loss_bbox: 0.1027, s1.loss_mask: 0.0936, s2.loss_cls: 0.0404, s2.acc: 94.0692, s2.loss_bbox: 0.0670, s2.loss_mask: 0.0445, loss: 1.1106 2022-06-06 22:11:26,495 - mmdet - INFO - Epoch [16][5650/7330] lr: 1.000e-04, eta: 2 days, 12:41:32, time: 1.469, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0241, loss_rpn_bbox: 0.0276, loss_semantic_seg: 0.1892, s0.loss_cls: 0.1720, s0.acc: 94.0310, s0.loss_bbox: 0.0933, s0.loss_mask: 0.2015, s1.loss_cls: 0.0798, s1.acc: 94.4502, s1.loss_bbox: 0.1004, s1.loss_mask: 0.0947, s2.loss_cls: 0.0398, s2.acc: 94.3600, s2.loss_bbox: 0.0627, s2.loss_mask: 0.0445, loss: 1.1297 2022-06-06 22:12:39,188 - mmdet - INFO - Epoch [16][5700/7330] lr: 1.000e-04, eta: 2 days, 12:40:17, time: 1.454, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0278, loss_semantic_seg: 0.1788, s0.loss_cls: 0.1680, s0.acc: 93.8772, s0.loss_bbox: 0.0927, s0.loss_mask: 0.1939, s1.loss_cls: 0.0770, s1.acc: 94.3557, s1.loss_bbox: 0.1007, s1.loss_mask: 0.0910, s2.loss_cls: 0.0384, s2.acc: 94.2485, s2.loss_bbox: 0.0656, s2.loss_mask: 0.0426, loss: 1.0968 2022-06-06 22:13:52,240 - mmdet - INFO - Epoch [16][5750/7330] lr: 1.000e-04, eta: 2 days, 12:39:03, time: 1.461, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0254, loss_semantic_seg: 0.1758, s0.loss_cls: 0.1602, s0.acc: 94.1829, s0.loss_bbox: 0.0910, s0.loss_mask: 0.1932, s1.loss_cls: 0.0741, s1.acc: 94.6238, s1.loss_bbox: 0.0987, s1.loss_mask: 0.0903, s2.loss_cls: 0.0385, s2.acc: 94.3633, s2.loss_bbox: 0.0623, s2.loss_mask: 0.0426, loss: 1.0720 2022-06-06 22:15:05,425 - mmdet - INFO - Epoch [16][5800/7330] lr: 1.000e-04, eta: 2 days, 12:37:49, time: 1.464, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0291, loss_semantic_seg: 0.1816, s0.loss_cls: 0.1636, s0.acc: 94.0449, s0.loss_bbox: 0.0938, s0.loss_mask: 0.1995, s1.loss_cls: 0.0758, s1.acc: 94.4621, s1.loss_bbox: 0.1015, s1.loss_mask: 0.0936, s2.loss_cls: 0.0383, s2.acc: 94.2862, s2.loss_bbox: 0.0646, s2.loss_mask: 0.0445, loss: 1.1071 2022-06-06 22:16:19,556 - mmdet - INFO - Epoch [16][5850/7330] lr: 1.000e-04, eta: 2 days, 12:36:35, time: 1.480, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0234, loss_rpn_bbox: 0.0297, loss_semantic_seg: 0.1852, s0.loss_cls: 0.1664, s0.acc: 94.0830, s0.loss_bbox: 0.0944, s0.loss_mask: 0.2014, s1.loss_cls: 0.0772, s1.acc: 94.5668, s1.loss_bbox: 0.1035, s1.loss_mask: 0.0935, s2.loss_cls: 0.0389, s2.acc: 94.4072, s2.loss_bbox: 0.0647, s2.loss_mask: 0.0434, loss: 1.1219 2022-06-06 22:17:33,910 - mmdet - INFO - Epoch [16][5900/7330] lr: 1.000e-04, eta: 2 days, 12:35:23, time: 1.489, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0240, loss_rpn_bbox: 0.0282, loss_semantic_seg: 0.1802, s0.loss_cls: 0.1597, s0.acc: 94.1411, s0.loss_bbox: 0.0930, s0.loss_mask: 0.2007, s1.loss_cls: 0.0734, s1.acc: 94.6436, s1.loss_bbox: 0.1010, s1.loss_mask: 0.0935, s2.loss_cls: 0.0376, s2.acc: 94.3951, s2.loss_bbox: 0.0655, s2.loss_mask: 0.0439, loss: 1.1006 2022-06-06 22:18:47,334 - mmdet - INFO - Epoch [16][5950/7330] lr: 1.000e-04, eta: 2 days, 12:34:09, time: 1.468, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0290, loss_semantic_seg: 0.1746, s0.loss_cls: 0.1604, s0.acc: 94.1396, s0.loss_bbox: 0.0915, s0.loss_mask: 0.1994, s1.loss_cls: 0.0745, s1.acc: 94.5794, s1.loss_bbox: 0.0993, s1.loss_mask: 0.0931, s2.loss_cls: 0.0376, s2.acc: 94.4016, s2.loss_bbox: 0.0637, s2.loss_mask: 0.0440, loss: 1.0893 2022-06-06 22:20:00,103 - mmdet - INFO - Epoch [16][6000/7330] lr: 1.000e-04, eta: 2 days, 12:32:54, time: 1.455, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0277, loss_semantic_seg: 0.1724, s0.loss_cls: 0.1623, s0.acc: 94.2170, s0.loss_bbox: 0.0904, s0.loss_mask: 0.1944, s1.loss_cls: 0.0744, s1.acc: 94.6384, s1.loss_bbox: 0.0978, s1.loss_mask: 0.0913, s2.loss_cls: 0.0375, s2.acc: 94.4743, s2.loss_bbox: 0.0639, s2.loss_mask: 0.0433, loss: 1.0761 2022-06-06 22:21:14,052 - mmdet - INFO - Exp name: htc++_beit_adapter_v2_large_fpn_3x_coco.py 2022-06-06 22:21:14,058 - mmdet - INFO - Epoch [16][6050/7330] lr: 1.000e-04, eta: 2 days, 12:31:41, time: 1.479, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0265, loss_semantic_seg: 0.1778, s0.loss_cls: 0.1714, s0.acc: 93.7883, s0.loss_bbox: 0.0967, s0.loss_mask: 0.1981, s1.loss_cls: 0.0807, s1.acc: 94.2536, s1.loss_bbox: 0.1036, s1.loss_mask: 0.0926, s2.loss_cls: 0.0409, s2.acc: 94.0565, s2.loss_bbox: 0.0657, s2.loss_mask: 0.0433, loss: 1.1182 2022-06-06 22:22:27,895 - mmdet - INFO - Epoch [16][6100/7330] lr: 1.000e-04, eta: 2 days, 12:30:27, time: 1.477, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0307, loss_semantic_seg: 0.1761, s0.loss_cls: 0.1785, s0.acc: 93.5845, s0.loss_bbox: 0.1013, s0.loss_mask: 0.2034, s1.loss_cls: 0.0832, s1.acc: 93.9613, s1.loss_bbox: 0.1102, s1.loss_mask: 0.0949, s2.loss_cls: 0.0419, s2.acc: 93.8259, s2.loss_bbox: 0.0686, s2.loss_mask: 0.0449, loss: 1.1588 2022-06-06 22:23:41,612 - mmdet - INFO - Epoch [16][6150/7330] lr: 1.000e-04, eta: 2 days, 12:29:14, time: 1.474, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0279, loss_semantic_seg: 0.1823, s0.loss_cls: 0.1637, s0.acc: 94.1299, s0.loss_bbox: 0.0939, s0.loss_mask: 0.1999, s1.loss_cls: 0.0758, s1.acc: 94.5310, s1.loss_bbox: 0.1046, s1.loss_mask: 0.0940, s2.loss_cls: 0.0386, s2.acc: 94.3441, s2.loss_bbox: 0.0675, s2.loss_mask: 0.0445, loss: 1.1142 2022-06-06 22:24:54,806 - mmdet - INFO - Epoch [16][6200/7330] lr: 1.000e-04, eta: 2 days, 12:27:59, time: 1.461, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0276, loss_semantic_seg: 0.1741, s0.loss_cls: 0.1630, s0.acc: 94.1040, s0.loss_bbox: 0.0933, s0.loss_mask: 0.1982, s1.loss_cls: 0.0757, s1.acc: 94.6704, s1.loss_bbox: 0.1038, s1.loss_mask: 0.0940, s2.loss_cls: 0.0381, s2.acc: 94.4672, s2.loss_bbox: 0.0671, s2.loss_mask: 0.0445, loss: 1.1007 2022-06-06 22:26:07,672 - mmdet - INFO - Epoch [16][6250/7330] lr: 1.000e-04, eta: 2 days, 12:26:45, time: 1.460, data_time: 0.020, memory: 64799, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0271, loss_semantic_seg: 0.1768, s0.loss_cls: 0.1579, s0.acc: 94.2720, s0.loss_bbox: 0.0883, s0.loss_mask: 0.1911, s1.loss_cls: 0.0717, s1.acc: 94.7470, s1.loss_bbox: 0.0975, s1.loss_mask: 0.0893, s2.loss_cls: 0.0370, s2.acc: 94.5744, s2.loss_bbox: 0.0628, s2.loss_mask: 0.0420, loss: 1.0619 2022-06-06 22:27:21,203 - mmdet - INFO - Epoch [16][6300/7330] lr: 1.000e-04, eta: 2 days, 12:25:31, time: 1.470, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0244, loss_semantic_seg: 0.1802, s0.loss_cls: 0.1558, s0.acc: 94.4143, s0.loss_bbox: 0.0848, s0.loss_mask: 0.1888, s1.loss_cls: 0.0726, s1.acc: 94.8345, s1.loss_bbox: 0.0960, s1.loss_mask: 0.0890, s2.loss_cls: 0.0371, s2.acc: 94.5660, s2.loss_bbox: 0.0630, s2.loss_mask: 0.0417, loss: 1.0540 2022-06-06 22:28:34,750 - mmdet - INFO - Epoch [16][6350/7330] lr: 1.000e-04, eta: 2 days, 12:24:17, time: 1.472, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0261, loss_semantic_seg: 0.1747, s0.loss_cls: 0.1557, s0.acc: 94.4309, s0.loss_bbox: 0.0892, s0.loss_mask: 0.1917, s1.loss_cls: 0.0731, s1.acc: 94.8097, s1.loss_bbox: 0.0998, s1.loss_mask: 0.0900, s2.loss_cls: 0.0377, s2.acc: 94.5547, s2.loss_bbox: 0.0627, s2.loss_mask: 0.0421, loss: 1.0644 2022-06-06 22:29:47,529 - mmdet - INFO - Epoch [16][6400/7330] lr: 1.000e-04, eta: 2 days, 12:23:02, time: 1.455, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0270, loss_semantic_seg: 0.1769, s0.loss_cls: 0.1649, s0.acc: 94.0447, s0.loss_bbox: 0.0913, s0.loss_mask: 0.1970, s1.loss_cls: 0.0752, s1.acc: 94.5912, s1.loss_bbox: 0.0990, s1.loss_mask: 0.0928, s2.loss_cls: 0.0382, s2.acc: 94.4713, s2.loss_bbox: 0.0628, s2.loss_mask: 0.0438, loss: 1.0904 2022-06-06 22:31:01,940 - mmdet - INFO - Epoch [16][6450/7330] lr: 1.000e-04, eta: 2 days, 12:21:49, time: 1.488, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0270, loss_semantic_seg: 0.1790, s0.loss_cls: 0.1562, s0.acc: 94.2532, s0.loss_bbox: 0.0899, s0.loss_mask: 0.1948, s1.loss_cls: 0.0721, s1.acc: 94.7715, s1.loss_bbox: 0.1010, s1.loss_mask: 0.0915, s2.loss_cls: 0.0369, s2.acc: 94.5431, s2.loss_bbox: 0.0657, s2.loss_mask: 0.0433, loss: 1.0776 2022-06-06 22:32:15,648 - mmdet - INFO - Epoch [16][6500/7330] lr: 1.000e-04, eta: 2 days, 12:20:36, time: 1.474, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0274, loss_semantic_seg: 0.1779, s0.loss_cls: 0.1614, s0.acc: 94.1846, s0.loss_bbox: 0.0935, s0.loss_mask: 0.1985, s1.loss_cls: 0.0741, s1.acc: 94.6778, s1.loss_bbox: 0.1006, s1.loss_mask: 0.0929, s2.loss_cls: 0.0374, s2.acc: 94.5366, s2.loss_bbox: 0.0623, s2.loss_mask: 0.0434, loss: 1.0947 2022-06-06 22:33:27,495 - mmdet - INFO - Epoch [16][6550/7330] lr: 1.000e-04, eta: 2 days, 12:19:20, time: 1.437, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0266, loss_semantic_seg: 0.1806, s0.loss_cls: 0.1596, s0.acc: 94.1748, s0.loss_bbox: 0.0904, s0.loss_mask: 0.1887, s1.loss_cls: 0.0741, s1.acc: 94.5301, s1.loss_bbox: 0.0991, s1.loss_mask: 0.0891, s2.loss_cls: 0.0377, s2.acc: 94.3553, s2.loss_bbox: 0.0626, s2.loss_mask: 0.0422, loss: 1.0726 2022-06-06 22:34:40,576 - mmdet - INFO - Epoch [16][6600/7330] lr: 1.000e-04, eta: 2 days, 12:18:05, time: 1.462, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0272, loss_semantic_seg: 0.1715, s0.loss_cls: 0.1598, s0.acc: 94.1997, s0.loss_bbox: 0.0928, s0.loss_mask: 0.1972, s1.loss_cls: 0.0738, s1.acc: 94.7539, s1.loss_bbox: 0.1010, s1.loss_mask: 0.0933, s2.loss_cls: 0.0383, s2.acc: 94.3548, s2.loss_bbox: 0.0629, s2.loss_mask: 0.0432, loss: 1.0838 2022-06-06 22:35:53,582 - mmdet - INFO - Epoch [16][6650/7330] lr: 1.000e-04, eta: 2 days, 12:16:51, time: 1.460, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0283, loss_semantic_seg: 0.1779, s0.loss_cls: 0.1691, s0.acc: 93.9539, s0.loss_bbox: 0.0956, s0.loss_mask: 0.1976, s1.loss_cls: 0.0789, s1.acc: 94.3363, s1.loss_bbox: 0.1030, s1.loss_mask: 0.0921, s2.loss_cls: 0.0401, s2.acc: 94.0546, s2.loss_bbox: 0.0655, s2.loss_mask: 0.0435, loss: 1.1135 2022-06-06 22:37:05,835 - mmdet - INFO - Epoch [16][6700/7330] lr: 1.000e-04, eta: 2 days, 12:15:35, time: 1.446, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0281, loss_semantic_seg: 0.1808, s0.loss_cls: 0.1734, s0.acc: 93.7590, s0.loss_bbox: 0.0957, s0.loss_mask: 0.2018, s1.loss_cls: 0.0823, s1.acc: 94.1105, s1.loss_bbox: 0.1060, s1.loss_mask: 0.0944, s2.loss_cls: 0.0423, s2.acc: 93.8996, s2.loss_bbox: 0.0674, s2.loss_mask: 0.0438, loss: 1.1382 2022-06-06 22:38:19,482 - mmdet - INFO - Epoch [16][6750/7330] lr: 1.000e-04, eta: 2 days, 12:14:22, time: 1.473, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0294, loss_semantic_seg: 0.1710, s0.loss_cls: 0.1664, s0.acc: 93.9424, s0.loss_bbox: 0.0945, s0.loss_mask: 0.1955, s1.loss_cls: 0.0773, s1.acc: 94.3669, s1.loss_bbox: 0.1042, s1.loss_mask: 0.0913, s2.loss_cls: 0.0401, s2.acc: 94.0274, s2.loss_bbox: 0.0657, s2.loss_mask: 0.0428, loss: 1.1003 2022-06-06 22:39:32,103 - mmdet - INFO - Epoch [16][6800/7330] lr: 1.000e-04, eta: 2 days, 12:13:06, time: 1.450, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0267, loss_semantic_seg: 0.1763, s0.loss_cls: 0.1657, s0.acc: 93.9897, s0.loss_bbox: 0.0920, s0.loss_mask: 0.1997, s1.loss_cls: 0.0767, s1.acc: 94.4378, s1.loss_bbox: 0.1012, s1.loss_mask: 0.0943, s2.loss_cls: 0.0386, s2.acc: 94.2551, s2.loss_bbox: 0.0640, s2.loss_mask: 0.0446, loss: 1.1029 2022-06-06 22:40:44,931 - mmdet - INFO - Epoch [16][6850/7330] lr: 1.000e-04, eta: 2 days, 12:11:52, time: 1.458, data_time: 0.020, memory: 64799, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0284, loss_semantic_seg: 0.1796, s0.loss_cls: 0.1703, s0.acc: 93.8782, s0.loss_bbox: 0.0961, s0.loss_mask: 0.1999, s1.loss_cls: 0.0797, s1.acc: 94.2456, s1.loss_bbox: 0.1055, s1.loss_mask: 0.0938, s2.loss_cls: 0.0404, s2.acc: 94.0407, s2.loss_bbox: 0.0651, s2.loss_mask: 0.0439, loss: 1.1230 2022-06-06 22:41:57,883 - mmdet - INFO - Epoch [16][6900/7330] lr: 1.000e-04, eta: 2 days, 12:10:37, time: 1.459, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0278, loss_semantic_seg: 0.1819, s0.loss_cls: 0.1646, s0.acc: 93.8962, s0.loss_bbox: 0.0958, s0.loss_mask: 0.2032, s1.loss_cls: 0.0774, s1.acc: 94.2300, s1.loss_bbox: 0.1050, s1.loss_mask: 0.0957, s2.loss_cls: 0.0392, s2.acc: 94.1417, s2.loss_bbox: 0.0672, s2.loss_mask: 0.0451, loss: 1.1235 2022-06-06 22:43:10,282 - mmdet - INFO - Epoch [16][6950/7330] lr: 1.000e-04, eta: 2 days, 12:09:22, time: 1.448, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0276, loss_semantic_seg: 0.1726, s0.loss_cls: 0.1713, s0.acc: 93.7737, s0.loss_bbox: 0.0964, s0.loss_mask: 0.1963, s1.loss_cls: 0.0810, s1.acc: 94.1569, s1.loss_bbox: 0.1059, s1.loss_mask: 0.0918, s2.loss_cls: 0.0415, s2.acc: 93.8954, s2.loss_bbox: 0.0677, s2.loss_mask: 0.0434, loss: 1.1156 2022-06-06 22:44:24,302 - mmdet - INFO - Epoch [16][7000/7330] lr: 1.000e-04, eta: 2 days, 12:08:09, time: 1.480, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0305, loss_semantic_seg: 0.1852, s0.loss_cls: 0.1807, s0.acc: 93.4788, s0.loss_bbox: 0.1012, s0.loss_mask: 0.2056, s1.loss_cls: 0.0840, s1.acc: 93.9677, s1.loss_bbox: 0.1096, s1.loss_mask: 0.0961, s2.loss_cls: 0.0420, s2.acc: 93.8738, s2.loss_bbox: 0.0683, s2.loss_mask: 0.0453, loss: 1.1732 2022-06-06 22:45:37,719 - mmdet - INFO - Exp name: htc++_beit_adapter_v2_large_fpn_3x_coco.py 2022-06-06 22:45:37,729 - mmdet - INFO - Epoch [16][7050/7330] lr: 1.000e-04, eta: 2 days, 12:06:55, time: 1.468, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0295, loss_semantic_seg: 0.1766, s0.loss_cls: 0.1627, s0.acc: 94.0876, s0.loss_bbox: 0.0922, s0.loss_mask: 0.1971, s1.loss_cls: 0.0758, s1.acc: 94.5585, s1.loss_bbox: 0.1022, s1.loss_mask: 0.0926, s2.loss_cls: 0.0384, s2.acc: 94.3793, s2.loss_bbox: 0.0639, s2.loss_mask: 0.0435, loss: 1.0979 2022-06-06 22:46:50,447 - mmdet - INFO - Epoch [16][7100/7330] lr: 1.000e-04, eta: 2 days, 12:05:40, time: 1.454, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0297, loss_semantic_seg: 0.1768, s0.loss_cls: 0.1595, s0.acc: 94.2102, s0.loss_bbox: 0.0917, s0.loss_mask: 0.1949, s1.loss_cls: 0.0737, s1.acc: 94.6981, s1.loss_bbox: 0.0988, s1.loss_mask: 0.0916, s2.loss_cls: 0.0371, s2.acc: 94.6117, s2.loss_bbox: 0.0622, s2.loss_mask: 0.0429, loss: 1.0790 2022-06-06 22:48:04,485 - mmdet - INFO - Epoch [16][7150/7330] lr: 1.000e-04, eta: 2 days, 12:04:27, time: 1.481, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0281, loss_semantic_seg: 0.1759, s0.loss_cls: 0.1604, s0.acc: 94.0295, s0.loss_bbox: 0.0947, s0.loss_mask: 0.1974, s1.loss_cls: 0.0752, s1.acc: 94.4321, s1.loss_bbox: 0.1052, s1.loss_mask: 0.0918, s2.loss_cls: 0.0383, s2.acc: 94.2656, s2.loss_bbox: 0.0682, s2.loss_mask: 0.0431, loss: 1.1019 2022-06-06 22:49:18,318 - mmdet - INFO - Epoch [16][7200/7330] lr: 1.000e-04, eta: 2 days, 12:03:13, time: 1.477, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0281, loss_semantic_seg: 0.1807, s0.loss_cls: 0.1640, s0.acc: 94.1758, s0.loss_bbox: 0.0869, s0.loss_mask: 0.1952, s1.loss_cls: 0.0761, s1.acc: 94.5630, s1.loss_bbox: 0.0937, s1.loss_mask: 0.0916, s2.loss_cls: 0.0389, s2.acc: 94.4456, s2.loss_bbox: 0.0605, s2.loss_mask: 0.0432, loss: 1.0791 2022-06-06 22:50:31,720 - mmdet - INFO - Epoch [16][7250/7330] lr: 1.000e-04, eta: 2 days, 12:01:59, time: 1.468, data_time: 0.020, memory: 64799, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0270, loss_semantic_seg: 0.1781, s0.loss_cls: 0.1626, s0.acc: 94.0522, s0.loss_bbox: 0.0938, s0.loss_mask: 0.1966, s1.loss_cls: 0.0755, s1.acc: 94.4898, s1.loss_bbox: 0.1040, s1.loss_mask: 0.0930, s2.loss_cls: 0.0381, s2.acc: 94.3876, s2.loss_bbox: 0.0654, s2.loss_mask: 0.0435, loss: 1.0987 2022-06-06 22:51:43,988 - mmdet - INFO - Epoch [16][7300/7330] lr: 1.000e-04, eta: 2 days, 12:00:44, time: 1.445, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0285, loss_semantic_seg: 0.1853, s0.loss_cls: 0.1649, s0.acc: 94.0889, s0.loss_bbox: 0.0908, s0.loss_mask: 0.2035, s1.loss_cls: 0.0763, s1.acc: 94.5876, s1.loss_bbox: 0.1033, s1.loss_mask: 0.0962, s2.loss_cls: 0.0395, s2.acc: 94.3252, s2.loss_bbox: 0.0678, s2.loss_mask: 0.0458, loss: 1.1226 2022-06-06 22:52:47,212 - mmdet - INFO - Saving checkpoint at 16 epochs 2022-06-06 22:57:29,420 - mmdet - INFO - Evaluating bbox... 2022-06-06 22:58:18,474 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.554 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.746 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.614 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.408 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.597 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.681 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.726 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.726 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.726 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.582 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.770 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.852 2022-06-06 22:58:18,475 - mmdet - INFO - Evaluating segm... 2022-06-06 22:59:16,699 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.485 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.725 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.528 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.305 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.518 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.667 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 ] = 0.480 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.673 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.773 2022-06-06 22:59:17,759 - mmdet - INFO - Exp name: htc++_beit_adapter_v2_large_fpn_3x_coco.py 2022-06-06 22:59:17,760 - mmdet - INFO - Epoch(val) [16][313] bbox_mAP: 0.5540, bbox_mAP_50: 0.7460, bbox_mAP_75: 0.6140, bbox_mAP_s: 0.4080, bbox_mAP_m: 0.5970, bbox_mAP_l: 0.6810, bbox_mAP_copypaste: 0.554 0.746 0.614 0.408 0.597 0.681, segm_mAP: 0.4850, segm_mAP_50: 0.7250, segm_mAP_75: 0.5280, segm_mAP_s: 0.3050, segm_mAP_m: 0.5180, segm_mAP_l: 0.6670, segm_mAP_copypaste: 0.485 0.725 0.528 0.305 0.518 0.667 2022-06-06 23:04:17,933 - mmdet - INFO - Epoch [17][50/7330] lr: 1.000e-04, eta: 2 days, 12:02:34, time: 6.002, data_time: 4.517, memory: 64799, loss_rpn_cls: 0.0194, loss_rpn_bbox: 0.0283, loss_semantic_seg: 0.1785, s0.loss_cls: 0.1604, s0.acc: 94.0532, s0.loss_bbox: 0.0943, s0.loss_mask: 0.1958, s1.loss_cls: 0.0745, s1.acc: 94.5431, s1.loss_bbox: 0.1023, s1.loss_mask: 0.0925, s2.loss_cls: 0.0372, s2.acc: 94.4474, s2.loss_bbox: 0.0658, s2.loss_mask: 0.0440, loss: 1.0930 2022-06-06 23:05:32,140 - mmdet - INFO - Epoch [17][100/7330] lr: 1.000e-04, eta: 2 days, 12:01:20, time: 1.485, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0271, loss_semantic_seg: 0.1813, s0.loss_cls: 0.1541, s0.acc: 94.3721, s0.loss_bbox: 0.0907, s0.loss_mask: 0.1956, s1.loss_cls: 0.0702, s1.acc: 94.8901, s1.loss_bbox: 0.1028, s1.loss_mask: 0.0918, s2.loss_cls: 0.0361, s2.acc: 94.6092, s2.loss_bbox: 0.0664, s2.loss_mask: 0.0432, loss: 1.0806 2022-06-06 23:06:45,947 - mmdet - INFO - Epoch [17][150/7330] lr: 1.000e-04, eta: 2 days, 12:00:07, time: 1.476, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0268, loss_semantic_seg: 0.1674, s0.loss_cls: 0.1584, s0.acc: 94.1855, s0.loss_bbox: 0.0897, s0.loss_mask: 0.1912, s1.loss_cls: 0.0734, s1.acc: 94.6823, s1.loss_bbox: 0.1004, s1.loss_mask: 0.0900, s2.loss_cls: 0.0378, s2.acc: 94.4082, s2.loss_bbox: 0.0649, s2.loss_mask: 0.0428, loss: 1.0638 2022-06-06 23:08:01,201 - mmdet - INFO - Epoch [17][200/7330] lr: 1.000e-04, eta: 2 days, 11:58:55, time: 1.505, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0296, loss_semantic_seg: 0.1741, s0.loss_cls: 0.1670, s0.acc: 93.8943, s0.loss_bbox: 0.0946, s0.loss_mask: 0.1962, s1.loss_cls: 0.0781, s1.acc: 94.3632, s1.loss_bbox: 0.1052, s1.loss_mask: 0.0923, s2.loss_cls: 0.0391, s2.acc: 94.1680, s2.loss_bbox: 0.0675, s2.loss_mask: 0.0436, loss: 1.1100 2022-06-06 23:09:14,535 - mmdet - INFO - Epoch [17][250/7330] lr: 1.000e-04, eta: 2 days, 11:57:41, time: 1.467, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0260, loss_semantic_seg: 0.1649, s0.loss_cls: 0.1567, s0.acc: 94.2561, s0.loss_bbox: 0.0901, s0.loss_mask: 0.1953, s1.loss_cls: 0.0714, s1.acc: 94.8175, s1.loss_bbox: 0.0978, s1.loss_mask: 0.0925, s2.loss_cls: 0.0359, s2.acc: 94.7053, s2.loss_bbox: 0.0648, s2.loss_mask: 0.0439, loss: 1.0601 2022-06-06 23:10:28,407 - mmdet - INFO - Epoch [17][300/7330] lr: 1.000e-04, eta: 2 days, 11:56:27, time: 1.477, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0263, loss_semantic_seg: 0.1728, s0.loss_cls: 0.1602, s0.acc: 94.1414, s0.loss_bbox: 0.0920, s0.loss_mask: 0.1906, s1.loss_cls: 0.0758, s1.acc: 94.4510, s1.loss_bbox: 0.1021, s1.loss_mask: 0.0900, s2.loss_cls: 0.0394, s2.acc: 94.1511, s2.loss_bbox: 0.0651, s2.loss_mask: 0.0423, loss: 1.0766 2022-06-06 23:11:42,390 - mmdet - INFO - Epoch [17][350/7330] lr: 1.000e-04, eta: 2 days, 11:55:14, time: 1.480, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0269, loss_semantic_seg: 0.1777, s0.loss_cls: 0.1597, s0.acc: 94.2412, s0.loss_bbox: 0.0885, s0.loss_mask: 0.2008, s1.loss_cls: 0.0734, s1.acc: 94.7224, s1.loss_bbox: 0.0979, s1.loss_mask: 0.0939, s2.loss_cls: 0.0376, s2.acc: 94.4857, s2.loss_bbox: 0.0649, s2.loss_mask: 0.0441, loss: 1.0875 2022-06-06 23:12:55,932 - mmdet - INFO - Epoch [17][400/7330] lr: 1.000e-04, eta: 2 days, 11:54:00, time: 1.471, data_time: 0.024, memory: 64799, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0267, loss_semantic_seg: 0.1674, s0.loss_cls: 0.1626, s0.acc: 93.9944, s0.loss_bbox: 0.0957, s0.loss_mask: 0.1993, s1.loss_cls: 0.0758, s1.acc: 94.4319, s1.loss_bbox: 0.1043, s1.loss_mask: 0.0940, s2.loss_cls: 0.0384, s2.acc: 94.3170, s2.loss_bbox: 0.0677, s2.loss_mask: 0.0443, loss: 1.0981 2022-06-06 23:14:08,482 - mmdet - INFO - Epoch [17][450/7330] lr: 1.000e-04, eta: 2 days, 11:52:44, time: 1.449, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0248, loss_semantic_seg: 0.1793, s0.loss_cls: 0.1514, s0.acc: 94.4155, s0.loss_bbox: 0.0889, s0.loss_mask: 0.1914, s1.loss_cls: 0.0702, s1.acc: 94.9025, s1.loss_bbox: 0.0987, s1.loss_mask: 0.0898, s2.loss_cls: 0.0357, s2.acc: 94.7013, s2.loss_bbox: 0.0635, s2.loss_mask: 0.0423, loss: 1.0557 2022-06-06 23:15:21,737 - mmdet - INFO - Epoch [17][500/7330] lr: 1.000e-04, eta: 2 days, 11:51:30, time: 1.467, data_time: 0.022, memory: 64799, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0282, loss_semantic_seg: 0.1817, s0.loss_cls: 0.1785, s0.acc: 93.5208, s0.loss_bbox: 0.0995, s0.loss_mask: 0.2030, s1.loss_cls: 0.0846, s1.acc: 93.9339, s1.loss_bbox: 0.1065, s1.loss_mask: 0.0952, s2.loss_cls: 0.0429, s2.acc: 93.7435, s2.loss_bbox: 0.0670, s2.loss_mask: 0.0443, loss: 1.1545 2022-06-06 23:16:35,017 - mmdet - INFO - Epoch [17][550/7330] lr: 1.000e-04, eta: 2 days, 11:50:16, time: 1.466, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0279, loss_semantic_seg: 0.1714, s0.loss_cls: 0.1656, s0.acc: 94.0278, s0.loss_bbox: 0.0914, s0.loss_mask: 0.1912, s1.loss_cls: 0.0758, s1.acc: 94.5493, s1.loss_bbox: 0.1022, s1.loss_mask: 0.0903, s2.loss_cls: 0.0394, s2.acc: 94.2045, s2.loss_bbox: 0.0665, s2.loss_mask: 0.0428, loss: 1.0847 2022-06-06 23:17:48,669 - mmdet - INFO - Epoch [17][600/7330] lr: 1.000e-04, eta: 2 days, 11:49:02, time: 1.473, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0262, loss_semantic_seg: 0.1752, s0.loss_cls: 0.1602, s0.acc: 94.1426, s0.loss_bbox: 0.0933, s0.loss_mask: 0.1948, s1.loss_cls: 0.0747, s1.acc: 94.5050, s1.loss_bbox: 0.1035, s1.loss_mask: 0.0913, s2.loss_cls: 0.0388, s2.acc: 94.2195, s2.loss_bbox: 0.0650, s2.loss_mask: 0.0428, loss: 1.0862 2022-06-06 23:19:03,094 - mmdet - INFO - Epoch [17][650/7330] lr: 1.000e-04, eta: 2 days, 11:47:49, time: 1.486, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0300, loss_semantic_seg: 0.1716, s0.loss_cls: 0.1655, s0.acc: 93.9832, s0.loss_bbox: 0.0940, s0.loss_mask: 0.1920, s1.loss_cls: 0.0759, s1.acc: 94.4691, s1.loss_bbox: 0.1033, s1.loss_mask: 0.0904, s2.loss_cls: 0.0387, s2.acc: 94.3069, s2.loss_bbox: 0.0660, s2.loss_mask: 0.0427, loss: 1.0934 2022-06-06 23:20:15,753 - mmdet - INFO - Epoch [17][700/7330] lr: 1.000e-04, eta: 2 days, 11:46:34, time: 1.455, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0274, loss_semantic_seg: 0.1726, s0.loss_cls: 0.1677, s0.acc: 93.9104, s0.loss_bbox: 0.0957, s0.loss_mask: 0.1907, s1.loss_cls: 0.0781, s1.acc: 94.4078, s1.loss_bbox: 0.1051, s1.loss_mask: 0.0893, s2.loss_cls: 0.0393, s2.acc: 94.1692, s2.loss_bbox: 0.0679, s2.loss_mask: 0.0420, loss: 1.0964 2022-06-06 23:21:30,190 - mmdet - INFO - Epoch [17][750/7330] lr: 1.000e-04, eta: 2 days, 11:45:21, time: 1.487, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0270, loss_semantic_seg: 0.1705, s0.loss_cls: 0.1544, s0.acc: 94.3010, s0.loss_bbox: 0.0898, s0.loss_mask: 0.1927, s1.loss_cls: 0.0713, s1.acc: 94.7836, s1.loss_bbox: 0.0990, s1.loss_mask: 0.0911, s2.loss_cls: 0.0360, s2.acc: 94.6122, s2.loss_bbox: 0.0641, s2.loss_mask: 0.0429, loss: 1.0606 2022-06-06 23:22:44,944 - mmdet - INFO - Epoch [17][800/7330] lr: 1.000e-04, eta: 2 days, 11:44:08, time: 1.497, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0281, loss_semantic_seg: 0.1693, s0.loss_cls: 0.1581, s0.acc: 94.2666, s0.loss_bbox: 0.0897, s0.loss_mask: 0.1935, s1.loss_cls: 0.0732, s1.acc: 94.7140, s1.loss_bbox: 0.0971, s1.loss_mask: 0.0907, s2.loss_cls: 0.0368, s2.acc: 94.5784, s2.loss_bbox: 0.0627, s2.loss_mask: 0.0431, loss: 1.0623 2022-06-06 23:23:59,204 - mmdet - INFO - Epoch [17][850/7330] lr: 1.000e-04, eta: 2 days, 11:42:55, time: 1.485, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0271, loss_semantic_seg: 0.1689, s0.loss_cls: 0.1610, s0.acc: 94.0945, s0.loss_bbox: 0.0913, s0.loss_mask: 0.2023, s1.loss_cls: 0.0738, s1.acc: 94.5397, s1.loss_bbox: 0.1001, s1.loss_mask: 0.0943, s2.loss_cls: 0.0378, s2.acc: 94.2815, s2.loss_bbox: 0.0651, s2.loss_mask: 0.0450, loss: 1.0887 2022-06-06 23:25:13,029 - mmdet - INFO - Epoch [17][900/7330] lr: 1.000e-04, eta: 2 days, 11:41:41, time: 1.474, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0265, loss_semantic_seg: 0.1717, s0.loss_cls: 0.1620, s0.acc: 94.1409, s0.loss_bbox: 0.0909, s0.loss_mask: 0.1957, s1.loss_cls: 0.0744, s1.acc: 94.6091, s1.loss_bbox: 0.1017, s1.loss_mask: 0.0928, s2.loss_cls: 0.0376, s2.acc: 94.4406, s2.loss_bbox: 0.0662, s2.loss_mask: 0.0442, loss: 1.0854 2022-06-06 23:26:24,149 - mmdet - INFO - Epoch [17][950/7330] lr: 1.000e-04, eta: 2 days, 11:40:25, time: 1.425, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0253, loss_semantic_seg: 0.1731, s0.loss_cls: 0.1487, s0.acc: 94.6462, s0.loss_bbox: 0.0837, s0.loss_mask: 0.1876, s1.loss_cls: 0.0685, s1.acc: 95.0956, s1.loss_bbox: 0.0895, s1.loss_mask: 0.0884, s2.loss_cls: 0.0349, s2.acc: 94.9197, s2.loss_bbox: 0.0574, s2.loss_mask: 0.0414, loss: 1.0181 2022-06-06 23:27:36,853 - mmdet - INFO - Epoch [17][1000/7330] lr: 1.000e-04, eta: 2 days, 11:39:10, time: 1.454, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0246, loss_rpn_bbox: 0.0281, loss_semantic_seg: 0.1779, s0.loss_cls: 0.1646, s0.acc: 94.0073, s0.loss_bbox: 0.0941, s0.loss_mask: 0.1992, s1.loss_cls: 0.0757, s1.acc: 94.4933, s1.loss_bbox: 0.1017, s1.loss_mask: 0.0938, s2.loss_cls: 0.0385, s2.acc: 94.2745, s2.loss_bbox: 0.0664, s2.loss_mask: 0.0441, loss: 1.1087 2022-06-06 23:28:50,046 - mmdet - INFO - Epoch [17][1050/7330] lr: 1.000e-04, eta: 2 days, 11:37:55, time: 1.464, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0274, loss_semantic_seg: 0.1707, s0.loss_cls: 0.1531, s0.acc: 94.3706, s0.loss_bbox: 0.0878, s0.loss_mask: 0.1899, s1.loss_cls: 0.0704, s1.acc: 94.8020, s1.loss_bbox: 0.0978, s1.loss_mask: 0.0894, s2.loss_cls: 0.0371, s2.acc: 94.4233, s2.loss_bbox: 0.0632, s2.loss_mask: 0.0416, loss: 1.0488 2022-06-06 23:30:02,646 - mmdet - INFO - Epoch [17][1100/7330] lr: 1.000e-04, eta: 2 days, 11:36:40, time: 1.450, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0267, loss_semantic_seg: 0.1684, s0.loss_cls: 0.1560, s0.acc: 94.4041, s0.loss_bbox: 0.0904, s0.loss_mask: 0.1981, s1.loss_cls: 0.0715, s1.acc: 94.8347, s1.loss_bbox: 0.0996, s1.loss_mask: 0.0928, s2.loss_cls: 0.0365, s2.acc: 94.5591, s2.loss_bbox: 0.0644, s2.loss_mask: 0.0438, loss: 1.0690 2022-06-06 23:31:15,924 - mmdet - INFO - Epoch [17][1150/7330] lr: 1.000e-04, eta: 2 days, 11:35:26, time: 1.468, data_time: 0.023, memory: 64799, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0275, loss_semantic_seg: 0.1742, s0.loss_cls: 0.1612, s0.acc: 94.0798, s0.loss_bbox: 0.0921, s0.loss_mask: 0.1954, s1.loss_cls: 0.0748, s1.acc: 94.5127, s1.loss_bbox: 0.1021, s1.loss_mask: 0.0920, s2.loss_cls: 0.0378, s2.acc: 94.3739, s2.loss_bbox: 0.0663, s2.loss_mask: 0.0432, loss: 1.0870 2022-06-06 23:32:28,764 - mmdet - INFO - Epoch [17][1200/7330] lr: 1.000e-04, eta: 2 days, 11:34:11, time: 1.457, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0283, loss_semantic_seg: 0.1694, s0.loss_cls: 0.1672, s0.acc: 93.8269, s0.loss_bbox: 0.0960, s0.loss_mask: 0.2000, s1.loss_cls: 0.0788, s1.acc: 94.3033, s1.loss_bbox: 0.1044, s1.loss_mask: 0.0945, s2.loss_cls: 0.0401, s2.acc: 94.0669, s2.loss_bbox: 0.0667, s2.loss_mask: 0.0446, loss: 1.1127 2022-06-06 23:33:42,089 - mmdet - INFO - Epoch [17][1250/7330] lr: 1.000e-04, eta: 2 days, 11:32:57, time: 1.466, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0267, loss_semantic_seg: 0.1801, s0.loss_cls: 0.1607, s0.acc: 94.1655, s0.loss_bbox: 0.0919, s0.loss_mask: 0.1964, s1.loss_cls: 0.0753, s1.acc: 94.5572, s1.loss_bbox: 0.1029, s1.loss_mask: 0.0921, s2.loss_cls: 0.0386, s2.acc: 94.2817, s2.loss_bbox: 0.0658, s2.loss_mask: 0.0435, loss: 1.0955 2022-06-06 23:34:55,485 - mmdet - INFO - Epoch [17][1300/7330] lr: 1.000e-04, eta: 2 days, 11:31:42, time: 1.468, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0273, loss_semantic_seg: 0.1815, s0.loss_cls: 0.1638, s0.acc: 94.1167, s0.loss_bbox: 0.0930, s0.loss_mask: 0.1940, s1.loss_cls: 0.0740, s1.acc: 94.6344, s1.loss_bbox: 0.1026, s1.loss_mask: 0.0918, s2.loss_cls: 0.0370, s2.acc: 94.5447, s2.loss_bbox: 0.0667, s2.loss_mask: 0.0432, loss: 1.0951 2022-06-06 23:36:08,581 - mmdet - INFO - Epoch [17][1350/7330] lr: 1.000e-04, eta: 2 days, 11:30:28, time: 1.462, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0285, loss_semantic_seg: 0.1691, s0.loss_cls: 0.1617, s0.acc: 94.0884, s0.loss_bbox: 0.0920, s0.loss_mask: 0.1949, s1.loss_cls: 0.0744, s1.acc: 94.6000, s1.loss_bbox: 0.1007, s1.loss_mask: 0.0922, s2.loss_cls: 0.0380, s2.acc: 94.3236, s2.loss_bbox: 0.0643, s2.loss_mask: 0.0432, loss: 1.0787 2022-06-06 23:37:22,185 - mmdet - INFO - Epoch [17][1400/7330] lr: 1.000e-04, eta: 2 days, 11:29:14, time: 1.470, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0287, loss_semantic_seg: 0.1731, s0.loss_cls: 0.1651, s0.acc: 94.0728, s0.loss_bbox: 0.0896, s0.loss_mask: 0.1918, s1.loss_cls: 0.0768, s1.acc: 94.4771, s1.loss_bbox: 0.0979, s1.loss_mask: 0.0904, s2.loss_cls: 0.0394, s2.acc: 94.2826, s2.loss_bbox: 0.0642, s2.loss_mask: 0.0430, loss: 1.0820 2022-06-06 23:38:34,970 - mmdet - INFO - Epoch [17][1450/7330] lr: 1.000e-04, eta: 2 days, 11:27:59, time: 1.458, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0256, loss_semantic_seg: 0.1663, s0.loss_cls: 0.1525, s0.acc: 94.3760, s0.loss_bbox: 0.0887, s0.loss_mask: 0.1923, s1.loss_cls: 0.0704, s1.acc: 94.8515, s1.loss_bbox: 0.0971, s1.loss_mask: 0.0912, s2.loss_cls: 0.0358, s2.acc: 94.6508, s2.loss_bbox: 0.0641, s2.loss_mask: 0.0432, loss: 1.0470 2022-06-06 23:39:47,773 - mmdet - INFO - Epoch [17][1500/7330] lr: 1.000e-04, eta: 2 days, 11:26:44, time: 1.456, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0256, loss_semantic_seg: 0.1645, s0.loss_cls: 0.1537, s0.acc: 94.3057, s0.loss_bbox: 0.0890, s0.loss_mask: 0.1930, s1.loss_cls: 0.0711, s1.acc: 94.8300, s1.loss_bbox: 0.1009, s1.loss_mask: 0.0912, s2.loss_cls: 0.0366, s2.acc: 94.4692, s2.loss_bbox: 0.0667, s2.loss_mask: 0.0434, loss: 1.0561 2022-06-06 23:41:00,491 - mmdet - INFO - Epoch [17][1550/7330] lr: 1.000e-04, eta: 2 days, 11:25:29, time: 1.454, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0257, loss_semantic_seg: 0.1802, s0.loss_cls: 0.1532, s0.acc: 94.4075, s0.loss_bbox: 0.0853, s0.loss_mask: 0.1879, s1.loss_cls: 0.0704, s1.acc: 94.8365, s1.loss_bbox: 0.0916, s1.loss_mask: 0.0887, s2.loss_cls: 0.0362, s2.acc: 94.6945, s2.loss_bbox: 0.0604, s2.loss_mask: 0.0419, loss: 1.0429 2022-06-06 23:42:14,161 - mmdet - INFO - Epoch [17][1600/7330] lr: 1.000e-04, eta: 2 days, 11:24:15, time: 1.474, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0279, loss_semantic_seg: 0.1731, s0.loss_cls: 0.1587, s0.acc: 94.1904, s0.loss_bbox: 0.0895, s0.loss_mask: 0.1904, s1.loss_cls: 0.0722, s1.acc: 94.7206, s1.loss_bbox: 0.0990, s1.loss_mask: 0.0900, s2.loss_cls: 0.0367, s2.acc: 94.5244, s2.loss_bbox: 0.0655, s2.loss_mask: 0.0424, loss: 1.0669 2022-06-06 23:43:28,378 - mmdet - INFO - Epoch [17][1650/7330] lr: 1.000e-04, eta: 2 days, 11:23:02, time: 1.484, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0269, loss_semantic_seg: 0.1806, s0.loss_cls: 0.1636, s0.acc: 93.9968, s0.loss_bbox: 0.0922, s0.loss_mask: 0.1936, s1.loss_cls: 0.0760, s1.acc: 94.4129, s1.loss_bbox: 0.1030, s1.loss_mask: 0.0915, s2.loss_cls: 0.0380, s2.acc: 94.2007, s2.loss_bbox: 0.0651, s2.loss_mask: 0.0432, loss: 1.0944 2022-06-06 23:44:41,530 - mmdet - INFO - Epoch [17][1700/7330] lr: 1.000e-04, eta: 2 days, 11:21:48, time: 1.464, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0284, loss_semantic_seg: 0.1844, s0.loss_cls: 0.1703, s0.acc: 93.7451, s0.loss_bbox: 0.0951, s0.loss_mask: 0.1981, s1.loss_cls: 0.0801, s1.acc: 94.1291, s1.loss_bbox: 0.1031, s1.loss_mask: 0.0930, s2.loss_cls: 0.0396, s2.acc: 94.0618, s2.loss_bbox: 0.0667, s2.loss_mask: 0.0437, loss: 1.1249 2022-06-06 23:45:56,053 - mmdet - INFO - Epoch [17][1750/7330] lr: 1.000e-04, eta: 2 days, 11:20:35, time: 1.490, data_time: 0.012, memory: 64799, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0278, loss_semantic_seg: 0.1819, s0.loss_cls: 0.1650, s0.acc: 93.9888, s0.loss_bbox: 0.0924, s0.loss_mask: 0.1956, s1.loss_cls: 0.0765, s1.acc: 94.3990, s1.loss_bbox: 0.1037, s1.loss_mask: 0.0922, s2.loss_cls: 0.0389, s2.acc: 94.1779, s2.loss_bbox: 0.0650, s2.loss_mask: 0.0437, loss: 1.1067 2022-06-06 23:47:10,623 - mmdet - INFO - Epoch [17][1800/7330] lr: 1.000e-04, eta: 2 days, 11:19:22, time: 1.491, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0284, loss_semantic_seg: 0.1691, s0.loss_cls: 0.1629, s0.acc: 94.0562, s0.loss_bbox: 0.0948, s0.loss_mask: 0.1960, s1.loss_cls: 0.0764, s1.acc: 94.4591, s1.loss_bbox: 0.1024, s1.loss_mask: 0.0923, s2.loss_cls: 0.0388, s2.acc: 94.2421, s2.loss_bbox: 0.0651, s2.loss_mask: 0.0435, loss: 1.0907 2022-06-06 23:48:25,064 - mmdet - INFO - Epoch [17][1850/7330] lr: 1.000e-04, eta: 2 days, 11:18:09, time: 1.489, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0269, loss_semantic_seg: 0.1732, s0.loss_cls: 0.1599, s0.acc: 94.1606, s0.loss_bbox: 0.0921, s0.loss_mask: 0.1959, s1.loss_cls: 0.0737, s1.acc: 94.6264, s1.loss_bbox: 0.1038, s1.loss_mask: 0.0922, s2.loss_cls: 0.0375, s2.acc: 94.4701, s2.loss_bbox: 0.0669, s2.loss_mask: 0.0434, loss: 1.0856 2022-06-06 23:49:39,004 - mmdet - INFO - Epoch [17][1900/7330] lr: 1.000e-04, eta: 2 days, 11:16:56, time: 1.479, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0269, loss_semantic_seg: 0.1687, s0.loss_cls: 0.1585, s0.acc: 94.1716, s0.loss_bbox: 0.0908, s0.loss_mask: 0.1995, s1.loss_cls: 0.0721, s1.acc: 94.7480, s1.loss_bbox: 0.1019, s1.loss_mask: 0.0945, s2.loss_cls: 0.0372, s2.acc: 94.4435, s2.loss_bbox: 0.0649, s2.loss_mask: 0.0448, loss: 1.0805 2022-06-06 23:50:53,069 - mmdet - INFO - Epoch [17][1950/7330] lr: 1.000e-04, eta: 2 days, 11:15:42, time: 1.481, data_time: 0.023, memory: 64799, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0282, loss_semantic_seg: 0.1697, s0.loss_cls: 0.1632, s0.acc: 94.1216, s0.loss_bbox: 0.0911, s0.loss_mask: 0.1936, s1.loss_cls: 0.0745, s1.acc: 94.5739, s1.loss_bbox: 0.1008, s1.loss_mask: 0.0913, s2.loss_cls: 0.0379, s2.acc: 94.3428, s2.loss_bbox: 0.0651, s2.loss_mask: 0.0425, loss: 1.0799 2022-06-06 23:52:06,975 - mmdet - INFO - Epoch [17][2000/7330] lr: 1.000e-04, eta: 2 days, 11:14:29, time: 1.478, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0299, loss_semantic_seg: 0.1719, s0.loss_cls: 0.1632, s0.acc: 94.1404, s0.loss_bbox: 0.0932, s0.loss_mask: 0.1980, s1.loss_cls: 0.0755, s1.acc: 94.5607, s1.loss_bbox: 0.1026, s1.loss_mask: 0.0933, s2.loss_cls: 0.0387, s2.acc: 94.3134, s2.loss_bbox: 0.0659, s2.loss_mask: 0.0439, loss: 1.0967 2022-06-06 23:53:20,954 - mmdet - INFO - Epoch [17][2050/7330] lr: 1.000e-04, eta: 2 days, 11:13:15, time: 1.479, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0271, loss_semantic_seg: 0.1652, s0.loss_cls: 0.1554, s0.acc: 94.4119, s0.loss_bbox: 0.0860, s0.loss_mask: 0.1912, s1.loss_cls: 0.0715, s1.acc: 94.9136, s1.loss_bbox: 0.0981, s1.loss_mask: 0.0911, s2.loss_cls: 0.0370, s2.acc: 94.7398, s2.loss_bbox: 0.0650, s2.loss_mask: 0.0432, loss: 1.0530 2022-06-06 23:54:34,321 - mmdet - INFO - Epoch [17][2100/7330] lr: 1.000e-04, eta: 2 days, 11:12:01, time: 1.468, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0285, loss_semantic_seg: 0.1719, s0.loss_cls: 0.1627, s0.acc: 94.0466, s0.loss_bbox: 0.0947, s0.loss_mask: 0.1947, s1.loss_cls: 0.0749, s1.acc: 94.4789, s1.loss_bbox: 0.1029, s1.loss_mask: 0.0921, s2.loss_cls: 0.0386, s2.acc: 94.2134, s2.loss_bbox: 0.0662, s2.loss_mask: 0.0434, loss: 1.0930 2022-06-06 23:55:47,171 - mmdet - INFO - Epoch [17][2150/7330] lr: 1.000e-04, eta: 2 days, 11:10:46, time: 1.457, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0284, loss_semantic_seg: 0.1760, s0.loss_cls: 0.1652, s0.acc: 94.0715, s0.loss_bbox: 0.0938, s0.loss_mask: 0.1994, s1.loss_cls: 0.0754, s1.acc: 94.6139, s1.loss_bbox: 0.1002, s1.loss_mask: 0.0936, s2.loss_cls: 0.0386, s2.acc: 94.4502, s2.loss_bbox: 0.0637, s2.loss_mask: 0.0440, loss: 1.1031 2022-06-06 23:56:59,925 - mmdet - INFO - Epoch [17][2200/7330] lr: 1.000e-04, eta: 2 days, 11:09:31, time: 1.455, data_time: 0.021, memory: 64799, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0264, loss_semantic_seg: 0.1729, s0.loss_cls: 0.1576, s0.acc: 94.1609, s0.loss_bbox: 0.0912, s0.loss_mask: 0.1945, s1.loss_cls: 0.0742, s1.acc: 94.4581, s1.loss_bbox: 0.1016, s1.loss_mask: 0.0918, s2.loss_cls: 0.0375, s2.acc: 94.3973, s2.loss_bbox: 0.0658, s2.loss_mask: 0.0433, loss: 1.0764 2022-06-06 23:58:12,876 - mmdet - INFO - Epoch [17][2250/7330] lr: 1.000e-04, eta: 2 days, 11:08:17, time: 1.459, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0270, loss_semantic_seg: 0.1805, s0.loss_cls: 0.1602, s0.acc: 94.1318, s0.loss_bbox: 0.0921, s0.loss_mask: 0.1994, s1.loss_cls: 0.0746, s1.acc: 94.5332, s1.loss_bbox: 0.1026, s1.loss_mask: 0.0946, s2.loss_cls: 0.0374, s2.acc: 94.3653, s2.loss_bbox: 0.0649, s2.loss_mask: 0.0447, loss: 1.0993 2022-06-06 23:59:27,100 - mmdet - INFO - Epoch [17][2300/7330] lr: 1.000e-04, eta: 2 days, 11:07:03, time: 1.482, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0238, loss_rpn_bbox: 0.0300, loss_semantic_seg: 0.1765, s0.loss_cls: 0.1583, s0.acc: 94.2251, s0.loss_bbox: 0.0908, s0.loss_mask: 0.1960, s1.loss_cls: 0.0723, s1.acc: 94.7007, s1.loss_bbox: 0.0963, s1.loss_mask: 0.0912, s2.loss_cls: 0.0366, s2.acc: 94.5657, s2.loss_bbox: 0.0618, s2.loss_mask: 0.0430, loss: 1.0767 2022-06-07 00:00:41,771 - mmdet - INFO - Epoch [17][2350/7330] lr: 1.000e-04, eta: 2 days, 11:05:51, time: 1.495, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0272, loss_semantic_seg: 0.1810, s0.loss_cls: 0.1538, s0.acc: 94.3787, s0.loss_bbox: 0.0876, s0.loss_mask: 0.1902, s1.loss_cls: 0.0692, s1.acc: 94.9776, s1.loss_bbox: 0.0970, s1.loss_mask: 0.0896, s2.loss_cls: 0.0355, s2.acc: 94.7574, s2.loss_bbox: 0.0644, s2.loss_mask: 0.0426, loss: 1.0580 2022-06-07 00:01:54,911 - mmdet - INFO - Epoch [17][2400/7330] lr: 1.000e-04, eta: 2 days, 11:04:36, time: 1.463, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0294, loss_semantic_seg: 0.1730, s0.loss_cls: 0.1541, s0.acc: 94.3555, s0.loss_bbox: 0.0906, s0.loss_mask: 0.1945, s1.loss_cls: 0.0709, s1.acc: 94.8114, s1.loss_bbox: 0.0978, s1.loss_mask: 0.0912, s2.loss_cls: 0.0365, s2.acc: 94.6458, s2.loss_bbox: 0.0630, s2.loss_mask: 0.0428, loss: 1.0655 2022-06-07 00:03:07,620 - mmdet - INFO - Epoch [17][2450/7330] lr: 1.000e-04, eta: 2 days, 11:03:21, time: 1.453, data_time: 0.012, memory: 64799, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0262, loss_semantic_seg: 0.1710, s0.loss_cls: 0.1490, s0.acc: 94.5234, s0.loss_bbox: 0.0870, s0.loss_mask: 0.1986, s1.loss_cls: 0.0691, s1.acc: 94.9609, s1.loss_bbox: 0.0974, s1.loss_mask: 0.0934, s2.loss_cls: 0.0351, s2.acc: 94.6876, s2.loss_bbox: 0.0637, s2.loss_mask: 0.0441, loss: 1.0554 2022-06-07 00:04:20,313 - mmdet - INFO - Epoch [17][2500/7330] lr: 1.000e-04, eta: 2 days, 11:02:06, time: 1.452, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0263, loss_semantic_seg: 0.1680, s0.loss_cls: 0.1432, s0.acc: 94.7720, s0.loss_bbox: 0.0832, s0.loss_mask: 0.1876, s1.loss_cls: 0.0658, s1.acc: 95.2338, s1.loss_bbox: 0.0921, s1.loss_mask: 0.0883, s2.loss_cls: 0.0336, s2.acc: 95.0235, s2.loss_bbox: 0.0585, s2.loss_mask: 0.0413, loss: 1.0080 2022-06-07 00:05:32,915 - mmdet - INFO - Epoch [17][2550/7330] lr: 1.000e-04, eta: 2 days, 11:00:51, time: 1.454, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0266, loss_semantic_seg: 0.1764, s0.loss_cls: 0.1497, s0.acc: 94.5435, s0.loss_bbox: 0.0875, s0.loss_mask: 0.1910, s1.loss_cls: 0.0685, s1.acc: 95.0574, s1.loss_bbox: 0.0976, s1.loss_mask: 0.0898, s2.loss_cls: 0.0355, s2.acc: 94.7111, s2.loss_bbox: 0.0613, s2.loss_mask: 0.0422, loss: 1.0479 2022-06-07 00:06:46,695 - mmdet - INFO - Epoch [17][2600/7330] lr: 1.000e-04, eta: 2 days, 10:59:38, time: 1.475, data_time: 0.020, memory: 64799, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0292, loss_semantic_seg: 0.1774, s0.loss_cls: 0.1620, s0.acc: 94.1345, s0.loss_bbox: 0.0921, s0.loss_mask: 0.1977, s1.loss_cls: 0.0746, s1.acc: 94.5451, s1.loss_bbox: 0.0993, s1.loss_mask: 0.0932, s2.loss_cls: 0.0380, s2.acc: 94.4660, s2.loss_bbox: 0.0635, s2.loss_mask: 0.0437, loss: 1.0944 2022-06-07 00:07:59,891 - mmdet - INFO - Epoch [17][2650/7330] lr: 1.000e-04, eta: 2 days, 10:58:23, time: 1.464, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0283, loss_semantic_seg: 0.1760, s0.loss_cls: 0.1536, s0.acc: 94.2639, s0.loss_bbox: 0.0905, s0.loss_mask: 0.1931, s1.loss_cls: 0.0709, s1.acc: 94.7628, s1.loss_bbox: 0.1006, s1.loss_mask: 0.0908, s2.loss_cls: 0.0361, s2.acc: 94.4932, s2.loss_bbox: 0.0649, s2.loss_mask: 0.0429, loss: 1.0712 2022-06-07 00:09:13,118 - mmdet - INFO - Epoch [17][2700/7330] lr: 1.000e-04, eta: 2 days, 10:57:09, time: 1.465, data_time: 0.012, memory: 64799, loss_rpn_cls: 0.0193, loss_rpn_bbox: 0.0274, loss_semantic_seg: 0.1624, s0.loss_cls: 0.1434, s0.acc: 94.8369, s0.loss_bbox: 0.0863, s0.loss_mask: 0.1900, s1.loss_cls: 0.0659, s1.acc: 95.2552, s1.loss_bbox: 0.0928, s1.loss_mask: 0.0893, s2.loss_cls: 0.0332, s2.acc: 95.0960, s2.loss_bbox: 0.0590, s2.loss_mask: 0.0419, loss: 1.0109 2022-06-07 00:10:25,956 - mmdet - INFO - Epoch [17][2750/7330] lr: 1.000e-04, eta: 2 days, 10:55:54, time: 1.457, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0277, loss_semantic_seg: 0.1697, s0.loss_cls: 0.1449, s0.acc: 94.6399, s0.loss_bbox: 0.0845, s0.loss_mask: 0.1835, s1.loss_cls: 0.0658, s1.acc: 95.1892, s1.loss_bbox: 0.0919, s1.loss_mask: 0.0867, s2.loss_cls: 0.0330, s2.acc: 94.9952, s2.loss_bbox: 0.0596, s2.loss_mask: 0.0408, loss: 1.0076 2022-06-07 00:11:38,239 - mmdet - INFO - Epoch [17][2800/7330] lr: 1.000e-04, eta: 2 days, 10:54:39, time: 1.446, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0278, loss_semantic_seg: 0.1780, s0.loss_cls: 0.1541, s0.acc: 94.4263, s0.loss_bbox: 0.0902, s0.loss_mask: 0.1966, s1.loss_cls: 0.0705, s1.acc: 94.8976, s1.loss_bbox: 0.0990, s1.loss_mask: 0.0927, s2.loss_cls: 0.0359, s2.acc: 94.7123, s2.loss_bbox: 0.0642, s2.loss_mask: 0.0440, loss: 1.0743 2022-06-07 00:12:51,086 - mmdet - INFO - Epoch [17][2850/7330] lr: 1.000e-04, eta: 2 days, 10:53:24, time: 1.457, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0283, loss_semantic_seg: 0.1811, s0.loss_cls: 0.1580, s0.acc: 94.2961, s0.loss_bbox: 0.0923, s0.loss_mask: 0.1926, s1.loss_cls: 0.0733, s1.acc: 94.6364, s1.loss_bbox: 0.1003, s1.loss_mask: 0.0907, s2.loss_cls: 0.0376, s2.acc: 94.3825, s2.loss_bbox: 0.0637, s2.loss_mask: 0.0427, loss: 1.0827 2022-06-07 00:14:05,043 - mmdet - INFO - Epoch [17][2900/7330] lr: 1.000e-04, eta: 2 days, 10:52:10, time: 1.479, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0294, loss_semantic_seg: 0.1725, s0.loss_cls: 0.1552, s0.acc: 94.2683, s0.loss_bbox: 0.0923, s0.loss_mask: 0.1985, s1.loss_cls: 0.0717, s1.acc: 94.7438, s1.loss_bbox: 0.0980, s1.loss_mask: 0.0927, s2.loss_cls: 0.0364, s2.acc: 94.5014, s2.loss_bbox: 0.0624, s2.loss_mask: 0.0440, loss: 1.0762 2022-06-07 00:15:18,661 - mmdet - INFO - Epoch [17][2950/7330] lr: 1.000e-04, eta: 2 days, 10:50:56, time: 1.472, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0279, loss_semantic_seg: 0.1742, s0.loss_cls: 0.1615, s0.acc: 94.2107, s0.loss_bbox: 0.0950, s0.loss_mask: 0.1975, s1.loss_cls: 0.0750, s1.acc: 94.6622, s1.loss_bbox: 0.1029, s1.loss_mask: 0.0928, s2.loss_cls: 0.0380, s2.acc: 94.5436, s2.loss_bbox: 0.0645, s2.loss_mask: 0.0438, loss: 1.0953 2022-06-07 00:16:32,036 - mmdet - INFO - Epoch [17][3000/7330] lr: 1.000e-04, eta: 2 days, 10:49:42, time: 1.468, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0270, loss_semantic_seg: 0.1701, s0.loss_cls: 0.1465, s0.acc: 94.5068, s0.loss_bbox: 0.0899, s0.loss_mask: 0.1944, s1.loss_cls: 0.0683, s1.acc: 94.9322, s1.loss_bbox: 0.0967, s1.loss_mask: 0.0911, s2.loss_cls: 0.0349, s2.acc: 94.6715, s2.loss_bbox: 0.0614, s2.loss_mask: 0.0429, loss: 1.0450 2022-06-07 00:17:44,439 - mmdet - INFO - Epoch [17][3050/7330] lr: 1.000e-04, eta: 2 days, 10:48:27, time: 1.448, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0295, loss_semantic_seg: 0.1704, s0.loss_cls: 0.1528, s0.acc: 94.3770, s0.loss_bbox: 0.0895, s0.loss_mask: 0.1978, s1.loss_cls: 0.0701, s1.acc: 94.9129, s1.loss_bbox: 0.0972, s1.loss_mask: 0.0928, s2.loss_cls: 0.0353, s2.acc: 94.7023, s2.loss_bbox: 0.0612, s2.loss_mask: 0.0435, loss: 1.0628 2022-06-07 00:18:57,380 - mmdet - INFO - Epoch [17][3100/7330] lr: 1.000e-04, eta: 2 days, 10:47:12, time: 1.459, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0272, loss_semantic_seg: 0.1737, s0.loss_cls: 0.1458, s0.acc: 94.6919, s0.loss_bbox: 0.0870, s0.loss_mask: 0.1944, s1.loss_cls: 0.0665, s1.acc: 95.1374, s1.loss_bbox: 0.0936, s1.loss_mask: 0.0909, s2.loss_cls: 0.0342, s2.acc: 94.9034, s2.loss_bbox: 0.0604, s2.loss_mask: 0.0430, loss: 1.0373 2022-06-07 00:20:10,205 - mmdet - INFO - Epoch [17][3150/7330] lr: 1.000e-04, eta: 2 days, 10:45:57, time: 1.456, data_time: 0.020, memory: 64799, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0257, loss_semantic_seg: 0.1667, s0.loss_cls: 0.1442, s0.acc: 94.6716, s0.loss_bbox: 0.0829, s0.loss_mask: 0.1883, s1.loss_cls: 0.0657, s1.acc: 95.1525, s1.loss_bbox: 0.0922, s1.loss_mask: 0.0886, s2.loss_cls: 0.0335, s2.acc: 94.8996, s2.loss_bbox: 0.0613, s2.loss_mask: 0.0421, loss: 1.0110 2022-06-07 00:21:22,225 - mmdet - INFO - Epoch [17][3200/7330] lr: 1.000e-04, eta: 2 days, 10:44:42, time: 1.441, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0280, loss_semantic_seg: 0.1787, s0.loss_cls: 0.1464, s0.acc: 94.5759, s0.loss_bbox: 0.0860, s0.loss_mask: 0.1964, s1.loss_cls: 0.0672, s1.acc: 95.0715, s1.loss_bbox: 0.0949, s1.loss_mask: 0.0918, s2.loss_cls: 0.0342, s2.acc: 94.9520, s2.loss_bbox: 0.0612, s2.loss_mask: 0.0435, loss: 1.0484 2022-06-07 00:22:34,722 - mmdet - INFO - Epoch [17][3250/7330] lr: 1.000e-04, eta: 2 days, 10:43:26, time: 1.450, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0240, loss_rpn_bbox: 0.0291, loss_semantic_seg: 0.1803, s0.loss_cls: 0.1521, s0.acc: 94.3882, s0.loss_bbox: 0.0925, s0.loss_mask: 0.2010, s1.loss_cls: 0.0691, s1.acc: 94.9909, s1.loss_bbox: 0.1006, s1.loss_mask: 0.0944, s2.loss_cls: 0.0355, s2.acc: 94.7284, s2.loss_bbox: 0.0634, s2.loss_mask: 0.0443, loss: 1.0863 2022-06-07 00:23:47,822 - mmdet - INFO - Epoch [17][3300/7330] lr: 1.000e-04, eta: 2 days, 10:42:12, time: 1.462, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0271, loss_semantic_seg: 0.1711, s0.loss_cls: 0.1506, s0.acc: 94.4414, s0.loss_bbox: 0.0886, s0.loss_mask: 0.1939, s1.loss_cls: 0.0684, s1.acc: 94.9849, s1.loss_bbox: 0.0969, s1.loss_mask: 0.0921, s2.loss_cls: 0.0345, s2.acc: 94.8526, s2.loss_bbox: 0.0632, s2.loss_mask: 0.0437, loss: 1.0519 2022-06-07 00:25:01,495 - mmdet - INFO - Epoch [17][3350/7330] lr: 1.000e-04, eta: 2 days, 10:40:58, time: 1.473, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0267, loss_semantic_seg: 0.1728, s0.loss_cls: 0.1575, s0.acc: 94.3145, s0.loss_bbox: 0.0904, s0.loss_mask: 0.1971, s1.loss_cls: 0.0725, s1.acc: 94.7452, s1.loss_bbox: 0.0997, s1.loss_mask: 0.0934, s2.loss_cls: 0.0373, s2.acc: 94.5139, s2.loss_bbox: 0.0643, s2.loss_mask: 0.0437, loss: 1.0779 2022-06-07 00:26:15,689 - mmdet - INFO - Epoch [17][3400/7330] lr: 1.000e-04, eta: 2 days, 10:39:45, time: 1.483, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0268, loss_semantic_seg: 0.1846, s0.loss_cls: 0.1562, s0.acc: 94.3191, s0.loss_bbox: 0.0893, s0.loss_mask: 0.1896, s1.loss_cls: 0.0716, s1.acc: 94.7860, s1.loss_bbox: 0.0994, s1.loss_mask: 0.0889, s2.loss_cls: 0.0370, s2.acc: 94.5896, s2.loss_bbox: 0.0654, s2.loss_mask: 0.0422, loss: 1.0721 2022-06-07 00:27:29,879 - mmdet - INFO - Epoch [17][3450/7330] lr: 1.000e-04, eta: 2 days, 10:38:32, time: 1.485, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0233, loss_rpn_bbox: 0.0268, loss_semantic_seg: 0.1770, s0.loss_cls: 0.1669, s0.acc: 93.9333, s0.loss_bbox: 0.0929, s0.loss_mask: 0.1951, s1.loss_cls: 0.0781, s1.acc: 94.3906, s1.loss_bbox: 0.1028, s1.loss_mask: 0.0918, s2.loss_cls: 0.0392, s2.acc: 94.2283, s2.loss_bbox: 0.0680, s2.loss_mask: 0.0435, loss: 1.1054 2022-06-07 00:28:43,161 - mmdet - INFO - Epoch [17][3500/7330] lr: 1.000e-04, eta: 2 days, 10:37:17, time: 1.466, data_time: 0.012, memory: 64799, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0279, loss_semantic_seg: 0.1796, s0.loss_cls: 0.1572, s0.acc: 94.2139, s0.loss_bbox: 0.0912, s0.loss_mask: 0.1997, s1.loss_cls: 0.0724, s1.acc: 94.7098, s1.loss_bbox: 0.0994, s1.loss_mask: 0.0934, s2.loss_cls: 0.0367, s2.acc: 94.5646, s2.loss_bbox: 0.0637, s2.loss_mask: 0.0439, loss: 1.0858 2022-06-07 00:29:56,464 - mmdet - INFO - Epoch [17][3550/7330] lr: 1.000e-04, eta: 2 days, 10:36:03, time: 1.466, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0252, loss_semantic_seg: 0.1697, s0.loss_cls: 0.1534, s0.acc: 94.5505, s0.loss_bbox: 0.0875, s0.loss_mask: 0.1947, s1.loss_cls: 0.0712, s1.acc: 95.0045, s1.loss_bbox: 0.0945, s1.loss_mask: 0.0922, s2.loss_cls: 0.0364, s2.acc: 94.8142, s2.loss_bbox: 0.0611, s2.loss_mask: 0.0436, loss: 1.0500 2022-06-07 00:31:09,141 - mmdet - INFO - Epoch [17][3600/7330] lr: 1.000e-04, eta: 2 days, 10:34:48, time: 1.454, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0279, loss_semantic_seg: 0.1714, s0.loss_cls: 0.1574, s0.acc: 94.1504, s0.loss_bbox: 0.0957, s0.loss_mask: 0.1997, s1.loss_cls: 0.0721, s1.acc: 94.6292, s1.loss_bbox: 0.1044, s1.loss_mask: 0.0937, s2.loss_cls: 0.0369, s2.acc: 94.4261, s2.loss_bbox: 0.0670, s2.loss_mask: 0.0442, loss: 1.0929 2022-06-07 00:32:21,865 - mmdet - INFO - Epoch [17][3650/7330] lr: 1.000e-04, eta: 2 days, 10:33:33, time: 1.455, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0269, loss_semantic_seg: 0.1755, s0.loss_cls: 0.1575, s0.acc: 94.3086, s0.loss_bbox: 0.0896, s0.loss_mask: 0.1968, s1.loss_cls: 0.0736, s1.acc: 94.7918, s1.loss_bbox: 0.0963, s1.loss_mask: 0.0928, s2.loss_cls: 0.0373, s2.acc: 94.4701, s2.loss_bbox: 0.0617, s2.loss_mask: 0.0432, loss: 1.0741 2022-06-07 00:33:34,641 - mmdet - INFO - Epoch [17][3700/7330] lr: 1.000e-04, eta: 2 days, 10:32:18, time: 1.455, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0283, loss_semantic_seg: 0.1661, s0.loss_cls: 0.1549, s0.acc: 94.4011, s0.loss_bbox: 0.0912, s0.loss_mask: 0.2028, s1.loss_cls: 0.0719, s1.acc: 94.7842, s1.loss_bbox: 0.1024, s1.loss_mask: 0.0957, s2.loss_cls: 0.0367, s2.acc: 94.5824, s2.loss_bbox: 0.0637, s2.loss_mask: 0.0445, loss: 1.0802 2022-06-07 00:34:48,239 - mmdet - INFO - Epoch [17][3750/7330] lr: 1.000e-04, eta: 2 days, 10:31:04, time: 1.472, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0275, loss_semantic_seg: 0.1693, s0.loss_cls: 0.1560, s0.acc: 94.2319, s0.loss_bbox: 0.0918, s0.loss_mask: 0.1946, s1.loss_cls: 0.0720, s1.acc: 94.8034, s1.loss_bbox: 0.0987, s1.loss_mask: 0.0918, s2.loss_cls: 0.0378, s2.acc: 94.4830, s2.loss_bbox: 0.0626, s2.loss_mask: 0.0426, loss: 1.0672 2022-06-07 00:36:01,693 - mmdet - INFO - Epoch [17][3800/7330] lr: 1.000e-04, eta: 2 days, 10:29:50, time: 1.468, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0273, loss_semantic_seg: 0.1759, s0.loss_cls: 0.1599, s0.acc: 94.2412, s0.loss_bbox: 0.0894, s0.loss_mask: 0.1952, s1.loss_cls: 0.0743, s1.acc: 94.6163, s1.loss_bbox: 0.0994, s1.loss_mask: 0.0919, s2.loss_cls: 0.0386, s2.acc: 94.4076, s2.loss_bbox: 0.0636, s2.loss_mask: 0.0435, loss: 1.0814 2022-06-07 00:37:15,881 - mmdet - INFO - Epoch [17][3850/7330] lr: 1.000e-04, eta: 2 days, 10:28:37, time: 1.484, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0268, loss_semantic_seg: 0.1739, s0.loss_cls: 0.1557, s0.acc: 94.3113, s0.loss_bbox: 0.0893, s0.loss_mask: 0.1915, s1.loss_cls: 0.0726, s1.acc: 94.7917, s1.loss_bbox: 0.0990, s1.loss_mask: 0.0892, s2.loss_cls: 0.0372, s2.acc: 94.5284, s2.loss_bbox: 0.0641, s2.loss_mask: 0.0424, loss: 1.0626 2022-06-07 00:38:28,376 - mmdet - INFO - Epoch [17][3900/7330] lr: 1.000e-04, eta: 2 days, 10:27:22, time: 1.450, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0260, loss_semantic_seg: 0.1741, s0.loss_cls: 0.1556, s0.acc: 94.2544, s0.loss_bbox: 0.0899, s0.loss_mask: 0.1997, s1.loss_cls: 0.0720, s1.acc: 94.6623, s1.loss_bbox: 0.0975, s1.loss_mask: 0.0944, s2.loss_cls: 0.0363, s2.acc: 94.5601, s2.loss_bbox: 0.0630, s2.loss_mask: 0.0446, loss: 1.0730 2022-06-07 00:39:42,380 - mmdet - INFO - Epoch [17][3950/7330] lr: 1.000e-04, eta: 2 days, 10:26:08, time: 1.480, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0270, loss_semantic_seg: 0.1735, s0.loss_cls: 0.1563, s0.acc: 94.2747, s0.loss_bbox: 0.0906, s0.loss_mask: 0.1899, s1.loss_cls: 0.0732, s1.acc: 94.6167, s1.loss_bbox: 0.0975, s1.loss_mask: 0.0888, s2.loss_cls: 0.0370, s2.acc: 94.4738, s2.loss_bbox: 0.0612, s2.loss_mask: 0.0419, loss: 1.0590 2022-06-07 00:40:57,241 - mmdet - INFO - Epoch [17][4000/7330] lr: 1.000e-04, eta: 2 days, 10:24:56, time: 1.497, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0285, loss_semantic_seg: 0.1760, s0.loss_cls: 0.1534, s0.acc: 94.4873, s0.loss_bbox: 0.0875, s0.loss_mask: 0.1908, s1.loss_cls: 0.0705, s1.acc: 94.9686, s1.loss_bbox: 0.0933, s1.loss_mask: 0.0900, s2.loss_cls: 0.0357, s2.acc: 94.7486, s2.loss_bbox: 0.0594, s2.loss_mask: 0.0423, loss: 1.0471 2022-06-07 00:42:11,003 - mmdet - INFO - Epoch [17][4050/7330] lr: 1.000e-04, eta: 2 days, 10:23:42, time: 1.476, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0240, loss_rpn_bbox: 0.0281, loss_semantic_seg: 0.1809, s0.loss_cls: 0.1622, s0.acc: 94.1089, s0.loss_bbox: 0.0941, s0.loss_mask: 0.2000, s1.loss_cls: 0.0751, s1.acc: 94.5939, s1.loss_bbox: 0.1012, s1.loss_mask: 0.0944, s2.loss_cls: 0.0382, s2.acc: 94.3717, s2.loss_bbox: 0.0651, s2.loss_mask: 0.0447, loss: 1.1080 2022-06-07 00:43:24,526 - mmdet - INFO - Epoch [17][4100/7330] lr: 1.000e-04, eta: 2 days, 10:22:28, time: 1.470, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0282, loss_semantic_seg: 0.1696, s0.loss_cls: 0.1544, s0.acc: 94.2947, s0.loss_bbox: 0.0874, s0.loss_mask: 0.1929, s1.loss_cls: 0.0707, s1.acc: 94.7346, s1.loss_bbox: 0.0995, s1.loss_mask: 0.0912, s2.loss_cls: 0.0366, s2.acc: 94.5722, s2.loss_bbox: 0.0658, s2.loss_mask: 0.0431, loss: 1.0611 2022-06-07 00:44:37,337 - mmdet - INFO - Epoch [17][4150/7330] lr: 1.000e-04, eta: 2 days, 10:21:14, time: 1.457, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0279, loss_semantic_seg: 0.1771, s0.loss_cls: 0.1524, s0.acc: 94.5276, s0.loss_bbox: 0.0894, s0.loss_mask: 0.1950, s1.loss_cls: 0.0697, s1.acc: 95.0946, s1.loss_bbox: 0.0979, s1.loss_mask: 0.0914, s2.loss_cls: 0.0354, s2.acc: 94.8810, s2.loss_bbox: 0.0615, s2.loss_mask: 0.0433, loss: 1.0618 2022-06-07 00:45:50,569 - mmdet - INFO - Epoch [17][4200/7330] lr: 1.000e-04, eta: 2 days, 10:19:59, time: 1.465, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0194, loss_rpn_bbox: 0.0275, loss_semantic_seg: 0.1877, s0.loss_cls: 0.1611, s0.acc: 94.0759, s0.loss_bbox: 0.0934, s0.loss_mask: 0.1986, s1.loss_cls: 0.0748, s1.acc: 94.5278, s1.loss_bbox: 0.1009, s1.loss_mask: 0.0934, s2.loss_cls: 0.0383, s2.acc: 94.3219, s2.loss_bbox: 0.0634, s2.loss_mask: 0.0438, loss: 1.1022 2022-06-07 00:47:04,378 - mmdet - INFO - Epoch [17][4250/7330] lr: 1.000e-04, eta: 2 days, 10:18:46, time: 1.476, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0284, loss_semantic_seg: 0.1856, s0.loss_cls: 0.1682, s0.acc: 93.9377, s0.loss_bbox: 0.0956, s0.loss_mask: 0.1990, s1.loss_cls: 0.0779, s1.acc: 94.3915, s1.loss_bbox: 0.1028, s1.loss_mask: 0.0930, s2.loss_cls: 0.0399, s2.acc: 94.1943, s2.loss_bbox: 0.0648, s2.loss_mask: 0.0438, loss: 1.1212 2022-06-07 00:48:17,796 - mmdet - INFO - Epoch [17][4300/7330] lr: 1.000e-04, eta: 2 days, 10:17:31, time: 1.469, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0256, loss_semantic_seg: 0.1708, s0.loss_cls: 0.1602, s0.acc: 94.1824, s0.loss_bbox: 0.0943, s0.loss_mask: 0.1967, s1.loss_cls: 0.0746, s1.acc: 94.6349, s1.loss_bbox: 0.1058, s1.loss_mask: 0.0928, s2.loss_cls: 0.0378, s2.acc: 94.3477, s2.loss_bbox: 0.0665, s2.loss_mask: 0.0436, loss: 1.0900 2022-06-07 00:49:31,071 - mmdet - INFO - Epoch [17][4350/7330] lr: 1.000e-04, eta: 2 days, 10:16:17, time: 1.465, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0191, loss_rpn_bbox: 0.0248, loss_semantic_seg: 0.1771, s0.loss_cls: 0.1580, s0.acc: 94.2942, s0.loss_bbox: 0.0898, s0.loss_mask: 0.1937, s1.loss_cls: 0.0733, s1.acc: 94.7706, s1.loss_bbox: 0.1012, s1.loss_mask: 0.0908, s2.loss_cls: 0.0371, s2.acc: 94.5772, s2.loss_bbox: 0.0655, s2.loss_mask: 0.0431, loss: 1.0734 2022-06-07 00:50:44,825 - mmdet - INFO - Epoch [17][4400/7330] lr: 1.000e-04, eta: 2 days, 10:15:03, time: 1.475, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0279, loss_semantic_seg: 0.1752, s0.loss_cls: 0.1632, s0.acc: 94.0012, s0.loss_bbox: 0.0958, s0.loss_mask: 0.1971, s1.loss_cls: 0.0749, s1.acc: 94.4763, s1.loss_bbox: 0.1062, s1.loss_mask: 0.0929, s2.loss_cls: 0.0381, s2.acc: 94.2063, s2.loss_bbox: 0.0682, s2.loss_mask: 0.0438, loss: 1.1037 2022-06-07 00:51:57,893 - mmdet - INFO - Epoch [17][4450/7330] lr: 1.000e-04, eta: 2 days, 10:13:49, time: 1.461, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0194, loss_rpn_bbox: 0.0268, loss_semantic_seg: 0.1710, s0.loss_cls: 0.1525, s0.acc: 94.4082, s0.loss_bbox: 0.0886, s0.loss_mask: 0.1935, s1.loss_cls: 0.0696, s1.acc: 94.8902, s1.loss_bbox: 0.0984, s1.loss_mask: 0.0915, s2.loss_cls: 0.0356, s2.acc: 94.7090, s2.loss_bbox: 0.0640, s2.loss_mask: 0.0434, loss: 1.0544 2022-06-07 00:53:11,874 - mmdet - INFO - Epoch [17][4500/7330] lr: 1.000e-04, eta: 2 days, 10:12:35, time: 1.479, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0288, loss_semantic_seg: 0.1821, s0.loss_cls: 0.1735, s0.acc: 93.7542, s0.loss_bbox: 0.0948, s0.loss_mask: 0.1972, s1.loss_cls: 0.0801, s1.acc: 94.2596, s1.loss_bbox: 0.1026, s1.loss_mask: 0.0924, s2.loss_cls: 0.0405, s2.acc: 94.1369, s2.loss_bbox: 0.0669, s2.loss_mask: 0.0439, loss: 1.1265 2022-06-07 00:54:25,024 - mmdet - INFO - Epoch [17][4550/7330] lr: 1.000e-04, eta: 2 days, 10:11:21, time: 1.463, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0253, loss_semantic_seg: 0.1717, s0.loss_cls: 0.1548, s0.acc: 94.2708, s0.loss_bbox: 0.0899, s0.loss_mask: 0.1962, s1.loss_cls: 0.0711, s1.acc: 94.7654, s1.loss_bbox: 0.0999, s1.loss_mask: 0.0917, s2.loss_cls: 0.0362, s2.acc: 94.5664, s2.loss_bbox: 0.0639, s2.loss_mask: 0.0432, loss: 1.0640 2022-06-07 00:55:38,800 - mmdet - INFO - Epoch [17][4600/7330] lr: 1.000e-04, eta: 2 days, 10:10:07, time: 1.475, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0282, loss_semantic_seg: 0.1790, s0.loss_cls: 0.1654, s0.acc: 94.0349, s0.loss_bbox: 0.0966, s0.loss_mask: 0.2037, s1.loss_cls: 0.0773, s1.acc: 94.3171, s1.loss_bbox: 0.1032, s1.loss_mask: 0.0968, s2.loss_cls: 0.0392, s2.acc: 94.2397, s2.loss_bbox: 0.0664, s2.loss_mask: 0.0452, loss: 1.1247 2022-06-07 00:56:52,172 - mmdet - INFO - Epoch [17][4650/7330] lr: 1.000e-04, eta: 2 days, 10:08:53, time: 1.468, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0274, loss_semantic_seg: 0.1794, s0.loss_cls: 0.1608, s0.acc: 94.1731, s0.loss_bbox: 0.0933, s0.loss_mask: 0.1967, s1.loss_cls: 0.0723, s1.acc: 94.7886, s1.loss_bbox: 0.1029, s1.loss_mask: 0.0927, s2.loss_cls: 0.0367, s2.acc: 94.6381, s2.loss_bbox: 0.0664, s2.loss_mask: 0.0433, loss: 1.0923 2022-06-07 00:58:04,954 - mmdet - INFO - Epoch [17][4700/7330] lr: 1.000e-04, eta: 2 days, 10:07:38, time: 1.456, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0194, loss_rpn_bbox: 0.0239, loss_semantic_seg: 0.1688, s0.loss_cls: 0.1468, s0.acc: 94.6223, s0.loss_bbox: 0.0872, s0.loss_mask: 0.1876, s1.loss_cls: 0.0672, s1.acc: 95.1918, s1.loss_bbox: 0.0967, s1.loss_mask: 0.0876, s2.loss_cls: 0.0350, s2.acc: 94.9146, s2.loss_bbox: 0.0614, s2.loss_mask: 0.0409, loss: 1.0226 2022-06-07 00:59:17,665 - mmdet - INFO - Epoch [17][4750/7330] lr: 1.000e-04, eta: 2 days, 10:06:23, time: 1.454, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0266, loss_semantic_seg: 0.1787, s0.loss_cls: 0.1601, s0.acc: 94.1038, s0.loss_bbox: 0.0919, s0.loss_mask: 0.1970, s1.loss_cls: 0.0749, s1.acc: 94.5750, s1.loss_bbox: 0.1018, s1.loss_mask: 0.0931, s2.loss_cls: 0.0384, s2.acc: 94.4349, s2.loss_bbox: 0.0654, s2.loss_mask: 0.0440, loss: 1.0957 2022-06-07 01:00:30,703 - mmdet - INFO - Epoch [17][4800/7330] lr: 1.000e-04, eta: 2 days, 10:05:09, time: 1.461, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0278, loss_semantic_seg: 0.1681, s0.loss_cls: 0.1579, s0.acc: 94.2520, s0.loss_bbox: 0.0890, s0.loss_mask: 0.1925, s1.loss_cls: 0.0726, s1.acc: 94.6800, s1.loss_bbox: 0.0997, s1.loss_mask: 0.0908, s2.loss_cls: 0.0375, s2.acc: 94.4197, s2.loss_bbox: 0.0644, s2.loss_mask: 0.0428, loss: 1.0634 2022-06-07 01:01:43,636 - mmdet - INFO - Epoch [17][4850/7330] lr: 1.000e-04, eta: 2 days, 10:03:54, time: 1.458, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0191, loss_rpn_bbox: 0.0253, loss_semantic_seg: 0.1672, s0.loss_cls: 0.1517, s0.acc: 94.5078, s0.loss_bbox: 0.0865, s0.loss_mask: 0.1891, s1.loss_cls: 0.0708, s1.acc: 94.8722, s1.loss_bbox: 0.0972, s1.loss_mask: 0.0883, s2.loss_cls: 0.0360, s2.acc: 94.6789, s2.loss_bbox: 0.0605, s2.loss_mask: 0.0415, loss: 1.0330 2022-06-07 01:02:57,799 - mmdet - INFO - Epoch [17][4900/7330] lr: 1.000e-04, eta: 2 days, 10:02:41, time: 1.484, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0275, loss_semantic_seg: 0.1740, s0.loss_cls: 0.1597, s0.acc: 94.1787, s0.loss_bbox: 0.0943, s0.loss_mask: 0.1944, s1.loss_cls: 0.0731, s1.acc: 94.7109, s1.loss_bbox: 0.1037, s1.loss_mask: 0.0914, s2.loss_cls: 0.0376, s2.acc: 94.5020, s2.loss_bbox: 0.0654, s2.loss_mask: 0.0431, loss: 1.0848 2022-06-07 01:04:12,773 - mmdet - INFO - Epoch [17][4950/7330] lr: 1.000e-04, eta: 2 days, 10:01:29, time: 1.499, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0291, loss_semantic_seg: 0.1819, s0.loss_cls: 0.1725, s0.acc: 93.8242, s0.loss_bbox: 0.0926, s0.loss_mask: 0.1979, s1.loss_cls: 0.0808, s1.acc: 94.2053, s1.loss_bbox: 0.1020, s1.loss_mask: 0.0933, s2.loss_cls: 0.0414, s2.acc: 93.9528, s2.loss_bbox: 0.0658, s2.loss_mask: 0.0442, loss: 1.1264 2022-06-07 01:05:25,759 - mmdet - INFO - Epoch [17][5000/7330] lr: 1.000e-04, eta: 2 days, 10:00:14, time: 1.460, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0290, loss_semantic_seg: 0.1775, s0.loss_cls: 0.1604, s0.acc: 94.2498, s0.loss_bbox: 0.0897, s0.loss_mask: 0.1900, s1.loss_cls: 0.0751, s1.acc: 94.6504, s1.loss_bbox: 0.0990, s1.loss_mask: 0.0898, s2.loss_cls: 0.0383, s2.acc: 94.3739, s2.loss_bbox: 0.0632, s2.loss_mask: 0.0422, loss: 1.0765 2022-06-07 01:06:39,609 - mmdet - INFO - Epoch [17][5050/7330] lr: 1.000e-04, eta: 2 days, 9:59:01, time: 1.477, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0288, loss_semantic_seg: 0.1802, s0.loss_cls: 0.1621, s0.acc: 94.0281, s0.loss_bbox: 0.0939, s0.loss_mask: 0.1990, s1.loss_cls: 0.0760, s1.acc: 94.4111, s1.loss_bbox: 0.1018, s1.loss_mask: 0.0939, s2.loss_cls: 0.0391, s2.acc: 94.1611, s2.loss_bbox: 0.0654, s2.loss_mask: 0.0442, loss: 1.1056 2022-06-07 01:07:54,027 - mmdet - INFO - Epoch [17][5100/7330] lr: 1.000e-04, eta: 2 days, 9:57:48, time: 1.488, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0280, loss_semantic_seg: 0.1733, s0.loss_cls: 0.1617, s0.acc: 94.1055, s0.loss_bbox: 0.0953, s0.loss_mask: 0.2035, s1.loss_cls: 0.0762, s1.acc: 94.4788, s1.loss_bbox: 0.1021, s1.loss_mask: 0.0967, s2.loss_cls: 0.0381, s2.acc: 94.2328, s2.loss_bbox: 0.0638, s2.loss_mask: 0.0460, loss: 1.1060 2022-06-07 01:09:08,029 - mmdet - INFO - Epoch [17][5150/7330] lr: 1.000e-04, eta: 2 days, 9:56:34, time: 1.480, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0287, loss_semantic_seg: 0.1755, s0.loss_cls: 0.1590, s0.acc: 94.2231, s0.loss_bbox: 0.0901, s0.loss_mask: 0.1903, s1.loss_cls: 0.0745, s1.acc: 94.5607, s1.loss_bbox: 0.0973, s1.loss_mask: 0.0895, s2.loss_cls: 0.0377, s2.acc: 94.4047, s2.loss_bbox: 0.0619, s2.loss_mask: 0.0421, loss: 1.0671 2022-06-07 01:10:21,531 - mmdet - INFO - Epoch [17][5200/7330] lr: 1.000e-04, eta: 2 days, 9:55:20, time: 1.470, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0270, loss_semantic_seg: 0.1742, s0.loss_cls: 0.1592, s0.acc: 94.2151, s0.loss_bbox: 0.0903, s0.loss_mask: 0.1947, s1.loss_cls: 0.0741, s1.acc: 94.6258, s1.loss_bbox: 0.1004, s1.loss_mask: 0.0920, s2.loss_cls: 0.0383, s2.acc: 94.3779, s2.loss_bbox: 0.0646, s2.loss_mask: 0.0435, loss: 1.0786 2022-06-07 01:11:35,174 - mmdet - INFO - Epoch [17][5250/7330] lr: 1.000e-04, eta: 2 days, 9:54:06, time: 1.471, data_time: 0.023, memory: 64799, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0275, loss_semantic_seg: 0.1728, s0.loss_cls: 0.1526, s0.acc: 94.3076, s0.loss_bbox: 0.0886, s0.loss_mask: 0.1975, s1.loss_cls: 0.0693, s1.acc: 94.8086, s1.loss_bbox: 0.1001, s1.loss_mask: 0.0937, s2.loss_cls: 0.0361, s2.acc: 94.4833, s2.loss_bbox: 0.0656, s2.loss_mask: 0.0441, loss: 1.0690 2022-06-07 01:12:49,089 - mmdet - INFO - Epoch [17][5300/7330] lr: 1.000e-04, eta: 2 days, 9:52:53, time: 1.481, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0281, loss_semantic_seg: 0.1724, s0.loss_cls: 0.1586, s0.acc: 94.1543, s0.loss_bbox: 0.0929, s0.loss_mask: 0.1971, s1.loss_cls: 0.0732, s1.acc: 94.6652, s1.loss_bbox: 0.1005, s1.loss_mask: 0.0923, s2.loss_cls: 0.0368, s2.acc: 94.6017, s2.loss_bbox: 0.0643, s2.loss_mask: 0.0432, loss: 1.0793 2022-06-07 01:14:02,426 - mmdet - INFO - Epoch [17][5350/7330] lr: 1.000e-04, eta: 2 days, 9:51:39, time: 1.466, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0272, loss_semantic_seg: 0.1753, s0.loss_cls: 0.1566, s0.acc: 94.3069, s0.loss_bbox: 0.0926, s0.loss_mask: 0.1951, s1.loss_cls: 0.0715, s1.acc: 94.9111, s1.loss_bbox: 0.1018, s1.loss_mask: 0.0920, s2.loss_cls: 0.0358, s2.acc: 94.7802, s2.loss_bbox: 0.0651, s2.loss_mask: 0.0432, loss: 1.0773 2022-06-07 01:15:15,343 - mmdet - INFO - Epoch [17][5400/7330] lr: 1.000e-04, eta: 2 days, 9:50:24, time: 1.459, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0257, loss_semantic_seg: 0.1822, s0.loss_cls: 0.1581, s0.acc: 94.3018, s0.loss_bbox: 0.0900, s0.loss_mask: 0.1908, s1.loss_cls: 0.0731, s1.acc: 94.8205, s1.loss_bbox: 0.0989, s1.loss_mask: 0.0890, s2.loss_cls: 0.0378, s2.acc: 94.4926, s2.loss_bbox: 0.0624, s2.loss_mask: 0.0418, loss: 1.0692 2022-06-07 01:16:28,354 - mmdet - INFO - Epoch [17][5450/7330] lr: 1.000e-04, eta: 2 days, 9:49:09, time: 1.460, data_time: 0.012, memory: 64799, loss_rpn_cls: 0.0191, loss_rpn_bbox: 0.0270, loss_semantic_seg: 0.1702, s0.loss_cls: 0.1558, s0.acc: 94.3477, s0.loss_bbox: 0.0894, s0.loss_mask: 0.1962, s1.loss_cls: 0.0714, s1.acc: 94.7303, s1.loss_bbox: 0.0980, s1.loss_mask: 0.0922, s2.loss_cls: 0.0362, s2.acc: 94.5648, s2.loss_bbox: 0.0633, s2.loss_mask: 0.0435, loss: 1.0623 2022-06-07 01:17:41,692 - mmdet - INFO - Epoch [17][5500/7330] lr: 1.000e-04, eta: 2 days, 9:47:55, time: 1.467, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0277, loss_semantic_seg: 0.1781, s0.loss_cls: 0.1675, s0.acc: 93.9014, s0.loss_bbox: 0.0945, s0.loss_mask: 0.2008, s1.loss_cls: 0.0769, s1.acc: 94.4569, s1.loss_bbox: 0.1050, s1.loss_mask: 0.0945, s2.loss_cls: 0.0392, s2.acc: 94.3090, s2.loss_bbox: 0.0671, s2.loss_mask: 0.0443, loss: 1.1159 2022-06-07 01:18:55,158 - mmdet - INFO - Epoch [17][5550/7330] lr: 1.000e-04, eta: 2 days, 9:46:41, time: 1.469, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0274, loss_semantic_seg: 0.1696, s0.loss_cls: 0.1498, s0.acc: 94.4702, s0.loss_bbox: 0.0878, s0.loss_mask: 0.1944, s1.loss_cls: 0.0690, s1.acc: 94.9184, s1.loss_bbox: 0.0976, s1.loss_mask: 0.0921, s2.loss_cls: 0.0346, s2.acc: 94.7975, s2.loss_bbox: 0.0625, s2.loss_mask: 0.0437, loss: 1.0506 2022-06-07 01:20:07,713 - mmdet - INFO - Epoch [17][5600/7330] lr: 1.000e-04, eta: 2 days, 9:45:26, time: 1.451, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0259, loss_semantic_seg: 0.1754, s0.loss_cls: 0.1540, s0.acc: 94.4460, s0.loss_bbox: 0.0889, s0.loss_mask: 0.1978, s1.loss_cls: 0.0730, s1.acc: 94.7575, s1.loss_bbox: 0.0990, s1.loss_mask: 0.0923, s2.loss_cls: 0.0365, s2.acc: 94.6454, s2.loss_bbox: 0.0648, s2.loss_mask: 0.0433, loss: 1.0722 2022-06-07 01:21:19,570 - mmdet - INFO - Epoch [17][5650/7330] lr: 1.000e-04, eta: 2 days, 9:44:10, time: 1.437, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0172, loss_rpn_bbox: 0.0249, loss_semantic_seg: 0.1715, s0.loss_cls: 0.1488, s0.acc: 94.6052, s0.loss_bbox: 0.0877, s0.loss_mask: 0.1952, s1.loss_cls: 0.0691, s1.acc: 94.9918, s1.loss_bbox: 0.0980, s1.loss_mask: 0.0918, s2.loss_cls: 0.0353, s2.acc: 94.6984, s2.loss_bbox: 0.0623, s2.loss_mask: 0.0432, loss: 1.0451 2022-06-07 01:22:32,399 - mmdet - INFO - Epoch [17][5700/7330] lr: 1.000e-04, eta: 2 days, 9:42:55, time: 1.456, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0277, loss_semantic_seg: 0.1774, s0.loss_cls: 0.1573, s0.acc: 94.3374, s0.loss_bbox: 0.0903, s0.loss_mask: 0.1949, s1.loss_cls: 0.0724, s1.acc: 94.7137, s1.loss_bbox: 0.0988, s1.loss_mask: 0.0906, s2.loss_cls: 0.0375, s2.acc: 94.4255, s2.loss_bbox: 0.0626, s2.loss_mask: 0.0425, loss: 1.0750 2022-06-07 01:23:44,795 - mmdet - INFO - Epoch [17][5750/7330] lr: 1.000e-04, eta: 2 days, 9:41:40, time: 1.449, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0280, loss_semantic_seg: 0.1794, s0.loss_cls: 0.1587, s0.acc: 94.1836, s0.loss_bbox: 0.0917, s0.loss_mask: 0.1960, s1.loss_cls: 0.0736, s1.acc: 94.5979, s1.loss_bbox: 0.1017, s1.loss_mask: 0.0926, s2.loss_cls: 0.0373, s2.acc: 94.5098, s2.loss_bbox: 0.0658, s2.loss_mask: 0.0435, loss: 1.0914 2022-06-07 01:24:57,070 - mmdet - INFO - Epoch [17][5800/7330] lr: 1.000e-04, eta: 2 days, 9:40:25, time: 1.445, data_time: 0.011, memory: 64799, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0259, loss_semantic_seg: 0.1758, s0.loss_cls: 0.1484, s0.acc: 94.5708, s0.loss_bbox: 0.0866, s0.loss_mask: 0.1892, s1.loss_cls: 0.0673, s1.acc: 94.9877, s1.loss_bbox: 0.0959, s1.loss_mask: 0.0881, s2.loss_cls: 0.0345, s2.acc: 94.8463, s2.loss_bbox: 0.0630, s2.loss_mask: 0.0416, loss: 1.0361 2022-06-07 01:26:10,581 - mmdet - INFO - Epoch [17][5850/7330] lr: 1.000e-04, eta: 2 days, 9:39:11, time: 1.470, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0287, loss_semantic_seg: 0.1754, s0.loss_cls: 0.1670, s0.acc: 93.9780, s0.loss_bbox: 0.0941, s0.loss_mask: 0.1942, s1.loss_cls: 0.0761, s1.acc: 94.4449, s1.loss_bbox: 0.1029, s1.loss_mask: 0.0909, s2.loss_cls: 0.0386, s2.acc: 94.3559, s2.loss_bbox: 0.0660, s2.loss_mask: 0.0428, loss: 1.0986 2022-06-07 01:27:23,104 - mmdet - INFO - Epoch [17][5900/7330] lr: 1.000e-04, eta: 2 days, 9:37:56, time: 1.450, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0277, loss_semantic_seg: 0.1797, s0.loss_cls: 0.1533, s0.acc: 94.4407, s0.loss_bbox: 0.0883, s0.loss_mask: 0.1927, s1.loss_cls: 0.0709, s1.acc: 94.9209, s1.loss_bbox: 0.0976, s1.loss_mask: 0.0904, s2.loss_cls: 0.0358, s2.acc: 94.6929, s2.loss_bbox: 0.0631, s2.loss_mask: 0.0424, loss: 1.0614 2022-06-07 01:28:35,673 - mmdet - INFO - Epoch [17][5950/7330] lr: 1.000e-04, eta: 2 days, 9:36:41, time: 1.451, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0271, loss_semantic_seg: 0.1820, s0.loss_cls: 0.1629, s0.acc: 94.3262, s0.loss_bbox: 0.0867, s0.loss_mask: 0.1962, s1.loss_cls: 0.0760, s1.acc: 94.7661, s1.loss_bbox: 0.0935, s1.loss_mask: 0.0924, s2.loss_cls: 0.0383, s2.acc: 94.6104, s2.loss_bbox: 0.0600, s2.loss_mask: 0.0435, loss: 1.0811 2022-06-07 01:29:48,448 - mmdet - INFO - Epoch [17][6000/7330] lr: 1.000e-04, eta: 2 days, 9:35:26, time: 1.456, data_time: 0.012, memory: 64799, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0268, loss_semantic_seg: 0.1664, s0.loss_cls: 0.1542, s0.acc: 94.3154, s0.loss_bbox: 0.0917, s0.loss_mask: 0.1944, s1.loss_cls: 0.0721, s1.acc: 94.7593, s1.loss_bbox: 0.1010, s1.loss_mask: 0.0915, s2.loss_cls: 0.0369, s2.acc: 94.4640, s2.loss_bbox: 0.0655, s2.loss_mask: 0.0430, loss: 1.0653 2022-06-07 01:31:00,888 - mmdet - INFO - Epoch [17][6050/7330] lr: 1.000e-04, eta: 2 days, 9:34:11, time: 1.449, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0272, loss_semantic_seg: 0.1728, s0.loss_cls: 0.1603, s0.acc: 94.2217, s0.loss_bbox: 0.0919, s0.loss_mask: 0.1969, s1.loss_cls: 0.0742, s1.acc: 94.6520, s1.loss_bbox: 0.0979, s1.loss_mask: 0.0922, s2.loss_cls: 0.0371, s2.acc: 94.5163, s2.loss_bbox: 0.0607, s2.loss_mask: 0.0430, loss: 1.0753 2022-06-07 01:32:13,263 - mmdet - INFO - Epoch [17][6100/7330] lr: 1.000e-04, eta: 2 days, 9:32:55, time: 1.448, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0255, loss_semantic_seg: 0.1843, s0.loss_cls: 0.1582, s0.acc: 94.2175, s0.loss_bbox: 0.0913, s0.loss_mask: 0.1955, s1.loss_cls: 0.0739, s1.acc: 94.6189, s1.loss_bbox: 0.0977, s1.loss_mask: 0.0919, s2.loss_cls: 0.0375, s2.acc: 94.4187, s2.loss_bbox: 0.0622, s2.loss_mask: 0.0431, loss: 1.0824 2022-06-07 01:33:26,611 - mmdet - INFO - Epoch [17][6150/7330] lr: 1.000e-04, eta: 2 days, 9:31:41, time: 1.465, data_time: 0.021, memory: 64799, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0278, loss_semantic_seg: 0.1725, s0.loss_cls: 0.1530, s0.acc: 94.3259, s0.loss_bbox: 0.0872, s0.loss_mask: 0.1947, s1.loss_cls: 0.0720, s1.acc: 94.7111, s1.loss_bbox: 0.0952, s1.loss_mask: 0.0916, s2.loss_cls: 0.0370, s2.acc: 94.4932, s2.loss_bbox: 0.0609, s2.loss_mask: 0.0431, loss: 1.0575 2022-06-07 01:34:39,894 - mmdet - INFO - Epoch [17][6200/7330] lr: 1.000e-04, eta: 2 days, 9:30:27, time: 1.468, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0264, loss_semantic_seg: 0.1812, s0.loss_cls: 0.1595, s0.acc: 94.2363, s0.loss_bbox: 0.0889, s0.loss_mask: 0.1984, s1.loss_cls: 0.0750, s1.acc: 94.6226, s1.loss_bbox: 0.0996, s1.loss_mask: 0.0926, s2.loss_cls: 0.0374, s2.acc: 94.5267, s2.loss_bbox: 0.0642, s2.loss_mask: 0.0437, loss: 1.0897 2022-06-07 01:35:52,659 - mmdet - INFO - Epoch [17][6250/7330] lr: 1.000e-04, eta: 2 days, 9:29:12, time: 1.455, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0278, loss_semantic_seg: 0.1731, s0.loss_cls: 0.1665, s0.acc: 93.9216, s0.loss_bbox: 0.0971, s0.loss_mask: 0.1988, s1.loss_cls: 0.0779, s1.acc: 94.3094, s1.loss_bbox: 0.1035, s1.loss_mask: 0.0929, s2.loss_cls: 0.0397, s2.acc: 94.1052, s2.loss_bbox: 0.0633, s2.loss_mask: 0.0438, loss: 1.1057 2022-06-07 01:37:05,483 - mmdet - INFO - Epoch [17][6300/7330] lr: 1.000e-04, eta: 2 days, 9:27:57, time: 1.456, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0278, loss_semantic_seg: 0.1799, s0.loss_cls: 0.1597, s0.acc: 94.1819, s0.loss_bbox: 0.0928, s0.loss_mask: 0.2022, s1.loss_cls: 0.0742, s1.acc: 94.5788, s1.loss_bbox: 0.1026, s1.loss_mask: 0.0949, s2.loss_cls: 0.0375, s2.acc: 94.4225, s2.loss_bbox: 0.0657, s2.loss_mask: 0.0449, loss: 1.1046 2022-06-07 01:38:18,261 - mmdet - INFO - Epoch [17][6350/7330] lr: 1.000e-04, eta: 2 days, 9:26:42, time: 1.456, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0296, loss_semantic_seg: 0.1786, s0.loss_cls: 0.1582, s0.acc: 94.2737, s0.loss_bbox: 0.0933, s0.loss_mask: 0.2023, s1.loss_cls: 0.0739, s1.acc: 94.6139, s1.loss_bbox: 0.1004, s1.loss_mask: 0.0940, s2.loss_cls: 0.0380, s2.acc: 94.4108, s2.loss_bbox: 0.0628, s2.loss_mask: 0.0437, loss: 1.0984 2022-06-07 01:39:30,718 - mmdet - INFO - Epoch [17][6400/7330] lr: 1.000e-04, eta: 2 days, 9:25:27, time: 1.449, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0192, loss_rpn_bbox: 0.0270, loss_semantic_seg: 0.1734, s0.loss_cls: 0.1617, s0.acc: 94.1882, s0.loss_bbox: 0.0887, s0.loss_mask: 0.1916, s1.loss_cls: 0.0762, s1.acc: 94.5993, s1.loss_bbox: 0.0971, s1.loss_mask: 0.0907, s2.loss_cls: 0.0391, s2.acc: 94.4222, s2.loss_bbox: 0.0614, s2.loss_mask: 0.0426, loss: 1.0687 2022-06-07 01:40:42,828 - mmdet - INFO - Epoch [17][6450/7330] lr: 1.000e-04, eta: 2 days, 9:24:12, time: 1.442, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0293, loss_semantic_seg: 0.1746, s0.loss_cls: 0.1640, s0.acc: 94.0427, s0.loss_bbox: 0.0952, s0.loss_mask: 0.2016, s1.loss_cls: 0.0764, s1.acc: 94.4357, s1.loss_bbox: 0.1021, s1.loss_mask: 0.0943, s2.loss_cls: 0.0388, s2.acc: 94.2142, s2.loss_bbox: 0.0643, s2.loss_mask: 0.0444, loss: 1.1065 2022-06-07 01:41:54,353 - mmdet - INFO - Epoch [17][6500/7330] lr: 1.000e-04, eta: 2 days, 9:22:56, time: 1.430, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0269, loss_semantic_seg: 0.1738, s0.loss_cls: 0.1517, s0.acc: 94.4238, s0.loss_bbox: 0.0897, s0.loss_mask: 0.1926, s1.loss_cls: 0.0703, s1.acc: 94.9228, s1.loss_bbox: 0.0978, s1.loss_mask: 0.0910, s2.loss_cls: 0.0355, s2.acc: 94.7232, s2.loss_bbox: 0.0622, s2.loss_mask: 0.0429, loss: 1.0563 2022-06-07 01:43:06,487 - mmdet - INFO - Epoch [17][6550/7330] lr: 1.000e-04, eta: 2 days, 9:21:40, time: 1.443, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0251, loss_semantic_seg: 0.1760, s0.loss_cls: 0.1538, s0.acc: 94.4602, s0.loss_bbox: 0.0849, s0.loss_mask: 0.1899, s1.loss_cls: 0.0710, s1.acc: 94.8958, s1.loss_bbox: 0.0957, s1.loss_mask: 0.0903, s2.loss_cls: 0.0369, s2.acc: 94.6500, s2.loss_bbox: 0.0614, s2.loss_mask: 0.0429, loss: 1.0474 2022-06-07 01:44:19,540 - mmdet - INFO - Epoch [17][6600/7330] lr: 1.000e-04, eta: 2 days, 9:20:26, time: 1.461, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0257, loss_semantic_seg: 0.1755, s0.loss_cls: 0.1520, s0.acc: 94.5776, s0.loss_bbox: 0.0864, s0.loss_mask: 0.1913, s1.loss_cls: 0.0699, s1.acc: 95.0870, s1.loss_bbox: 0.0951, s1.loss_mask: 0.0900, s2.loss_cls: 0.0352, s2.acc: 94.9013, s2.loss_bbox: 0.0616, s2.loss_mask: 0.0429, loss: 1.0466 2022-06-07 01:45:31,585 - mmdet - INFO - Epoch [17][6650/7330] lr: 1.000e-04, eta: 2 days, 9:19:10, time: 1.441, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0267, loss_semantic_seg: 0.1752, s0.loss_cls: 0.1546, s0.acc: 94.3105, s0.loss_bbox: 0.0890, s0.loss_mask: 0.1944, s1.loss_cls: 0.0720, s1.acc: 94.6653, s1.loss_bbox: 0.0960, s1.loss_mask: 0.0907, s2.loss_cls: 0.0366, s2.acc: 94.5329, s2.loss_bbox: 0.0623, s2.loss_mask: 0.0429, loss: 1.0616 2022-06-07 01:46:43,949 - mmdet - INFO - Epoch [17][6700/7330] lr: 1.000e-04, eta: 2 days, 9:17:55, time: 1.446, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0274, loss_semantic_seg: 0.1754, s0.loss_cls: 0.1532, s0.acc: 94.5273, s0.loss_bbox: 0.0914, s0.loss_mask: 0.1952, s1.loss_cls: 0.0701, s1.acc: 95.0684, s1.loss_bbox: 0.0986, s1.loss_mask: 0.0915, s2.loss_cls: 0.0349, s2.acc: 94.9260, s2.loss_bbox: 0.0622, s2.loss_mask: 0.0432, loss: 1.0661 2022-06-07 01:47:57,352 - mmdet - INFO - Epoch [17][6750/7330] lr: 1.000e-04, eta: 2 days, 9:16:41, time: 1.469, data_time: 0.021, memory: 64799, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0282, loss_semantic_seg: 0.1789, s0.loss_cls: 0.1513, s0.acc: 94.4714, s0.loss_bbox: 0.0893, s0.loss_mask: 0.1951, s1.loss_cls: 0.0696, s1.acc: 94.9553, s1.loss_bbox: 0.0979, s1.loss_mask: 0.0912, s2.loss_cls: 0.0355, s2.acc: 94.7415, s2.loss_bbox: 0.0613, s2.loss_mask: 0.0429, loss: 1.0608 2022-06-07 01:49:09,372 - mmdet - INFO - Epoch [17][6800/7330] lr: 1.000e-04, eta: 2 days, 9:15:25, time: 1.441, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0287, loss_semantic_seg: 0.1733, s0.loss_cls: 0.1538, s0.acc: 94.2725, s0.loss_bbox: 0.0915, s0.loss_mask: 0.1920, s1.loss_cls: 0.0701, s1.acc: 94.8006, s1.loss_bbox: 0.0999, s1.loss_mask: 0.0910, s2.loss_cls: 0.0359, s2.acc: 94.5995, s2.loss_bbox: 0.0644, s2.loss_mask: 0.0430, loss: 1.0649 2022-06-07 01:50:22,506 - mmdet - INFO - Epoch [17][6850/7330] lr: 1.000e-04, eta: 2 days, 9:14:11, time: 1.463, data_time: 0.023, memory: 64799, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0252, loss_semantic_seg: 0.1773, s0.loss_cls: 0.1420, s0.acc: 94.8706, s0.loss_bbox: 0.0846, s0.loss_mask: 0.1946, s1.loss_cls: 0.0656, s1.acc: 95.2938, s1.loss_bbox: 0.0937, s1.loss_mask: 0.0926, s2.loss_cls: 0.0343, s2.acc: 94.9354, s2.loss_bbox: 0.0586, s2.loss_mask: 0.0437, loss: 1.0332 2022-06-07 01:51:34,816 - mmdet - INFO - Epoch [17][6900/7330] lr: 1.000e-04, eta: 2 days, 9:12:55, time: 1.446, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0274, loss_semantic_seg: 0.1814, s0.loss_cls: 0.1519, s0.acc: 94.4656, s0.loss_bbox: 0.0877, s0.loss_mask: 0.1975, s1.loss_cls: 0.0699, s1.acc: 94.8676, s1.loss_bbox: 0.0959, s1.loss_mask: 0.0927, s2.loss_cls: 0.0358, s2.acc: 94.7947, s2.loss_bbox: 0.0610, s2.loss_mask: 0.0438, loss: 1.0703 2022-06-07 01:52:46,113 - mmdet - INFO - Epoch [17][6950/7330] lr: 1.000e-04, eta: 2 days, 9:11:39, time: 1.426, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0270, loss_semantic_seg: 0.1790, s0.loss_cls: 0.1465, s0.acc: 94.7034, s0.loss_bbox: 0.0872, s0.loss_mask: 0.1995, s1.loss_cls: 0.0671, s1.acc: 95.1678, s1.loss_bbox: 0.0946, s1.loss_mask: 0.0943, s2.loss_cls: 0.0342, s2.acc: 95.0058, s2.loss_bbox: 0.0611, s2.loss_mask: 0.0446, loss: 1.0556 2022-06-07 01:53:58,597 - mmdet - INFO - Epoch [17][7000/7330] lr: 1.000e-04, eta: 2 days, 9:10:24, time: 1.449, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0279, loss_semantic_seg: 0.1716, s0.loss_cls: 0.1451, s0.acc: 94.6489, s0.loss_bbox: 0.0869, s0.loss_mask: 0.1970, s1.loss_cls: 0.0670, s1.acc: 95.0890, s1.loss_bbox: 0.0937, s1.loss_mask: 0.0930, s2.loss_cls: 0.0343, s2.acc: 94.9131, s2.loss_bbox: 0.0588, s2.loss_mask: 0.0437, loss: 1.0413 2022-06-07 01:55:12,318 - mmdet - INFO - Epoch [17][7050/7330] lr: 1.000e-04, eta: 2 days, 9:09:10, time: 1.475, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0234, loss_rpn_bbox: 0.0277, loss_semantic_seg: 0.1776, s0.loss_cls: 0.1556, s0.acc: 94.2698, s0.loss_bbox: 0.0896, s0.loss_mask: 0.1996, s1.loss_cls: 0.0714, s1.acc: 94.7913, s1.loss_bbox: 0.0974, s1.loss_mask: 0.0928, s2.loss_cls: 0.0368, s2.acc: 94.5162, s2.loss_bbox: 0.0619, s2.loss_mask: 0.0439, loss: 1.0777 2022-06-07 01:56:25,019 - mmdet - INFO - Epoch [17][7100/7330] lr: 1.000e-04, eta: 2 days, 9:07:55, time: 1.454, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0282, loss_semantic_seg: 0.1743, s0.loss_cls: 0.1610, s0.acc: 94.0962, s0.loss_bbox: 0.0914, s0.loss_mask: 0.1978, s1.loss_cls: 0.0740, s1.acc: 94.6264, s1.loss_bbox: 0.0985, s1.loss_mask: 0.0929, s2.loss_cls: 0.0376, s2.acc: 94.3769, s2.loss_bbox: 0.0613, s2.loss_mask: 0.0439, loss: 1.0816 2022-06-07 01:57:37,884 - mmdet - INFO - Epoch [17][7150/7330] lr: 1.000e-04, eta: 2 days, 9:06:40, time: 1.457, data_time: 0.012, memory: 64799, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0271, loss_semantic_seg: 0.1742, s0.loss_cls: 0.1543, s0.acc: 94.3103, s0.loss_bbox: 0.0928, s0.loss_mask: 0.1982, s1.loss_cls: 0.0711, s1.acc: 94.7338, s1.loss_bbox: 0.1011, s1.loss_mask: 0.0930, s2.loss_cls: 0.0367, s2.acc: 94.5436, s2.loss_bbox: 0.0647, s2.loss_mask: 0.0436, loss: 1.0779 2022-06-07 01:58:51,607 - mmdet - INFO - Epoch [17][7200/7330] lr: 1.000e-04, eta: 2 days, 9:05:27, time: 1.474, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0274, loss_semantic_seg: 0.1774, s0.loss_cls: 0.1498, s0.acc: 94.5796, s0.loss_bbox: 0.0866, s0.loss_mask: 0.1922, s1.loss_cls: 0.0688, s1.acc: 95.0499, s1.loss_bbox: 0.0933, s1.loss_mask: 0.0903, s2.loss_cls: 0.0344, s2.acc: 94.9366, s2.loss_bbox: 0.0587, s2.loss_mask: 0.0423, loss: 1.0438 2022-06-07 02:00:06,861 - mmdet - INFO - Epoch [17][7250/7330] lr: 1.000e-04, eta: 2 days, 9:04:15, time: 1.505, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0269, loss_semantic_seg: 0.1713, s0.loss_cls: 0.1542, s0.acc: 94.3120, s0.loss_bbox: 0.0925, s0.loss_mask: 0.1968, s1.loss_cls: 0.0701, s1.acc: 94.8421, s1.loss_bbox: 0.1004, s1.loss_mask: 0.0930, s2.loss_cls: 0.0356, s2.acc: 94.6550, s2.loss_bbox: 0.0653, s2.loss_mask: 0.0441, loss: 1.0709 2022-06-07 02:01:19,973 - mmdet - INFO - Epoch [17][7300/7330] lr: 1.000e-04, eta: 2 days, 9:03:00, time: 1.462, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0263, loss_semantic_seg: 0.1778, s0.loss_cls: 0.1540, s0.acc: 94.4001, s0.loss_bbox: 0.0871, s0.loss_mask: 0.1959, s1.loss_cls: 0.0719, s1.acc: 94.8615, s1.loss_bbox: 0.0971, s1.loss_mask: 0.0922, s2.loss_cls: 0.0365, s2.acc: 94.6657, s2.loss_bbox: 0.0630, s2.loss_mask: 0.0433, loss: 1.0653 2022-06-07 02:02:22,870 - mmdet - INFO - Saving checkpoint at 17 epochs 2022-06-07 02:06:28,508 - mmdet - INFO - Evaluating bbox... 2022-06-07 02:07:20,546 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.561 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.749 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.622 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.410 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.605 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.687 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.727 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.727 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.727 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.583 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.767 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.853 2022-06-07 02:07:20,547 - mmdet - INFO - Evaluating segm... 2022-06-07 02:08:15,744 - 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 ] = 0.729 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.539 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 ] = 0.522 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.671 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.634 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 ] = 0.485 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.671 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.778 2022-06-07 02:08:16,810 - mmdet - INFO - Exp name: htc++_beit_adapter_v2_large_fpn_3x_coco.py 2022-06-07 02:08:16,811 - mmdet - INFO - Epoch(val) [17][313] bbox_mAP: 0.5610, bbox_mAP_50: 0.7490, bbox_mAP_75: 0.6220, bbox_mAP_s: 0.4100, bbox_mAP_m: 0.6050, bbox_mAP_l: 0.6870, bbox_mAP_copypaste: 0.561 0.749 0.622 0.410 0.605 0.687, segm_mAP: 0.4900, segm_mAP_50: 0.7290, segm_mAP_75: 0.5390, segm_mAP_s: 0.3040, segm_mAP_m: 0.5220, segm_mAP_l: 0.6710, segm_mAP_copypaste: 0.490 0.729 0.539 0.304 0.522 0.671 2022-06-07 02:13:19,034 - mmdet - INFO - Epoch [18][50/7330] lr: 1.000e-04, eta: 2 days, 9:04:28, time: 6.044, data_time: 4.577, memory: 64799, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0278, loss_semantic_seg: 0.1717, s0.loss_cls: 0.1591, s0.acc: 94.2183, s0.loss_bbox: 0.0884, s0.loss_mask: 0.1978, s1.loss_cls: 0.0737, s1.acc: 94.6749, s1.loss_bbox: 0.0988, s1.loss_mask: 0.0931, s2.loss_cls: 0.0375, s2.acc: 94.4816, s2.loss_bbox: 0.0632, s2.loss_mask: 0.0442, loss: 1.0789 2022-06-07 02:14:32,429 - mmdet - INFO - Epoch [18][100/7330] lr: 1.000e-04, eta: 2 days, 9:03:14, time: 1.468, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0289, loss_semantic_seg: 0.1796, s0.loss_cls: 0.1555, s0.acc: 94.2083, s0.loss_bbox: 0.0920, s0.loss_mask: 0.1951, s1.loss_cls: 0.0718, s1.acc: 94.6284, s1.loss_bbox: 0.1016, s1.loss_mask: 0.0923, s2.loss_cls: 0.0371, s2.acc: 94.4255, s2.loss_bbox: 0.0657, s2.loss_mask: 0.0437, loss: 1.0851 2022-06-07 02:15:44,679 - mmdet - INFO - Epoch [18][150/7330] lr: 1.000e-04, eta: 2 days, 9:01:58, time: 1.445, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0300, loss_semantic_seg: 0.1744, s0.loss_cls: 0.1598, s0.acc: 94.1772, s0.loss_bbox: 0.0957, s0.loss_mask: 0.2021, s1.loss_cls: 0.0746, s1.acc: 94.5788, s1.loss_bbox: 0.1050, s1.loss_mask: 0.0950, s2.loss_cls: 0.0377, s2.acc: 94.4277, s2.loss_bbox: 0.0672, s2.loss_mask: 0.0450, loss: 1.1087 2022-06-07 02:16:57,750 - mmdet - INFO - Epoch [18][200/7330] lr: 1.000e-04, eta: 2 days, 9:00:44, time: 1.461, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0192, loss_rpn_bbox: 0.0269, loss_semantic_seg: 0.1652, s0.loss_cls: 0.1479, s0.acc: 94.5405, s0.loss_bbox: 0.0892, s0.loss_mask: 0.1880, s1.loss_cls: 0.0667, s1.acc: 95.0392, s1.loss_bbox: 0.0998, s1.loss_mask: 0.0888, s2.loss_cls: 0.0347, s2.acc: 94.7767, s2.loss_bbox: 0.0635, s2.loss_mask: 0.0418, loss: 1.0318 2022-06-07 02:18:10,145 - mmdet - INFO - Epoch [18][250/7330] lr: 1.000e-04, eta: 2 days, 8:59:28, time: 1.448, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0262, loss_semantic_seg: 0.1697, s0.loss_cls: 0.1506, s0.acc: 94.4802, s0.loss_bbox: 0.0895, s0.loss_mask: 0.1946, s1.loss_cls: 0.0694, s1.acc: 94.9662, s1.loss_bbox: 0.1007, s1.loss_mask: 0.0915, s2.loss_cls: 0.0361, s2.acc: 94.6263, s2.loss_bbox: 0.0656, s2.loss_mask: 0.0433, loss: 1.0576 2022-06-07 02:19:23,288 - mmdet - INFO - Epoch [18][300/7330] lr: 1.000e-04, eta: 2 days, 8:58:14, time: 1.463, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0275, loss_semantic_seg: 0.1788, s0.loss_cls: 0.1533, s0.acc: 94.3950, s0.loss_bbox: 0.0903, s0.loss_mask: 0.1952, s1.loss_cls: 0.0701, s1.acc: 94.9605, s1.loss_bbox: 0.0969, s1.loss_mask: 0.0919, s2.loss_cls: 0.0362, s2.acc: 94.6845, s2.loss_bbox: 0.0628, s2.loss_mask: 0.0431, loss: 1.0683 2022-06-07 02:20:37,139 - mmdet - INFO - Epoch [18][350/7330] lr: 1.000e-04, eta: 2 days, 8:57:00, time: 1.475, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0280, loss_semantic_seg: 0.1735, s0.loss_cls: 0.1589, s0.acc: 94.2053, s0.loss_bbox: 0.0931, s0.loss_mask: 0.2022, s1.loss_cls: 0.0720, s1.acc: 94.7558, s1.loss_bbox: 0.1025, s1.loss_mask: 0.0952, s2.loss_cls: 0.0372, s2.acc: 94.5086, s2.loss_bbox: 0.0653, s2.loss_mask: 0.0449, loss: 1.0942 2022-06-07 02:21:50,614 - mmdet - INFO - Epoch [18][400/7330] lr: 1.000e-04, eta: 2 days, 8:55:46, time: 1.471, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0188, loss_rpn_bbox: 0.0260, loss_semantic_seg: 0.1671, s0.loss_cls: 0.1531, s0.acc: 94.4160, s0.loss_bbox: 0.0898, s0.loss_mask: 0.1921, s1.loss_cls: 0.0695, s1.acc: 94.9269, s1.loss_bbox: 0.1001, s1.loss_mask: 0.0899, s2.loss_cls: 0.0359, s2.acc: 94.7268, s2.loss_bbox: 0.0644, s2.loss_mask: 0.0425, loss: 1.0490 2022-06-07 02:23:03,079 - mmdet - INFO - Epoch [18][450/7330] lr: 1.000e-04, eta: 2 days, 8:54:31, time: 1.449, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0262, loss_semantic_seg: 0.1694, s0.loss_cls: 0.1621, s0.acc: 94.1768, s0.loss_bbox: 0.0942, s0.loss_mask: 0.1939, s1.loss_cls: 0.0750, s1.acc: 94.6176, s1.loss_bbox: 0.1015, s1.loss_mask: 0.0911, s2.loss_cls: 0.0377, s2.acc: 94.4451, s2.loss_bbox: 0.0642, s2.loss_mask: 0.0430, loss: 1.0790 2022-06-07 02:24:16,368 - mmdet - INFO - Epoch [18][500/7330] lr: 1.000e-04, eta: 2 days, 8:53:16, time: 1.465, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0271, loss_semantic_seg: 0.1685, s0.loss_cls: 0.1553, s0.acc: 94.3108, s0.loss_bbox: 0.0900, s0.loss_mask: 0.1867, s1.loss_cls: 0.0701, s1.acc: 94.8080, s1.loss_bbox: 0.1009, s1.loss_mask: 0.0878, s2.loss_cls: 0.0364, s2.acc: 94.6018, s2.loss_bbox: 0.0655, s2.loss_mask: 0.0418, loss: 1.0504 2022-06-07 02:25:28,729 - mmdet - INFO - Epoch [18][550/7330] lr: 1.000e-04, eta: 2 days, 8:52:01, time: 1.448, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0274, loss_semantic_seg: 0.1774, s0.loss_cls: 0.1593, s0.acc: 94.2393, s0.loss_bbox: 0.0897, s0.loss_mask: 0.1891, s1.loss_cls: 0.0730, s1.acc: 94.8029, s1.loss_bbox: 0.1003, s1.loss_mask: 0.0888, s2.loss_cls: 0.0370, s2.acc: 94.5589, s2.loss_bbox: 0.0658, s2.loss_mask: 0.0419, loss: 1.0692 2022-06-07 02:26:42,995 - mmdet - INFO - Epoch [18][600/7330] lr: 1.000e-04, eta: 2 days, 8:50:48, time: 1.483, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0192, loss_rpn_bbox: 0.0264, loss_semantic_seg: 0.1739, s0.loss_cls: 0.1520, s0.acc: 94.4492, s0.loss_bbox: 0.0885, s0.loss_mask: 0.1935, s1.loss_cls: 0.0696, s1.acc: 94.9865, s1.loss_bbox: 0.1002, s1.loss_mask: 0.0908, s2.loss_cls: 0.0357, s2.acc: 94.7389, s2.loss_bbox: 0.0651, s2.loss_mask: 0.0431, loss: 1.0581 2022-06-07 02:27:57,365 - mmdet - INFO - Epoch [18][650/7330] lr: 1.000e-04, eta: 2 days, 8:49:35, time: 1.489, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0184, loss_rpn_bbox: 0.0263, loss_semantic_seg: 0.1782, s0.loss_cls: 0.1603, s0.acc: 94.1465, s0.loss_bbox: 0.0918, s0.loss_mask: 0.1937, s1.loss_cls: 0.0735, s1.acc: 94.6797, s1.loss_bbox: 0.1033, s1.loss_mask: 0.0908, s2.loss_cls: 0.0376, s2.acc: 94.4368, s2.loss_bbox: 0.0668, s2.loss_mask: 0.0428, loss: 1.0835 2022-06-07 02:29:10,451 - mmdet - INFO - Epoch [18][700/7330] lr: 1.000e-04, eta: 2 days, 8:48:20, time: 1.462, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0275, loss_semantic_seg: 0.1765, s0.loss_cls: 0.1549, s0.acc: 94.3379, s0.loss_bbox: 0.0868, s0.loss_mask: 0.1884, s1.loss_cls: 0.0705, s1.acc: 94.8810, s1.loss_bbox: 0.0976, s1.loss_mask: 0.0891, s2.loss_cls: 0.0356, s2.acc: 94.8007, s2.loss_bbox: 0.0636, s2.loss_mask: 0.0419, loss: 1.0521 2022-06-07 02:30:23,553 - mmdet - INFO - Epoch [18][750/7330] lr: 1.000e-04, eta: 2 days, 8:47:06, time: 1.462, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0190, loss_rpn_bbox: 0.0263, loss_semantic_seg: 0.1697, s0.loss_cls: 0.1662, s0.acc: 94.0386, s0.loss_bbox: 0.0905, s0.loss_mask: 0.2005, s1.loss_cls: 0.0776, s1.acc: 94.4826, s1.loss_bbox: 0.0990, s1.loss_mask: 0.0946, s2.loss_cls: 0.0396, s2.acc: 94.1503, s2.loss_bbox: 0.0634, s2.loss_mask: 0.0449, loss: 1.0914 2022-06-07 02:31:35,919 - mmdet - INFO - Epoch [18][800/7330] lr: 1.000e-04, eta: 2 days, 8:45:50, time: 1.448, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0275, loss_semantic_seg: 0.1765, s0.loss_cls: 0.1644, s0.acc: 93.9783, s0.loss_bbox: 0.0924, s0.loss_mask: 0.2004, s1.loss_cls: 0.0766, s1.acc: 94.3940, s1.loss_bbox: 0.1028, s1.loss_mask: 0.0946, s2.loss_cls: 0.0396, s2.acc: 94.1332, s2.loss_bbox: 0.0655, s2.loss_mask: 0.0447, loss: 1.1067 2022-06-07 02:32:49,406 - mmdet - INFO - Epoch [18][850/7330] lr: 1.000e-04, eta: 2 days, 8:44:36, time: 1.470, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0264, loss_semantic_seg: 0.1668, s0.loss_cls: 0.1535, s0.acc: 94.2976, s0.loss_bbox: 0.0898, s0.loss_mask: 0.1932, s1.loss_cls: 0.0705, s1.acc: 94.7517, s1.loss_bbox: 0.1002, s1.loss_mask: 0.0913, s2.loss_cls: 0.0362, s2.acc: 94.5143, s2.loss_bbox: 0.0639, s2.loss_mask: 0.0430, loss: 1.0547 2022-06-07 02:34:01,665 - mmdet - INFO - Epoch [18][900/7330] lr: 1.000e-04, eta: 2 days, 8:43:21, time: 1.445, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0194, loss_rpn_bbox: 0.0250, loss_semantic_seg: 0.1716, s0.loss_cls: 0.1464, s0.acc: 94.5845, s0.loss_bbox: 0.0849, s0.loss_mask: 0.1907, s1.loss_cls: 0.0670, s1.acc: 94.9239, s1.loss_bbox: 0.0922, s1.loss_mask: 0.0903, s2.loss_cls: 0.0339, s2.acc: 94.7464, s2.loss_bbox: 0.0595, s2.loss_mask: 0.0426, loss: 1.0235 2022-06-07 02:35:14,012 - mmdet - INFO - Epoch [18][950/7330] lr: 1.000e-04, eta: 2 days, 8:42:05, time: 1.447, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0262, loss_semantic_seg: 0.1714, s0.loss_cls: 0.1510, s0.acc: 94.3665, s0.loss_bbox: 0.0885, s0.loss_mask: 0.1935, s1.loss_cls: 0.0695, s1.acc: 94.7827, s1.loss_bbox: 0.0973, s1.loss_mask: 0.0908, s2.loss_cls: 0.0355, s2.acc: 94.6005, s2.loss_bbox: 0.0624, s2.loss_mask: 0.0430, loss: 1.0500 2022-06-07 02:36:26,407 - mmdet - INFO - Epoch [18][1000/7330] lr: 1.000e-04, eta: 2 days, 8:40:50, time: 1.448, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0297, loss_semantic_seg: 0.1677, s0.loss_cls: 0.1587, s0.acc: 94.2161, s0.loss_bbox: 0.0943, s0.loss_mask: 0.1963, s1.loss_cls: 0.0734, s1.acc: 94.5839, s1.loss_bbox: 0.1013, s1.loss_mask: 0.0926, s2.loss_cls: 0.0377, s2.acc: 94.3713, s2.loss_bbox: 0.0643, s2.loss_mask: 0.0435, loss: 1.0834 2022-06-07 02:37:39,600 - mmdet - INFO - Epoch [18][1050/7330] lr: 1.000e-04, eta: 2 days, 8:39:35, time: 1.464, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0187, loss_rpn_bbox: 0.0260, loss_semantic_seg: 0.1664, s0.loss_cls: 0.1466, s0.acc: 94.6438, s0.loss_bbox: 0.0848, s0.loss_mask: 0.1899, s1.loss_cls: 0.0664, s1.acc: 95.1186, s1.loss_bbox: 0.0970, s1.loss_mask: 0.0904, s2.loss_cls: 0.0343, s2.acc: 94.8630, s2.loss_bbox: 0.0642, s2.loss_mask: 0.0426, loss: 1.0273 2022-06-07 02:38:52,355 - mmdet - INFO - Epoch [18][1100/7330] lr: 1.000e-04, eta: 2 days, 8:38:21, time: 1.455, data_time: 0.021, memory: 64799, loss_rpn_cls: 0.0193, loss_rpn_bbox: 0.0257, loss_semantic_seg: 0.1716, s0.loss_cls: 0.1575, s0.acc: 94.1677, s0.loss_bbox: 0.0907, s0.loss_mask: 0.1916, s1.loss_cls: 0.0742, s1.acc: 94.5372, s1.loss_bbox: 0.1003, s1.loss_mask: 0.0895, s2.loss_cls: 0.0378, s2.acc: 94.3376, s2.loss_bbox: 0.0657, s2.loss_mask: 0.0420, loss: 1.0657 2022-06-07 02:40:05,685 - mmdet - INFO - Epoch [18][1150/7330] lr: 1.000e-04, eta: 2 days, 8:37:06, time: 1.467, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0234, loss_rpn_bbox: 0.0276, loss_semantic_seg: 0.1839, s0.loss_cls: 0.1595, s0.acc: 94.0955, s0.loss_bbox: 0.0923, s0.loss_mask: 0.2013, s1.loss_cls: 0.0733, s1.acc: 94.6117, s1.loss_bbox: 0.1005, s1.loss_mask: 0.0953, s2.loss_cls: 0.0365, s2.acc: 94.4982, s2.loss_bbox: 0.0643, s2.loss_mask: 0.0453, loss: 1.1031 2022-06-07 02:41:19,467 - mmdet - INFO - Epoch [18][1200/7330] lr: 1.000e-04, eta: 2 days, 8:35:52, time: 1.476, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0280, loss_semantic_seg: 0.1759, s0.loss_cls: 0.1552, s0.acc: 94.2249, s0.loss_bbox: 0.0879, s0.loss_mask: 0.1894, s1.loss_cls: 0.0715, s1.acc: 94.6895, s1.loss_bbox: 0.0962, s1.loss_mask: 0.0892, s2.loss_cls: 0.0363, s2.acc: 94.5994, s2.loss_bbox: 0.0615, s2.loss_mask: 0.0420, loss: 1.0553 2022-06-07 02:42:32,740 - mmdet - INFO - Epoch [18][1250/7330] lr: 1.000e-04, eta: 2 days, 8:34:38, time: 1.465, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0193, loss_rpn_bbox: 0.0261, loss_semantic_seg: 0.1698, s0.loss_cls: 0.1475, s0.acc: 94.5381, s0.loss_bbox: 0.0871, s0.loss_mask: 0.1893, s1.loss_cls: 0.0696, s1.acc: 94.8570, s1.loss_bbox: 0.0952, s1.loss_mask: 0.0886, s2.loss_cls: 0.0350, s2.acc: 94.7246, s2.loss_bbox: 0.0608, s2.loss_mask: 0.0416, loss: 1.0299 2022-06-07 02:43:45,564 - mmdet - INFO - Epoch [18][1300/7330] lr: 1.000e-04, eta: 2 days, 8:33:23, time: 1.457, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0253, loss_semantic_seg: 0.1720, s0.loss_cls: 0.1553, s0.acc: 94.2852, s0.loss_bbox: 0.0889, s0.loss_mask: 0.1910, s1.loss_cls: 0.0711, s1.acc: 94.7562, s1.loss_bbox: 0.0980, s1.loss_mask: 0.0894, s2.loss_cls: 0.0365, s2.acc: 94.4904, s2.loss_bbox: 0.0630, s2.loss_mask: 0.0423, loss: 1.0544 2022-06-07 02:44:59,360 - mmdet - INFO - Epoch [18][1350/7330] lr: 1.000e-04, eta: 2 days, 8:32:10, time: 1.476, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0292, loss_semantic_seg: 0.1702, s0.loss_cls: 0.1601, s0.acc: 94.0950, s0.loss_bbox: 0.0937, s0.loss_mask: 0.1943, s1.loss_cls: 0.0741, s1.acc: 94.6146, s1.loss_bbox: 0.1045, s1.loss_mask: 0.0919, s2.loss_cls: 0.0380, s2.acc: 94.4340, s2.loss_bbox: 0.0668, s2.loss_mask: 0.0432, loss: 1.0881 2022-06-07 02:46:12,700 - mmdet - INFO - Epoch [18][1400/7330] lr: 1.000e-04, eta: 2 days, 8:30:55, time: 1.467, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0267, loss_semantic_seg: 0.1675, s0.loss_cls: 0.1599, s0.acc: 94.0984, s0.loss_bbox: 0.0921, s0.loss_mask: 0.1882, s1.loss_cls: 0.0732, s1.acc: 94.6504, s1.loss_bbox: 0.1028, s1.loss_mask: 0.0882, s2.loss_cls: 0.0381, s2.acc: 94.4274, s2.loss_bbox: 0.0654, s2.loss_mask: 0.0413, loss: 1.0655 2022-06-07 02:47:25,414 - mmdet - INFO - Epoch [18][1450/7330] lr: 1.000e-04, eta: 2 days, 8:29:40, time: 1.454, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0265, loss_semantic_seg: 0.1753, s0.loss_cls: 0.1544, s0.acc: 94.4304, s0.loss_bbox: 0.0857, s0.loss_mask: 0.1907, s1.loss_cls: 0.0719, s1.acc: 94.8423, s1.loss_bbox: 0.0952, s1.loss_mask: 0.0890, s2.loss_cls: 0.0366, s2.acc: 94.6166, s2.loss_bbox: 0.0621, s2.loss_mask: 0.0419, loss: 1.0506 2022-06-07 02:48:39,147 - mmdet - INFO - Epoch [18][1500/7330] lr: 1.000e-04, eta: 2 days, 8:28:26, time: 1.474, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0257, loss_semantic_seg: 0.1750, s0.loss_cls: 0.1645, s0.acc: 94.1118, s0.loss_bbox: 0.0929, s0.loss_mask: 0.1949, s1.loss_cls: 0.0757, s1.acc: 94.5919, s1.loss_bbox: 0.1039, s1.loss_mask: 0.0925, s2.loss_cls: 0.0382, s2.acc: 94.3971, s2.loss_bbox: 0.0673, s2.loss_mask: 0.0435, loss: 1.0949 2022-06-07 02:49:52,945 - mmdet - INFO - Epoch [18][1550/7330] lr: 1.000e-04, eta: 2 days, 8:27:13, time: 1.477, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0266, loss_semantic_seg: 0.1687, s0.loss_cls: 0.1533, s0.acc: 94.5422, s0.loss_bbox: 0.0876, s0.loss_mask: 0.1889, s1.loss_cls: 0.0703, s1.acc: 94.9888, s1.loss_bbox: 0.0965, s1.loss_mask: 0.0896, s2.loss_cls: 0.0355, s2.acc: 94.8734, s2.loss_bbox: 0.0638, s2.loss_mask: 0.0426, loss: 1.0452 2022-06-07 02:51:07,723 - mmdet - INFO - Epoch [18][1600/7330] lr: 1.000e-04, eta: 2 days, 8:26:00, time: 1.494, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0275, loss_semantic_seg: 0.1768, s0.loss_cls: 0.1518, s0.acc: 94.4192, s0.loss_bbox: 0.0877, s0.loss_mask: 0.1894, s1.loss_cls: 0.0710, s1.acc: 94.8198, s1.loss_bbox: 0.0967, s1.loss_mask: 0.0893, s2.loss_cls: 0.0361, s2.acc: 94.6199, s2.loss_bbox: 0.0616, s2.loss_mask: 0.0421, loss: 1.0513 2022-06-07 02:52:22,174 - mmdet - INFO - Epoch [18][1650/7330] lr: 1.000e-04, eta: 2 days, 8:24:47, time: 1.490, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0299, loss_semantic_seg: 0.1739, s0.loss_cls: 0.1635, s0.acc: 93.9541, s0.loss_bbox: 0.0960, s0.loss_mask: 0.2021, s1.loss_cls: 0.0759, s1.acc: 94.4201, s1.loss_bbox: 0.1083, s1.loss_mask: 0.0948, s2.loss_cls: 0.0388, s2.acc: 94.1821, s2.loss_bbox: 0.0693, s2.loss_mask: 0.0444, loss: 1.1173 2022-06-07 02:53:36,136 - mmdet - INFO - Epoch [18][1700/7330] lr: 1.000e-04, eta: 2 days, 8:23:33, time: 1.480, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0284, loss_semantic_seg: 0.1766, s0.loss_cls: 0.1659, s0.acc: 94.0413, s0.loss_bbox: 0.0954, s0.loss_mask: 0.2024, s1.loss_cls: 0.0756, s1.acc: 94.4754, s1.loss_bbox: 0.1034, s1.loss_mask: 0.0949, s2.loss_cls: 0.0380, s2.acc: 94.4220, s2.loss_bbox: 0.0654, s2.loss_mask: 0.0446, loss: 1.1156 2022-06-07 02:54:48,332 - mmdet - INFO - Epoch [18][1750/7330] lr: 1.000e-04, eta: 2 days, 8:22:18, time: 1.443, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0271, loss_semantic_seg: 0.1684, s0.loss_cls: 0.1484, s0.acc: 94.5337, s0.loss_bbox: 0.0838, s0.loss_mask: 0.1933, s1.loss_cls: 0.0692, s1.acc: 94.9491, s1.loss_bbox: 0.0936, s1.loss_mask: 0.0914, s2.loss_cls: 0.0356, s2.acc: 94.7177, s2.loss_bbox: 0.0610, s2.loss_mask: 0.0431, loss: 1.0372 2022-06-07 02:56:02,310 - mmdet - INFO - Epoch [18][1800/7330] lr: 1.000e-04, eta: 2 days, 8:21:04, time: 1.480, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0276, loss_semantic_seg: 0.1670, s0.loss_cls: 0.1569, s0.acc: 94.2727, s0.loss_bbox: 0.0898, s0.loss_mask: 0.1923, s1.loss_cls: 0.0729, s1.acc: 94.5874, s1.loss_bbox: 0.0998, s1.loss_mask: 0.0911, s2.loss_cls: 0.0366, s2.acc: 94.5280, s2.loss_bbox: 0.0641, s2.loss_mask: 0.0427, loss: 1.0646 2022-06-07 02:57:16,655 - mmdet - INFO - Epoch [18][1850/7330] lr: 1.000e-04, eta: 2 days, 8:19:51, time: 1.487, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0234, loss_rpn_bbox: 0.0299, loss_semantic_seg: 0.1740, s0.loss_cls: 0.1617, s0.acc: 94.2339, s0.loss_bbox: 0.0904, s0.loss_mask: 0.1968, s1.loss_cls: 0.0738, s1.acc: 94.7487, s1.loss_bbox: 0.0992, s1.loss_mask: 0.0928, s2.loss_cls: 0.0377, s2.acc: 94.6151, s2.loss_bbox: 0.0639, s2.loss_mask: 0.0437, loss: 1.0874 2022-06-07 02:58:30,244 - mmdet - INFO - Epoch [18][1900/7330] lr: 1.000e-04, eta: 2 days, 8:18:37, time: 1.472, data_time: 0.021, memory: 64799, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0289, loss_semantic_seg: 0.1671, s0.loss_cls: 0.1593, s0.acc: 94.1008, s0.loss_bbox: 0.0935, s0.loss_mask: 0.1955, s1.loss_cls: 0.0726, s1.acc: 94.6490, s1.loss_bbox: 0.1005, s1.loss_mask: 0.0918, s2.loss_cls: 0.0375, s2.acc: 94.4518, s2.loss_bbox: 0.0646, s2.loss_mask: 0.0431, loss: 1.0785 2022-06-07 02:59:44,225 - mmdet - INFO - Epoch [18][1950/7330] lr: 1.000e-04, eta: 2 days, 8:17:23, time: 1.480, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0296, loss_semantic_seg: 0.1758, s0.loss_cls: 0.1578, s0.acc: 94.0913, s0.loss_bbox: 0.0949, s0.loss_mask: 0.2017, s1.loss_cls: 0.0730, s1.acc: 94.5022, s1.loss_bbox: 0.1069, s1.loss_mask: 0.0952, s2.loss_cls: 0.0373, s2.acc: 94.1922, s2.loss_bbox: 0.0679, s2.loss_mask: 0.0446, loss: 1.1063 2022-06-07 03:00:57,441 - mmdet - INFO - Epoch [18][2000/7330] lr: 1.000e-04, eta: 2 days, 8:16:09, time: 1.464, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0262, loss_semantic_seg: 0.1716, s0.loss_cls: 0.1642, s0.acc: 94.0144, s0.loss_bbox: 0.0910, s0.loss_mask: 0.1963, s1.loss_cls: 0.0774, s1.acc: 94.4755, s1.loss_bbox: 0.0997, s1.loss_mask: 0.0917, s2.loss_cls: 0.0390, s2.acc: 94.3284, s2.loss_bbox: 0.0634, s2.loss_mask: 0.0428, loss: 1.0857 2022-06-07 03:02:11,442 - mmdet - INFO - Epoch [18][2050/7330] lr: 1.000e-04, eta: 2 days, 8:14:56, time: 1.480, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0270, loss_semantic_seg: 0.1733, s0.loss_cls: 0.1586, s0.acc: 94.1594, s0.loss_bbox: 0.0869, s0.loss_mask: 0.1939, s1.loss_cls: 0.0735, s1.acc: 94.6226, s1.loss_bbox: 0.0962, s1.loss_mask: 0.0916, s2.loss_cls: 0.0375, s2.acc: 94.3888, s2.loss_bbox: 0.0627, s2.loss_mask: 0.0437, loss: 1.0670 2022-06-07 03:03:23,480 - mmdet - INFO - Epoch [18][2100/7330] lr: 1.000e-04, eta: 2 days, 8:13:40, time: 1.441, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0188, loss_rpn_bbox: 0.0262, loss_semantic_seg: 0.1790, s0.loss_cls: 0.1549, s0.acc: 94.2402, s0.loss_bbox: 0.0894, s0.loss_mask: 0.1938, s1.loss_cls: 0.0721, s1.acc: 94.6715, s1.loss_bbox: 0.0989, s1.loss_mask: 0.0913, s2.loss_cls: 0.0370, s2.acc: 94.3581, s2.loss_bbox: 0.0645, s2.loss_mask: 0.0435, loss: 1.0695 2022-06-07 03:04:35,841 - mmdet - INFO - Epoch [18][2150/7330] lr: 1.000e-04, eta: 2 days, 8:12:25, time: 1.447, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0272, loss_semantic_seg: 0.1764, s0.loss_cls: 0.1462, s0.acc: 94.5625, s0.loss_bbox: 0.0868, s0.loss_mask: 0.1929, s1.loss_cls: 0.0673, s1.acc: 94.9943, s1.loss_bbox: 0.0959, s1.loss_mask: 0.0910, s2.loss_cls: 0.0341, s2.acc: 94.9039, s2.loss_bbox: 0.0621, s2.loss_mask: 0.0428, loss: 1.0435 2022-06-07 03:05:48,277 - mmdet - INFO - Epoch [18][2200/7330] lr: 1.000e-04, eta: 2 days, 8:11:09, time: 1.449, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0276, loss_semantic_seg: 0.1767, s0.loss_cls: 0.1484, s0.acc: 94.5791, s0.loss_bbox: 0.0855, s0.loss_mask: 0.1907, s1.loss_cls: 0.0676, s1.acc: 95.0699, s1.loss_bbox: 0.0945, s1.loss_mask: 0.0902, s2.loss_cls: 0.0348, s2.acc: 94.8938, s2.loss_bbox: 0.0615, s2.loss_mask: 0.0428, loss: 1.0399 2022-06-07 03:07:02,713 - mmdet - INFO - Epoch [18][2250/7330] lr: 1.000e-04, eta: 2 days, 8:09:56, time: 1.489, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0285, loss_semantic_seg: 0.1679, s0.loss_cls: 0.1532, s0.acc: 94.3833, s0.loss_bbox: 0.0886, s0.loss_mask: 0.1969, s1.loss_cls: 0.0695, s1.acc: 94.8925, s1.loss_bbox: 0.0987, s1.loss_mask: 0.0930, s2.loss_cls: 0.0352, s2.acc: 94.7884, s2.loss_bbox: 0.0643, s2.loss_mask: 0.0441, loss: 1.0608 2022-06-07 03:08:15,246 - mmdet - INFO - Epoch [18][2300/7330] lr: 1.000e-04, eta: 2 days, 8:08:41, time: 1.450, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0238, loss_rpn_bbox: 0.0286, loss_semantic_seg: 0.1647, s0.loss_cls: 0.1516, s0.acc: 94.4963, s0.loss_bbox: 0.0906, s0.loss_mask: 0.1940, s1.loss_cls: 0.0699, s1.acc: 94.9256, s1.loss_bbox: 0.0972, s1.loss_mask: 0.0911, s2.loss_cls: 0.0354, s2.acc: 94.7155, s2.loss_bbox: 0.0608, s2.loss_mask: 0.0429, loss: 1.0506 2022-06-07 03:09:27,732 - mmdet - INFO - Epoch [18][2350/7330] lr: 1.000e-04, eta: 2 days, 8:07:26, time: 1.450, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0260, loss_semantic_seg: 0.1713, s0.loss_cls: 0.1412, s0.acc: 94.7219, s0.loss_bbox: 0.0850, s0.loss_mask: 0.1926, s1.loss_cls: 0.0649, s1.acc: 95.2129, s1.loss_bbox: 0.0957, s1.loss_mask: 0.0911, s2.loss_cls: 0.0333, s2.acc: 95.0410, s2.loss_bbox: 0.0612, s2.loss_mask: 0.0427, loss: 1.0249 2022-06-07 03:10:41,330 - mmdet - INFO - Epoch [18][2400/7330] lr: 1.000e-04, eta: 2 days, 8:06:12, time: 1.472, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0267, loss_semantic_seg: 0.1729, s0.loss_cls: 0.1608, s0.acc: 94.1482, s0.loss_bbox: 0.0906, s0.loss_mask: 0.1960, s1.loss_cls: 0.0748, s1.acc: 94.6504, s1.loss_bbox: 0.1017, s1.loss_mask: 0.0922, s2.loss_cls: 0.0380, s2.acc: 94.3565, s2.loss_bbox: 0.0659, s2.loss_mask: 0.0437, loss: 1.0842 2022-06-07 03:11:54,778 - mmdet - INFO - Epoch [18][2450/7330] lr: 1.000e-04, eta: 2 days, 8:04:58, time: 1.469, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0290, loss_semantic_seg: 0.1750, s0.loss_cls: 0.1639, s0.acc: 94.0037, s0.loss_bbox: 0.0927, s0.loss_mask: 0.1939, s1.loss_cls: 0.0774, s1.acc: 94.4319, s1.loss_bbox: 0.1011, s1.loss_mask: 0.0909, s2.loss_cls: 0.0388, s2.acc: 94.1793, s2.loss_bbox: 0.0647, s2.loss_mask: 0.0426, loss: 1.0954 2022-06-07 03:13:07,789 - mmdet - INFO - Epoch [18][2500/7330] lr: 1.000e-04, eta: 2 days, 8:03:43, time: 1.458, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0277, loss_semantic_seg: 0.1693, s0.loss_cls: 0.1589, s0.acc: 94.2649, s0.loss_bbox: 0.0880, s0.loss_mask: 0.1939, s1.loss_cls: 0.0733, s1.acc: 94.7355, s1.loss_bbox: 0.0983, s1.loss_mask: 0.0914, s2.loss_cls: 0.0377, s2.acc: 94.5367, s2.loss_bbox: 0.0629, s2.loss_mask: 0.0425, loss: 1.0646 2022-06-07 03:14:20,182 - mmdet - INFO - Epoch [18][2550/7330] lr: 1.000e-04, eta: 2 days, 8:02:28, time: 1.450, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0269, loss_semantic_seg: 0.1751, s0.loss_cls: 0.1515, s0.acc: 94.5173, s0.loss_bbox: 0.0868, s0.loss_mask: 0.1976, s1.loss_cls: 0.0689, s1.acc: 95.0001, s1.loss_bbox: 0.0981, s1.loss_mask: 0.0928, s2.loss_cls: 0.0353, s2.acc: 94.9499, s2.loss_bbox: 0.0644, s2.loss_mask: 0.0432, loss: 1.0607 2022-06-07 03:15:33,987 - mmdet - INFO - Epoch [18][2600/7330] lr: 1.000e-04, eta: 2 days, 8:01:14, time: 1.474, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0254, loss_semantic_seg: 0.1787, s0.loss_cls: 0.1526, s0.acc: 94.4875, s0.loss_bbox: 0.0902, s0.loss_mask: 0.1915, s1.loss_cls: 0.0701, s1.acc: 94.9952, s1.loss_bbox: 0.0992, s1.loss_mask: 0.0902, s2.loss_cls: 0.0355, s2.acc: 94.7573, s2.loss_bbox: 0.0653, s2.loss_mask: 0.0425, loss: 1.0625 2022-06-07 03:16:46,948 - mmdet - INFO - Epoch [18][2650/7330] lr: 1.000e-04, eta: 2 days, 7:59:59, time: 1.461, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0183, loss_rpn_bbox: 0.0269, loss_semantic_seg: 0.1742, s0.loss_cls: 0.1406, s0.acc: 94.8306, s0.loss_bbox: 0.0814, s0.loss_mask: 0.1855, s1.loss_cls: 0.0651, s1.acc: 95.3071, s1.loss_bbox: 0.0916, s1.loss_mask: 0.0875, s2.loss_cls: 0.0330, s2.acc: 95.1305, s2.loss_bbox: 0.0598, s2.loss_mask: 0.0412, loss: 1.0052 2022-06-07 03:17:59,577 - mmdet - INFO - Epoch [18][2700/7330] lr: 1.000e-04, eta: 2 days, 7:58:44, time: 1.453, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0233, loss_rpn_bbox: 0.0244, loss_semantic_seg: 0.1679, s0.loss_cls: 0.1453, s0.acc: 94.6394, s0.loss_bbox: 0.0863, s0.loss_mask: 0.1917, s1.loss_cls: 0.0669, s1.acc: 95.0562, s1.loss_bbox: 0.0968, s1.loss_mask: 0.0903, s2.loss_cls: 0.0342, s2.acc: 94.9382, s2.loss_bbox: 0.0639, s2.loss_mask: 0.0428, loss: 1.0339 2022-06-07 03:19:12,396 - mmdet - INFO - Epoch [18][2750/7330] lr: 1.000e-04, eta: 2 days, 7:57:30, time: 1.456, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0260, loss_semantic_seg: 0.1676, s0.loss_cls: 0.1502, s0.acc: 94.5039, s0.loss_bbox: 0.0862, s0.loss_mask: 0.1917, s1.loss_cls: 0.0688, s1.acc: 94.9542, s1.loss_bbox: 0.0954, s1.loss_mask: 0.0905, s2.loss_cls: 0.0354, s2.acc: 94.6985, s2.loss_bbox: 0.0619, s2.loss_mask: 0.0426, loss: 1.0363 2022-06-07 03:20:25,524 - mmdet - INFO - Epoch [18][2800/7330] lr: 1.000e-04, eta: 2 days, 7:56:15, time: 1.463, data_time: 0.022, memory: 64799, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0273, loss_semantic_seg: 0.1749, s0.loss_cls: 0.1573, s0.acc: 94.2810, s0.loss_bbox: 0.0915, s0.loss_mask: 0.1990, s1.loss_cls: 0.0721, s1.acc: 94.8543, s1.loss_bbox: 0.1017, s1.loss_mask: 0.0943, s2.loss_cls: 0.0369, s2.acc: 94.6204, s2.loss_bbox: 0.0654, s2.loss_mask: 0.0445, loss: 1.0859 2022-06-07 03:21:39,001 - mmdet - INFO - Epoch [18][2850/7330] lr: 1.000e-04, eta: 2 days, 7:55:01, time: 1.470, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0275, loss_semantic_seg: 0.1679, s0.loss_cls: 0.1510, s0.acc: 94.3433, s0.loss_bbox: 0.0881, s0.loss_mask: 0.1897, s1.loss_cls: 0.0698, s1.acc: 94.8004, s1.loss_bbox: 0.0959, s1.loss_mask: 0.0898, s2.loss_cls: 0.0353, s2.acc: 94.7222, s2.loss_bbox: 0.0608, s2.loss_mask: 0.0424, loss: 1.0400 2022-06-07 03:22:51,498 - mmdet - INFO - Epoch [18][2900/7330] lr: 1.000e-04, eta: 2 days, 7:53:46, time: 1.450, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0273, loss_semantic_seg: 0.1712, s0.loss_cls: 0.1486, s0.acc: 94.5813, s0.loss_bbox: 0.0856, s0.loss_mask: 0.1983, s1.loss_cls: 0.0683, s1.acc: 95.0164, s1.loss_bbox: 0.0937, s1.loss_mask: 0.0940, s2.loss_cls: 0.0345, s2.acc: 94.8922, s2.loss_bbox: 0.0607, s2.loss_mask: 0.0444, loss: 1.0465 2022-06-07 03:24:03,675 - mmdet - INFO - Epoch [18][2950/7330] lr: 1.000e-04, eta: 2 days, 7:52:30, time: 1.444, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0182, loss_rpn_bbox: 0.0250, loss_semantic_seg: 0.1708, s0.loss_cls: 0.1475, s0.acc: 94.4883, s0.loss_bbox: 0.0894, s0.loss_mask: 0.1985, s1.loss_cls: 0.0672, s1.acc: 94.9555, s1.loss_bbox: 0.0988, s1.loss_mask: 0.0938, s2.loss_cls: 0.0342, s2.acc: 94.8068, s2.loss_bbox: 0.0629, s2.loss_mask: 0.0440, loss: 1.0503 2022-06-07 03:25:17,155 - mmdet - INFO - Epoch [18][3000/7330] lr: 1.000e-04, eta: 2 days, 7:51:16, time: 1.470, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0262, loss_semantic_seg: 0.1753, s0.loss_cls: 0.1575, s0.acc: 94.1958, s0.loss_bbox: 0.0939, s0.loss_mask: 0.1933, s1.loss_cls: 0.0727, s1.acc: 94.6463, s1.loss_bbox: 0.0999, s1.loss_mask: 0.0901, s2.loss_cls: 0.0361, s2.acc: 94.5535, s2.loss_bbox: 0.0632, s2.loss_mask: 0.0425, loss: 1.0713 2022-06-07 03:26:30,198 - mmdet - INFO - Epoch [18][3050/7330] lr: 1.000e-04, eta: 2 days, 7:50:02, time: 1.460, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0191, loss_rpn_bbox: 0.0258, loss_semantic_seg: 0.1718, s0.loss_cls: 0.1484, s0.acc: 94.5681, s0.loss_bbox: 0.0858, s0.loss_mask: 0.1896, s1.loss_cls: 0.0687, s1.acc: 94.9708, s1.loss_bbox: 0.0934, s1.loss_mask: 0.0886, s2.loss_cls: 0.0351, s2.acc: 94.6957, s2.loss_bbox: 0.0595, s2.loss_mask: 0.0416, loss: 1.0273 2022-06-07 03:27:42,916 - mmdet - INFO - Epoch [18][3100/7330] lr: 1.000e-04, eta: 2 days, 7:48:47, time: 1.455, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0270, loss_semantic_seg: 0.1707, s0.loss_cls: 0.1535, s0.acc: 94.3691, s0.loss_bbox: 0.0897, s0.loss_mask: 0.1905, s1.loss_cls: 0.0715, s1.acc: 94.7784, s1.loss_bbox: 0.1014, s1.loss_mask: 0.0907, s2.loss_cls: 0.0363, s2.acc: 94.5813, s2.loss_bbox: 0.0658, s2.loss_mask: 0.0431, loss: 1.0610 2022-06-07 03:28:55,389 - mmdet - INFO - Epoch [18][3150/7330] lr: 1.000e-04, eta: 2 days, 7:47:32, time: 1.450, data_time: 0.020, memory: 64799, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0271, loss_semantic_seg: 0.1847, s0.loss_cls: 0.1611, s0.acc: 94.1726, s0.loss_bbox: 0.0893, s0.loss_mask: 0.1923, s1.loss_cls: 0.0741, s1.acc: 94.5883, s1.loss_bbox: 0.0964, s1.loss_mask: 0.0903, s2.loss_cls: 0.0374, s2.acc: 94.4307, s2.loss_bbox: 0.0619, s2.loss_mask: 0.0425, loss: 1.0784 2022-06-07 03:30:08,630 - mmdet - INFO - Epoch [18][3200/7330] lr: 1.000e-04, eta: 2 days, 7:46:17, time: 1.465, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0244, loss_rpn_bbox: 0.0268, loss_semantic_seg: 0.1720, s0.loss_cls: 0.1642, s0.acc: 93.9158, s0.loss_bbox: 0.0923, s0.loss_mask: 0.1989, s1.loss_cls: 0.0758, s1.acc: 94.4962, s1.loss_bbox: 0.1003, s1.loss_mask: 0.0935, s2.loss_cls: 0.0376, s2.acc: 94.4222, s2.loss_bbox: 0.0651, s2.loss_mask: 0.0443, loss: 1.0951 2022-06-07 03:31:21,146 - mmdet - INFO - Epoch [18][3250/7330] lr: 1.000e-04, eta: 2 days, 7:45:02, time: 1.450, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0264, loss_semantic_seg: 0.1717, s0.loss_cls: 0.1603, s0.acc: 94.2698, s0.loss_bbox: 0.0889, s0.loss_mask: 0.1860, s1.loss_cls: 0.0739, s1.acc: 94.7178, s1.loss_bbox: 0.0968, s1.loss_mask: 0.0876, s2.loss_cls: 0.0368, s2.acc: 94.5933, s2.loss_bbox: 0.0623, s2.loss_mask: 0.0413, loss: 1.0535 2022-06-07 03:32:33,918 - mmdet - INFO - Epoch [18][3300/7330] lr: 1.000e-04, eta: 2 days, 7:43:47, time: 1.455, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0277, loss_semantic_seg: 0.1735, s0.loss_cls: 0.1577, s0.acc: 94.2197, s0.loss_bbox: 0.0902, s0.loss_mask: 0.1982, s1.loss_cls: 0.0732, s1.acc: 94.6661, s1.loss_bbox: 0.1006, s1.loss_mask: 0.0929, s2.loss_cls: 0.0371, s2.acc: 94.5070, s2.loss_bbox: 0.0658, s2.loss_mask: 0.0436, loss: 1.0812 2022-06-07 03:33:46,668 - mmdet - INFO - Epoch [18][3350/7330] lr: 1.000e-04, eta: 2 days, 7:42:32, time: 1.455, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0177, loss_rpn_bbox: 0.0250, loss_semantic_seg: 0.1812, s0.loss_cls: 0.1501, s0.acc: 94.4897, s0.loss_bbox: 0.0870, s0.loss_mask: 0.1918, s1.loss_cls: 0.0706, s1.acc: 94.8016, s1.loss_bbox: 0.0964, s1.loss_mask: 0.0903, s2.loss_cls: 0.0363, s2.acc: 94.5398, s2.loss_bbox: 0.0612, s2.loss_mask: 0.0424, loss: 1.0500 2022-06-07 03:35:00,360 - mmdet - INFO - Epoch [18][3400/7330] lr: 1.000e-04, eta: 2 days, 7:41:19, time: 1.474, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0266, loss_semantic_seg: 0.1721, s0.loss_cls: 0.1586, s0.acc: 94.1387, s0.loss_bbox: 0.0911, s0.loss_mask: 0.1936, s1.loss_cls: 0.0730, s1.acc: 94.6144, s1.loss_bbox: 0.1012, s1.loss_mask: 0.0920, s2.loss_cls: 0.0372, s2.acc: 94.3440, s2.loss_bbox: 0.0649, s2.loss_mask: 0.0434, loss: 1.0743 2022-06-07 03:36:14,439 - mmdet - INFO - Epoch [18][3450/7330] lr: 1.000e-04, eta: 2 days, 7:40:05, time: 1.482, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0264, loss_semantic_seg: 0.1766, s0.loss_cls: 0.1606, s0.acc: 94.1284, s0.loss_bbox: 0.0879, s0.loss_mask: 0.1879, s1.loss_cls: 0.0737, s1.acc: 94.6134, s1.loss_bbox: 0.0977, s1.loss_mask: 0.0885, s2.loss_cls: 0.0369, s2.acc: 94.4907, s2.loss_bbox: 0.0643, s2.loss_mask: 0.0418, loss: 1.0645 2022-06-07 03:37:26,931 - mmdet - INFO - Epoch [18][3500/7330] lr: 1.000e-04, eta: 2 days, 7:38:50, time: 1.450, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0280, loss_semantic_seg: 0.1707, s0.loss_cls: 0.1572, s0.acc: 94.2117, s0.loss_bbox: 0.0904, s0.loss_mask: 0.1935, s1.loss_cls: 0.0721, s1.acc: 94.7033, s1.loss_bbox: 0.1008, s1.loss_mask: 0.0917, s2.loss_cls: 0.0374, s2.acc: 94.3765, s2.loss_bbox: 0.0650, s2.loss_mask: 0.0436, loss: 1.0718 2022-06-07 03:38:40,026 - mmdet - INFO - Epoch [18][3550/7330] lr: 1.000e-04, eta: 2 days, 7:37:36, time: 1.462, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0255, loss_semantic_seg: 0.1750, s0.loss_cls: 0.1523, s0.acc: 94.5247, s0.loss_bbox: 0.0825, s0.loss_mask: 0.1887, s1.loss_cls: 0.0689, s1.acc: 95.0313, s1.loss_bbox: 0.0917, s1.loss_mask: 0.0888, s2.loss_cls: 0.0349, s2.acc: 94.9395, s2.loss_bbox: 0.0592, s2.loss_mask: 0.0414, loss: 1.0302 2022-06-07 03:39:54,354 - mmdet - INFO - Epoch [18][3600/7330] lr: 1.000e-04, eta: 2 days, 7:36:22, time: 1.487, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0269, loss_semantic_seg: 0.1694, s0.loss_cls: 0.1577, s0.acc: 94.2097, s0.loss_bbox: 0.0909, s0.loss_mask: 0.1942, s1.loss_cls: 0.0731, s1.acc: 94.5893, s1.loss_bbox: 0.1001, s1.loss_mask: 0.0912, s2.loss_cls: 0.0369, s2.acc: 94.4363, s2.loss_bbox: 0.0641, s2.loss_mask: 0.0433, loss: 1.0688 2022-06-07 03:41:07,978 - mmdet - INFO - Epoch [18][3650/7330] lr: 1.000e-04, eta: 2 days, 7:35:08, time: 1.472, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0265, loss_semantic_seg: 0.1732, s0.loss_cls: 0.1634, s0.acc: 94.1790, s0.loss_bbox: 0.0875, s0.loss_mask: 0.1932, s1.loss_cls: 0.0757, s1.acc: 94.5870, s1.loss_bbox: 0.0962, s1.loss_mask: 0.0907, s2.loss_cls: 0.0385, s2.acc: 94.5151, s2.loss_bbox: 0.0625, s2.loss_mask: 0.0428, loss: 1.0708 2022-06-07 03:42:21,103 - mmdet - INFO - Epoch [18][3700/7330] lr: 1.000e-04, eta: 2 days, 7:33:54, time: 1.463, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0186, loss_rpn_bbox: 0.0255, loss_semantic_seg: 0.1673, s0.loss_cls: 0.1585, s0.acc: 94.1602, s0.loss_bbox: 0.0878, s0.loss_mask: 0.1897, s1.loss_cls: 0.0721, s1.acc: 94.7634, s1.loss_bbox: 0.0981, s1.loss_mask: 0.0897, s2.loss_cls: 0.0367, s2.acc: 94.5729, s2.loss_bbox: 0.0647, s2.loss_mask: 0.0424, loss: 1.0510 2022-06-07 03:43:34,405 - mmdet - INFO - Epoch [18][3750/7330] lr: 1.000e-04, eta: 2 days, 7:32:40, time: 1.466, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0272, loss_semantic_seg: 0.1766, s0.loss_cls: 0.1609, s0.acc: 94.1289, s0.loss_bbox: 0.0876, s0.loss_mask: 0.1913, s1.loss_cls: 0.0744, s1.acc: 94.5148, s1.loss_bbox: 0.0984, s1.loss_mask: 0.0909, s2.loss_cls: 0.0380, s2.acc: 94.2862, s2.loss_bbox: 0.0649, s2.loss_mask: 0.0431, loss: 1.0734 2022-06-07 03:44:47,956 - mmdet - INFO - Epoch [18][3800/7330] lr: 1.000e-04, eta: 2 days, 7:31:26, time: 1.471, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0191, loss_rpn_bbox: 0.0271, loss_semantic_seg: 0.1804, s0.loss_cls: 0.1657, s0.acc: 93.9319, s0.loss_bbox: 0.0962, s0.loss_mask: 0.1968, s1.loss_cls: 0.0773, s1.acc: 94.3097, s1.loss_bbox: 0.1051, s1.loss_mask: 0.0924, s2.loss_cls: 0.0392, s2.acc: 94.1438, s2.loss_bbox: 0.0659, s2.loss_mask: 0.0436, loss: 1.1088 2022-06-07 03:46:00,481 - mmdet - INFO - Epoch [18][3850/7330] lr: 1.000e-04, eta: 2 days, 7:30:11, time: 1.451, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0264, loss_semantic_seg: 0.1755, s0.loss_cls: 0.1631, s0.acc: 94.0483, s0.loss_bbox: 0.0916, s0.loss_mask: 0.1880, s1.loss_cls: 0.0755, s1.acc: 94.5198, s1.loss_bbox: 0.1029, s1.loss_mask: 0.0887, s2.loss_cls: 0.0385, s2.acc: 94.3543, s2.loss_bbox: 0.0664, s2.loss_mask: 0.0416, loss: 1.0780 2022-06-07 03:47:11,523 - mmdet - INFO - Epoch [18][3900/7330] lr: 1.000e-04, eta: 2 days, 7:28:54, time: 1.421, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0266, loss_semantic_seg: 0.1818, s0.loss_cls: 0.1582, s0.acc: 94.2849, s0.loss_bbox: 0.0896, s0.loss_mask: 0.1942, s1.loss_cls: 0.0725, s1.acc: 94.7595, s1.loss_bbox: 0.0981, s1.loss_mask: 0.0903, s2.loss_cls: 0.0364, s2.acc: 94.6443, s2.loss_bbox: 0.0623, s2.loss_mask: 0.0425, loss: 1.0738 2022-06-07 03:48:24,627 - mmdet - INFO - Epoch [18][3950/7330] lr: 1.000e-04, eta: 2 days, 7:27:39, time: 1.462, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0284, loss_semantic_seg: 0.1800, s0.loss_cls: 0.1616, s0.acc: 94.0513, s0.loss_bbox: 0.0938, s0.loss_mask: 0.1967, s1.loss_cls: 0.0736, s1.acc: 94.5858, s1.loss_bbox: 0.1044, s1.loss_mask: 0.0923, s2.loss_cls: 0.0371, s2.acc: 94.3761, s2.loss_bbox: 0.0674, s2.loss_mask: 0.0437, loss: 1.0999 2022-06-07 03:49:37,713 - mmdet - INFO - Epoch [18][4000/7330] lr: 1.000e-04, eta: 2 days, 7:26:25, time: 1.462, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0266, loss_semantic_seg: 0.1688, s0.loss_cls: 0.1544, s0.acc: 94.3750, s0.loss_bbox: 0.0889, s0.loss_mask: 0.1898, s1.loss_cls: 0.0713, s1.acc: 94.7409, s1.loss_bbox: 0.0983, s1.loss_mask: 0.0895, s2.loss_cls: 0.0368, s2.acc: 94.5903, s2.loss_bbox: 0.0640, s2.loss_mask: 0.0424, loss: 1.0509 2022-06-07 03:50:51,570 - mmdet - INFO - Epoch [18][4050/7330] lr: 1.000e-04, eta: 2 days, 7:25:11, time: 1.476, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0265, loss_semantic_seg: 0.1708, s0.loss_cls: 0.1511, s0.acc: 94.5046, s0.loss_bbox: 0.0857, s0.loss_mask: 0.1848, s1.loss_cls: 0.0702, s1.acc: 94.9812, s1.loss_bbox: 0.0947, s1.loss_mask: 0.0864, s2.loss_cls: 0.0357, s2.acc: 94.8486, s2.loss_bbox: 0.0614, s2.loss_mask: 0.0405, loss: 1.0280 2022-06-07 03:52:05,731 - mmdet - INFO - Epoch [18][4100/7330] lr: 1.000e-04, eta: 2 days, 7:23:58, time: 1.484, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0238, loss_rpn_bbox: 0.0294, loss_semantic_seg: 0.1724, s0.loss_cls: 0.1632, s0.acc: 94.0205, s0.loss_bbox: 0.0925, s0.loss_mask: 0.1961, s1.loss_cls: 0.0763, s1.acc: 94.3999, s1.loss_bbox: 0.1018, s1.loss_mask: 0.0920, s2.loss_cls: 0.0392, s2.acc: 94.0660, s2.loss_bbox: 0.0664, s2.loss_mask: 0.0434, loss: 1.0963 2022-06-07 03:53:18,088 - mmdet - INFO - Epoch [18][4150/7330] lr: 1.000e-04, eta: 2 days, 7:22:43, time: 1.447, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0260, loss_semantic_seg: 0.1711, s0.loss_cls: 0.1604, s0.acc: 94.1565, s0.loss_bbox: 0.0938, s0.loss_mask: 0.1960, s1.loss_cls: 0.0732, s1.acc: 94.6455, s1.loss_bbox: 0.1034, s1.loss_mask: 0.0926, s2.loss_cls: 0.0375, s2.acc: 94.4030, s2.loss_bbox: 0.0671, s2.loss_mask: 0.0440, loss: 1.0857 2022-06-07 03:54:30,798 - mmdet - INFO - Epoch [18][4200/7330] lr: 1.000e-04, eta: 2 days, 7:21:28, time: 1.454, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0266, loss_semantic_seg: 0.1700, s0.loss_cls: 0.1592, s0.acc: 94.1638, s0.loss_bbox: 0.0916, s0.loss_mask: 0.1974, s1.loss_cls: 0.0732, s1.acc: 94.6110, s1.loss_bbox: 0.0976, s1.loss_mask: 0.0921, s2.loss_cls: 0.0375, s2.acc: 94.3427, s2.loss_bbox: 0.0625, s2.loss_mask: 0.0438, loss: 1.0726 2022-06-07 03:55:43,231 - mmdet - INFO - Epoch [18][4250/7330] lr: 1.000e-04, eta: 2 days, 7:20:13, time: 1.449, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0260, loss_semantic_seg: 0.1741, s0.loss_cls: 0.1540, s0.acc: 94.3960, s0.loss_bbox: 0.0858, s0.loss_mask: 0.1937, s1.loss_cls: 0.0732, s1.acc: 94.7277, s1.loss_bbox: 0.0970, s1.loss_mask: 0.0908, s2.loss_cls: 0.0375, s2.acc: 94.5012, s2.loss_bbox: 0.0639, s2.loss_mask: 0.0430, loss: 1.0598 2022-06-07 03:56:57,353 - mmdet - INFO - Epoch [18][4300/7330] lr: 1.000e-04, eta: 2 days, 7:18:59, time: 1.483, data_time: 0.020, memory: 64799, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0264, loss_semantic_seg: 0.1744, s0.loss_cls: 0.1647, s0.acc: 94.0759, s0.loss_bbox: 0.0905, s0.loss_mask: 0.1935, s1.loss_cls: 0.0775, s1.acc: 94.5082, s1.loss_bbox: 0.1016, s1.loss_mask: 0.0910, s2.loss_cls: 0.0394, s2.acc: 94.2207, s2.loss_bbox: 0.0664, s2.loss_mask: 0.0431, loss: 1.0906 2022-06-07 03:58:11,107 - mmdet - INFO - Epoch [18][4350/7330] lr: 1.000e-04, eta: 2 days, 7:17:45, time: 1.475, data_time: 0.012, memory: 64799, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0284, loss_semantic_seg: 0.1854, s0.loss_cls: 0.1697, s0.acc: 93.6870, s0.loss_bbox: 0.0954, s0.loss_mask: 0.1972, s1.loss_cls: 0.0783, s1.acc: 94.2014, s1.loss_bbox: 0.1025, s1.loss_mask: 0.0921, s2.loss_cls: 0.0396, s2.acc: 94.0156, s2.loss_bbox: 0.0647, s2.loss_mask: 0.0432, loss: 1.1173 2022-06-07 03:59:24,126 - mmdet - INFO - Epoch [18][4400/7330] lr: 1.000e-04, eta: 2 days, 7:16:31, time: 1.460, data_time: 0.022, memory: 64799, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0271, loss_semantic_seg: 0.1820, s0.loss_cls: 0.1546, s0.acc: 94.3774, s0.loss_bbox: 0.0873, s0.loss_mask: 0.1902, s1.loss_cls: 0.0714, s1.acc: 94.8500, s1.loss_bbox: 0.0960, s1.loss_mask: 0.0901, s2.loss_cls: 0.0366, s2.acc: 94.5739, s2.loss_bbox: 0.0609, s2.loss_mask: 0.0423, loss: 1.0592 2022-06-07 04:00:38,225 - mmdet - INFO - Epoch [18][4450/7330] lr: 1.000e-04, eta: 2 days, 7:15:17, time: 1.483, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0187, loss_rpn_bbox: 0.0267, loss_semantic_seg: 0.1730, s0.loss_cls: 0.1641, s0.acc: 94.0471, s0.loss_bbox: 0.0941, s0.loss_mask: 0.1962, s1.loss_cls: 0.0760, s1.acc: 94.5384, s1.loss_bbox: 0.1022, s1.loss_mask: 0.0917, s2.loss_cls: 0.0386, s2.acc: 94.2188, s2.loss_bbox: 0.0653, s2.loss_mask: 0.0433, loss: 1.0898 2022-06-07 04:01:51,446 - mmdet - INFO - Epoch [18][4500/7330] lr: 1.000e-04, eta: 2 days, 7:14:03, time: 1.464, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0265, loss_semantic_seg: 0.1673, s0.loss_cls: 0.1617, s0.acc: 93.9951, s0.loss_bbox: 0.0915, s0.loss_mask: 0.1944, s1.loss_cls: 0.0744, s1.acc: 94.5036, s1.loss_bbox: 0.1027, s1.loss_mask: 0.0913, s2.loss_cls: 0.0384, s2.acc: 94.2527, s2.loss_bbox: 0.0662, s2.loss_mask: 0.0432, loss: 1.0786 2022-06-07 04:03:04,621 - mmdet - INFO - Epoch [18][4550/7330] lr: 1.000e-04, eta: 2 days, 7:12:49, time: 1.464, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0276, loss_semantic_seg: 0.1770, s0.loss_cls: 0.1667, s0.acc: 93.8386, s0.loss_bbox: 0.0944, s0.loss_mask: 0.2004, s1.loss_cls: 0.0763, s1.acc: 94.3409, s1.loss_bbox: 0.1080, s1.loss_mask: 0.0948, s2.loss_cls: 0.0394, s2.acc: 94.1058, s2.loss_bbox: 0.0693, s2.loss_mask: 0.0449, loss: 1.1189 2022-06-07 04:04:18,655 - mmdet - INFO - Epoch [18][4600/7330] lr: 1.000e-04, eta: 2 days, 7:11:35, time: 1.481, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0274, loss_semantic_seg: 0.1741, s0.loss_cls: 0.1573, s0.acc: 94.3579, s0.loss_bbox: 0.0874, s0.loss_mask: 0.1896, s1.loss_cls: 0.0715, s1.acc: 94.9643, s1.loss_bbox: 0.0971, s1.loss_mask: 0.0898, s2.loss_cls: 0.0364, s2.acc: 94.7427, s2.loss_bbox: 0.0628, s2.loss_mask: 0.0424, loss: 1.0569 2022-06-07 04:05:32,016 - mmdet - INFO - Epoch [18][4650/7330] lr: 1.000e-04, eta: 2 days, 7:10:21, time: 1.467, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0249, loss_rpn_bbox: 0.0297, loss_semantic_seg: 0.1679, s0.loss_cls: 0.1662, s0.acc: 93.9773, s0.loss_bbox: 0.0963, s0.loss_mask: 0.1900, s1.loss_cls: 0.0770, s1.acc: 94.4284, s1.loss_bbox: 0.1034, s1.loss_mask: 0.0888, s2.loss_cls: 0.0388, s2.acc: 94.2140, s2.loss_bbox: 0.0659, s2.loss_mask: 0.0418, loss: 1.0906 2022-06-07 04:06:44,501 - mmdet - INFO - Epoch [18][4700/7330] lr: 1.000e-04, eta: 2 days, 7:09:06, time: 1.450, data_time: 0.020, memory: 64799, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0269, loss_semantic_seg: 0.1786, s0.loss_cls: 0.1667, s0.acc: 93.9661, s0.loss_bbox: 0.0920, s0.loss_mask: 0.1964, s1.loss_cls: 0.0791, s1.acc: 94.2672, s1.loss_bbox: 0.1025, s1.loss_mask: 0.0928, s2.loss_cls: 0.0399, s2.acc: 94.0819, s2.loss_bbox: 0.0657, s2.loss_mask: 0.0439, loss: 1.1055 2022-06-07 04:07:57,409 - mmdet - INFO - Epoch [18][4750/7330] lr: 1.000e-04, eta: 2 days, 7:07:51, time: 1.458, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0267, loss_semantic_seg: 0.1706, s0.loss_cls: 0.1606, s0.acc: 94.2424, s0.loss_bbox: 0.0870, s0.loss_mask: 0.1924, s1.loss_cls: 0.0754, s1.acc: 94.6344, s1.loss_bbox: 0.0967, s1.loss_mask: 0.0906, s2.loss_cls: 0.0381, s2.acc: 94.3897, s2.loss_bbox: 0.0624, s2.loss_mask: 0.0430, loss: 1.0649 2022-06-07 04:09:11,337 - mmdet - INFO - Epoch [18][4800/7330] lr: 1.000e-04, eta: 2 days, 7:06:37, time: 1.477, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0276, loss_semantic_seg: 0.1745, s0.loss_cls: 0.1545, s0.acc: 94.3596, s0.loss_bbox: 0.0914, s0.loss_mask: 0.1969, s1.loss_cls: 0.0723, s1.acc: 94.8355, s1.loss_bbox: 0.1004, s1.loss_mask: 0.0924, s2.loss_cls: 0.0373, s2.acc: 94.5435, s2.loss_bbox: 0.0638, s2.loss_mask: 0.0433, loss: 1.0753 2022-06-07 04:10:24,411 - mmdet - INFO - Epoch [18][4850/7330] lr: 1.000e-04, eta: 2 days, 7:05:23, time: 1.463, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0285, loss_semantic_seg: 0.1760, s0.loss_cls: 0.1568, s0.acc: 94.3354, s0.loss_bbox: 0.0912, s0.loss_mask: 0.1922, s1.loss_cls: 0.0726, s1.acc: 94.8008, s1.loss_bbox: 0.1002, s1.loss_mask: 0.0904, s2.loss_cls: 0.0364, s2.acc: 94.6079, s2.loss_bbox: 0.0632, s2.loss_mask: 0.0430, loss: 1.0716 2022-06-07 04:11:38,441 - mmdet - INFO - Epoch [18][4900/7330] lr: 1.000e-04, eta: 2 days, 7:04:10, time: 1.481, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0277, loss_semantic_seg: 0.1742, s0.loss_cls: 0.1595, s0.acc: 94.1780, s0.loss_bbox: 0.0887, s0.loss_mask: 0.1919, s1.loss_cls: 0.0742, s1.acc: 94.6094, s1.loss_bbox: 0.0963, s1.loss_mask: 0.0905, s2.loss_cls: 0.0374, s2.acc: 94.3907, s2.loss_bbox: 0.0615, s2.loss_mask: 0.0427, loss: 1.0664 2022-06-07 04:12:51,588 - mmdet - INFO - Epoch [18][4950/7330] lr: 1.000e-04, eta: 2 days, 7:02:55, time: 1.463, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0290, loss_semantic_seg: 0.1734, s0.loss_cls: 0.1655, s0.acc: 94.0142, s0.loss_bbox: 0.0919, s0.loss_mask: 0.1947, s1.loss_cls: 0.0766, s1.acc: 94.4813, s1.loss_bbox: 0.1013, s1.loss_mask: 0.0918, s2.loss_cls: 0.0385, s2.acc: 94.3521, s2.loss_bbox: 0.0655, s2.loss_mask: 0.0435, loss: 1.0952 2022-06-07 04:14:04,195 - mmdet - INFO - Epoch [18][5000/7330] lr: 1.000e-04, eta: 2 days, 7:01:40, time: 1.452, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0193, loss_rpn_bbox: 0.0245, loss_semantic_seg: 0.1672, s0.loss_cls: 0.1500, s0.acc: 94.6265, s0.loss_bbox: 0.0843, s0.loss_mask: 0.1874, s1.loss_cls: 0.0689, s1.acc: 95.1745, s1.loss_bbox: 0.0926, s1.loss_mask: 0.0889, s2.loss_cls: 0.0360, s2.acc: 94.8190, s2.loss_bbox: 0.0602, s2.loss_mask: 0.0420, loss: 1.0213 2022-06-07 04:15:17,665 - mmdet - INFO - Epoch [18][5050/7330] lr: 1.000e-04, eta: 2 days, 7:00:26, time: 1.469, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0189, loss_rpn_bbox: 0.0269, loss_semantic_seg: 0.1673, s0.loss_cls: 0.1649, s0.acc: 93.9370, s0.loss_bbox: 0.0942, s0.loss_mask: 0.1964, s1.loss_cls: 0.0759, s1.acc: 94.5026, s1.loss_bbox: 0.1029, s1.loss_mask: 0.0929, s2.loss_cls: 0.0386, s2.acc: 94.3065, s2.loss_bbox: 0.0661, s2.loss_mask: 0.0439, loss: 1.0889 2022-06-07 04:16:30,952 - mmdet - INFO - Epoch [18][5100/7330] lr: 1.000e-04, eta: 2 days, 6:59:12, time: 1.466, data_time: 0.021, memory: 64799, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0268, loss_semantic_seg: 0.1747, s0.loss_cls: 0.1524, s0.acc: 94.3921, s0.loss_bbox: 0.0893, s0.loss_mask: 0.1910, s1.loss_cls: 0.0700, s1.acc: 94.8983, s1.loss_bbox: 0.0999, s1.loss_mask: 0.0903, s2.loss_cls: 0.0362, s2.acc: 94.6324, s2.loss_bbox: 0.0642, s2.loss_mask: 0.0426, loss: 1.0572 2022-06-07 04:17:44,076 - mmdet - INFO - Epoch [18][5150/7330] lr: 1.000e-04, eta: 2 days, 6:57:57, time: 1.462, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0293, loss_semantic_seg: 0.1719, s0.loss_cls: 0.1678, s0.acc: 93.8721, s0.loss_bbox: 0.0936, s0.loss_mask: 0.1947, s1.loss_cls: 0.0779, s1.acc: 94.2661, s1.loss_bbox: 0.1019, s1.loss_mask: 0.0913, s2.loss_cls: 0.0393, s2.acc: 94.0457, s2.loss_bbox: 0.0660, s2.loss_mask: 0.0428, loss: 1.0994 2022-06-07 04:18:56,480 - mmdet - INFO - Epoch [18][5200/7330] lr: 1.000e-04, eta: 2 days, 6:56:42, time: 1.448, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0270, loss_semantic_seg: 0.1723, s0.loss_cls: 0.1541, s0.acc: 94.4314, s0.loss_bbox: 0.0910, s0.loss_mask: 0.1945, s1.loss_cls: 0.0710, s1.acc: 94.9206, s1.loss_bbox: 0.0990, s1.loss_mask: 0.0917, s2.loss_cls: 0.0357, s2.acc: 94.7929, s2.loss_bbox: 0.0638, s2.loss_mask: 0.0434, loss: 1.0630 2022-06-07 04:20:09,343 - mmdet - INFO - Epoch [18][5250/7330] lr: 1.000e-04, eta: 2 days, 6:55:27, time: 1.457, data_time: 0.023, memory: 64799, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0281, loss_semantic_seg: 0.1756, s0.loss_cls: 0.1547, s0.acc: 94.3594, s0.loss_bbox: 0.0862, s0.loss_mask: 0.1956, s1.loss_cls: 0.0714, s1.acc: 94.7909, s1.loss_bbox: 0.0963, s1.loss_mask: 0.0927, s2.loss_cls: 0.0369, s2.acc: 94.5528, s2.loss_bbox: 0.0627, s2.loss_mask: 0.0440, loss: 1.0659 2022-06-07 04:21:21,474 - mmdet - INFO - Epoch [18][5300/7330] lr: 1.000e-04, eta: 2 days, 6:54:12, time: 1.443, data_time: 0.023, memory: 64799, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0259, loss_semantic_seg: 0.1670, s0.loss_cls: 0.1583, s0.acc: 94.2300, s0.loss_bbox: 0.0904, s0.loss_mask: 0.1943, s1.loss_cls: 0.0730, s1.acc: 94.6616, s1.loss_bbox: 0.0986, s1.loss_mask: 0.0917, s2.loss_cls: 0.0369, s2.acc: 94.4112, s2.loss_bbox: 0.0642, s2.loss_mask: 0.0433, loss: 1.0678 2022-06-07 04:22:34,964 - mmdet - INFO - Epoch [18][5350/7330] lr: 1.000e-04, eta: 2 days, 6:52:58, time: 1.470, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0271, loss_semantic_seg: 0.1724, s0.loss_cls: 0.1556, s0.acc: 94.2429, s0.loss_bbox: 0.0902, s0.loss_mask: 0.1974, s1.loss_cls: 0.0721, s1.acc: 94.6811, s1.loss_bbox: 0.0995, s1.loss_mask: 0.0926, s2.loss_cls: 0.0362, s2.acc: 94.5160, s2.loss_bbox: 0.0638, s2.loss_mask: 0.0438, loss: 1.0729 2022-06-07 04:23:48,064 - mmdet - INFO - Epoch [18][5400/7330] lr: 1.000e-04, eta: 2 days, 6:51:44, time: 1.462, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0270, loss_semantic_seg: 0.1832, s0.loss_cls: 0.1603, s0.acc: 94.1597, s0.loss_bbox: 0.0913, s0.loss_mask: 0.1952, s1.loss_cls: 0.0745, s1.acc: 94.6427, s1.loss_bbox: 0.1002, s1.loss_mask: 0.0919, s2.loss_cls: 0.0376, s2.acc: 94.4777, s2.loss_bbox: 0.0642, s2.loss_mask: 0.0433, loss: 1.0905 2022-06-07 04:25:01,600 - mmdet - INFO - Epoch [18][5450/7330] lr: 1.000e-04, eta: 2 days, 6:50:29, time: 1.471, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0277, loss_semantic_seg: 0.1839, s0.loss_cls: 0.1568, s0.acc: 94.2014, s0.loss_bbox: 0.0916, s0.loss_mask: 0.1986, s1.loss_cls: 0.0727, s1.acc: 94.6680, s1.loss_bbox: 0.1011, s1.loss_mask: 0.0934, s2.loss_cls: 0.0368, s2.acc: 94.4835, s2.loss_bbox: 0.0660, s2.loss_mask: 0.0438, loss: 1.0931 2022-06-07 04:26:14,270 - mmdet - INFO - Epoch [18][5500/7330] lr: 1.000e-04, eta: 2 days, 6:49:15, time: 1.453, data_time: 0.024, memory: 64799, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0278, loss_semantic_seg: 0.1772, s0.loss_cls: 0.1611, s0.acc: 94.1606, s0.loss_bbox: 0.0957, s0.loss_mask: 0.1999, s1.loss_cls: 0.0748, s1.acc: 94.6497, s1.loss_bbox: 0.1025, s1.loss_mask: 0.0939, s2.loss_cls: 0.0381, s2.acc: 94.4346, s2.loss_bbox: 0.0635, s2.loss_mask: 0.0442, loss: 1.1018 2022-06-07 04:27:27,709 - mmdet - INFO - Epoch [18][5550/7330] lr: 1.000e-04, eta: 2 days, 6:48:00, time: 1.469, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0293, loss_semantic_seg: 0.1709, s0.loss_cls: 0.1602, s0.acc: 94.1318, s0.loss_bbox: 0.0898, s0.loss_mask: 0.1910, s1.loss_cls: 0.0742, s1.acc: 94.6139, s1.loss_bbox: 0.0984, s1.loss_mask: 0.0899, s2.loss_cls: 0.0375, s2.acc: 94.4818, s2.loss_bbox: 0.0643, s2.loss_mask: 0.0427, loss: 1.0702 2022-06-07 04:28:40,235 - mmdet - INFO - Epoch [18][5600/7330] lr: 1.000e-04, eta: 2 days, 6:46:45, time: 1.450, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0193, loss_rpn_bbox: 0.0256, loss_semantic_seg: 0.1625, s0.loss_cls: 0.1568, s0.acc: 94.2800, s0.loss_bbox: 0.0902, s0.loss_mask: 0.1971, s1.loss_cls: 0.0716, s1.acc: 94.7537, s1.loss_bbox: 0.1022, s1.loss_mask: 0.0929, s2.loss_cls: 0.0370, s2.acc: 94.5468, s2.loss_bbox: 0.0644, s2.loss_mask: 0.0432, loss: 1.0627 2022-06-07 04:29:52,336 - mmdet - INFO - Epoch [18][5650/7330] lr: 1.000e-04, eta: 2 days, 6:45:30, time: 1.443, data_time: 0.020, memory: 64799, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0258, loss_semantic_seg: 0.1698, s0.loss_cls: 0.1499, s0.acc: 94.5889, s0.loss_bbox: 0.0856, s0.loss_mask: 0.1854, s1.loss_cls: 0.0683, s1.acc: 95.0655, s1.loss_bbox: 0.0946, s1.loss_mask: 0.0870, s2.loss_cls: 0.0351, s2.acc: 94.8916, s2.loss_bbox: 0.0595, s2.loss_mask: 0.0411, loss: 1.0231 2022-06-07 04:31:05,596 - mmdet - INFO - Epoch [18][5700/7330] lr: 1.000e-04, eta: 2 days, 6:44:16, time: 1.465, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0282, loss_semantic_seg: 0.1720, s0.loss_cls: 0.1570, s0.acc: 94.2104, s0.loss_bbox: 0.0898, s0.loss_mask: 0.1930, s1.loss_cls: 0.0718, s1.acc: 94.6739, s1.loss_bbox: 0.0980, s1.loss_mask: 0.0907, s2.loss_cls: 0.0368, s2.acc: 94.4323, s2.loss_bbox: 0.0624, s2.loss_mask: 0.0427, loss: 1.0641 2022-06-07 04:32:18,900 - mmdet - INFO - Epoch [18][5750/7330] lr: 1.000e-04, eta: 2 days, 6:43:01, time: 1.464, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0274, loss_semantic_seg: 0.1702, s0.loss_cls: 0.1590, s0.acc: 94.1838, s0.loss_bbox: 0.0878, s0.loss_mask: 0.1901, s1.loss_cls: 0.0750, s1.acc: 94.5105, s1.loss_bbox: 0.1002, s1.loss_mask: 0.0900, s2.loss_cls: 0.0378, s2.acc: 94.4243, s2.loss_bbox: 0.0654, s2.loss_mask: 0.0426, loss: 1.0664 2022-06-07 04:33:32,777 - mmdet - INFO - Epoch [18][5800/7330] lr: 1.000e-04, eta: 2 days, 6:41:48, time: 1.480, data_time: 0.020, memory: 64799, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0279, loss_semantic_seg: 0.1738, s0.loss_cls: 0.1591, s0.acc: 94.1577, s0.loss_bbox: 0.0907, s0.loss_mask: 0.1934, s1.loss_cls: 0.0739, s1.acc: 94.5375, s1.loss_bbox: 0.1003, s1.loss_mask: 0.0906, s2.loss_cls: 0.0380, s2.acc: 94.3326, s2.loss_bbox: 0.0653, s2.loss_mask: 0.0425, loss: 1.0752 2022-06-07 04:34:45,406 - mmdet - INFO - Epoch [18][5850/7330] lr: 1.000e-04, eta: 2 days, 6:40:33, time: 1.451, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0190, loss_rpn_bbox: 0.0257, loss_semantic_seg: 0.1742, s0.loss_cls: 0.1552, s0.acc: 94.3521, s0.loss_bbox: 0.0869, s0.loss_mask: 0.1906, s1.loss_cls: 0.0710, s1.acc: 94.8031, s1.loss_bbox: 0.0987, s1.loss_mask: 0.0899, s2.loss_cls: 0.0357, s2.acc: 94.6534, s2.loss_bbox: 0.0662, s2.loss_mask: 0.0422, loss: 1.0553 2022-06-07 04:35:58,995 - mmdet - INFO - Epoch [18][5900/7330] lr: 1.000e-04, eta: 2 days, 6:39:19, time: 1.473, data_time: 0.022, memory: 64799, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0265, loss_semantic_seg: 0.1789, s0.loss_cls: 0.1666, s0.acc: 93.9844, s0.loss_bbox: 0.0942, s0.loss_mask: 0.1955, s1.loss_cls: 0.0779, s1.acc: 94.4148, s1.loss_bbox: 0.1013, s1.loss_mask: 0.0915, s2.loss_cls: 0.0394, s2.acc: 94.2960, s2.loss_bbox: 0.0641, s2.loss_mask: 0.0434, loss: 1.1000 2022-06-07 04:37:12,906 - mmdet - INFO - Epoch [18][5950/7330] lr: 1.000e-04, eta: 2 days, 6:38:05, time: 1.479, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0276, loss_semantic_seg: 0.1743, s0.loss_cls: 0.1580, s0.acc: 94.2109, s0.loss_bbox: 0.0890, s0.loss_mask: 0.1874, s1.loss_cls: 0.0721, s1.acc: 94.7052, s1.loss_bbox: 0.1004, s1.loss_mask: 0.0874, s2.loss_cls: 0.0374, s2.acc: 94.4452, s2.loss_bbox: 0.0640, s2.loss_mask: 0.0414, loss: 1.0610 2022-06-07 04:38:26,262 - mmdet - INFO - Epoch [18][6000/7330] lr: 1.000e-04, eta: 2 days, 6:36:51, time: 1.467, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0284, loss_semantic_seg: 0.1804, s0.loss_cls: 0.1600, s0.acc: 94.0703, s0.loss_bbox: 0.0893, s0.loss_mask: 0.1890, s1.loss_cls: 0.0748, s1.acc: 94.5219, s1.loss_bbox: 0.0977, s1.loss_mask: 0.0890, s2.loss_cls: 0.0380, s2.acc: 94.3556, s2.loss_bbox: 0.0628, s2.loss_mask: 0.0419, loss: 1.0735 2022-06-07 04:39:39,795 - mmdet - INFO - Epoch [18][6050/7330] lr: 1.000e-04, eta: 2 days, 6:35:37, time: 1.469, data_time: 0.021, memory: 64799, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0256, loss_semantic_seg: 0.1810, s0.loss_cls: 0.1508, s0.acc: 94.5930, s0.loss_bbox: 0.0857, s0.loss_mask: 0.1896, s1.loss_cls: 0.0695, s1.acc: 94.9707, s1.loss_bbox: 0.0918, s1.loss_mask: 0.0886, s2.loss_cls: 0.0356, s2.acc: 94.8729, s2.loss_bbox: 0.0592, s2.loss_mask: 0.0420, loss: 1.0397 2022-06-07 04:40:51,742 - mmdet - INFO - Epoch [18][6100/7330] lr: 1.000e-04, eta: 2 days, 6:34:22, time: 1.441, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0275, loss_semantic_seg: 0.1666, s0.loss_cls: 0.1514, s0.acc: 94.4641, s0.loss_bbox: 0.0885, s0.loss_mask: 0.1966, s1.loss_cls: 0.0697, s1.acc: 94.8385, s1.loss_bbox: 0.0969, s1.loss_mask: 0.0921, s2.loss_cls: 0.0355, s2.acc: 94.6608, s2.loss_bbox: 0.0617, s2.loss_mask: 0.0431, loss: 1.0504 2022-06-07 04:42:04,501 - mmdet - INFO - Epoch [18][6150/7330] lr: 1.000e-04, eta: 2 days, 6:33:07, time: 1.455, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0253, loss_semantic_seg: 0.1642, s0.loss_cls: 0.1575, s0.acc: 94.2744, s0.loss_bbox: 0.0882, s0.loss_mask: 0.1975, s1.loss_cls: 0.0744, s1.acc: 94.6572, s1.loss_bbox: 0.0983, s1.loss_mask: 0.0922, s2.loss_cls: 0.0379, s2.acc: 94.4494, s2.loss_bbox: 0.0654, s2.loss_mask: 0.0436, loss: 1.0642 2022-06-07 04:43:17,929 - mmdet - INFO - Epoch [18][6200/7330] lr: 1.000e-04, eta: 2 days, 6:31:53, time: 1.469, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0287, loss_semantic_seg: 0.1747, s0.loss_cls: 0.1598, s0.acc: 94.1841, s0.loss_bbox: 0.0903, s0.loss_mask: 0.1990, s1.loss_cls: 0.0728, s1.acc: 94.7092, s1.loss_bbox: 0.1010, s1.loss_mask: 0.0940, s2.loss_cls: 0.0373, s2.acc: 94.4990, s2.loss_bbox: 0.0653, s2.loss_mask: 0.0440, loss: 1.0894 2022-06-07 04:44:31,162 - mmdet - INFO - Epoch [18][6250/7330] lr: 1.000e-04, eta: 2 days, 6:30:38, time: 1.464, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0286, loss_semantic_seg: 0.1676, s0.loss_cls: 0.1626, s0.acc: 94.0747, s0.loss_bbox: 0.0938, s0.loss_mask: 0.2009, s1.loss_cls: 0.0757, s1.acc: 94.5796, s1.loss_bbox: 0.1013, s1.loss_mask: 0.0948, s2.loss_cls: 0.0380, s2.acc: 94.4876, s2.loss_bbox: 0.0640, s2.loss_mask: 0.0447, loss: 1.0952 2022-06-07 04:45:44,625 - mmdet - INFO - Epoch [18][6300/7330] lr: 1.000e-04, eta: 2 days, 6:29:24, time: 1.470, data_time: 0.020, memory: 64799, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0278, loss_semantic_seg: 0.1791, s0.loss_cls: 0.1617, s0.acc: 94.1912, s0.loss_bbox: 0.0916, s0.loss_mask: 0.1911, s1.loss_cls: 0.0753, s1.acc: 94.6176, s1.loss_bbox: 0.0996, s1.loss_mask: 0.0900, s2.loss_cls: 0.0377, s2.acc: 94.5421, s2.loss_bbox: 0.0633, s2.loss_mask: 0.0428, loss: 1.0813 2022-06-07 04:46:58,637 - mmdet - INFO - Epoch [18][6350/7330] lr: 1.000e-04, eta: 2 days, 6:28:11, time: 1.480, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0256, loss_semantic_seg: 0.1707, s0.loss_cls: 0.1581, s0.acc: 94.2383, s0.loss_bbox: 0.0904, s0.loss_mask: 0.1872, s1.loss_cls: 0.0729, s1.acc: 94.6489, s1.loss_bbox: 0.0981, s1.loss_mask: 0.0882, s2.loss_cls: 0.0380, s2.acc: 94.3019, s2.loss_bbox: 0.0624, s2.loss_mask: 0.0412, loss: 1.0526 2022-06-07 04:48:12,491 - mmdet - INFO - Epoch [18][6400/7330] lr: 1.000e-04, eta: 2 days, 6:26:57, time: 1.478, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0295, loss_semantic_seg: 0.1816, s0.loss_cls: 0.1672, s0.acc: 94.0334, s0.loss_bbox: 0.0895, s0.loss_mask: 0.1955, s1.loss_cls: 0.0778, s1.acc: 94.4903, s1.loss_bbox: 0.0998, s1.loss_mask: 0.0919, s2.loss_cls: 0.0396, s2.acc: 94.2686, s2.loss_bbox: 0.0638, s2.loss_mask: 0.0432, loss: 1.1023 2022-06-07 04:49:25,842 - mmdet - INFO - Epoch [18][6450/7330] lr: 1.000e-04, eta: 2 days, 6:25:43, time: 1.466, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0275, loss_semantic_seg: 0.1772, s0.loss_cls: 0.1663, s0.acc: 93.9558, s0.loss_bbox: 0.0931, s0.loss_mask: 0.1990, s1.loss_cls: 0.0772, s1.acc: 94.3806, s1.loss_bbox: 0.1037, s1.loss_mask: 0.0921, s2.loss_cls: 0.0389, s2.acc: 94.2975, s2.loss_bbox: 0.0676, s2.loss_mask: 0.0435, loss: 1.1080 2022-06-07 04:50:40,153 - mmdet - INFO - Epoch [18][6500/7330] lr: 1.000e-04, eta: 2 days, 6:24:30, time: 1.485, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0271, loss_semantic_seg: 0.1740, s0.loss_cls: 0.1586, s0.acc: 94.2473, s0.loss_bbox: 0.0882, s0.loss_mask: 0.1877, s1.loss_cls: 0.0735, s1.acc: 94.7221, s1.loss_bbox: 0.0980, s1.loss_mask: 0.0885, s2.loss_cls: 0.0371, s2.acc: 94.4990, s2.loss_bbox: 0.0624, s2.loss_mask: 0.0415, loss: 1.0580 2022-06-07 04:51:53,806 - mmdet - INFO - Epoch [18][6550/7330] lr: 1.000e-04, eta: 2 days, 6:23:16, time: 1.475, data_time: 0.021, memory: 64799, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0259, loss_semantic_seg: 0.1734, s0.loss_cls: 0.1581, s0.acc: 94.2461, s0.loss_bbox: 0.0881, s0.loss_mask: 0.1915, s1.loss_cls: 0.0757, s1.acc: 94.4589, s1.loss_bbox: 0.0989, s1.loss_mask: 0.0912, s2.loss_cls: 0.0391, s2.acc: 94.2262, s2.loss_bbox: 0.0639, s2.loss_mask: 0.0421, loss: 1.0685 2022-06-07 04:53:08,035 - mmdet - INFO - Epoch [18][6600/7330] lr: 1.000e-04, eta: 2 days, 6:22:03, time: 1.485, data_time: 0.020, memory: 64799, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0285, loss_semantic_seg: 0.1737, s0.loss_cls: 0.1583, s0.acc: 94.2266, s0.loss_bbox: 0.0894, s0.loss_mask: 0.1930, s1.loss_cls: 0.0728, s1.acc: 94.7272, s1.loss_bbox: 0.0957, s1.loss_mask: 0.0911, s2.loss_cls: 0.0368, s2.acc: 94.6376, s2.loss_bbox: 0.0623, s2.loss_mask: 0.0429, loss: 1.0650 2022-06-07 04:54:22,381 - mmdet - INFO - Epoch [18][6650/7330] lr: 1.000e-04, eta: 2 days, 6:20:49, time: 1.487, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0192, loss_rpn_bbox: 0.0262, loss_semantic_seg: 0.1744, s0.loss_cls: 0.1540, s0.acc: 94.4229, s0.loss_bbox: 0.0853, s0.loss_mask: 0.1882, s1.loss_cls: 0.0715, s1.acc: 94.8679, s1.loss_bbox: 0.0936, s1.loss_mask: 0.0884, s2.loss_cls: 0.0361, s2.acc: 94.7816, s2.loss_bbox: 0.0614, s2.loss_mask: 0.0417, loss: 1.0401 2022-06-07 04:55:37,119 - mmdet - INFO - Epoch [18][6700/7330] lr: 1.000e-04, eta: 2 days, 6:19:37, time: 1.495, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0193, loss_rpn_bbox: 0.0266, loss_semantic_seg: 0.1808, s0.loss_cls: 0.1591, s0.acc: 94.0742, s0.loss_bbox: 0.0920, s0.loss_mask: 0.1972, s1.loss_cls: 0.0747, s1.acc: 94.4111, s1.loss_bbox: 0.1028, s1.loss_mask: 0.0923, s2.loss_cls: 0.0394, s2.acc: 94.0668, s2.loss_bbox: 0.0637, s2.loss_mask: 0.0434, loss: 1.0913 2022-06-07 04:56:51,253 - mmdet - INFO - Epoch [18][6750/7330] lr: 1.000e-04, eta: 2 days, 6:18:23, time: 1.483, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0258, loss_semantic_seg: 0.1714, s0.loss_cls: 0.1592, s0.acc: 94.1714, s0.loss_bbox: 0.0870, s0.loss_mask: 0.1886, s1.loss_cls: 0.0747, s1.acc: 94.5324, s1.loss_bbox: 0.1004, s1.loss_mask: 0.0894, s2.loss_cls: 0.0379, s2.acc: 94.4422, s2.loss_bbox: 0.0649, s2.loss_mask: 0.0421, loss: 1.0633 2022-06-07 04:58:04,450 - mmdet - INFO - Epoch [18][6800/7330] lr: 1.000e-04, eta: 2 days, 6:17:09, time: 1.464, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0269, loss_semantic_seg: 0.1706, s0.loss_cls: 0.1661, s0.acc: 94.0034, s0.loss_bbox: 0.0926, s0.loss_mask: 0.1938, s1.loss_cls: 0.0768, s1.acc: 94.4908, s1.loss_bbox: 0.1057, s1.loss_mask: 0.0917, s2.loss_cls: 0.0399, s2.acc: 94.2381, s2.loss_bbox: 0.0678, s2.loss_mask: 0.0431, loss: 1.0955 2022-06-07 04:59:17,862 - mmdet - INFO - Epoch [18][6850/7330] lr: 1.000e-04, eta: 2 days, 6:15:55, time: 1.468, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0277, loss_semantic_seg: 0.1693, s0.loss_cls: 0.1651, s0.acc: 93.9114, s0.loss_bbox: 0.0959, s0.loss_mask: 0.2037, s1.loss_cls: 0.0767, s1.acc: 94.4262, s1.loss_bbox: 0.1064, s1.loss_mask: 0.0956, s2.loss_cls: 0.0389, s2.acc: 94.2161, s2.loss_bbox: 0.0683, s2.loss_mask: 0.0448, loss: 1.1149 2022-06-07 05:00:30,868 - mmdet - INFO - Epoch [18][6900/7330] lr: 1.000e-04, eta: 2 days, 6:14:40, time: 1.458, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0274, loss_semantic_seg: 0.1821, s0.loss_cls: 0.1608, s0.acc: 94.1414, s0.loss_bbox: 0.0934, s0.loss_mask: 0.2007, s1.loss_cls: 0.0749, s1.acc: 94.4593, s1.loss_bbox: 0.1020, s1.loss_mask: 0.0942, s2.loss_cls: 0.0381, s2.acc: 94.2474, s2.loss_bbox: 0.0636, s2.loss_mask: 0.0440, loss: 1.1036 2022-06-07 05:01:43,848 - mmdet - INFO - Epoch [18][6950/7330] lr: 1.000e-04, eta: 2 days, 6:13:26, time: 1.462, data_time: 0.022, memory: 64799, loss_rpn_cls: 0.0188, loss_rpn_bbox: 0.0246, loss_semantic_seg: 0.1676, s0.loss_cls: 0.1479, s0.acc: 94.5266, s0.loss_bbox: 0.0864, s0.loss_mask: 0.1869, s1.loss_cls: 0.0694, s1.acc: 94.9460, s1.loss_bbox: 0.0950, s1.loss_mask: 0.0881, s2.loss_cls: 0.0351, s2.acc: 94.7539, s2.loss_bbox: 0.0615, s2.loss_mask: 0.0415, loss: 1.0228 2022-06-07 05:02:57,431 - mmdet - INFO - Epoch [18][7000/7330] lr: 1.000e-04, eta: 2 days, 6:12:12, time: 1.471, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0191, loss_rpn_bbox: 0.0251, loss_semantic_seg: 0.1766, s0.loss_cls: 0.1462, s0.acc: 94.5850, s0.loss_bbox: 0.0863, s0.loss_mask: 0.1899, s1.loss_cls: 0.0682, s1.acc: 94.9905, s1.loss_bbox: 0.0969, s1.loss_mask: 0.0894, s2.loss_cls: 0.0353, s2.acc: 94.7611, s2.loss_bbox: 0.0627, s2.loss_mask: 0.0422, loss: 1.0379 2022-06-07 05:04:10,535 - mmdet - INFO - Epoch [18][7050/7330] lr: 1.000e-04, eta: 2 days, 6:10:57, time: 1.462, data_time: 0.020, memory: 64799, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0275, loss_semantic_seg: 0.1725, s0.loss_cls: 0.1487, s0.acc: 94.4934, s0.loss_bbox: 0.0845, s0.loss_mask: 0.1907, s1.loss_cls: 0.0690, s1.acc: 94.9541, s1.loss_bbox: 0.0955, s1.loss_mask: 0.0895, s2.loss_cls: 0.0351, s2.acc: 94.8475, s2.loss_bbox: 0.0620, s2.loss_mask: 0.0418, loss: 1.0384 2022-06-07 05:05:25,695 - mmdet - INFO - Epoch [18][7100/7330] lr: 1.000e-04, eta: 2 days, 6:09:45, time: 1.503, data_time: 0.022, memory: 64799, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0283, loss_semantic_seg: 0.1713, s0.loss_cls: 0.1593, s0.acc: 94.2234, s0.loss_bbox: 0.0890, s0.loss_mask: 0.1917, s1.loss_cls: 0.0747, s1.acc: 94.5553, s1.loss_bbox: 0.0975, s1.loss_mask: 0.0910, s2.loss_cls: 0.0382, s2.acc: 94.3995, s2.loss_bbox: 0.0637, s2.loss_mask: 0.0428, loss: 1.0680 2022-06-07 05:06:41,474 - mmdet - INFO - Epoch [18][7150/7330] lr: 1.000e-04, eta: 2 days, 6:08:33, time: 1.516, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0283, loss_semantic_seg: 0.1836, s0.loss_cls: 0.1678, s0.acc: 93.9121, s0.loss_bbox: 0.0935, s0.loss_mask: 0.2001, s1.loss_cls: 0.0785, s1.acc: 94.3585, s1.loss_bbox: 0.1025, s1.loss_mask: 0.0938, s2.loss_cls: 0.0395, s2.acc: 94.1428, s2.loss_bbox: 0.0658, s2.loss_mask: 0.0441, loss: 1.1189 2022-06-07 05:07:55,030 - mmdet - INFO - Epoch [18][7200/7330] lr: 1.000e-04, eta: 2 days, 6:07:19, time: 1.471, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0282, loss_semantic_seg: 0.1875, s0.loss_cls: 0.1680, s0.acc: 93.8733, s0.loss_bbox: 0.0964, s0.loss_mask: 0.2062, s1.loss_cls: 0.0773, s1.acc: 94.4018, s1.loss_bbox: 0.1040, s1.loss_mask: 0.0969, s2.loss_cls: 0.0395, s2.acc: 94.1144, s2.loss_bbox: 0.0655, s2.loss_mask: 0.0457, loss: 1.1379 2022-06-07 05:09:08,656 - mmdet - INFO - Epoch [18][7250/7330] lr: 1.000e-04, eta: 2 days, 6:06:05, time: 1.473, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0252, loss_semantic_seg: 0.1678, s0.loss_cls: 0.1481, s0.acc: 94.5889, s0.loss_bbox: 0.0844, s0.loss_mask: 0.1894, s1.loss_cls: 0.0686, s1.acc: 95.0287, s1.loss_bbox: 0.0965, s1.loss_mask: 0.0895, s2.loss_cls: 0.0348, s2.acc: 94.7299, s2.loss_bbox: 0.0631, s2.loss_mask: 0.0423, loss: 1.0308 2022-06-07 05:10:22,250 - mmdet - INFO - Epoch [18][7300/7330] lr: 1.000e-04, eta: 2 days, 6:04:51, time: 1.471, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0279, loss_semantic_seg: 0.1705, s0.loss_cls: 0.1623, s0.acc: 94.0552, s0.loss_bbox: 0.0957, s0.loss_mask: 0.1984, s1.loss_cls: 0.0760, s1.acc: 94.5046, s1.loss_bbox: 0.1070, s1.loss_mask: 0.0928, s2.loss_cls: 0.0388, s2.acc: 94.2078, s2.loss_bbox: 0.0673, s2.loss_mask: 0.0437, loss: 1.1034 2022-06-07 05:11:22,617 - mmdet - INFO - Saving checkpoint at 18 epochs 2022-06-07 05:15:35,015 - mmdet - INFO - Evaluating bbox... 2022-06-07 05:16:22,807 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.564 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.752 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.624 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.418 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.606 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.700 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.728 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.728 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.728 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.588 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.766 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.858 2022-06-07 05:16:22,808 - mmdet - INFO - Evaluating segm... 2022-06-07 05:17:14,702 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.491 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.731 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.538 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.309 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.524 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.671 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.632 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 ] = 0.480 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 2022-06-07 05:17:15,773 - mmdet - INFO - Exp name: htc++_beit_adapter_v2_large_fpn_3x_coco.py 2022-06-07 05:17:15,774 - mmdet - INFO - Epoch(val) [18][313] bbox_mAP: 0.5640, bbox_mAP_50: 0.7520, bbox_mAP_75: 0.6240, bbox_mAP_s: 0.4180, bbox_mAP_m: 0.6060, bbox_mAP_l: 0.7000, bbox_mAP_copypaste: 0.564 0.752 0.624 0.418 0.606 0.700, segm_mAP: 0.4910, segm_mAP_50: 0.7310, segm_mAP_75: 0.5380, segm_mAP_s: 0.3090, segm_mAP_m: 0.5240, segm_mAP_l: 0.6710, segm_mAP_copypaste: 0.491 0.731 0.538 0.309 0.524 0.671 2022-06-07 05:22:01,279 - mmdet - INFO - Epoch [19][50/7330] lr: 1.000e-04, eta: 2 days, 6:05:41, time: 5.708, data_time: 4.215, memory: 64799, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0265, loss_semantic_seg: 0.1665, s0.loss_cls: 0.1493, s0.acc: 94.5796, s0.loss_bbox: 0.0860, s0.loss_mask: 0.1910, s1.loss_cls: 0.0692, s1.acc: 94.9910, s1.loss_bbox: 0.0941, s1.loss_mask: 0.0895, s2.loss_cls: 0.0357, s2.acc: 94.7941, s2.loss_bbox: 0.0603, s2.loss_mask: 0.0420, loss: 1.0304 2022-06-07 05:23:15,684 - mmdet - INFO - Epoch [19][100/7330] lr: 1.000e-04, eta: 2 days, 6:04:27, time: 1.488, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0267, loss_semantic_seg: 0.1644, s0.loss_cls: 0.1494, s0.acc: 94.4233, s0.loss_bbox: 0.0853, s0.loss_mask: 0.1888, s1.loss_cls: 0.0701, s1.acc: 94.7585, s1.loss_bbox: 0.0944, s1.loss_mask: 0.0893, s2.loss_cls: 0.0357, s2.acc: 94.6044, s2.loss_bbox: 0.0622, s2.loss_mask: 0.0425, loss: 1.0289 2022-06-07 05:24:29,358 - mmdet - INFO - Epoch [19][150/7330] lr: 1.000e-04, eta: 2 days, 6:03:13, time: 1.474, data_time: 0.020, memory: 64799, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0284, loss_semantic_seg: 0.1643, s0.loss_cls: 0.1587, s0.acc: 94.1360, s0.loss_bbox: 0.0926, s0.loss_mask: 0.1955, s1.loss_cls: 0.0728, s1.acc: 94.6733, s1.loss_bbox: 0.1025, s1.loss_mask: 0.0921, s2.loss_cls: 0.0379, s2.acc: 94.4058, s2.loss_bbox: 0.0653, s2.loss_mask: 0.0436, loss: 1.0775 2022-06-07 05:25:42,105 - mmdet - INFO - Epoch [19][200/7330] lr: 1.000e-04, eta: 2 days, 6:01:58, time: 1.455, data_time: 0.021, memory: 64799, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0275, loss_semantic_seg: 0.1575, s0.loss_cls: 0.1567, s0.acc: 94.2439, s0.loss_bbox: 0.0895, s0.loss_mask: 0.1921, s1.loss_cls: 0.0722, s1.acc: 94.6823, s1.loss_bbox: 0.0977, s1.loss_mask: 0.0907, s2.loss_cls: 0.0371, s2.acc: 94.4704, s2.loss_bbox: 0.0645, s2.loss_mask: 0.0426, loss: 1.0491 2022-06-07 05:26:56,103 - mmdet - INFO - Epoch [19][250/7330] lr: 1.000e-04, eta: 2 days, 6:00:45, time: 1.480, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0266, loss_semantic_seg: 0.1686, s0.loss_cls: 0.1536, s0.acc: 94.3584, s0.loss_bbox: 0.0859, s0.loss_mask: 0.1902, s1.loss_cls: 0.0707, s1.acc: 94.8333, s1.loss_bbox: 0.0954, s1.loss_mask: 0.0896, s2.loss_cls: 0.0359, s2.acc: 94.6796, s2.loss_bbox: 0.0618, s2.loss_mask: 0.0423, loss: 1.0413 2022-06-07 05:28:10,216 - mmdet - INFO - Epoch [19][300/7330] lr: 1.000e-04, eta: 2 days, 5:59:31, time: 1.482, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0257, loss_semantic_seg: 0.1645, s0.loss_cls: 0.1550, s0.acc: 94.3381, s0.loss_bbox: 0.0875, s0.loss_mask: 0.1891, s1.loss_cls: 0.0713, s1.acc: 94.8004, s1.loss_bbox: 0.0994, s1.loss_mask: 0.0896, s2.loss_cls: 0.0363, s2.acc: 94.6411, s2.loss_bbox: 0.0658, s2.loss_mask: 0.0427, loss: 1.0470 2022-06-07 05:29:24,016 - mmdet - INFO - Epoch [19][350/7330] lr: 1.000e-04, eta: 2 days, 5:58:17, time: 1.476, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0266, loss_semantic_seg: 0.1666, s0.loss_cls: 0.1588, s0.acc: 94.1477, s0.loss_bbox: 0.0882, s0.loss_mask: 0.1940, s1.loss_cls: 0.0721, s1.acc: 94.7269, s1.loss_bbox: 0.1019, s1.loss_mask: 0.0910, s2.loss_cls: 0.0365, s2.acc: 94.5328, s2.loss_bbox: 0.0687, s2.loss_mask: 0.0430, loss: 1.0687 2022-06-07 05:30:37,626 - mmdet - INFO - Epoch [19][400/7330] lr: 1.000e-04, eta: 2 days, 5:57:03, time: 1.472, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0259, loss_semantic_seg: 0.1704, s0.loss_cls: 0.1528, s0.acc: 94.2795, s0.loss_bbox: 0.0891, s0.loss_mask: 0.1931, s1.loss_cls: 0.0714, s1.acc: 94.6242, s1.loss_bbox: 0.1000, s1.loss_mask: 0.0912, s2.loss_cls: 0.0374, s2.acc: 94.3866, s2.loss_bbox: 0.0647, s2.loss_mask: 0.0432, loss: 1.0598 2022-06-07 05:31:49,851 - mmdet - INFO - Epoch [19][450/7330] lr: 1.000e-04, eta: 2 days, 5:55:48, time: 1.444, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0177, loss_rpn_bbox: 0.0245, loss_semantic_seg: 0.1735, s0.loss_cls: 0.1585, s0.acc: 94.2864, s0.loss_bbox: 0.0919, s0.loss_mask: 0.1905, s1.loss_cls: 0.0723, s1.acc: 94.8390, s1.loss_bbox: 0.1008, s1.loss_mask: 0.0900, s2.loss_cls: 0.0370, s2.acc: 94.4634, s2.loss_bbox: 0.0641, s2.loss_mask: 0.0423, loss: 1.0632 2022-06-07 05:33:02,609 - mmdet - INFO - Epoch [19][500/7330] lr: 1.000e-04, eta: 2 days, 5:54:33, time: 1.456, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0285, loss_semantic_seg: 0.1694, s0.loss_cls: 0.1562, s0.acc: 94.2991, s0.loss_bbox: 0.0900, s0.loss_mask: 0.1924, s1.loss_cls: 0.0717, s1.acc: 94.7856, s1.loss_bbox: 0.1009, s1.loss_mask: 0.0901, s2.loss_cls: 0.0369, s2.acc: 94.5588, s2.loss_bbox: 0.0658, s2.loss_mask: 0.0426, loss: 1.0640 2022-06-07 05:34:15,198 - mmdet - INFO - Epoch [19][550/7330] lr: 1.000e-04, eta: 2 days, 5:53:18, time: 1.452, data_time: 0.020, memory: 64799, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0273, loss_semantic_seg: 0.1706, s0.loss_cls: 0.1520, s0.acc: 94.4006, s0.loss_bbox: 0.0864, s0.loss_mask: 0.1862, s1.loss_cls: 0.0695, s1.acc: 94.8460, s1.loss_bbox: 0.0970, s1.loss_mask: 0.0882, s2.loss_cls: 0.0354, s2.acc: 94.6658, s2.loss_bbox: 0.0628, s2.loss_mask: 0.0418, loss: 1.0368 2022-06-07 05:35:27,830 - mmdet - INFO - Epoch [19][600/7330] lr: 1.000e-04, eta: 2 days, 5:52:03, time: 1.452, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0266, loss_semantic_seg: 0.1673, s0.loss_cls: 0.1683, s0.acc: 93.9817, s0.loss_bbox: 0.0931, s0.loss_mask: 0.1967, s1.loss_cls: 0.0768, s1.acc: 94.5758, s1.loss_bbox: 0.1023, s1.loss_mask: 0.0931, s2.loss_cls: 0.0388, s2.acc: 94.3258, s2.loss_bbox: 0.0656, s2.loss_mask: 0.0440, loss: 1.0942 2022-06-07 05:36:41,032 - mmdet - INFO - Epoch [19][650/7330] lr: 1.000e-04, eta: 2 days, 5:50:49, time: 1.465, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0259, loss_semantic_seg: 0.1761, s0.loss_cls: 0.1565, s0.acc: 94.2976, s0.loss_bbox: 0.0905, s0.loss_mask: 0.1952, s1.loss_cls: 0.0720, s1.acc: 94.8317, s1.loss_bbox: 0.1019, s1.loss_mask: 0.0918, s2.loss_cls: 0.0362, s2.acc: 94.6996, s2.loss_bbox: 0.0666, s2.loss_mask: 0.0432, loss: 1.0767 2022-06-07 05:37:53,837 - mmdet - INFO - Epoch [19][700/7330] lr: 1.000e-04, eta: 2 days, 5:49:34, time: 1.456, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0282, loss_semantic_seg: 0.1734, s0.loss_cls: 0.1638, s0.acc: 93.9973, s0.loss_bbox: 0.0928, s0.loss_mask: 0.1968, s1.loss_cls: 0.0761, s1.acc: 94.4170, s1.loss_bbox: 0.1023, s1.loss_mask: 0.0924, s2.loss_cls: 0.0384, s2.acc: 94.2942, s2.loss_bbox: 0.0660, s2.loss_mask: 0.0437, loss: 1.0958 2022-06-07 05:39:07,941 - mmdet - INFO - Epoch [19][750/7330] lr: 1.000e-04, eta: 2 days, 5:48:20, time: 1.482, data_time: 0.020, memory: 64799, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0275, loss_semantic_seg: 0.1690, s0.loss_cls: 0.1647, s0.acc: 94.0515, s0.loss_bbox: 0.0916, s0.loss_mask: 0.1943, s1.loss_cls: 0.0749, s1.acc: 94.5470, s1.loss_bbox: 0.1015, s1.loss_mask: 0.0911, s2.loss_cls: 0.0380, s2.acc: 94.4680, s2.loss_bbox: 0.0663, s2.loss_mask: 0.0432, loss: 1.0831 2022-06-07 05:40:21,629 - mmdet - INFO - Epoch [19][800/7330] lr: 1.000e-04, eta: 2 days, 5:47:06, time: 1.474, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0279, loss_semantic_seg: 0.1676, s0.loss_cls: 0.1595, s0.acc: 94.1377, s0.loss_bbox: 0.0908, s0.loss_mask: 0.1914, s1.loss_cls: 0.0742, s1.acc: 94.6204, s1.loss_bbox: 0.1029, s1.loss_mask: 0.0899, s2.loss_cls: 0.0381, s2.acc: 94.4813, s2.loss_bbox: 0.0642, s2.loss_mask: 0.0427, loss: 1.0700 2022-06-07 05:41:34,423 - mmdet - INFO - Epoch [19][850/7330] lr: 1.000e-04, eta: 2 days, 5:45:51, time: 1.455, data_time: 0.023, memory: 64799, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0271, loss_semantic_seg: 0.1820, s0.loss_cls: 0.1606, s0.acc: 94.1140, s0.loss_bbox: 0.0894, s0.loss_mask: 0.1920, s1.loss_cls: 0.0755, s1.acc: 94.4497, s1.loss_bbox: 0.1006, s1.loss_mask: 0.0903, s2.loss_cls: 0.0381, s2.acc: 94.3237, s2.loss_bbox: 0.0646, s2.loss_mask: 0.0425, loss: 1.0826 2022-06-07 05:42:47,410 - mmdet - INFO - Epoch [19][900/7330] lr: 1.000e-04, eta: 2 days, 5:44:37, time: 1.460, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0269, loss_semantic_seg: 0.1671, s0.loss_cls: 0.1589, s0.acc: 94.2256, s0.loss_bbox: 0.0904, s0.loss_mask: 0.1945, s1.loss_cls: 0.0742, s1.acc: 94.6598, s1.loss_bbox: 0.0990, s1.loss_mask: 0.0909, s2.loss_cls: 0.0377, s2.acc: 94.4352, s2.loss_bbox: 0.0633, s2.loss_mask: 0.0428, loss: 1.0672 2022-06-07 05:44:01,036 - mmdet - INFO - Epoch [19][950/7330] lr: 1.000e-04, eta: 2 days, 5:43:23, time: 1.473, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0277, loss_semantic_seg: 0.1700, s0.loss_cls: 0.1583, s0.acc: 94.2234, s0.loss_bbox: 0.0894, s0.loss_mask: 0.1919, s1.loss_cls: 0.0728, s1.acc: 94.7373, s1.loss_bbox: 0.1006, s1.loss_mask: 0.0898, s2.loss_cls: 0.0377, s2.acc: 94.4088, s2.loss_bbox: 0.0644, s2.loss_mask: 0.0425, loss: 1.0670 2022-06-07 05:45:13,929 - mmdet - INFO - Epoch [19][1000/7330] lr: 1.000e-04, eta: 2 days, 5:42:08, time: 1.457, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0272, loss_semantic_seg: 0.1645, s0.loss_cls: 0.1507, s0.acc: 94.4282, s0.loss_bbox: 0.0865, s0.loss_mask: 0.1916, s1.loss_cls: 0.0695, s1.acc: 94.9234, s1.loss_bbox: 0.0972, s1.loss_mask: 0.0898, s2.loss_cls: 0.0356, s2.acc: 94.6724, s2.loss_bbox: 0.0631, s2.loss_mask: 0.0420, loss: 1.0392 2022-06-07 05:46:28,724 - mmdet - INFO - Epoch [19][1050/7330] lr: 1.000e-04, eta: 2 days, 5:40:55, time: 1.497, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0269, loss_semantic_seg: 0.1728, s0.loss_cls: 0.1579, s0.acc: 94.1809, s0.loss_bbox: 0.0909, s0.loss_mask: 0.1921, s1.loss_cls: 0.0726, s1.acc: 94.6797, s1.loss_bbox: 0.1036, s1.loss_mask: 0.0903, s2.loss_cls: 0.0369, s2.acc: 94.5143, s2.loss_bbox: 0.0656, s2.loss_mask: 0.0422, loss: 1.0726 2022-06-07 05:47:41,025 - mmdet - INFO - Epoch [19][1100/7330] lr: 1.000e-04, eta: 2 days, 5:39:40, time: 1.446, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0268, loss_semantic_seg: 0.1737, s0.loss_cls: 0.1527, s0.acc: 94.4456, s0.loss_bbox: 0.0876, s0.loss_mask: 0.1915, s1.loss_cls: 0.0708, s1.acc: 94.9312, s1.loss_bbox: 0.1000, s1.loss_mask: 0.0904, s2.loss_cls: 0.0365, s2.acc: 94.7670, s2.loss_bbox: 0.0647, s2.loss_mask: 0.0424, loss: 1.0572 2022-06-07 05:48:54,715 - mmdet - INFO - Epoch [19][1150/7330] lr: 1.000e-04, eta: 2 days, 5:38:26, time: 1.474, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0280, loss_semantic_seg: 0.1623, s0.loss_cls: 0.1531, s0.acc: 94.3530, s0.loss_bbox: 0.0907, s0.loss_mask: 0.1917, s1.loss_cls: 0.0698, s1.acc: 94.8871, s1.loss_bbox: 0.1011, s1.loss_mask: 0.0900, s2.loss_cls: 0.0361, s2.acc: 94.4761, s2.loss_bbox: 0.0654, s2.loss_mask: 0.0425, loss: 1.0513 2022-06-07 05:50:08,363 - mmdet - INFO - Epoch [19][1200/7330] lr: 1.000e-04, eta: 2 days, 5:37:12, time: 1.473, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0266, loss_semantic_seg: 0.1729, s0.loss_cls: 0.1584, s0.acc: 94.1743, s0.loss_bbox: 0.0883, s0.loss_mask: 0.1907, s1.loss_cls: 0.0734, s1.acc: 94.6691, s1.loss_bbox: 0.0988, s1.loss_mask: 0.0898, s2.loss_cls: 0.0374, s2.acc: 94.4183, s2.loss_bbox: 0.0651, s2.loss_mask: 0.0426, loss: 1.0637 2022-06-07 05:51:22,162 - mmdet - INFO - Epoch [19][1250/7330] lr: 1.000e-04, eta: 2 days, 5:35:58, time: 1.476, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0269, loss_semantic_seg: 0.1754, s0.loss_cls: 0.1670, s0.acc: 94.0044, s0.loss_bbox: 0.0917, s0.loss_mask: 0.1927, s1.loss_cls: 0.0764, s1.acc: 94.4424, s1.loss_bbox: 0.1004, s1.loss_mask: 0.0912, s2.loss_cls: 0.0387, s2.acc: 94.2082, s2.loss_bbox: 0.0649, s2.loss_mask: 0.0429, loss: 1.0912 2022-06-07 05:52:34,442 - mmdet - INFO - Epoch [19][1300/7330] lr: 1.000e-04, eta: 2 days, 5:34:43, time: 1.446, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0264, loss_semantic_seg: 0.1703, s0.loss_cls: 0.1566, s0.acc: 94.2949, s0.loss_bbox: 0.0897, s0.loss_mask: 0.1923, s1.loss_cls: 0.0721, s1.acc: 94.7026, s1.loss_bbox: 0.0989, s1.loss_mask: 0.0907, s2.loss_cls: 0.0367, s2.acc: 94.5926, s2.loss_bbox: 0.0641, s2.loss_mask: 0.0431, loss: 1.0626 2022-06-07 05:53:48,289 - mmdet - INFO - Epoch [19][1350/7330] lr: 1.000e-04, eta: 2 days, 5:33:29, time: 1.477, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0257, loss_semantic_seg: 0.1743, s0.loss_cls: 0.1469, s0.acc: 94.5740, s0.loss_bbox: 0.0877, s0.loss_mask: 0.1913, s1.loss_cls: 0.0680, s1.acc: 95.0308, s1.loss_bbox: 0.0973, s1.loss_mask: 0.0895, s2.loss_cls: 0.0348, s2.acc: 94.8524, s2.loss_bbox: 0.0638, s2.loss_mask: 0.0422, loss: 1.0412 2022-06-07 05:54:59,839 - mmdet - INFO - Epoch [19][1400/7330] lr: 1.000e-04, eta: 2 days, 5:32:13, time: 1.431, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0181, loss_rpn_bbox: 0.0247, loss_semantic_seg: 0.1727, s0.loss_cls: 0.1541, s0.acc: 94.3748, s0.loss_bbox: 0.0847, s0.loss_mask: 0.1836, s1.loss_cls: 0.0711, s1.acc: 94.8375, s1.loss_bbox: 0.0946, s1.loss_mask: 0.0861, s2.loss_cls: 0.0368, s2.acc: 94.6216, s2.loss_bbox: 0.0625, s2.loss_mask: 0.0409, loss: 1.0300 2022-06-07 05:56:13,253 - mmdet - INFO - Epoch [19][1450/7330] lr: 1.000e-04, eta: 2 days, 5:30:59, time: 1.468, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0267, loss_semantic_seg: 0.1639, s0.loss_cls: 0.1643, s0.acc: 94.0969, s0.loss_bbox: 0.0940, s0.loss_mask: 0.1888, s1.loss_cls: 0.0764, s1.acc: 94.5970, s1.loss_bbox: 0.1008, s1.loss_mask: 0.0885, s2.loss_cls: 0.0385, s2.acc: 94.3666, s2.loss_bbox: 0.0638, s2.loss_mask: 0.0413, loss: 1.0683 2022-06-07 05:57:26,026 - mmdet - INFO - Epoch [19][1500/7330] lr: 1.000e-04, eta: 2 days, 5:29:44, time: 1.455, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0258, loss_semantic_seg: 0.1651, s0.loss_cls: 0.1552, s0.acc: 94.2449, s0.loss_bbox: 0.0902, s0.loss_mask: 0.1900, s1.loss_cls: 0.0727, s1.acc: 94.6312, s1.loss_bbox: 0.0956, s1.loss_mask: 0.0888, s2.loss_cls: 0.0362, s2.acc: 94.5202, s2.loss_bbox: 0.0603, s2.loss_mask: 0.0418, loss: 1.0426 2022-06-07 05:58:39,229 - mmdet - INFO - Epoch [19][1550/7330] lr: 1.000e-04, eta: 2 days, 5:28:29, time: 1.462, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0266, loss_semantic_seg: 0.1780, s0.loss_cls: 0.1568, s0.acc: 94.3235, s0.loss_bbox: 0.0859, s0.loss_mask: 0.1869, s1.loss_cls: 0.0730, s1.acc: 94.7338, s1.loss_bbox: 0.0979, s1.loss_mask: 0.0886, s2.loss_cls: 0.0377, s2.acc: 94.4914, s2.loss_bbox: 0.0639, s2.loss_mask: 0.0419, loss: 1.0583 2022-06-07 05:59:51,817 - mmdet - INFO - Epoch [19][1600/7330] lr: 1.000e-04, eta: 2 days, 5:27:14, time: 1.454, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0262, loss_semantic_seg: 0.1702, s0.loss_cls: 0.1582, s0.acc: 94.1833, s0.loss_bbox: 0.0921, s0.loss_mask: 0.1932, s1.loss_cls: 0.0726, s1.acc: 94.6765, s1.loss_bbox: 0.1023, s1.loss_mask: 0.0913, s2.loss_cls: 0.0369, s2.acc: 94.4962, s2.loss_bbox: 0.0675, s2.loss_mask: 0.0431, loss: 1.0747 2022-06-07 06:01:05,643 - mmdet - INFO - Epoch [19][1650/7330] lr: 1.000e-04, eta: 2 days, 5:26:00, time: 1.477, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0281, loss_semantic_seg: 0.1659, s0.loss_cls: 0.1595, s0.acc: 94.1819, s0.loss_bbox: 0.0899, s0.loss_mask: 0.1972, s1.loss_cls: 0.0741, s1.acc: 94.6501, s1.loss_bbox: 0.0974, s1.loss_mask: 0.0935, s2.loss_cls: 0.0382, s2.acc: 94.3413, s2.loss_bbox: 0.0628, s2.loss_mask: 0.0439, loss: 1.0730 2022-06-07 06:02:19,578 - mmdet - INFO - Epoch [19][1700/7330] lr: 1.000e-04, eta: 2 days, 5:24:47, time: 1.479, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0268, loss_semantic_seg: 0.1748, s0.loss_cls: 0.1621, s0.acc: 94.2256, s0.loss_bbox: 0.0883, s0.loss_mask: 0.1894, s1.loss_cls: 0.0750, s1.acc: 94.6850, s1.loss_bbox: 0.0971, s1.loss_mask: 0.0888, s2.loss_cls: 0.0381, s2.acc: 94.4699, s2.loss_bbox: 0.0639, s2.loss_mask: 0.0422, loss: 1.0675 2022-06-07 06:03:32,656 - mmdet - INFO - Epoch [19][1750/7330] lr: 1.000e-04, eta: 2 days, 5:23:32, time: 1.462, data_time: 0.011, memory: 64799, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0264, loss_semantic_seg: 0.1715, s0.loss_cls: 0.1499, s0.acc: 94.4900, s0.loss_bbox: 0.0865, s0.loss_mask: 0.1942, s1.loss_cls: 0.0686, s1.acc: 94.9236, s1.loss_bbox: 0.0965, s1.loss_mask: 0.0919, s2.loss_cls: 0.0354, s2.acc: 94.6097, s2.loss_bbox: 0.0626, s2.loss_mask: 0.0436, loss: 1.0471 2022-06-07 06:04:45,666 - mmdet - INFO - Epoch [19][1800/7330] lr: 1.000e-04, eta: 2 days, 5:22:18, time: 1.460, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0276, loss_semantic_seg: 0.1714, s0.loss_cls: 0.1600, s0.acc: 94.2139, s0.loss_bbox: 0.0919, s0.loss_mask: 0.1966, s1.loss_cls: 0.0748, s1.acc: 94.6166, s1.loss_bbox: 0.1001, s1.loss_mask: 0.0924, s2.loss_cls: 0.0375, s2.acc: 94.4855, s2.loss_bbox: 0.0646, s2.loss_mask: 0.0436, loss: 1.0824 2022-06-07 06:05:59,559 - mmdet - INFO - Epoch [19][1850/7330] lr: 1.000e-04, eta: 2 days, 5:21:04, time: 1.477, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0270, loss_semantic_seg: 0.1795, s0.loss_cls: 0.1539, s0.acc: 94.3352, s0.loss_bbox: 0.0897, s0.loss_mask: 0.1919, s1.loss_cls: 0.0708, s1.acc: 94.7974, s1.loss_bbox: 0.1001, s1.loss_mask: 0.0900, s2.loss_cls: 0.0372, s2.acc: 94.3992, s2.loss_bbox: 0.0645, s2.loss_mask: 0.0423, loss: 1.0680 2022-06-07 06:07:12,961 - mmdet - INFO - Epoch [19][1900/7330] lr: 1.000e-04, eta: 2 days, 5:19:50, time: 1.468, data_time: 0.020, memory: 64799, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0270, loss_semantic_seg: 0.1720, s0.loss_cls: 0.1553, s0.acc: 94.3232, s0.loss_bbox: 0.0880, s0.loss_mask: 0.1923, s1.loss_cls: 0.0711, s1.acc: 94.8195, s1.loss_bbox: 0.0977, s1.loss_mask: 0.0891, s2.loss_cls: 0.0359, s2.acc: 94.6702, s2.loss_bbox: 0.0629, s2.loss_mask: 0.0419, loss: 1.0544 2022-06-07 06:08:26,331 - mmdet - INFO - Epoch [19][1950/7330] lr: 1.000e-04, eta: 2 days, 5:18:35, time: 1.467, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0272, loss_semantic_seg: 0.1674, s0.loss_cls: 0.1581, s0.acc: 94.1904, s0.loss_bbox: 0.0895, s0.loss_mask: 0.2005, s1.loss_cls: 0.0743, s1.acc: 94.5706, s1.loss_bbox: 0.0992, s1.loss_mask: 0.0944, s2.loss_cls: 0.0371, s2.acc: 94.4145, s2.loss_bbox: 0.0650, s2.loss_mask: 0.0445, loss: 1.0794 2022-06-07 06:09:40,180 - mmdet - INFO - Epoch [19][2000/7330] lr: 1.000e-04, eta: 2 days, 5:17:22, time: 1.477, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0262, loss_semantic_seg: 0.1681, s0.loss_cls: 0.1568, s0.acc: 94.2017, s0.loss_bbox: 0.0885, s0.loss_mask: 0.1928, s1.loss_cls: 0.0718, s1.acc: 94.6389, s1.loss_bbox: 0.0966, s1.loss_mask: 0.0911, s2.loss_cls: 0.0363, s2.acc: 94.4919, s2.loss_bbox: 0.0636, s2.loss_mask: 0.0430, loss: 1.0549 2022-06-07 06:10:54,877 - mmdet - INFO - Epoch [19][2050/7330] lr: 1.000e-04, eta: 2 days, 5:16:09, time: 1.494, data_time: 0.024, memory: 64799, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0283, loss_semantic_seg: 0.1686, s0.loss_cls: 0.1496, s0.acc: 94.3967, s0.loss_bbox: 0.0904, s0.loss_mask: 0.1972, s1.loss_cls: 0.0695, s1.acc: 94.7959, s1.loss_bbox: 0.0998, s1.loss_mask: 0.0925, s2.loss_cls: 0.0358, s2.acc: 94.5659, s2.loss_bbox: 0.0642, s2.loss_mask: 0.0437, loss: 1.0612 2022-06-07 06:12:07,571 - mmdet - INFO - Epoch [19][2100/7330] lr: 1.000e-04, eta: 2 days, 5:14:54, time: 1.454, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0269, loss_semantic_seg: 0.1676, s0.loss_cls: 0.1570, s0.acc: 94.3408, s0.loss_bbox: 0.0920, s0.loss_mask: 0.1932, s1.loss_cls: 0.0736, s1.acc: 94.7930, s1.loss_bbox: 0.1021, s1.loss_mask: 0.0909, s2.loss_cls: 0.0373, s2.acc: 94.5930, s2.loss_bbox: 0.0667, s2.loss_mask: 0.0431, loss: 1.0723 2022-06-07 06:13:20,831 - mmdet - INFO - Epoch [19][2150/7330] lr: 1.000e-04, eta: 2 days, 5:13:39, time: 1.465, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0193, loss_rpn_bbox: 0.0258, loss_semantic_seg: 0.1694, s0.loss_cls: 0.1487, s0.acc: 94.6960, s0.loss_bbox: 0.0841, s0.loss_mask: 0.1870, s1.loss_cls: 0.0693, s1.acc: 95.0884, s1.loss_bbox: 0.0917, s1.loss_mask: 0.0877, s2.loss_cls: 0.0349, s2.acc: 94.9013, s2.loss_bbox: 0.0605, s2.loss_mask: 0.0415, loss: 1.0198 2022-06-07 06:14:34,079 - mmdet - INFO - Epoch [19][2200/7330] lr: 1.000e-04, eta: 2 days, 5:12:25, time: 1.465, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0181, loss_rpn_bbox: 0.0257, loss_semantic_seg: 0.1769, s0.loss_cls: 0.1578, s0.acc: 94.2952, s0.loss_bbox: 0.0904, s0.loss_mask: 0.1938, s1.loss_cls: 0.0723, s1.acc: 94.7852, s1.loss_bbox: 0.1011, s1.loss_mask: 0.0904, s2.loss_cls: 0.0366, s2.acc: 94.6165, s2.loss_bbox: 0.0660, s2.loss_mask: 0.0427, loss: 1.0718 2022-06-07 06:15:47,895 - mmdet - INFO - Epoch [19][2250/7330] lr: 1.000e-04, eta: 2 days, 5:11:11, time: 1.476, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0251, loss_semantic_seg: 0.1695, s0.loss_cls: 0.1547, s0.acc: 94.3635, s0.loss_bbox: 0.0878, s0.loss_mask: 0.1918, s1.loss_cls: 0.0711, s1.acc: 94.8841, s1.loss_bbox: 0.0996, s1.loss_mask: 0.0914, s2.loss_cls: 0.0365, s2.acc: 94.5827, s2.loss_bbox: 0.0649, s2.loss_mask: 0.0432, loss: 1.0573 2022-06-07 06:17:01,803 - mmdet - INFO - Epoch [19][2300/7330] lr: 1.000e-04, eta: 2 days, 5:09:57, time: 1.478, data_time: 0.012, memory: 64799, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0278, loss_semantic_seg: 0.1696, s0.loss_cls: 0.1564, s0.acc: 94.2827, s0.loss_bbox: 0.0872, s0.loss_mask: 0.1906, s1.loss_cls: 0.0739, s1.acc: 94.5536, s1.loss_bbox: 0.0961, s1.loss_mask: 0.0899, s2.loss_cls: 0.0375, s2.acc: 94.3852, s2.loss_bbox: 0.0630, s2.loss_mask: 0.0425, loss: 1.0580 2022-06-07 06:18:15,759 - mmdet - INFO - Epoch [19][2350/7330] lr: 1.000e-04, eta: 2 days, 5:08:44, time: 1.479, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0274, loss_semantic_seg: 0.1716, s0.loss_cls: 0.1516, s0.acc: 94.4724, s0.loss_bbox: 0.0876, s0.loss_mask: 0.1848, s1.loss_cls: 0.0695, s1.acc: 94.9269, s1.loss_bbox: 0.0985, s1.loss_mask: 0.0870, s2.loss_cls: 0.0351, s2.acc: 94.7885, s2.loss_bbox: 0.0631, s2.loss_mask: 0.0410, loss: 1.0367 2022-06-07 06:19:30,790 - mmdet - INFO - Epoch [19][2400/7330] lr: 1.000e-04, eta: 2 days, 5:07:31, time: 1.500, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0275, loss_semantic_seg: 0.1738, s0.loss_cls: 0.1604, s0.acc: 94.0410, s0.loss_bbox: 0.0898, s0.loss_mask: 0.1893, s1.loss_cls: 0.0740, s1.acc: 94.4817, s1.loss_bbox: 0.1005, s1.loss_mask: 0.0890, s2.loss_cls: 0.0379, s2.acc: 94.2213, s2.loss_bbox: 0.0659, s2.loss_mask: 0.0422, loss: 1.0702 2022-06-07 06:20:45,062 - mmdet - INFO - Epoch [19][2450/7330] lr: 1.000e-04, eta: 2 days, 5:06:18, time: 1.485, data_time: 0.024, memory: 64799, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0271, loss_semantic_seg: 0.1707, s0.loss_cls: 0.1638, s0.acc: 94.0581, s0.loss_bbox: 0.0923, s0.loss_mask: 0.1955, s1.loss_cls: 0.0769, s1.acc: 94.4010, s1.loss_bbox: 0.1017, s1.loss_mask: 0.0915, s2.loss_cls: 0.0388, s2.acc: 94.2818, s2.loss_bbox: 0.0665, s2.loss_mask: 0.0429, loss: 1.0890 2022-06-07 06:21:58,939 - mmdet - INFO - Epoch [19][2500/7330] lr: 1.000e-04, eta: 2 days, 5:05:04, time: 1.476, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0258, loss_semantic_seg: 0.1668, s0.loss_cls: 0.1556, s0.acc: 94.2910, s0.loss_bbox: 0.0894, s0.loss_mask: 0.1900, s1.loss_cls: 0.0733, s1.acc: 94.6341, s1.loss_bbox: 0.0980, s1.loss_mask: 0.0883, s2.loss_cls: 0.0376, s2.acc: 94.4360, s2.loss_bbox: 0.0620, s2.loss_mask: 0.0415, loss: 1.0483 2022-06-07 06:23:12,700 - mmdet - INFO - Epoch [19][2550/7330] lr: 1.000e-04, eta: 2 days, 5:03:50, time: 1.477, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0190, loss_rpn_bbox: 0.0262, loss_semantic_seg: 0.1660, s0.loss_cls: 0.1476, s0.acc: 94.5964, s0.loss_bbox: 0.0860, s0.loss_mask: 0.1899, s1.loss_cls: 0.0678, s1.acc: 95.0397, s1.loss_bbox: 0.0945, s1.loss_mask: 0.0896, s2.loss_cls: 0.0345, s2.acc: 94.8805, s2.loss_bbox: 0.0624, s2.loss_mask: 0.0427, loss: 1.0263 2022-06-07 06:24:26,318 - mmdet - INFO - Epoch [19][2600/7330] lr: 1.000e-04, eta: 2 days, 5:02:36, time: 1.471, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0275, loss_semantic_seg: 0.1710, s0.loss_cls: 0.1633, s0.acc: 94.1604, s0.loss_bbox: 0.0902, s0.loss_mask: 0.1937, s1.loss_cls: 0.0748, s1.acc: 94.6597, s1.loss_bbox: 0.0982, s1.loss_mask: 0.0900, s2.loss_cls: 0.0387, s2.acc: 94.3553, s2.loss_bbox: 0.0627, s2.loss_mask: 0.0426, loss: 1.0747 2022-06-07 06:25:39,846 - mmdet - INFO - Epoch [19][2650/7330] lr: 1.000e-04, eta: 2 days, 5:01:22, time: 1.472, data_time: 0.023, memory: 64799, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0273, loss_semantic_seg: 0.1756, s0.loss_cls: 0.1657, s0.acc: 93.9858, s0.loss_bbox: 0.0917, s0.loss_mask: 0.1935, s1.loss_cls: 0.0773, s1.acc: 94.4373, s1.loss_bbox: 0.1013, s1.loss_mask: 0.0910, s2.loss_cls: 0.0393, s2.acc: 94.1344, s2.loss_bbox: 0.0650, s2.loss_mask: 0.0431, loss: 1.0915 2022-06-07 06:26:54,108 - mmdet - INFO - Epoch [19][2700/7330] lr: 1.000e-04, eta: 2 days, 5:00:09, time: 1.485, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0273, loss_semantic_seg: 0.1742, s0.loss_cls: 0.1678, s0.acc: 93.8140, s0.loss_bbox: 0.0918, s0.loss_mask: 0.1945, s1.loss_cls: 0.0793, s1.acc: 94.1502, s1.loss_bbox: 0.1026, s1.loss_mask: 0.0915, s2.loss_cls: 0.0410, s2.acc: 93.9879, s2.loss_bbox: 0.0660, s2.loss_mask: 0.0436, loss: 1.1012 2022-06-07 06:28:08,225 - mmdet - INFO - Epoch [19][2750/7330] lr: 1.000e-04, eta: 2 days, 4:58:55, time: 1.482, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0281, loss_semantic_seg: 0.1725, s0.loss_cls: 0.1565, s0.acc: 94.2739, s0.loss_bbox: 0.0868, s0.loss_mask: 0.1894, s1.loss_cls: 0.0724, s1.acc: 94.7746, s1.loss_bbox: 0.0982, s1.loss_mask: 0.0891, s2.loss_cls: 0.0378, s2.acc: 94.3888, s2.loss_bbox: 0.0648, s2.loss_mask: 0.0418, loss: 1.0581 2022-06-07 06:29:22,346 - mmdet - INFO - Epoch [19][2800/7330] lr: 1.000e-04, eta: 2 days, 4:57:41, time: 1.482, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0274, loss_semantic_seg: 0.1754, s0.loss_cls: 0.1570, s0.acc: 94.1326, s0.loss_bbox: 0.0901, s0.loss_mask: 0.1930, s1.loss_cls: 0.0721, s1.acc: 94.6267, s1.loss_bbox: 0.0984, s1.loss_mask: 0.0904, s2.loss_cls: 0.0367, s2.acc: 94.4783, s2.loss_bbox: 0.0637, s2.loss_mask: 0.0429, loss: 1.0672 2022-06-07 06:30:36,682 - mmdet - INFO - Epoch [19][2850/7330] lr: 1.000e-04, eta: 2 days, 4:56:28, time: 1.487, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0193, loss_rpn_bbox: 0.0255, loss_semantic_seg: 0.1667, s0.loss_cls: 0.1561, s0.acc: 94.3232, s0.loss_bbox: 0.0862, s0.loss_mask: 0.1863, s1.loss_cls: 0.0715, s1.acc: 94.8252, s1.loss_bbox: 0.0992, s1.loss_mask: 0.0873, s2.loss_cls: 0.0364, s2.acc: 94.6868, s2.loss_bbox: 0.0659, s2.loss_mask: 0.0413, loss: 1.0417 2022-06-07 06:31:50,376 - mmdet - INFO - Epoch [19][2900/7330] lr: 1.000e-04, eta: 2 days, 4:55:14, time: 1.473, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0269, loss_semantic_seg: 0.1702, s0.loss_cls: 0.1546, s0.acc: 94.3762, s0.loss_bbox: 0.0888, s0.loss_mask: 0.1867, s1.loss_cls: 0.0717, s1.acc: 94.8345, s1.loss_bbox: 0.1002, s1.loss_mask: 0.0880, s2.loss_cls: 0.0357, s2.acc: 94.6854, s2.loss_bbox: 0.0654, s2.loss_mask: 0.0417, loss: 1.0508 2022-06-07 06:33:05,201 - mmdet - INFO - Epoch [19][2950/7330] lr: 1.000e-04, eta: 2 days, 4:54:01, time: 1.497, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0277, loss_semantic_seg: 0.1720, s0.loss_cls: 0.1671, s0.acc: 93.8994, s0.loss_bbox: 0.0933, s0.loss_mask: 0.1958, s1.loss_cls: 0.0768, s1.acc: 94.3565, s1.loss_bbox: 0.1003, s1.loss_mask: 0.0923, s2.loss_cls: 0.0391, s2.acc: 94.1083, s2.loss_bbox: 0.0647, s2.loss_mask: 0.0435, loss: 1.0956 2022-06-07 06:34:19,708 - mmdet - INFO - Epoch [19][3000/7330] lr: 1.000e-04, eta: 2 days, 4:52:48, time: 1.490, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0267, loss_semantic_seg: 0.1730, s0.loss_cls: 0.1624, s0.acc: 93.9380, s0.loss_bbox: 0.0923, s0.loss_mask: 0.1926, s1.loss_cls: 0.0745, s1.acc: 94.4718, s1.loss_bbox: 0.1009, s1.loss_mask: 0.0906, s2.loss_cls: 0.0383, s2.acc: 94.1516, s2.loss_bbox: 0.0663, s2.loss_mask: 0.0428, loss: 1.0816 2022-06-07 06:35:33,525 - mmdet - INFO - Epoch [19][3050/7330] lr: 1.000e-04, eta: 2 days, 4:51:34, time: 1.477, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0262, loss_semantic_seg: 0.1682, s0.loss_cls: 0.1545, s0.acc: 94.2756, s0.loss_bbox: 0.0904, s0.loss_mask: 0.1884, s1.loss_cls: 0.0721, s1.acc: 94.6901, s1.loss_bbox: 0.0983, s1.loss_mask: 0.0890, s2.loss_cls: 0.0363, s2.acc: 94.5754, s2.loss_bbox: 0.0636, s2.loss_mask: 0.0422, loss: 1.0499 2022-06-07 06:36:47,587 - mmdet - INFO - Epoch [19][3100/7330] lr: 1.000e-04, eta: 2 days, 4:50:21, time: 1.481, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0187, loss_rpn_bbox: 0.0274, loss_semantic_seg: 0.1686, s0.loss_cls: 0.1591, s0.acc: 94.2156, s0.loss_bbox: 0.0917, s0.loss_mask: 0.1964, s1.loss_cls: 0.0732, s1.acc: 94.6497, s1.loss_bbox: 0.1020, s1.loss_mask: 0.0921, s2.loss_cls: 0.0372, s2.acc: 94.4125, s2.loss_bbox: 0.0666, s2.loss_mask: 0.0435, loss: 1.0765 2022-06-07 06:38:02,709 - mmdet - INFO - Epoch [19][3150/7330] lr: 1.000e-04, eta: 2 days, 4:49:08, time: 1.502, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0287, loss_semantic_seg: 0.1691, s0.loss_cls: 0.1659, s0.acc: 94.0413, s0.loss_bbox: 0.0912, s0.loss_mask: 0.1954, s1.loss_cls: 0.0775, s1.acc: 94.4148, s1.loss_bbox: 0.0994, s1.loss_mask: 0.0923, s2.loss_cls: 0.0392, s2.acc: 94.3175, s2.loss_bbox: 0.0640, s2.loss_mask: 0.0437, loss: 1.0889 2022-06-07 06:39:17,310 - mmdet - INFO - Epoch [19][3200/7330] lr: 1.000e-04, eta: 2 days, 4:47:55, time: 1.491, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0192, loss_rpn_bbox: 0.0274, loss_semantic_seg: 0.1805, s0.loss_cls: 0.1510, s0.acc: 94.5508, s0.loss_bbox: 0.0864, s0.loss_mask: 0.1935, s1.loss_cls: 0.0689, s1.acc: 95.0722, s1.loss_bbox: 0.0972, s1.loss_mask: 0.0910, s2.loss_cls: 0.0351, s2.acc: 94.8807, s2.loss_bbox: 0.0638, s2.loss_mask: 0.0430, loss: 1.0569 2022-06-07 06:40:31,718 - mmdet - INFO - Epoch [19][3250/7330] lr: 1.000e-04, eta: 2 days, 4:46:42, time: 1.489, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0258, loss_semantic_seg: 0.1671, s0.loss_cls: 0.1450, s0.acc: 94.6919, s0.loss_bbox: 0.0862, s0.loss_mask: 0.1907, s1.loss_cls: 0.0667, s1.acc: 95.1206, s1.loss_bbox: 0.0935, s1.loss_mask: 0.0907, s2.loss_cls: 0.0341, s2.acc: 94.8948, s2.loss_bbox: 0.0615, s2.loss_mask: 0.0435, loss: 1.0275 2022-06-07 06:41:45,122 - mmdet - INFO - Epoch [19][3300/7330] lr: 1.000e-04, eta: 2 days, 4:45:28, time: 1.468, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0269, loss_semantic_seg: 0.1741, s0.loss_cls: 0.1554, s0.acc: 94.2612, s0.loss_bbox: 0.0897, s0.loss_mask: 0.1947, s1.loss_cls: 0.0723, s1.acc: 94.7058, s1.loss_bbox: 0.1029, s1.loss_mask: 0.0920, s2.loss_cls: 0.0375, s2.acc: 94.4180, s2.loss_bbox: 0.0658, s2.loss_mask: 0.0434, loss: 1.0759 2022-06-07 06:42:58,915 - mmdet - INFO - Epoch [19][3350/7330] lr: 1.000e-04, eta: 2 days, 4:44:14, time: 1.476, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0254, loss_semantic_seg: 0.1728, s0.loss_cls: 0.1475, s0.acc: 94.6692, s0.loss_bbox: 0.0823, s0.loss_mask: 0.1885, s1.loss_cls: 0.0676, s1.acc: 95.1519, s1.loss_bbox: 0.0916, s1.loss_mask: 0.0887, s2.loss_cls: 0.0351, s2.acc: 94.8881, s2.loss_bbox: 0.0614, s2.loss_mask: 0.0423, loss: 1.0229 2022-06-07 06:44:12,385 - mmdet - INFO - Epoch [19][3400/7330] lr: 1.000e-04, eta: 2 days, 4:43:00, time: 1.469, data_time: 0.010, memory: 64799, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0279, loss_semantic_seg: 0.1787, s0.loss_cls: 0.1518, s0.acc: 94.4602, s0.loss_bbox: 0.0869, s0.loss_mask: 0.1914, s1.loss_cls: 0.0699, s1.acc: 94.8631, s1.loss_bbox: 0.0951, s1.loss_mask: 0.0900, s2.loss_cls: 0.0358, s2.acc: 94.6237, s2.loss_bbox: 0.0615, s2.loss_mask: 0.0425, loss: 1.0526 2022-06-07 06:45:26,521 - mmdet - INFO - Epoch [19][3450/7330] lr: 1.000e-04, eta: 2 days, 4:41:46, time: 1.481, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0254, loss_semantic_seg: 0.1788, s0.loss_cls: 0.1561, s0.acc: 94.3086, s0.loss_bbox: 0.0905, s0.loss_mask: 0.1953, s1.loss_cls: 0.0723, s1.acc: 94.7584, s1.loss_bbox: 0.0998, s1.loss_mask: 0.0914, s2.loss_cls: 0.0364, s2.acc: 94.6524, s2.loss_bbox: 0.0644, s2.loss_mask: 0.0431, loss: 1.0740 2022-06-07 06:46:40,522 - mmdet - INFO - Epoch [19][3500/7330] lr: 1.000e-04, eta: 2 days, 4:40:32, time: 1.482, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0257, loss_semantic_seg: 0.1802, s0.loss_cls: 0.1601, s0.acc: 94.3071, s0.loss_bbox: 0.0922, s0.loss_mask: 0.2000, s1.loss_cls: 0.0743, s1.acc: 94.7446, s1.loss_bbox: 0.1004, s1.loss_mask: 0.0940, s2.loss_cls: 0.0374, s2.acc: 94.6090, s2.loss_bbox: 0.0644, s2.loss_mask: 0.0444, loss: 1.0945 2022-06-07 06:47:54,226 - mmdet - INFO - Epoch [19][3550/7330] lr: 1.000e-04, eta: 2 days, 4:39:18, time: 1.475, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0284, loss_semantic_seg: 0.1636, s0.loss_cls: 0.1629, s0.acc: 94.0115, s0.loss_bbox: 0.0940, s0.loss_mask: 0.1972, s1.loss_cls: 0.0758, s1.acc: 94.4958, s1.loss_bbox: 0.1036, s1.loss_mask: 0.0929, s2.loss_cls: 0.0385, s2.acc: 94.3140, s2.loss_bbox: 0.0661, s2.loss_mask: 0.0438, loss: 1.0879 2022-06-07 06:49:07,997 - mmdet - INFO - Epoch [19][3600/7330] lr: 1.000e-04, eta: 2 days, 4:38:05, time: 1.475, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0261, loss_semantic_seg: 0.1648, s0.loss_cls: 0.1523, s0.acc: 94.4065, s0.loss_bbox: 0.0873, s0.loss_mask: 0.1898, s1.loss_cls: 0.0683, s1.acc: 95.0227, s1.loss_bbox: 0.0973, s1.loss_mask: 0.0897, s2.loss_cls: 0.0349, s2.acc: 94.8386, s2.loss_bbox: 0.0635, s2.loss_mask: 0.0420, loss: 1.0364 2022-06-07 06:50:21,935 - mmdet - INFO - Epoch [19][3650/7330] lr: 1.000e-04, eta: 2 days, 4:36:51, time: 1.479, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0259, loss_semantic_seg: 0.1837, s0.loss_cls: 0.1622, s0.acc: 94.2192, s0.loss_bbox: 0.0891, s0.loss_mask: 0.1909, s1.loss_cls: 0.0751, s1.acc: 94.7177, s1.loss_bbox: 0.0981, s1.loss_mask: 0.0896, s2.loss_cls: 0.0381, s2.acc: 94.4855, s2.loss_bbox: 0.0618, s2.loss_mask: 0.0425, loss: 1.0765 2022-06-07 06:51:35,417 - mmdet - INFO - Epoch [19][3700/7330] lr: 1.000e-04, eta: 2 days, 4:35:37, time: 1.470, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0277, loss_semantic_seg: 0.1779, s0.loss_cls: 0.1598, s0.acc: 94.2495, s0.loss_bbox: 0.0929, s0.loss_mask: 0.1958, s1.loss_cls: 0.0734, s1.acc: 94.7948, s1.loss_bbox: 0.1043, s1.loss_mask: 0.0928, s2.loss_cls: 0.0380, s2.acc: 94.4640, s2.loss_bbox: 0.0675, s2.loss_mask: 0.0436, loss: 1.0939 2022-06-07 06:52:50,317 - mmdet - INFO - Epoch [19][3750/7330] lr: 1.000e-04, eta: 2 days, 4:34:24, time: 1.498, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0275, loss_semantic_seg: 0.1641, s0.loss_cls: 0.1524, s0.acc: 94.3730, s0.loss_bbox: 0.0881, s0.loss_mask: 0.1951, s1.loss_cls: 0.0710, s1.acc: 94.7497, s1.loss_bbox: 0.1003, s1.loss_mask: 0.0923, s2.loss_cls: 0.0363, s2.acc: 94.5820, s2.loss_bbox: 0.0660, s2.loss_mask: 0.0440, loss: 1.0570 2022-06-07 06:54:04,180 - mmdet - INFO - Epoch [19][3800/7330] lr: 1.000e-04, eta: 2 days, 4:33:10, time: 1.475, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0279, loss_semantic_seg: 0.1761, s0.loss_cls: 0.1601, s0.acc: 94.1768, s0.loss_bbox: 0.0933, s0.loss_mask: 0.1954, s1.loss_cls: 0.0735, s1.acc: 94.6371, s1.loss_bbox: 0.1008, s1.loss_mask: 0.0912, s2.loss_cls: 0.0372, s2.acc: 94.6137, s2.loss_bbox: 0.0664, s2.loss_mask: 0.0430, loss: 1.0874 2022-06-07 06:55:17,693 - mmdet - INFO - Epoch [19][3850/7330] lr: 1.000e-04, eta: 2 days, 4:31:56, time: 1.472, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0193, loss_rpn_bbox: 0.0250, loss_semantic_seg: 0.1690, s0.loss_cls: 0.1528, s0.acc: 94.2485, s0.loss_bbox: 0.0884, s0.loss_mask: 0.1889, s1.loss_cls: 0.0704, s1.acc: 94.7913, s1.loss_bbox: 0.0960, s1.loss_mask: 0.0892, s2.loss_cls: 0.0356, s2.acc: 94.6486, s2.loss_bbox: 0.0618, s2.loss_mask: 0.0422, loss: 1.0386 2022-06-07 06:56:32,354 - mmdet - INFO - Epoch [19][3900/7330] lr: 1.000e-04, eta: 2 days, 4:30:43, time: 1.493, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0270, loss_semantic_seg: 0.1741, s0.loss_cls: 0.1627, s0.acc: 94.1650, s0.loss_bbox: 0.0927, s0.loss_mask: 0.2002, s1.loss_cls: 0.0764, s1.acc: 94.5970, s1.loss_bbox: 0.1022, s1.loss_mask: 0.0945, s2.loss_cls: 0.0380, s2.acc: 94.5220, s2.loss_bbox: 0.0655, s2.loss_mask: 0.0446, loss: 1.0997 2022-06-07 06:57:45,418 - mmdet - INFO - Epoch [19][3950/7330] lr: 1.000e-04, eta: 2 days, 4:29:28, time: 1.461, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0185, loss_rpn_bbox: 0.0240, loss_semantic_seg: 0.1806, s0.loss_cls: 0.1538, s0.acc: 94.4304, s0.loss_bbox: 0.0896, s0.loss_mask: 0.1912, s1.loss_cls: 0.0702, s1.acc: 94.8989, s1.loss_bbox: 0.0995, s1.loss_mask: 0.0898, s2.loss_cls: 0.0366, s2.acc: 94.6048, s2.loss_bbox: 0.0643, s2.loss_mask: 0.0424, loss: 1.0604 2022-06-07 06:58:58,856 - mmdet - INFO - Epoch [19][4000/7330] lr: 1.000e-04, eta: 2 days, 4:28:14, time: 1.469, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0188, loss_rpn_bbox: 0.0252, loss_semantic_seg: 0.1710, s0.loss_cls: 0.1456, s0.acc: 94.5532, s0.loss_bbox: 0.0855, s0.loss_mask: 0.1889, s1.loss_cls: 0.0664, s1.acc: 95.1020, s1.loss_bbox: 0.0981, s1.loss_mask: 0.0890, s2.loss_cls: 0.0343, s2.acc: 94.7499, s2.loss_bbox: 0.0630, s2.loss_mask: 0.0420, loss: 1.0278 2022-06-07 07:00:12,668 - mmdet - INFO - Epoch [19][4050/7330] lr: 1.000e-04, eta: 2 days, 4:27:00, time: 1.476, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0193, loss_rpn_bbox: 0.0292, loss_semantic_seg: 0.1770, s0.loss_cls: 0.1680, s0.acc: 93.9688, s0.loss_bbox: 0.0919, s0.loss_mask: 0.1943, s1.loss_cls: 0.0767, s1.acc: 94.5087, s1.loss_bbox: 0.1040, s1.loss_mask: 0.0922, s2.loss_cls: 0.0398, s2.acc: 94.2387, s2.loss_bbox: 0.0676, s2.loss_mask: 0.0435, loss: 1.1034 2022-06-07 07:01:26,804 - mmdet - INFO - Epoch [19][4100/7330] lr: 1.000e-04, eta: 2 days, 4:25:47, time: 1.483, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0265, loss_semantic_seg: 0.1647, s0.loss_cls: 0.1606, s0.acc: 94.0774, s0.loss_bbox: 0.0909, s0.loss_mask: 0.1916, s1.loss_cls: 0.0751, s1.acc: 94.4845, s1.loss_bbox: 0.1009, s1.loss_mask: 0.0904, s2.loss_cls: 0.0390, s2.acc: 94.1525, s2.loss_bbox: 0.0647, s2.loss_mask: 0.0425, loss: 1.0664 2022-06-07 07:02:39,763 - mmdet - INFO - Epoch [19][4150/7330] lr: 1.000e-04, eta: 2 days, 4:24:32, time: 1.459, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0265, loss_semantic_seg: 0.1639, s0.loss_cls: 0.1612, s0.acc: 94.1111, s0.loss_bbox: 0.0928, s0.loss_mask: 0.1935, s1.loss_cls: 0.0749, s1.acc: 94.5572, s1.loss_bbox: 0.1006, s1.loss_mask: 0.0917, s2.loss_cls: 0.0379, s2.acc: 94.3945, s2.loss_bbox: 0.0645, s2.loss_mask: 0.0433, loss: 1.0715 2022-06-07 07:03:53,702 - mmdet - INFO - Epoch [19][4200/7330] lr: 1.000e-04, eta: 2 days, 4:23:19, time: 1.479, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0255, loss_semantic_seg: 0.1694, s0.loss_cls: 0.1540, s0.acc: 94.3984, s0.loss_bbox: 0.0917, s0.loss_mask: 0.1956, s1.loss_cls: 0.0713, s1.acc: 94.8337, s1.loss_bbox: 0.0999, s1.loss_mask: 0.0912, s2.loss_cls: 0.0364, s2.acc: 94.6219, s2.loss_bbox: 0.0637, s2.loss_mask: 0.0430, loss: 1.0616 2022-06-07 07:05:06,655 - mmdet - INFO - Epoch [19][4250/7330] lr: 1.000e-04, eta: 2 days, 4:22:04, time: 1.459, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0262, loss_semantic_seg: 0.1775, s0.loss_cls: 0.1559, s0.acc: 94.2439, s0.loss_bbox: 0.0905, s0.loss_mask: 0.1963, s1.loss_cls: 0.0729, s1.acc: 94.5721, s1.loss_bbox: 0.0995, s1.loss_mask: 0.0927, s2.loss_cls: 0.0376, s2.acc: 94.3097, s2.loss_bbox: 0.0629, s2.loss_mask: 0.0434, loss: 1.0765 2022-06-07 07:06:21,165 - mmdet - INFO - Epoch [19][4300/7330] lr: 1.000e-04, eta: 2 days, 4:20:51, time: 1.488, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0271, loss_semantic_seg: 0.1687, s0.loss_cls: 0.1694, s0.acc: 93.8257, s0.loss_bbox: 0.0966, s0.loss_mask: 0.1983, s1.loss_cls: 0.0788, s1.acc: 94.2984, s1.loss_bbox: 0.1055, s1.loss_mask: 0.0929, s2.loss_cls: 0.0399, s2.acc: 94.0896, s2.loss_bbox: 0.0677, s2.loss_mask: 0.0439, loss: 1.1115 2022-06-07 07:07:34,783 - mmdet - INFO - Epoch [19][4350/7330] lr: 1.000e-04, eta: 2 days, 4:19:37, time: 1.474, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0271, loss_semantic_seg: 0.1828, s0.loss_cls: 0.1547, s0.acc: 94.3755, s0.loss_bbox: 0.0903, s0.loss_mask: 0.1926, s1.loss_cls: 0.0725, s1.acc: 94.7363, s1.loss_bbox: 0.1000, s1.loss_mask: 0.0899, s2.loss_cls: 0.0367, s2.acc: 94.5202, s2.loss_bbox: 0.0641, s2.loss_mask: 0.0424, loss: 1.0738 2022-06-07 07:08:50,442 - mmdet - INFO - Epoch [19][4400/7330] lr: 1.000e-04, eta: 2 days, 4:18:25, time: 1.512, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0276, loss_semantic_seg: 0.1686, s0.loss_cls: 0.1732, s0.acc: 93.7278, s0.loss_bbox: 0.0970, s0.loss_mask: 0.1988, s1.loss_cls: 0.0802, s1.acc: 94.2181, s1.loss_bbox: 0.1050, s1.loss_mask: 0.0934, s2.loss_cls: 0.0404, s2.acc: 94.0597, s2.loss_bbox: 0.0667, s2.loss_mask: 0.0440, loss: 1.1164 2022-06-07 07:10:03,789 - mmdet - INFO - Epoch [19][4450/7330] lr: 1.000e-04, eta: 2 days, 4:17:10, time: 1.467, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0258, loss_semantic_seg: 0.1753, s0.loss_cls: 0.1692, s0.acc: 93.8601, s0.loss_bbox: 0.0934, s0.loss_mask: 0.1939, s1.loss_cls: 0.0767, s1.acc: 94.4525, s1.loss_bbox: 0.1018, s1.loss_mask: 0.0915, s2.loss_cls: 0.0392, s2.acc: 94.2377, s2.loss_bbox: 0.0653, s2.loss_mask: 0.0434, loss: 1.0968 2022-06-07 07:11:17,133 - mmdet - INFO - Epoch [19][4500/7330] lr: 1.000e-04, eta: 2 days, 4:15:56, time: 1.467, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0185, loss_rpn_bbox: 0.0253, loss_semantic_seg: 0.1641, s0.loss_cls: 0.1508, s0.acc: 94.4854, s0.loss_bbox: 0.0873, s0.loss_mask: 0.1885, s1.loss_cls: 0.0705, s1.acc: 94.8709, s1.loss_bbox: 0.0975, s1.loss_mask: 0.0889, s2.loss_cls: 0.0360, s2.acc: 94.6964, s2.loss_bbox: 0.0627, s2.loss_mask: 0.0420, loss: 1.0321 2022-06-07 07:12:31,246 - mmdet - INFO - Epoch [19][4550/7330] lr: 1.000e-04, eta: 2 days, 4:14:43, time: 1.482, data_time: 0.020, memory: 64799, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0274, loss_semantic_seg: 0.1753, s0.loss_cls: 0.1580, s0.acc: 94.3391, s0.loss_bbox: 0.0894, s0.loss_mask: 0.1907, s1.loss_cls: 0.0743, s1.acc: 94.7002, s1.loss_bbox: 0.0995, s1.loss_mask: 0.0899, s2.loss_cls: 0.0378, s2.acc: 94.4217, s2.loss_bbox: 0.0632, s2.loss_mask: 0.0424, loss: 1.0678 2022-06-07 07:13:44,422 - mmdet - INFO - Epoch [19][4600/7330] lr: 1.000e-04, eta: 2 days, 4:13:28, time: 1.464, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0250, loss_semantic_seg: 0.1705, s0.loss_cls: 0.1566, s0.acc: 94.2966, s0.loss_bbox: 0.0885, s0.loss_mask: 0.1896, s1.loss_cls: 0.0728, s1.acc: 94.7255, s1.loss_bbox: 0.0995, s1.loss_mask: 0.0894, s2.loss_cls: 0.0371, s2.acc: 94.4496, s2.loss_bbox: 0.0649, s2.loss_mask: 0.0427, loss: 1.0587 2022-06-07 07:14:58,459 - mmdet - INFO - Epoch [19][4650/7330] lr: 1.000e-04, eta: 2 days, 4:12:15, time: 1.480, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0290, loss_semantic_seg: 0.1652, s0.loss_cls: 0.1693, s0.acc: 93.8408, s0.loss_bbox: 0.0955, s0.loss_mask: 0.1989, s1.loss_cls: 0.0799, s1.acc: 94.1354, s1.loss_bbox: 0.1041, s1.loss_mask: 0.0930, s2.loss_cls: 0.0405, s2.acc: 93.9631, s2.loss_bbox: 0.0657, s2.loss_mask: 0.0435, loss: 1.1072 2022-06-07 07:16:13,058 - mmdet - INFO - Epoch [19][4700/7330] lr: 1.000e-04, eta: 2 days, 4:11:01, time: 1.492, data_time: 0.023, memory: 64799, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0277, loss_semantic_seg: 0.1771, s0.loss_cls: 0.1590, s0.acc: 94.1863, s0.loss_bbox: 0.0907, s0.loss_mask: 0.1940, s1.loss_cls: 0.0733, s1.acc: 94.7108, s1.loss_bbox: 0.1003, s1.loss_mask: 0.0907, s2.loss_cls: 0.0370, s2.acc: 94.5433, s2.loss_bbox: 0.0650, s2.loss_mask: 0.0429, loss: 1.0794 2022-06-07 07:17:26,176 - mmdet - INFO - Epoch [19][4750/7330] lr: 1.000e-04, eta: 2 days, 4:09:47, time: 1.462, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0189, loss_rpn_bbox: 0.0246, loss_semantic_seg: 0.1799, s0.loss_cls: 0.1558, s0.acc: 94.2764, s0.loss_bbox: 0.0895, s0.loss_mask: 0.1895, s1.loss_cls: 0.0723, s1.acc: 94.6882, s1.loss_bbox: 0.0982, s1.loss_mask: 0.0895, s2.loss_cls: 0.0367, s2.acc: 94.6307, s2.loss_bbox: 0.0635, s2.loss_mask: 0.0423, loss: 1.0607 2022-06-07 07:18:40,389 - mmdet - INFO - Epoch [19][4800/7330] lr: 1.000e-04, eta: 2 days, 4:08:34, time: 1.484, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0279, loss_semantic_seg: 0.1717, s0.loss_cls: 0.1630, s0.acc: 94.0417, s0.loss_bbox: 0.0908, s0.loss_mask: 0.1953, s1.loss_cls: 0.0752, s1.acc: 94.5138, s1.loss_bbox: 0.1011, s1.loss_mask: 0.0922, s2.loss_cls: 0.0388, s2.acc: 94.2463, s2.loss_bbox: 0.0659, s2.loss_mask: 0.0433, loss: 1.0858 2022-06-07 07:19:55,150 - mmdet - INFO - Epoch [19][4850/7330] lr: 1.000e-04, eta: 2 days, 4:07:21, time: 1.495, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0265, loss_semantic_seg: 0.1726, s0.loss_cls: 0.1627, s0.acc: 94.1079, s0.loss_bbox: 0.0895, s0.loss_mask: 0.1977, s1.loss_cls: 0.0756, s1.acc: 94.5958, s1.loss_bbox: 0.1005, s1.loss_mask: 0.0929, s2.loss_cls: 0.0389, s2.acc: 94.3235, s2.loss_bbox: 0.0656, s2.loss_mask: 0.0440, loss: 1.0868 2022-06-07 07:21:09,296 - mmdet - INFO - Epoch [19][4900/7330] lr: 1.000e-04, eta: 2 days, 4:06:07, time: 1.483, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0188, loss_rpn_bbox: 0.0244, loss_semantic_seg: 0.1729, s0.loss_cls: 0.1604, s0.acc: 94.1990, s0.loss_bbox: 0.0917, s0.loss_mask: 0.1896, s1.loss_cls: 0.0739, s1.acc: 94.6490, s1.loss_bbox: 0.1037, s1.loss_mask: 0.0892, s2.loss_cls: 0.0384, s2.acc: 94.3740, s2.loss_bbox: 0.0663, s2.loss_mask: 0.0422, loss: 1.0716 2022-06-07 07:22:23,555 - mmdet - INFO - Epoch [19][4950/7330] lr: 1.000e-04, eta: 2 days, 4:04:54, time: 1.485, data_time: 0.021, memory: 64799, loss_rpn_cls: 0.0189, loss_rpn_bbox: 0.0246, loss_semantic_seg: 0.1755, s0.loss_cls: 0.1502, s0.acc: 94.4961, s0.loss_bbox: 0.0843, s0.loss_mask: 0.1844, s1.loss_cls: 0.0696, s1.acc: 94.9783, s1.loss_bbox: 0.0951, s1.loss_mask: 0.0871, s2.loss_cls: 0.0362, s2.acc: 94.6912, s2.loss_bbox: 0.0618, s2.loss_mask: 0.0413, loss: 1.0289 2022-06-07 07:23:37,535 - mmdet - INFO - Epoch [19][5000/7330] lr: 1.000e-04, eta: 2 days, 4:03:40, time: 1.480, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0253, loss_semantic_seg: 0.1729, s0.loss_cls: 0.1551, s0.acc: 94.3933, s0.loss_bbox: 0.0894, s0.loss_mask: 0.1961, s1.loss_cls: 0.0728, s1.acc: 94.8068, s1.loss_bbox: 0.0996, s1.loss_mask: 0.0930, s2.loss_cls: 0.0368, s2.acc: 94.5836, s2.loss_bbox: 0.0643, s2.loss_mask: 0.0435, loss: 1.0700 2022-06-07 07:24:51,527 - mmdet - INFO - Epoch [19][5050/7330] lr: 1.000e-04, eta: 2 days, 4:02:26, time: 1.478, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0260, loss_semantic_seg: 0.1654, s0.loss_cls: 0.1620, s0.acc: 94.0366, s0.loss_bbox: 0.0925, s0.loss_mask: 0.1952, s1.loss_cls: 0.0757, s1.acc: 94.4546, s1.loss_bbox: 0.1026, s1.loss_mask: 0.0931, s2.loss_cls: 0.0385, s2.acc: 94.2696, s2.loss_bbox: 0.0664, s2.loss_mask: 0.0442, loss: 1.0820 2022-06-07 07:26:05,916 - mmdet - INFO - Epoch [19][5100/7330] lr: 1.000e-04, eta: 2 days, 4:01:13, time: 1.488, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0185, loss_rpn_bbox: 0.0247, loss_semantic_seg: 0.1667, s0.loss_cls: 0.1554, s0.acc: 94.3918, s0.loss_bbox: 0.0858, s0.loss_mask: 0.1875, s1.loss_cls: 0.0718, s1.acc: 94.8766, s1.loss_bbox: 0.0972, s1.loss_mask: 0.0890, s2.loss_cls: 0.0376, s2.acc: 94.4559, s2.loss_bbox: 0.0618, s2.loss_mask: 0.0420, loss: 1.0380 2022-06-07 07:27:19,494 - mmdet - INFO - Epoch [19][5150/7330] lr: 1.000e-04, eta: 2 days, 3:59:59, time: 1.474, data_time: 0.023, memory: 64799, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0269, loss_semantic_seg: 0.1756, s0.loss_cls: 0.1551, s0.acc: 94.3484, s0.loss_bbox: 0.0885, s0.loss_mask: 0.1922, s1.loss_cls: 0.0706, s1.acc: 94.8507, s1.loss_bbox: 0.0974, s1.loss_mask: 0.0908, s2.loss_cls: 0.0361, s2.acc: 94.6135, s2.loss_bbox: 0.0637, s2.loss_mask: 0.0426, loss: 1.0606 2022-06-07 07:28:33,873 - mmdet - INFO - Epoch [19][5200/7330] lr: 1.000e-04, eta: 2 days, 3:58:46, time: 1.488, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0193, loss_rpn_bbox: 0.0259, loss_semantic_seg: 0.1645, s0.loss_cls: 0.1615, s0.acc: 94.1636, s0.loss_bbox: 0.0895, s0.loss_mask: 0.1882, s1.loss_cls: 0.0743, s1.acc: 94.6465, s1.loss_bbox: 0.0995, s1.loss_mask: 0.0888, s2.loss_cls: 0.0375, s2.acc: 94.5309, s2.loss_bbox: 0.0657, s2.loss_mask: 0.0418, loss: 1.0567 2022-06-07 07:29:47,844 - mmdet - INFO - Epoch [19][5250/7330] lr: 1.000e-04, eta: 2 days, 3:57:32, time: 1.479, data_time: 0.021, memory: 64799, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0281, loss_semantic_seg: 0.1736, s0.loss_cls: 0.1675, s0.acc: 93.8889, s0.loss_bbox: 0.0973, s0.loss_mask: 0.1998, s1.loss_cls: 0.0778, s1.acc: 94.3615, s1.loss_bbox: 0.1056, s1.loss_mask: 0.0935, s2.loss_cls: 0.0391, s2.acc: 94.1968, s2.loss_bbox: 0.0657, s2.loss_mask: 0.0433, loss: 1.1139 2022-06-07 07:31:01,289 - mmdet - INFO - Epoch [19][5300/7330] lr: 1.000e-04, eta: 2 days, 3:56:18, time: 1.469, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0274, loss_semantic_seg: 0.1674, s0.loss_cls: 0.1581, s0.acc: 94.1143, s0.loss_bbox: 0.0922, s0.loss_mask: 0.1980, s1.loss_cls: 0.0754, s1.acc: 94.4649, s1.loss_bbox: 0.1051, s1.loss_mask: 0.0928, s2.loss_cls: 0.0388, s2.acc: 94.1541, s2.loss_bbox: 0.0673, s2.loss_mask: 0.0433, loss: 1.0864 2022-06-07 07:32:14,622 - mmdet - INFO - Epoch [19][5350/7330] lr: 1.000e-04, eta: 2 days, 3:55:03, time: 1.467, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0249, loss_semantic_seg: 0.1735, s0.loss_cls: 0.1606, s0.acc: 94.1409, s0.loss_bbox: 0.0904, s0.loss_mask: 0.1945, s1.loss_cls: 0.0740, s1.acc: 94.5759, s1.loss_bbox: 0.1028, s1.loss_mask: 0.0915, s2.loss_cls: 0.0379, s2.acc: 94.3517, s2.loss_bbox: 0.0662, s2.loss_mask: 0.0431, loss: 1.0799 2022-06-07 07:33:28,556 - mmdet - INFO - Epoch [19][5400/7330] lr: 1.000e-04, eta: 2 days, 3:53:50, time: 1.479, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0175, loss_rpn_bbox: 0.0240, loss_semantic_seg: 0.1698, s0.loss_cls: 0.1531, s0.acc: 94.4036, s0.loss_bbox: 0.0907, s0.loss_mask: 0.1937, s1.loss_cls: 0.0717, s1.acc: 94.8107, s1.loss_bbox: 0.1008, s1.loss_mask: 0.0910, s2.loss_cls: 0.0371, s2.acc: 94.5918, s2.loss_bbox: 0.0644, s2.loss_mask: 0.0427, loss: 1.0566 2022-06-07 07:34:42,685 - mmdet - INFO - Epoch [19][5450/7330] lr: 1.000e-04, eta: 2 days, 3:52:36, time: 1.483, data_time: 0.022, memory: 64799, loss_rpn_cls: 0.0192, loss_rpn_bbox: 0.0258, loss_semantic_seg: 0.1704, s0.loss_cls: 0.1551, s0.acc: 94.3457, s0.loss_bbox: 0.0913, s0.loss_mask: 0.1919, s1.loss_cls: 0.0713, s1.acc: 94.7693, s1.loss_bbox: 0.1028, s1.loss_mask: 0.0903, s2.loss_cls: 0.0375, s2.acc: 94.4168, s2.loss_bbox: 0.0670, s2.loss_mask: 0.0428, loss: 1.0654 2022-06-07 07:35:56,366 - mmdet - INFO - Epoch [19][5500/7330] lr: 1.000e-04, eta: 2 days, 3:51:22, time: 1.473, data_time: 0.021, memory: 64799, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0277, loss_semantic_seg: 0.1744, s0.loss_cls: 0.1692, s0.acc: 93.8899, s0.loss_bbox: 0.0954, s0.loss_mask: 0.2009, s1.loss_cls: 0.0787, s1.acc: 94.2772, s1.loss_bbox: 0.1062, s1.loss_mask: 0.0947, s2.loss_cls: 0.0396, s2.acc: 94.0995, s2.loss_bbox: 0.0680, s2.loss_mask: 0.0448, loss: 1.1204 2022-06-07 07:37:09,124 - mmdet - INFO - Epoch [19][5550/7330] lr: 1.000e-04, eta: 2 days, 3:50:07, time: 1.455, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0284, loss_semantic_seg: 0.1759, s0.loss_cls: 0.1710, s0.acc: 93.7805, s0.loss_bbox: 0.0951, s0.loss_mask: 0.1986, s1.loss_cls: 0.0799, s1.acc: 94.3273, s1.loss_bbox: 0.1035, s1.loss_mask: 0.0936, s2.loss_cls: 0.0406, s2.acc: 94.1133, s2.loss_bbox: 0.0667, s2.loss_mask: 0.0443, loss: 1.1205 2022-06-07 07:38:21,756 - mmdet - INFO - Epoch [19][5600/7330] lr: 1.000e-04, eta: 2 days, 3:48:53, time: 1.452, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0261, loss_semantic_seg: 0.1733, s0.loss_cls: 0.1617, s0.acc: 94.1309, s0.loss_bbox: 0.0928, s0.loss_mask: 0.1928, s1.loss_cls: 0.0745, s1.acc: 94.6717, s1.loss_bbox: 0.1028, s1.loss_mask: 0.0908, s2.loss_cls: 0.0380, s2.acc: 94.4435, s2.loss_bbox: 0.0658, s2.loss_mask: 0.0429, loss: 1.0834 2022-06-07 07:39:35,881 - mmdet - INFO - Epoch [19][5650/7330] lr: 1.000e-04, eta: 2 days, 3:47:39, time: 1.483, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0268, loss_semantic_seg: 0.1786, s0.loss_cls: 0.1663, s0.acc: 93.9851, s0.loss_bbox: 0.0928, s0.loss_mask: 0.1972, s1.loss_cls: 0.0774, s1.acc: 94.4667, s1.loss_bbox: 0.1032, s1.loss_mask: 0.0929, s2.loss_cls: 0.0396, s2.acc: 94.2161, s2.loss_bbox: 0.0670, s2.loss_mask: 0.0440, loss: 1.1075 2022-06-07 07:40:49,840 - mmdet - INFO - Epoch [19][5700/7330] lr: 1.000e-04, eta: 2 days, 3:46:25, time: 1.479, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0278, loss_semantic_seg: 0.1723, s0.loss_cls: 0.1629, s0.acc: 94.0713, s0.loss_bbox: 0.0916, s0.loss_mask: 0.1955, s1.loss_cls: 0.0768, s1.acc: 94.4119, s1.loss_bbox: 0.1018, s1.loss_mask: 0.0922, s2.loss_cls: 0.0396, s2.acc: 94.1185, s2.loss_bbox: 0.0643, s2.loss_mask: 0.0433, loss: 1.0909 2022-06-07 07:42:03,376 - mmdet - INFO - Epoch [19][5750/7330] lr: 1.000e-04, eta: 2 days, 3:45:11, time: 1.471, data_time: 0.020, memory: 64799, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0280, loss_semantic_seg: 0.1855, s0.loss_cls: 0.1686, s0.acc: 93.9263, s0.loss_bbox: 0.0949, s0.loss_mask: 0.1992, s1.loss_cls: 0.0792, s1.acc: 94.3285, s1.loss_bbox: 0.1047, s1.loss_mask: 0.0928, s2.loss_cls: 0.0405, s2.acc: 94.0895, s2.loss_bbox: 0.0660, s2.loss_mask: 0.0437, loss: 1.1257 2022-06-07 07:43:17,276 - mmdet - INFO - Epoch [19][5800/7330] lr: 1.000e-04, eta: 2 days, 3:43:57, time: 1.478, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0264, loss_semantic_seg: 0.1739, s0.loss_cls: 0.1593, s0.acc: 94.2185, s0.loss_bbox: 0.0911, s0.loss_mask: 0.1930, s1.loss_cls: 0.0744, s1.acc: 94.6079, s1.loss_bbox: 0.0994, s1.loss_mask: 0.0905, s2.loss_cls: 0.0376, s2.acc: 94.4405, s2.loss_bbox: 0.0646, s2.loss_mask: 0.0430, loss: 1.0738 2022-06-07 07:44:30,573 - mmdet - INFO - Epoch [19][5850/7330] lr: 1.000e-04, eta: 2 days, 3:42:43, time: 1.466, data_time: 0.021, memory: 64799, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0266, loss_semantic_seg: 0.1706, s0.loss_cls: 0.1545, s0.acc: 94.4111, s0.loss_bbox: 0.0862, s0.loss_mask: 0.1935, s1.loss_cls: 0.0713, s1.acc: 94.8298, s1.loss_bbox: 0.0962, s1.loss_mask: 0.0916, s2.loss_cls: 0.0362, s2.acc: 94.6710, s2.loss_bbox: 0.0630, s2.loss_mask: 0.0435, loss: 1.0550 2022-06-07 07:45:44,635 - mmdet - INFO - Epoch [19][5900/7330] lr: 1.000e-04, eta: 2 days, 3:41:30, time: 1.481, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0263, loss_semantic_seg: 0.1694, s0.loss_cls: 0.1641, s0.acc: 93.9915, s0.loss_bbox: 0.0954, s0.loss_mask: 0.1962, s1.loss_cls: 0.0754, s1.acc: 94.5190, s1.loss_bbox: 0.1048, s1.loss_mask: 0.0918, s2.loss_cls: 0.0382, s2.acc: 94.3321, s2.loss_bbox: 0.0667, s2.loss_mask: 0.0433, loss: 1.0923 2022-06-07 07:46:58,522 - mmdet - INFO - Epoch [19][5950/7330] lr: 1.000e-04, eta: 2 days, 3:40:16, time: 1.478, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0253, loss_semantic_seg: 0.1784, s0.loss_cls: 0.1577, s0.acc: 94.2341, s0.loss_bbox: 0.0886, s0.loss_mask: 0.1927, s1.loss_cls: 0.0735, s1.acc: 94.6069, s1.loss_bbox: 0.1009, s1.loss_mask: 0.0914, s2.loss_cls: 0.0371, s2.acc: 94.4784, s2.loss_bbox: 0.0648, s2.loss_mask: 0.0424, loss: 1.0732 2022-06-07 07:48:12,139 - mmdet - INFO - Epoch [19][6000/7330] lr: 1.000e-04, eta: 2 days, 3:39:02, time: 1.472, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0241, loss_semantic_seg: 0.1724, s0.loss_cls: 0.1597, s0.acc: 94.2505, s0.loss_bbox: 0.0865, s0.loss_mask: 0.1945, s1.loss_cls: 0.0738, s1.acc: 94.7257, s1.loss_bbox: 0.0977, s1.loss_mask: 0.0924, s2.loss_cls: 0.0377, s2.acc: 94.4323, s2.loss_bbox: 0.0637, s2.loss_mask: 0.0433, loss: 1.0662 2022-06-07 07:49:25,069 - mmdet - INFO - Epoch [19][6050/7330] lr: 1.000e-04, eta: 2 days, 3:37:47, time: 1.458, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0185, loss_rpn_bbox: 0.0267, loss_semantic_seg: 0.1720, s0.loss_cls: 0.1585, s0.acc: 94.1553, s0.loss_bbox: 0.0883, s0.loss_mask: 0.1870, s1.loss_cls: 0.0753, s1.acc: 94.5298, s1.loss_bbox: 0.0991, s1.loss_mask: 0.0887, s2.loss_cls: 0.0377, s2.acc: 94.4535, s2.loss_bbox: 0.0638, s2.loss_mask: 0.0418, loss: 1.0573 2022-06-07 07:50:38,227 - mmdet - INFO - Epoch [19][6100/7330] lr: 1.000e-04, eta: 2 days, 3:36:33, time: 1.463, data_time: 0.021, memory: 64799, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0268, loss_semantic_seg: 0.1698, s0.loss_cls: 0.1569, s0.acc: 94.2639, s0.loss_bbox: 0.0907, s0.loss_mask: 0.1945, s1.loss_cls: 0.0725, s1.acc: 94.7093, s1.loss_bbox: 0.1030, s1.loss_mask: 0.0915, s2.loss_cls: 0.0365, s2.acc: 94.5686, s2.loss_bbox: 0.0670, s2.loss_mask: 0.0430, loss: 1.0723 2022-06-07 07:51:51,054 - mmdet - INFO - Epoch [19][6150/7330] lr: 1.000e-04, eta: 2 days, 3:35:18, time: 1.457, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0246, loss_semantic_seg: 0.1768, s0.loss_cls: 0.1533, s0.acc: 94.3203, s0.loss_bbox: 0.0893, s0.loss_mask: 0.1929, s1.loss_cls: 0.0715, s1.acc: 94.7196, s1.loss_bbox: 0.1007, s1.loss_mask: 0.0911, s2.loss_cls: 0.0370, s2.acc: 94.4412, s2.loss_bbox: 0.0632, s2.loss_mask: 0.0434, loss: 1.0643 2022-06-07 07:53:05,993 - mmdet - INFO - Epoch [19][6200/7330] lr: 1.000e-04, eta: 2 days, 3:34:05, time: 1.499, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0264, loss_semantic_seg: 0.1788, s0.loss_cls: 0.1598, s0.acc: 94.1287, s0.loss_bbox: 0.0887, s0.loss_mask: 0.1884, s1.loss_cls: 0.0743, s1.acc: 94.5067, s1.loss_bbox: 0.0999, s1.loss_mask: 0.0892, s2.loss_cls: 0.0388, s2.acc: 94.2366, s2.loss_bbox: 0.0634, s2.loss_mask: 0.0420, loss: 1.0700 2022-06-07 07:54:19,261 - mmdet - INFO - Epoch [19][6250/7330] lr: 1.000e-04, eta: 2 days, 3:32:51, time: 1.466, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0255, loss_semantic_seg: 0.1824, s0.loss_cls: 0.1644, s0.acc: 93.9907, s0.loss_bbox: 0.0930, s0.loss_mask: 0.1958, s1.loss_cls: 0.0769, s1.acc: 94.4775, s1.loss_bbox: 0.1042, s1.loss_mask: 0.0924, s2.loss_cls: 0.0395, s2.acc: 94.1626, s2.loss_bbox: 0.0656, s2.loss_mask: 0.0435, loss: 1.1028 2022-06-07 07:55:32,898 - mmdet - INFO - Epoch [19][6300/7330] lr: 1.000e-04, eta: 2 days, 3:31:37, time: 1.472, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0270, loss_semantic_seg: 0.1619, s0.loss_cls: 0.1616, s0.acc: 94.1548, s0.loss_bbox: 0.0918, s0.loss_mask: 0.1949, s1.loss_cls: 0.0745, s1.acc: 94.6349, s1.loss_bbox: 0.1016, s1.loss_mask: 0.0912, s2.loss_cls: 0.0381, s2.acc: 94.4291, s2.loss_bbox: 0.0646, s2.loss_mask: 0.0429, loss: 1.0707 2022-06-07 07:56:45,856 - mmdet - INFO - Epoch [19][6350/7330] lr: 1.000e-04, eta: 2 days, 3:30:22, time: 1.459, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0238, loss_semantic_seg: 0.1764, s0.loss_cls: 0.1589, s0.acc: 94.1460, s0.loss_bbox: 0.0906, s0.loss_mask: 0.1922, s1.loss_cls: 0.0727, s1.acc: 94.7060, s1.loss_bbox: 0.1007, s1.loss_mask: 0.0899, s2.loss_cls: 0.0374, s2.acc: 94.4320, s2.loss_bbox: 0.0639, s2.loss_mask: 0.0423, loss: 1.0699 2022-06-07 07:57:59,217 - mmdet - INFO - Epoch [19][6400/7330] lr: 1.000e-04, eta: 2 days, 3:29:08, time: 1.467, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0270, loss_semantic_seg: 0.1704, s0.loss_cls: 0.1641, s0.acc: 94.0059, s0.loss_bbox: 0.0933, s0.loss_mask: 0.1903, s1.loss_cls: 0.0757, s1.acc: 94.5727, s1.loss_bbox: 0.1042, s1.loss_mask: 0.0897, s2.loss_cls: 0.0387, s2.acc: 94.3220, s2.loss_bbox: 0.0652, s2.loss_mask: 0.0421, loss: 1.0835 2022-06-07 07:59:12,552 - mmdet - INFO - Epoch [19][6450/7330] lr: 1.000e-04, eta: 2 days, 3:27:54, time: 1.467, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0278, loss_semantic_seg: 0.1654, s0.loss_cls: 0.1651, s0.acc: 93.9775, s0.loss_bbox: 0.0909, s0.loss_mask: 0.1939, s1.loss_cls: 0.0769, s1.acc: 94.3984, s1.loss_bbox: 0.0994, s1.loss_mask: 0.0914, s2.loss_cls: 0.0390, s2.acc: 94.2423, s2.loss_bbox: 0.0646, s2.loss_mask: 0.0431, loss: 1.0784 2022-06-07 08:00:26,349 - mmdet - INFO - Epoch [19][6500/7330] lr: 1.000e-04, eta: 2 days, 3:26:40, time: 1.476, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0268, loss_semantic_seg: 0.1708, s0.loss_cls: 0.1556, s0.acc: 94.2986, s0.loss_bbox: 0.0905, s0.loss_mask: 0.1942, s1.loss_cls: 0.0728, s1.acc: 94.6670, s1.loss_bbox: 0.1008, s1.loss_mask: 0.0918, s2.loss_cls: 0.0370, s2.acc: 94.4707, s2.loss_bbox: 0.0664, s2.loss_mask: 0.0432, loss: 1.0705 2022-06-07 08:01:39,774 - mmdet - INFO - Epoch [19][6550/7330] lr: 1.000e-04, eta: 2 days, 3:25:26, time: 1.468, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0281, loss_semantic_seg: 0.1739, s0.loss_cls: 0.1687, s0.acc: 93.7737, s0.loss_bbox: 0.0944, s0.loss_mask: 0.1974, s1.loss_cls: 0.0792, s1.acc: 94.1882, s1.loss_bbox: 0.1041, s1.loss_mask: 0.0932, s2.loss_cls: 0.0408, s2.acc: 93.9868, s2.loss_bbox: 0.0666, s2.loss_mask: 0.0441, loss: 1.1123 2022-06-07 08:02:53,096 - mmdet - INFO - Epoch [19][6600/7330] lr: 1.000e-04, eta: 2 days, 3:24:12, time: 1.466, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0271, loss_semantic_seg: 0.1738, s0.loss_cls: 0.1575, s0.acc: 94.2791, s0.loss_bbox: 0.0904, s0.loss_mask: 0.1924, s1.loss_cls: 0.0731, s1.acc: 94.6406, s1.loss_bbox: 0.1008, s1.loss_mask: 0.0902, s2.loss_cls: 0.0373, s2.acc: 94.4409, s2.loss_bbox: 0.0644, s2.loss_mask: 0.0424, loss: 1.0706 2022-06-07 08:04:05,088 - mmdet - INFO - Epoch [19][6650/7330] lr: 1.000e-04, eta: 2 days, 3:22:56, time: 1.440, data_time: 0.021, memory: 64799, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0276, loss_semantic_seg: 0.1768, s0.loss_cls: 0.1663, s0.acc: 93.9700, s0.loss_bbox: 0.0945, s0.loss_mask: 0.2013, s1.loss_cls: 0.0775, s1.acc: 94.5124, s1.loss_bbox: 0.1064, s1.loss_mask: 0.0946, s2.loss_cls: 0.0395, s2.acc: 94.2753, s2.loss_bbox: 0.0679, s2.loss_mask: 0.0447, loss: 1.1201 2022-06-07 08:05:19,527 - mmdet - INFO - Epoch [19][6700/7330] lr: 1.000e-04, eta: 2 days, 3:21:43, time: 1.489, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0275, loss_semantic_seg: 0.1759, s0.loss_cls: 0.1604, s0.acc: 94.2124, s0.loss_bbox: 0.0886, s0.loss_mask: 0.1903, s1.loss_cls: 0.0742, s1.acc: 94.6010, s1.loss_bbox: 0.0989, s1.loss_mask: 0.0895, s2.loss_cls: 0.0380, s2.acc: 94.3405, s2.loss_bbox: 0.0638, s2.loss_mask: 0.0419, loss: 1.0697 2022-06-07 08:06:32,242 - mmdet - INFO - Epoch [19][6750/7330] lr: 1.000e-04, eta: 2 days, 3:20:28, time: 1.454, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0280, loss_semantic_seg: 0.1758, s0.loss_cls: 0.1696, s0.acc: 93.9646, s0.loss_bbox: 0.0963, s0.loss_mask: 0.1990, s1.loss_cls: 0.0799, s1.acc: 94.4014, s1.loss_bbox: 0.1063, s1.loss_mask: 0.0940, s2.loss_cls: 0.0405, s2.acc: 94.1270, s2.loss_bbox: 0.0665, s2.loss_mask: 0.0445, loss: 1.1227 2022-06-07 08:07:45,832 - mmdet - INFO - Epoch [19][6800/7330] lr: 1.000e-04, eta: 2 days, 3:19:14, time: 1.472, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0261, loss_semantic_seg: 0.1696, s0.loss_cls: 0.1519, s0.acc: 94.4465, s0.loss_bbox: 0.0877, s0.loss_mask: 0.1917, s1.loss_cls: 0.0697, s1.acc: 94.8387, s1.loss_bbox: 0.0981, s1.loss_mask: 0.0902, s2.loss_cls: 0.0352, s2.acc: 94.7731, s2.loss_bbox: 0.0635, s2.loss_mask: 0.0425, loss: 1.0458 2022-06-07 08:08:58,896 - mmdet - INFO - Epoch [19][6850/7330] lr: 1.000e-04, eta: 2 days, 3:17:59, time: 1.461, data_time: 0.024, memory: 64799, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0260, loss_semantic_seg: 0.1782, s0.loss_cls: 0.1597, s0.acc: 94.2444, s0.loss_bbox: 0.0882, s0.loss_mask: 0.1954, s1.loss_cls: 0.0754, s1.acc: 94.5976, s1.loss_bbox: 0.0961, s1.loss_mask: 0.0918, s2.loss_cls: 0.0380, s2.acc: 94.4818, s2.loss_bbox: 0.0620, s2.loss_mask: 0.0432, loss: 1.0752 2022-06-07 08:10:13,068 - mmdet - INFO - Epoch [19][6900/7330] lr: 1.000e-04, eta: 2 days, 3:16:46, time: 1.483, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0260, loss_semantic_seg: 0.1639, s0.loss_cls: 0.1491, s0.acc: 94.6252, s0.loss_bbox: 0.0889, s0.loss_mask: 0.1903, s1.loss_cls: 0.0686, s1.acc: 95.0534, s1.loss_bbox: 0.0993, s1.loss_mask: 0.0897, s2.loss_cls: 0.0348, s2.acc: 94.8300, s2.loss_bbox: 0.0645, s2.loss_mask: 0.0422, loss: 1.0368 2022-06-07 08:11:25,553 - mmdet - INFO - Epoch [19][6950/7330] lr: 1.000e-04, eta: 2 days, 3:15:31, time: 1.450, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0228, loss_semantic_seg: 0.1760, s0.loss_cls: 0.1473, s0.acc: 94.6755, s0.loss_bbox: 0.0847, s0.loss_mask: 0.1927, s1.loss_cls: 0.0671, s1.acc: 95.1636, s1.loss_bbox: 0.0964, s1.loss_mask: 0.0899, s2.loss_cls: 0.0340, s2.acc: 94.9898, s2.loss_bbox: 0.0636, s2.loss_mask: 0.0425, loss: 1.0370 2022-06-07 08:12:39,142 - mmdet - INFO - Epoch [19][7000/7330] lr: 1.000e-04, eta: 2 days, 3:14:17, time: 1.472, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0270, loss_semantic_seg: 0.1780, s0.loss_cls: 0.1571, s0.acc: 94.1304, s0.loss_bbox: 0.0891, s0.loss_mask: 0.1947, s1.loss_cls: 0.0733, s1.acc: 94.5813, s1.loss_bbox: 0.0988, s1.loss_mask: 0.0916, s2.loss_cls: 0.0370, s2.acc: 94.3002, s2.loss_bbox: 0.0649, s2.loss_mask: 0.0432, loss: 1.0743 2022-06-07 08:13:52,820 - mmdet - INFO - Epoch [19][7050/7330] lr: 1.000e-04, eta: 2 days, 3:13:03, time: 1.473, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0192, loss_rpn_bbox: 0.0258, loss_semantic_seg: 0.1767, s0.loss_cls: 0.1543, s0.acc: 94.3315, s0.loss_bbox: 0.0886, s0.loss_mask: 0.1949, s1.loss_cls: 0.0723, s1.acc: 94.7197, s1.loss_bbox: 0.0981, s1.loss_mask: 0.0911, s2.loss_cls: 0.0367, s2.acc: 94.5378, s2.loss_bbox: 0.0626, s2.loss_mask: 0.0425, loss: 1.0627 2022-06-07 08:15:05,676 - mmdet - INFO - Epoch [19][7100/7330] lr: 1.000e-04, eta: 2 days, 3:11:48, time: 1.457, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0265, loss_semantic_seg: 0.1765, s0.loss_cls: 0.1519, s0.acc: 94.4771, s0.loss_bbox: 0.0868, s0.loss_mask: 0.1926, s1.loss_cls: 0.0707, s1.acc: 94.8790, s1.loss_bbox: 0.0962, s1.loss_mask: 0.0909, s2.loss_cls: 0.0362, s2.acc: 94.6439, s2.loss_bbox: 0.0627, s2.loss_mask: 0.0429, loss: 1.0535 2022-06-07 08:16:20,411 - mmdet - INFO - Epoch [19][7150/7330] lr: 1.000e-04, eta: 2 days, 3:10:35, time: 1.495, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0262, loss_semantic_seg: 0.1659, s0.loss_cls: 0.1548, s0.acc: 94.4170, s0.loss_bbox: 0.0875, s0.loss_mask: 0.1957, s1.loss_cls: 0.0712, s1.acc: 94.8764, s1.loss_bbox: 0.0975, s1.loss_mask: 0.0929, s2.loss_cls: 0.0363, s2.acc: 94.6730, s2.loss_bbox: 0.0631, s2.loss_mask: 0.0439, loss: 1.0553 2022-06-07 08:17:34,566 - mmdet - INFO - Epoch [19][7200/7330] lr: 1.000e-04, eta: 2 days, 3:09:22, time: 1.483, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0186, loss_rpn_bbox: 0.0252, loss_semantic_seg: 0.1677, s0.loss_cls: 0.1513, s0.acc: 94.4492, s0.loss_bbox: 0.0883, s0.loss_mask: 0.1957, s1.loss_cls: 0.0685, s1.acc: 94.9821, s1.loss_bbox: 0.0987, s1.loss_mask: 0.0921, s2.loss_cls: 0.0345, s2.acc: 94.8546, s2.loss_bbox: 0.0640, s2.loss_mask: 0.0433, loss: 1.0480 2022-06-07 08:18:47,993 - mmdet - INFO - Epoch [19][7250/7330] lr: 1.000e-04, eta: 2 days, 3:08:08, time: 1.469, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0282, loss_semantic_seg: 0.1813, s0.loss_cls: 0.1642, s0.acc: 94.0444, s0.loss_bbox: 0.0925, s0.loss_mask: 0.1950, s1.loss_cls: 0.0768, s1.acc: 94.4877, s1.loss_bbox: 0.1010, s1.loss_mask: 0.0916, s2.loss_cls: 0.0392, s2.acc: 94.3446, s2.loss_bbox: 0.0653, s2.loss_mask: 0.0430, loss: 1.1009 2022-06-07 08:20:01,729 - mmdet - INFO - Epoch [19][7300/7330] lr: 1.000e-04, eta: 2 days, 3:06:54, time: 1.475, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0191, loss_rpn_bbox: 0.0254, loss_semantic_seg: 0.1769, s0.loss_cls: 0.1543, s0.acc: 94.3789, s0.loss_bbox: 0.0881, s0.loss_mask: 0.1950, s1.loss_cls: 0.0716, s1.acc: 94.7887, s1.loss_bbox: 0.0974, s1.loss_mask: 0.0921, s2.loss_cls: 0.0363, s2.acc: 94.6457, s2.loss_bbox: 0.0625, s2.loss_mask: 0.0432, loss: 1.0619 2022-06-07 08:21:03,031 - mmdet - INFO - Saving checkpoint at 19 epochs 2022-06-07 08:25:16,694 - mmdet - INFO - Evaluating bbox... 2022-06-07 08:26:07,609 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.562 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.750 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.622 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.420 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.600 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.701 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.732 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.732 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.732 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.596 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.766 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.866 2022-06-07 08:26:07,610 - mmdet - INFO - Evaluating segm... 2022-06-07 08:27:06,105 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.491 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.731 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.537 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.312 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.522 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.673 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 ] = 0.487 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 ] = 0.783 2022-06-07 08:27:07,147 - mmdet - INFO - Exp name: htc++_beit_adapter_v2_large_fpn_3x_coco.py 2022-06-07 08:27:07,149 - mmdet - INFO - Epoch(val) [19][313] bbox_mAP: 0.5620, bbox_mAP_50: 0.7500, bbox_mAP_75: 0.6220, bbox_mAP_s: 0.4200, bbox_mAP_m: 0.6000, bbox_mAP_l: 0.7010, bbox_mAP_copypaste: 0.562 0.750 0.622 0.420 0.600 0.701, segm_mAP: 0.4910, segm_mAP_50: 0.7310, segm_mAP_75: 0.5370, segm_mAP_s: 0.3120, segm_mAP_m: 0.5220, segm_mAP_l: 0.6730, segm_mAP_copypaste: 0.491 0.731 0.537 0.312 0.522 0.673 2022-06-07 08:32:17,181 - mmdet - INFO - Epoch [20][50/7330] lr: 1.000e-04, eta: 2 days, 3:07:47, time: 6.199, data_time: 4.726, memory: 64799, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0266, loss_semantic_seg: 0.1696, s0.loss_cls: 0.1589, s0.acc: 94.2634, s0.loss_bbox: 0.0884, s0.loss_mask: 0.1872, s1.loss_cls: 0.0725, s1.acc: 94.9058, s1.loss_bbox: 0.0973, s1.loss_mask: 0.0880, s2.loss_cls: 0.0363, s2.acc: 94.7649, s2.loss_bbox: 0.0640, s2.loss_mask: 0.0418, loss: 1.0521 2022-06-07 08:33:31,262 - mmdet - INFO - Epoch [20][100/7330] lr: 1.000e-04, eta: 2 days, 3:06:33, time: 1.482, data_time: 0.021, memory: 64799, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0285, loss_semantic_seg: 0.1686, s0.loss_cls: 0.1563, s0.acc: 94.2200, s0.loss_bbox: 0.0902, s0.loss_mask: 0.1964, s1.loss_cls: 0.0725, s1.acc: 94.6507, s1.loss_bbox: 0.1011, s1.loss_mask: 0.0928, s2.loss_cls: 0.0368, s2.acc: 94.4330, s2.loss_bbox: 0.0651, s2.loss_mask: 0.0437, loss: 1.0727 2022-06-07 08:34:44,555 - mmdet - INFO - Epoch [20][150/7330] lr: 1.000e-04, eta: 2 days, 3:05:19, time: 1.465, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0266, loss_semantic_seg: 0.1694, s0.loss_cls: 0.1539, s0.acc: 94.5002, s0.loss_bbox: 0.0873, s0.loss_mask: 0.1909, s1.loss_cls: 0.0711, s1.acc: 94.9282, s1.loss_bbox: 0.0959, s1.loss_mask: 0.0898, s2.loss_cls: 0.0356, s2.acc: 94.7669, s2.loss_bbox: 0.0624, s2.loss_mask: 0.0423, loss: 1.0452 2022-06-07 08:35:58,081 - mmdet - INFO - Epoch [20][200/7330] lr: 1.000e-04, eta: 2 days, 3:04:05, time: 1.471, data_time: 0.021, memory: 64799, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0276, loss_semantic_seg: 0.1735, s0.loss_cls: 0.1513, s0.acc: 94.5669, s0.loss_bbox: 0.0882, s0.loss_mask: 0.1907, s1.loss_cls: 0.0689, s1.acc: 95.1144, s1.loss_bbox: 0.0974, s1.loss_mask: 0.0904, s2.loss_cls: 0.0355, s2.acc: 94.7275, s2.loss_bbox: 0.0624, s2.loss_mask: 0.0426, loss: 1.0511 2022-06-07 08:37:11,160 - mmdet - INFO - Epoch [20][250/7330] lr: 1.000e-04, eta: 2 days, 3:02:50, time: 1.461, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0257, loss_semantic_seg: 0.1700, s0.loss_cls: 0.1502, s0.acc: 94.5791, s0.loss_bbox: 0.0858, s0.loss_mask: 0.1918, s1.loss_cls: 0.0698, s1.acc: 94.9409, s1.loss_bbox: 0.0958, s1.loss_mask: 0.0901, s2.loss_cls: 0.0357, s2.acc: 94.6802, s2.loss_bbox: 0.0627, s2.loss_mask: 0.0426, loss: 1.0408 2022-06-07 08:38:24,371 - mmdet - INFO - Epoch [20][300/7330] lr: 1.000e-04, eta: 2 days, 3:01:36, time: 1.464, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0261, loss_semantic_seg: 0.1697, s0.loss_cls: 0.1566, s0.acc: 94.2266, s0.loss_bbox: 0.0907, s0.loss_mask: 0.1960, s1.loss_cls: 0.0719, s1.acc: 94.7124, s1.loss_bbox: 0.0993, s1.loss_mask: 0.0925, s2.loss_cls: 0.0369, s2.acc: 94.4793, s2.loss_bbox: 0.0636, s2.loss_mask: 0.0434, loss: 1.0679 2022-06-07 08:39:37,750 - mmdet - INFO - Epoch [20][350/7330] lr: 1.000e-04, eta: 2 days, 3:00:21, time: 1.468, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0182, loss_rpn_bbox: 0.0254, loss_semantic_seg: 0.1734, s0.loss_cls: 0.1458, s0.acc: 94.5740, s0.loss_bbox: 0.0833, s0.loss_mask: 0.1862, s1.loss_cls: 0.0682, s1.acc: 94.9483, s1.loss_bbox: 0.0941, s1.loss_mask: 0.0875, s2.loss_cls: 0.0352, s2.acc: 94.7374, s2.loss_bbox: 0.0620, s2.loss_mask: 0.0414, loss: 1.0207 2022-06-07 08:40:51,411 - mmdet - INFO - Epoch [20][400/7330] lr: 1.000e-04, eta: 2 days, 2:59:07, time: 1.473, data_time: 0.020, memory: 64799, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0264, loss_semantic_seg: 0.1719, s0.loss_cls: 0.1563, s0.acc: 94.1816, s0.loss_bbox: 0.0889, s0.loss_mask: 0.1872, s1.loss_cls: 0.0730, s1.acc: 94.6149, s1.loss_bbox: 0.0980, s1.loss_mask: 0.0875, s2.loss_cls: 0.0368, s2.acc: 94.3825, s2.loss_bbox: 0.0641, s2.loss_mask: 0.0412, loss: 1.0517 2022-06-07 08:42:04,362 - mmdet - INFO - Epoch [20][450/7330] lr: 1.000e-04, eta: 2 days, 2:57:53, time: 1.459, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0274, loss_semantic_seg: 0.1694, s0.loss_cls: 0.1537, s0.acc: 94.3010, s0.loss_bbox: 0.0878, s0.loss_mask: 0.1886, s1.loss_cls: 0.0709, s1.acc: 94.7256, s1.loss_bbox: 0.0965, s1.loss_mask: 0.0878, s2.loss_cls: 0.0363, s2.acc: 94.5807, s2.loss_bbox: 0.0626, s2.loss_mask: 0.0414, loss: 1.0431 2022-06-07 08:43:17,074 - mmdet - INFO - Epoch [20][500/7330] lr: 1.000e-04, eta: 2 days, 2:56:38, time: 1.454, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0251, loss_semantic_seg: 0.1626, s0.loss_cls: 0.1445, s0.acc: 94.7034, s0.loss_bbox: 0.0851, s0.loss_mask: 0.1890, s1.loss_cls: 0.0651, s1.acc: 95.1268, s1.loss_bbox: 0.0954, s1.loss_mask: 0.0894, s2.loss_cls: 0.0335, s2.acc: 94.9848, s2.loss_bbox: 0.0613, s2.loss_mask: 0.0421, loss: 1.0142 2022-06-07 08:44:29,625 - mmdet - INFO - Epoch [20][550/7330] lr: 1.000e-04, eta: 2 days, 2:55:23, time: 1.451, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0192, loss_rpn_bbox: 0.0262, loss_semantic_seg: 0.1706, s0.loss_cls: 0.1516, s0.acc: 94.3530, s0.loss_bbox: 0.0851, s0.loss_mask: 0.1920, s1.loss_cls: 0.0704, s1.acc: 94.8219, s1.loss_bbox: 0.0965, s1.loss_mask: 0.0908, s2.loss_cls: 0.0360, s2.acc: 94.5507, s2.loss_bbox: 0.0647, s2.loss_mask: 0.0430, loss: 1.0460 2022-06-07 08:45:42,638 - mmdet - INFO - Epoch [20][600/7330] lr: 1.000e-04, eta: 2 days, 2:54:08, time: 1.460, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0270, loss_semantic_seg: 0.1732, s0.loss_cls: 0.1668, s0.acc: 93.8796, s0.loss_bbox: 0.0957, s0.loss_mask: 0.1953, s1.loss_cls: 0.0778, s1.acc: 94.3057, s1.loss_bbox: 0.1075, s1.loss_mask: 0.0917, s2.loss_cls: 0.0399, s2.acc: 94.0193, s2.loss_bbox: 0.0685, s2.loss_mask: 0.0435, loss: 1.1085 2022-06-07 08:46:55,634 - mmdet - INFO - Epoch [20][650/7330] lr: 1.000e-04, eta: 2 days, 2:52:53, time: 1.458, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0267, loss_semantic_seg: 0.1788, s0.loss_cls: 0.1620, s0.acc: 94.0442, s0.loss_bbox: 0.0915, s0.loss_mask: 0.1952, s1.loss_cls: 0.0759, s1.acc: 94.4186, s1.loss_bbox: 0.1036, s1.loss_mask: 0.0922, s2.loss_cls: 0.0388, s2.acc: 94.1829, s2.loss_bbox: 0.0661, s2.loss_mask: 0.0432, loss: 1.0944 2022-06-07 08:48:08,971 - mmdet - INFO - Epoch [20][700/7330] lr: 1.000e-04, eta: 2 days, 2:51:39, time: 1.469, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0190, loss_rpn_bbox: 0.0272, loss_semantic_seg: 0.1804, s0.loss_cls: 0.1588, s0.acc: 94.2708, s0.loss_bbox: 0.0893, s0.loss_mask: 0.1991, s1.loss_cls: 0.0740, s1.acc: 94.8538, s1.loss_bbox: 0.0989, s1.loss_mask: 0.0939, s2.loss_cls: 0.0375, s2.acc: 94.6054, s2.loss_bbox: 0.0644, s2.loss_mask: 0.0441, loss: 1.0866 2022-06-07 08:49:21,101 - mmdet - INFO - Epoch [20][750/7330] lr: 1.000e-04, eta: 2 days, 2:50:23, time: 1.443, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0193, loss_rpn_bbox: 0.0253, loss_semantic_seg: 0.1674, s0.loss_cls: 0.1529, s0.acc: 94.4805, s0.loss_bbox: 0.0871, s0.loss_mask: 0.1892, s1.loss_cls: 0.0719, s1.acc: 94.8344, s1.loss_bbox: 0.0973, s1.loss_mask: 0.0893, s2.loss_cls: 0.0362, s2.acc: 94.5929, s2.loss_bbox: 0.0623, s2.loss_mask: 0.0421, loss: 1.0404 2022-06-07 08:50:35,177 - mmdet - INFO - Epoch [20][800/7330] lr: 1.000e-04, eta: 2 days, 2:49:10, time: 1.481, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0273, loss_semantic_seg: 0.1690, s0.loss_cls: 0.1608, s0.acc: 94.0103, s0.loss_bbox: 0.0931, s0.loss_mask: 0.1923, s1.loss_cls: 0.0740, s1.acc: 94.5281, s1.loss_bbox: 0.1031, s1.loss_mask: 0.0905, s2.loss_cls: 0.0377, s2.acc: 94.3283, s2.loss_bbox: 0.0656, s2.loss_mask: 0.0427, loss: 1.0768 2022-06-07 08:51:48,362 - mmdet - INFO - Epoch [20][850/7330] lr: 1.000e-04, eta: 2 days, 2:47:55, time: 1.464, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0267, loss_semantic_seg: 0.1698, s0.loss_cls: 0.1656, s0.acc: 93.8599, s0.loss_bbox: 0.0916, s0.loss_mask: 0.2037, s1.loss_cls: 0.0773, s1.acc: 94.2347, s1.loss_bbox: 0.1042, s1.loss_mask: 0.0966, s2.loss_cls: 0.0391, s2.acc: 94.1324, s2.loss_bbox: 0.0679, s2.loss_mask: 0.0457, loss: 1.1103 2022-06-07 08:53:00,387 - mmdet - INFO - Epoch [20][900/7330] lr: 1.000e-04, eta: 2 days, 2:46:40, time: 1.440, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0262, loss_semantic_seg: 0.1654, s0.loss_cls: 0.1607, s0.acc: 93.9412, s0.loss_bbox: 0.0924, s0.loss_mask: 0.1932, s1.loss_cls: 0.0746, s1.acc: 94.3417, s1.loss_bbox: 0.1055, s1.loss_mask: 0.0906, s2.loss_cls: 0.0381, s2.acc: 94.2029, s2.loss_bbox: 0.0689, s2.loss_mask: 0.0427, loss: 1.0791 2022-06-07 08:54:13,225 - mmdet - INFO - Epoch [20][950/7330] lr: 1.000e-04, eta: 2 days, 2:45:25, time: 1.457, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0254, loss_semantic_seg: 0.1666, s0.loss_cls: 0.1544, s0.acc: 94.3770, s0.loss_bbox: 0.0865, s0.loss_mask: 0.1916, s1.loss_cls: 0.0706, s1.acc: 94.8586, s1.loss_bbox: 0.0955, s1.loss_mask: 0.0910, s2.loss_cls: 0.0359, s2.acc: 94.6833, s2.loss_bbox: 0.0627, s2.loss_mask: 0.0433, loss: 1.0436 2022-06-07 08:55:26,488 - mmdet - INFO - Epoch [20][1000/7330] lr: 1.000e-04, eta: 2 days, 2:44:10, time: 1.465, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0263, loss_semantic_seg: 0.1652, s0.loss_cls: 0.1511, s0.acc: 94.4143, s0.loss_bbox: 0.0870, s0.loss_mask: 0.1931, s1.loss_cls: 0.0692, s1.acc: 94.8781, s1.loss_bbox: 0.0978, s1.loss_mask: 0.0912, s2.loss_cls: 0.0350, s2.acc: 94.7708, s2.loss_bbox: 0.0634, s2.loss_mask: 0.0432, loss: 1.0426 2022-06-07 08:56:38,823 - mmdet - INFO - Epoch [20][1050/7330] lr: 1.000e-04, eta: 2 days, 2:42:55, time: 1.446, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0245, loss_semantic_seg: 0.1700, s0.loss_cls: 0.1517, s0.acc: 94.5020, s0.loss_bbox: 0.0858, s0.loss_mask: 0.1932, s1.loss_cls: 0.0692, s1.acc: 94.9491, s1.loss_bbox: 0.0954, s1.loss_mask: 0.0907, s2.loss_cls: 0.0352, s2.acc: 94.7795, s2.loss_bbox: 0.0628, s2.loss_mask: 0.0428, loss: 1.0421 2022-06-07 08:57:51,442 - mmdet - INFO - Epoch [20][1100/7330] lr: 1.000e-04, eta: 2 days, 2:41:40, time: 1.453, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0188, loss_rpn_bbox: 0.0257, loss_semantic_seg: 0.1702, s0.loss_cls: 0.1573, s0.acc: 94.2068, s0.loss_bbox: 0.0927, s0.loss_mask: 0.1979, s1.loss_cls: 0.0726, s1.acc: 94.6608, s1.loss_bbox: 0.1014, s1.loss_mask: 0.0930, s2.loss_cls: 0.0368, s2.acc: 94.5832, s2.loss_bbox: 0.0658, s2.loss_mask: 0.0437, loss: 1.0759 2022-06-07 08:59:04,808 - mmdet - INFO - Epoch [20][1150/7330] lr: 1.000e-04, eta: 2 days, 2:40:26, time: 1.467, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0263, loss_semantic_seg: 0.1663, s0.loss_cls: 0.1607, s0.acc: 94.1282, s0.loss_bbox: 0.0904, s0.loss_mask: 0.1963, s1.loss_cls: 0.0745, s1.acc: 94.5776, s1.loss_bbox: 0.1001, s1.loss_mask: 0.0921, s2.loss_cls: 0.0380, s2.acc: 94.3097, s2.loss_bbox: 0.0640, s2.loss_mask: 0.0433, loss: 1.0723 2022-06-07 09:00:18,077 - mmdet - INFO - Epoch [20][1200/7330] lr: 1.000e-04, eta: 2 days, 2:39:11, time: 1.465, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0275, loss_semantic_seg: 0.1653, s0.loss_cls: 0.1523, s0.acc: 94.4009, s0.loss_bbox: 0.0884, s0.loss_mask: 0.1921, s1.loss_cls: 0.0702, s1.acc: 94.8254, s1.loss_bbox: 0.0971, s1.loss_mask: 0.0899, s2.loss_cls: 0.0362, s2.acc: 94.6069, s2.loss_bbox: 0.0619, s2.loss_mask: 0.0424, loss: 1.0433 2022-06-07 09:01:30,982 - mmdet - INFO - Epoch [20][1250/7330] lr: 1.000e-04, eta: 2 days, 2:37:57, time: 1.459, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0257, loss_semantic_seg: 0.1703, s0.loss_cls: 0.1614, s0.acc: 94.0571, s0.loss_bbox: 0.0919, s0.loss_mask: 0.1959, s1.loss_cls: 0.0748, s1.acc: 94.4618, s1.loss_bbox: 0.1042, s1.loss_mask: 0.0926, s2.loss_cls: 0.0385, s2.acc: 94.2007, s2.loss_bbox: 0.0676, s2.loss_mask: 0.0436, loss: 1.0872 2022-06-07 09:02:43,595 - mmdet - INFO - Epoch [20][1300/7330] lr: 1.000e-04, eta: 2 days, 2:36:42, time: 1.452, data_time: 0.012, memory: 64799, loss_rpn_cls: 0.0181, loss_rpn_bbox: 0.0260, loss_semantic_seg: 0.1641, s0.loss_cls: 0.1589, s0.acc: 94.2551, s0.loss_bbox: 0.0876, s0.loss_mask: 0.1900, s1.loss_cls: 0.0732, s1.acc: 94.7683, s1.loss_bbox: 0.0975, s1.loss_mask: 0.0897, s2.loss_cls: 0.0375, s2.acc: 94.4551, s2.loss_bbox: 0.0638, s2.loss_mask: 0.0422, loss: 1.0487 2022-06-07 09:03:57,209 - mmdet - INFO - Epoch [20][1350/7330] lr: 1.000e-04, eta: 2 days, 2:35:28, time: 1.473, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0264, loss_semantic_seg: 0.1701, s0.loss_cls: 0.1565, s0.acc: 94.1433, s0.loss_bbox: 0.0896, s0.loss_mask: 0.1866, s1.loss_cls: 0.0731, s1.acc: 94.6167, s1.loss_bbox: 0.1000, s1.loss_mask: 0.0875, s2.loss_cls: 0.0382, s2.acc: 94.2716, s2.loss_bbox: 0.0651, s2.loss_mask: 0.0414, loss: 1.0563 2022-06-07 09:05:10,574 - mmdet - INFO - Epoch [20][1400/7330] lr: 1.000e-04, eta: 2 days, 2:34:13, time: 1.468, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0186, loss_rpn_bbox: 0.0260, loss_semantic_seg: 0.1658, s0.loss_cls: 0.1548, s0.acc: 94.3047, s0.loss_bbox: 0.0884, s0.loss_mask: 0.1935, s1.loss_cls: 0.0700, s1.acc: 94.8681, s1.loss_bbox: 0.0978, s1.loss_mask: 0.0919, s2.loss_cls: 0.0357, s2.acc: 94.6648, s2.loss_bbox: 0.0631, s2.loss_mask: 0.0433, loss: 1.0490 2022-06-07 09:06:24,052 - mmdet - INFO - Epoch [20][1450/7330] lr: 1.000e-04, eta: 2 days, 2:32:59, time: 1.470, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0267, loss_semantic_seg: 0.1648, s0.loss_cls: 0.1593, s0.acc: 94.1565, s0.loss_bbox: 0.0877, s0.loss_mask: 0.1913, s1.loss_cls: 0.0739, s1.acc: 94.6719, s1.loss_bbox: 0.0972, s1.loss_mask: 0.0903, s2.loss_cls: 0.0377, s2.acc: 94.4204, s2.loss_bbox: 0.0642, s2.loss_mask: 0.0429, loss: 1.0579 2022-06-07 09:07:36,891 - mmdet - INFO - Epoch [20][1500/7330] lr: 1.000e-04, eta: 2 days, 2:31:44, time: 1.457, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0266, loss_semantic_seg: 0.1715, s0.loss_cls: 0.1610, s0.acc: 94.1345, s0.loss_bbox: 0.0909, s0.loss_mask: 0.1895, s1.loss_cls: 0.0746, s1.acc: 94.6679, s1.loss_bbox: 0.0992, s1.loss_mask: 0.0897, s2.loss_cls: 0.0375, s2.acc: 94.5402, s2.loss_bbox: 0.0653, s2.loss_mask: 0.0425, loss: 1.0697 2022-06-07 09:08:49,987 - mmdet - INFO - Epoch [20][1550/7330] lr: 1.000e-04, eta: 2 days, 2:30:30, time: 1.462, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0264, loss_semantic_seg: 0.1871, s0.loss_cls: 0.1582, s0.acc: 94.1814, s0.loss_bbox: 0.0878, s0.loss_mask: 0.1890, s1.loss_cls: 0.0745, s1.acc: 94.4755, s1.loss_bbox: 0.0996, s1.loss_mask: 0.0901, s2.loss_cls: 0.0384, s2.acc: 94.2317, s2.loss_bbox: 0.0639, s2.loss_mask: 0.0427, loss: 1.0786 2022-06-07 09:10:03,220 - mmdet - INFO - Epoch [20][1600/7330] lr: 1.000e-04, eta: 2 days, 2:29:15, time: 1.464, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0259, loss_semantic_seg: 0.1633, s0.loss_cls: 0.1554, s0.acc: 94.2676, s0.loss_bbox: 0.0880, s0.loss_mask: 0.1896, s1.loss_cls: 0.0728, s1.acc: 94.6385, s1.loss_bbox: 0.1000, s1.loss_mask: 0.0901, s2.loss_cls: 0.0372, s2.acc: 94.4085, s2.loss_bbox: 0.0651, s2.loss_mask: 0.0428, loss: 1.0497 2022-06-07 09:11:16,323 - mmdet - INFO - Epoch [20][1650/7330] lr: 1.000e-04, eta: 2 days, 2:28:01, time: 1.463, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0270, loss_semantic_seg: 0.1725, s0.loss_cls: 0.1535, s0.acc: 94.4077, s0.loss_bbox: 0.0855, s0.loss_mask: 0.1882, s1.loss_cls: 0.0705, s1.acc: 94.9617, s1.loss_bbox: 0.0950, s1.loss_mask: 0.0883, s2.loss_cls: 0.0356, s2.acc: 94.7952, s2.loss_bbox: 0.0620, s2.loss_mask: 0.0416, loss: 1.0399 2022-06-07 09:12:28,888 - mmdet - INFO - Epoch [20][1700/7330] lr: 1.000e-04, eta: 2 days, 2:26:46, time: 1.451, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0269, loss_semantic_seg: 0.1685, s0.loss_cls: 0.1660, s0.acc: 93.8237, s0.loss_bbox: 0.0968, s0.loss_mask: 0.2060, s1.loss_cls: 0.0771, s1.acc: 94.3247, s1.loss_bbox: 0.1080, s1.loss_mask: 0.0982, s2.loss_cls: 0.0396, s2.acc: 94.1196, s2.loss_bbox: 0.0684, s2.loss_mask: 0.0459, loss: 1.1224 2022-06-07 09:13:41,708 - mmdet - INFO - Epoch [20][1750/7330] lr: 1.000e-04, eta: 2 days, 2:25:31, time: 1.456, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0266, loss_semantic_seg: 0.1598, s0.loss_cls: 0.1583, s0.acc: 94.2896, s0.loss_bbox: 0.0882, s0.loss_mask: 0.1915, s1.loss_cls: 0.0727, s1.acc: 94.7731, s1.loss_bbox: 0.0995, s1.loss_mask: 0.0907, s2.loss_cls: 0.0368, s2.acc: 94.7010, s2.loss_bbox: 0.0661, s2.loss_mask: 0.0431, loss: 1.0534 2022-06-07 09:14:54,576 - mmdet - INFO - Epoch [20][1800/7330] lr: 1.000e-04, eta: 2 days, 2:24:16, time: 1.455, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0286, loss_semantic_seg: 0.1678, s0.loss_cls: 0.1530, s0.acc: 94.3423, s0.loss_bbox: 0.0866, s0.loss_mask: 0.1954, s1.loss_cls: 0.0702, s1.acc: 94.7997, s1.loss_bbox: 0.0982, s1.loss_mask: 0.0917, s2.loss_cls: 0.0362, s2.acc: 94.5071, s2.loss_bbox: 0.0626, s2.loss_mask: 0.0430, loss: 1.0551 2022-06-07 09:16:07,403 - mmdet - INFO - Epoch [20][1850/7330] lr: 1.000e-04, eta: 2 days, 2:23:01, time: 1.456, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0247, loss_semantic_seg: 0.1730, s0.loss_cls: 0.1525, s0.acc: 94.4250, s0.loss_bbox: 0.0854, s0.loss_mask: 0.1933, s1.loss_cls: 0.0713, s1.acc: 94.8183, s1.loss_bbox: 0.0969, s1.loss_mask: 0.0911, s2.loss_cls: 0.0364, s2.acc: 94.6756, s2.loss_bbox: 0.0640, s2.loss_mask: 0.0432, loss: 1.0520 2022-06-07 09:17:20,409 - mmdet - INFO - Epoch [20][1900/7330] lr: 1.000e-04, eta: 2 days, 2:21:47, time: 1.460, data_time: 0.020, memory: 64799, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0267, loss_semantic_seg: 0.1705, s0.loss_cls: 0.1607, s0.acc: 94.1780, s0.loss_bbox: 0.0886, s0.loss_mask: 0.1958, s1.loss_cls: 0.0744, s1.acc: 94.6462, s1.loss_bbox: 0.0985, s1.loss_mask: 0.0930, s2.loss_cls: 0.0374, s2.acc: 94.4318, s2.loss_bbox: 0.0654, s2.loss_mask: 0.0444, loss: 1.0757 2022-06-07 09:18:32,968 - mmdet - INFO - Epoch [20][1950/7330] lr: 1.000e-04, eta: 2 days, 2:20:32, time: 1.453, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0265, loss_semantic_seg: 0.1709, s0.loss_cls: 0.1547, s0.acc: 94.2817, s0.loss_bbox: 0.0874, s0.loss_mask: 0.1857, s1.loss_cls: 0.0716, s1.acc: 94.7484, s1.loss_bbox: 0.0986, s1.loss_mask: 0.0874, s2.loss_cls: 0.0368, s2.acc: 94.5247, s2.loss_bbox: 0.0645, s2.loss_mask: 0.0415, loss: 1.0466 2022-06-07 09:19:46,485 - mmdet - INFO - Epoch [20][2000/7330] lr: 1.000e-04, eta: 2 days, 2:19:17, time: 1.470, data_time: 0.021, memory: 64799, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0278, loss_semantic_seg: 0.1624, s0.loss_cls: 0.1598, s0.acc: 94.0708, s0.loss_bbox: 0.0943, s0.loss_mask: 0.1918, s1.loss_cls: 0.0741, s1.acc: 94.5519, s1.loss_bbox: 0.1061, s1.loss_mask: 0.0900, s2.loss_cls: 0.0387, s2.acc: 94.1706, s2.loss_bbox: 0.0675, s2.loss_mask: 0.0425, loss: 1.0759 2022-06-07 09:21:00,278 - mmdet - INFO - Epoch [20][2050/7330] lr: 1.000e-04, eta: 2 days, 2:18:04, time: 1.476, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0274, loss_semantic_seg: 0.1703, s0.loss_cls: 0.1680, s0.acc: 93.8081, s0.loss_bbox: 0.0929, s0.loss_mask: 0.1939, s1.loss_cls: 0.0778, s1.acc: 94.2662, s1.loss_bbox: 0.1048, s1.loss_mask: 0.0909, s2.loss_cls: 0.0396, s2.acc: 94.0015, s2.loss_bbox: 0.0671, s2.loss_mask: 0.0429, loss: 1.0959 2022-06-07 09:22:12,421 - mmdet - INFO - Epoch [20][2100/7330] lr: 1.000e-04, eta: 2 days, 2:16:48, time: 1.443, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0275, loss_semantic_seg: 0.1645, s0.loss_cls: 0.1680, s0.acc: 93.8518, s0.loss_bbox: 0.0950, s0.loss_mask: 0.1950, s1.loss_cls: 0.0783, s1.acc: 94.3150, s1.loss_bbox: 0.1062, s1.loss_mask: 0.0913, s2.loss_cls: 0.0403, s2.acc: 94.0438, s2.loss_bbox: 0.0683, s2.loss_mask: 0.0428, loss: 1.0973 2022-06-07 09:23:24,933 - mmdet - INFO - Epoch [20][2150/7330] lr: 1.000e-04, eta: 2 days, 2:15:33, time: 1.451, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0184, loss_rpn_bbox: 0.0234, loss_semantic_seg: 0.1664, s0.loss_cls: 0.1478, s0.acc: 94.6079, s0.loss_bbox: 0.0838, s0.loss_mask: 0.1844, s1.loss_cls: 0.0688, s1.acc: 95.0052, s1.loss_bbox: 0.0940, s1.loss_mask: 0.0875, s2.loss_cls: 0.0353, s2.acc: 94.7181, s2.loss_bbox: 0.0621, s2.loss_mask: 0.0417, loss: 1.0133 2022-06-07 09:24:37,332 - mmdet - INFO - Epoch [20][2200/7330] lr: 1.000e-04, eta: 2 days, 2:14:18, time: 1.448, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0255, loss_semantic_seg: 0.1755, s0.loss_cls: 0.1563, s0.acc: 94.3345, s0.loss_bbox: 0.0900, s0.loss_mask: 0.1931, s1.loss_cls: 0.0720, s1.acc: 94.7475, s1.loss_bbox: 0.1026, s1.loss_mask: 0.0909, s2.loss_cls: 0.0366, s2.acc: 94.5017, s2.loss_bbox: 0.0645, s2.loss_mask: 0.0430, loss: 1.0703 2022-06-07 09:25:50,545 - mmdet - INFO - Epoch [20][2250/7330] lr: 1.000e-04, eta: 2 days, 2:13:03, time: 1.464, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0261, loss_semantic_seg: 0.1678, s0.loss_cls: 0.1563, s0.acc: 94.1416, s0.loss_bbox: 0.0880, s0.loss_mask: 0.1902, s1.loss_cls: 0.0715, s1.acc: 94.6423, s1.loss_bbox: 0.0984, s1.loss_mask: 0.0898, s2.loss_cls: 0.0366, s2.acc: 94.5219, s2.loss_bbox: 0.0648, s2.loss_mask: 0.0424, loss: 1.0522 2022-06-07 09:27:04,408 - mmdet - INFO - Epoch [20][2300/7330] lr: 1.000e-04, eta: 2 days, 2:11:50, time: 1.478, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0272, loss_semantic_seg: 0.1666, s0.loss_cls: 0.1563, s0.acc: 94.3420, s0.loss_bbox: 0.0858, s0.loss_mask: 0.1901, s1.loss_cls: 0.0716, s1.acc: 94.8797, s1.loss_bbox: 0.0933, s1.loss_mask: 0.0892, s2.loss_cls: 0.0362, s2.acc: 94.8488, s2.loss_bbox: 0.0625, s2.loss_mask: 0.0424, loss: 1.0422 2022-06-07 09:28:16,886 - mmdet - INFO - Epoch [20][2350/7330] lr: 1.000e-04, eta: 2 days, 2:10:35, time: 1.450, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0185, loss_rpn_bbox: 0.0248, loss_semantic_seg: 0.1681, s0.loss_cls: 0.1558, s0.acc: 94.3184, s0.loss_bbox: 0.0860, s0.loss_mask: 0.1893, s1.loss_cls: 0.0708, s1.acc: 94.8047, s1.loss_bbox: 0.0971, s1.loss_mask: 0.0892, s2.loss_cls: 0.0355, s2.acc: 94.7041, s2.loss_bbox: 0.0633, s2.loss_mask: 0.0419, loss: 1.0403 2022-06-07 09:29:29,793 - mmdet - INFO - Epoch [20][2400/7330] lr: 1.000e-04, eta: 2 days, 2:09:20, time: 1.458, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0261, loss_semantic_seg: 0.1662, s0.loss_cls: 0.1521, s0.acc: 94.4841, s0.loss_bbox: 0.0898, s0.loss_mask: 0.1935, s1.loss_cls: 0.0704, s1.acc: 94.9517, s1.loss_bbox: 0.0995, s1.loss_mask: 0.0913, s2.loss_cls: 0.0368, s2.acc: 94.5874, s2.loss_bbox: 0.0640, s2.loss_mask: 0.0432, loss: 1.0544 2022-06-07 09:30:42,121 - mmdet - INFO - Epoch [20][2450/7330] lr: 1.000e-04, eta: 2 days, 2:08:05, time: 1.447, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0253, loss_semantic_seg: 0.1669, s0.loss_cls: 0.1570, s0.acc: 94.1995, s0.loss_bbox: 0.0890, s0.loss_mask: 0.1898, s1.loss_cls: 0.0719, s1.acc: 94.6983, s1.loss_bbox: 0.1010, s1.loss_mask: 0.0892, s2.loss_cls: 0.0367, s2.acc: 94.4859, s2.loss_bbox: 0.0654, s2.loss_mask: 0.0422, loss: 1.0552 2022-06-07 09:31:54,780 - mmdet - INFO - Epoch [20][2500/7330] lr: 1.000e-04, eta: 2 days, 2:06:50, time: 1.453, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0254, loss_semantic_seg: 0.1733, s0.loss_cls: 0.1585, s0.acc: 94.3577, s0.loss_bbox: 0.0860, s0.loss_mask: 0.1940, s1.loss_cls: 0.0727, s1.acc: 94.8324, s1.loss_bbox: 0.0959, s1.loss_mask: 0.0916, s2.loss_cls: 0.0379, s2.acc: 94.5229, s2.loss_bbox: 0.0632, s2.loss_mask: 0.0431, loss: 1.0623 2022-06-07 09:33:06,912 - mmdet - INFO - Epoch [20][2550/7330] lr: 1.000e-04, eta: 2 days, 2:05:34, time: 1.443, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0260, loss_semantic_seg: 0.1841, s0.loss_cls: 0.1668, s0.acc: 93.9163, s0.loss_bbox: 0.0910, s0.loss_mask: 0.2015, s1.loss_cls: 0.0773, s1.acc: 94.3195, s1.loss_bbox: 0.1018, s1.loss_mask: 0.0950, s2.loss_cls: 0.0405, s2.acc: 94.0412, s2.loss_bbox: 0.0665, s2.loss_mask: 0.0445, loss: 1.1154 2022-06-07 09:34:19,428 - mmdet - INFO - Epoch [20][2600/7330] lr: 1.000e-04, eta: 2 days, 2:04:19, time: 1.450, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0237, loss_semantic_seg: 0.1759, s0.loss_cls: 0.1624, s0.acc: 94.1636, s0.loss_bbox: 0.0928, s0.loss_mask: 0.1993, s1.loss_cls: 0.0752, s1.acc: 94.5292, s1.loss_bbox: 0.1044, s1.loss_mask: 0.0934, s2.loss_cls: 0.0383, s2.acc: 94.3320, s2.loss_bbox: 0.0663, s2.loss_mask: 0.0439, loss: 1.0957 2022-06-07 09:35:33,352 - mmdet - INFO - Epoch [20][2650/7330] lr: 1.000e-04, eta: 2 days, 2:03:05, time: 1.479, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0267, loss_semantic_seg: 0.1721, s0.loss_cls: 0.1605, s0.acc: 94.1853, s0.loss_bbox: 0.0904, s0.loss_mask: 0.1925, s1.loss_cls: 0.0741, s1.acc: 94.6621, s1.loss_bbox: 0.1009, s1.loss_mask: 0.0906, s2.loss_cls: 0.0377, s2.acc: 94.4709, s2.loss_bbox: 0.0660, s2.loss_mask: 0.0427, loss: 1.0749 2022-06-07 09:36:46,603 - mmdet - INFO - Epoch [20][2700/7330] lr: 1.000e-04, eta: 2 days, 2:01:51, time: 1.465, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0262, loss_semantic_seg: 0.1736, s0.loss_cls: 0.1612, s0.acc: 94.0505, s0.loss_bbox: 0.0924, s0.loss_mask: 0.1909, s1.loss_cls: 0.0761, s1.acc: 94.3924, s1.loss_bbox: 0.1029, s1.loss_mask: 0.0899, s2.loss_cls: 0.0385, s2.acc: 94.1434, s2.loss_bbox: 0.0660, s2.loss_mask: 0.0424, loss: 1.0814 2022-06-07 09:38:00,698 - mmdet - INFO - Epoch [20][2750/7330] lr: 1.000e-04, eta: 2 days, 2:00:37, time: 1.482, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0285, loss_semantic_seg: 0.1663, s0.loss_cls: 0.1637, s0.acc: 93.9470, s0.loss_bbox: 0.0940, s0.loss_mask: 0.1924, s1.loss_cls: 0.0749, s1.acc: 94.3958, s1.loss_bbox: 0.1034, s1.loss_mask: 0.0908, s2.loss_cls: 0.0382, s2.acc: 94.1687, s2.loss_bbox: 0.0656, s2.loss_mask: 0.0427, loss: 1.0833 2022-06-07 09:39:14,564 - mmdet - INFO - Epoch [20][2800/7330] lr: 1.000e-04, eta: 2 days, 1:59:24, time: 1.477, data_time: 0.024, memory: 64799, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0281, loss_semantic_seg: 0.1716, s0.loss_cls: 0.1634, s0.acc: 94.1199, s0.loss_bbox: 0.0912, s0.loss_mask: 0.1945, s1.loss_cls: 0.0745, s1.acc: 94.6348, s1.loss_bbox: 0.1014, s1.loss_mask: 0.0911, s2.loss_cls: 0.0384, s2.acc: 94.3448, s2.loss_bbox: 0.0651, s2.loss_mask: 0.0430, loss: 1.0854 2022-06-07 09:40:27,198 - mmdet - INFO - Epoch [20][2850/7330] lr: 1.000e-04, eta: 2 days, 1:58:09, time: 1.452, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0187, loss_rpn_bbox: 0.0241, loss_semantic_seg: 0.1633, s0.loss_cls: 0.1510, s0.acc: 94.5537, s0.loss_bbox: 0.0878, s0.loss_mask: 0.1886, s1.loss_cls: 0.0691, s1.acc: 94.9692, s1.loss_bbox: 0.0978, s1.loss_mask: 0.0886, s2.loss_cls: 0.0357, s2.acc: 94.7442, s2.loss_bbox: 0.0608, s2.loss_mask: 0.0412, loss: 1.0266 2022-06-07 09:41:39,941 - mmdet - INFO - Epoch [20][2900/7330] lr: 1.000e-04, eta: 2 days, 1:56:54, time: 1.456, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0187, loss_rpn_bbox: 0.0262, loss_semantic_seg: 0.1679, s0.loss_cls: 0.1541, s0.acc: 94.4275, s0.loss_bbox: 0.0870, s0.loss_mask: 0.1939, s1.loss_cls: 0.0714, s1.acc: 94.8314, s1.loss_bbox: 0.0993, s1.loss_mask: 0.0909, s2.loss_cls: 0.0365, s2.acc: 94.6912, s2.loss_bbox: 0.0651, s2.loss_mask: 0.0428, loss: 1.0538 2022-06-07 09:42:52,490 - mmdet - INFO - Epoch [20][2950/7330] lr: 1.000e-04, eta: 2 days, 1:55:39, time: 1.451, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0257, loss_semantic_seg: 0.1667, s0.loss_cls: 0.1558, s0.acc: 94.3511, s0.loss_bbox: 0.0896, s0.loss_mask: 0.1912, s1.loss_cls: 0.0721, s1.acc: 94.7843, s1.loss_bbox: 0.0984, s1.loss_mask: 0.0901, s2.loss_cls: 0.0363, s2.acc: 94.6009, s2.loss_bbox: 0.0645, s2.loss_mask: 0.0426, loss: 1.0524 2022-06-07 09:44:05,706 - mmdet - INFO - Epoch [20][3000/7330] lr: 1.000e-04, eta: 2 days, 1:54:24, time: 1.465, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0253, loss_semantic_seg: 0.1810, s0.loss_cls: 0.1622, s0.acc: 94.1812, s0.loss_bbox: 0.0867, s0.loss_mask: 0.1961, s1.loss_cls: 0.0757, s1.acc: 94.5655, s1.loss_bbox: 0.0981, s1.loss_mask: 0.0918, s2.loss_cls: 0.0382, s2.acc: 94.4001, s2.loss_bbox: 0.0638, s2.loss_mask: 0.0433, loss: 1.0817 2022-06-07 09:45:18,921 - mmdet - INFO - Epoch [20][3050/7330] lr: 1.000e-04, eta: 2 days, 1:53:10, time: 1.464, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0281, loss_semantic_seg: 0.1677, s0.loss_cls: 0.1633, s0.acc: 94.1423, s0.loss_bbox: 0.0895, s0.loss_mask: 0.1931, s1.loss_cls: 0.0757, s1.acc: 94.6359, s1.loss_bbox: 0.0996, s1.loss_mask: 0.0913, s2.loss_cls: 0.0385, s2.acc: 94.4535, s2.loss_bbox: 0.0641, s2.loss_mask: 0.0432, loss: 1.0765 2022-06-07 09:46:32,052 - mmdet - INFO - Epoch [20][3100/7330] lr: 1.000e-04, eta: 2 days, 1:51:55, time: 1.463, data_time: 0.020, memory: 64799, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0260, loss_semantic_seg: 0.1699, s0.loss_cls: 0.1556, s0.acc: 94.2668, s0.loss_bbox: 0.0887, s0.loss_mask: 0.1899, s1.loss_cls: 0.0712, s1.acc: 94.7441, s1.loss_bbox: 0.0995, s1.loss_mask: 0.0901, s2.loss_cls: 0.0369, s2.acc: 94.4752, s2.loss_bbox: 0.0642, s2.loss_mask: 0.0421, loss: 1.0537 2022-06-07 09:47:45,794 - mmdet - INFO - Epoch [20][3150/7330] lr: 1.000e-04, eta: 2 days, 1:50:41, time: 1.475, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0175, loss_rpn_bbox: 0.0262, loss_semantic_seg: 0.1683, s0.loss_cls: 0.1623, s0.acc: 94.0981, s0.loss_bbox: 0.0896, s0.loss_mask: 0.1871, s1.loss_cls: 0.0756, s1.acc: 94.5497, s1.loss_bbox: 0.1005, s1.loss_mask: 0.0884, s2.loss_cls: 0.0384, s2.acc: 94.3474, s2.loss_bbox: 0.0659, s2.loss_mask: 0.0418, loss: 1.0616 2022-06-07 09:48:58,846 - mmdet - INFO - Epoch [20][3200/7330] lr: 1.000e-04, eta: 2 days, 1:49:27, time: 1.460, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0271, loss_semantic_seg: 0.1697, s0.loss_cls: 0.1635, s0.acc: 94.0576, s0.loss_bbox: 0.0931, s0.loss_mask: 0.1909, s1.loss_cls: 0.0758, s1.acc: 94.4760, s1.loss_bbox: 0.1018, s1.loss_mask: 0.0897, s2.loss_cls: 0.0383, s2.acc: 94.3670, s2.loss_bbox: 0.0671, s2.loss_mask: 0.0426, loss: 1.0819 2022-06-07 09:50:12,224 - mmdet - INFO - Epoch [20][3250/7330] lr: 1.000e-04, eta: 2 days, 1:48:13, time: 1.468, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0257, loss_semantic_seg: 0.1657, s0.loss_cls: 0.1549, s0.acc: 94.4739, s0.loss_bbox: 0.0862, s0.loss_mask: 0.1876, s1.loss_cls: 0.0707, s1.acc: 94.9549, s1.loss_bbox: 0.0970, s1.loss_mask: 0.0887, s2.loss_cls: 0.0358, s2.acc: 94.7984, s2.loss_bbox: 0.0642, s2.loss_mask: 0.0421, loss: 1.0396 2022-06-07 09:51:25,096 - mmdet - INFO - Epoch [20][3300/7330] lr: 1.000e-04, eta: 2 days, 1:46:58, time: 1.458, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0192, loss_rpn_bbox: 0.0266, loss_semantic_seg: 0.1665, s0.loss_cls: 0.1549, s0.acc: 94.2466, s0.loss_bbox: 0.0890, s0.loss_mask: 0.1935, s1.loss_cls: 0.0722, s1.acc: 94.6641, s1.loss_bbox: 0.0995, s1.loss_mask: 0.0909, s2.loss_cls: 0.0365, s2.acc: 94.5100, s2.loss_bbox: 0.0645, s2.loss_mask: 0.0425, loss: 1.0557 2022-06-07 09:52:39,328 - mmdet - INFO - Epoch [20][3350/7330] lr: 1.000e-04, eta: 2 days, 1:45:44, time: 1.484, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0267, loss_semantic_seg: 0.1707, s0.loss_cls: 0.1555, s0.acc: 94.3496, s0.loss_bbox: 0.0864, s0.loss_mask: 0.1929, s1.loss_cls: 0.0713, s1.acc: 94.8231, s1.loss_bbox: 0.0957, s1.loss_mask: 0.0909, s2.loss_cls: 0.0360, s2.acc: 94.7693, s2.loss_bbox: 0.0627, s2.loss_mask: 0.0433, loss: 1.0558 2022-06-07 09:53:51,990 - mmdet - INFO - Epoch [20][3400/7330] lr: 1.000e-04, eta: 2 days, 1:44:29, time: 1.453, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0266, loss_semantic_seg: 0.1718, s0.loss_cls: 0.1611, s0.acc: 94.2026, s0.loss_bbox: 0.0907, s0.loss_mask: 0.1912, s1.loss_cls: 0.0740, s1.acc: 94.7586, s1.loss_bbox: 0.1007, s1.loss_mask: 0.0902, s2.loss_cls: 0.0382, s2.acc: 94.4400, s2.loss_bbox: 0.0644, s2.loss_mask: 0.0425, loss: 1.0740 2022-06-07 09:55:05,132 - mmdet - INFO - Epoch [20][3450/7330] lr: 1.000e-04, eta: 2 days, 1:43:15, time: 1.463, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0253, loss_semantic_seg: 0.1693, s0.loss_cls: 0.1483, s0.acc: 94.5852, s0.loss_bbox: 0.0873, s0.loss_mask: 0.1922, s1.loss_cls: 0.0683, s1.acc: 95.0126, s1.loss_bbox: 0.0950, s1.loss_mask: 0.0902, s2.loss_cls: 0.0348, s2.acc: 94.7755, s2.loss_bbox: 0.0618, s2.loss_mask: 0.0425, loss: 1.0346 2022-06-07 09:56:18,527 - mmdet - INFO - Epoch [20][3500/7330] lr: 1.000e-04, eta: 2 days, 1:42:01, time: 1.467, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0270, loss_semantic_seg: 0.1588, s0.loss_cls: 0.1523, s0.acc: 94.4670, s0.loss_bbox: 0.0885, s0.loss_mask: 0.1857, s1.loss_cls: 0.0698, s1.acc: 94.9493, s1.loss_bbox: 0.0976, s1.loss_mask: 0.0872, s2.loss_cls: 0.0354, s2.acc: 94.8002, s2.loss_bbox: 0.0635, s2.loss_mask: 0.0414, loss: 1.0271 2022-06-07 09:57:31,136 - mmdet - INFO - Epoch [20][3550/7330] lr: 1.000e-04, eta: 2 days, 1:40:46, time: 1.452, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0276, loss_semantic_seg: 0.1776, s0.loss_cls: 0.1611, s0.acc: 94.1367, s0.loss_bbox: 0.0935, s0.loss_mask: 0.1931, s1.loss_cls: 0.0750, s1.acc: 94.6010, s1.loss_bbox: 0.1036, s1.loss_mask: 0.0899, s2.loss_cls: 0.0385, s2.acc: 94.3511, s2.loss_bbox: 0.0658, s2.loss_mask: 0.0421, loss: 1.0889 2022-06-07 09:58:43,743 - mmdet - INFO - Epoch [20][3600/7330] lr: 1.000e-04, eta: 2 days, 1:39:31, time: 1.450, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0250, loss_semantic_seg: 0.1751, s0.loss_cls: 0.1536, s0.acc: 94.4277, s0.loss_bbox: 0.0890, s0.loss_mask: 0.1929, s1.loss_cls: 0.0707, s1.acc: 94.8738, s1.loss_bbox: 0.0974, s1.loss_mask: 0.0908, s2.loss_cls: 0.0356, s2.acc: 94.5824, s2.loss_bbox: 0.0634, s2.loss_mask: 0.0427, loss: 1.0567 2022-06-07 09:59:55,877 - mmdet - INFO - Epoch [20][3650/7330] lr: 1.000e-04, eta: 2 days, 1:38:15, time: 1.445, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0172, loss_rpn_bbox: 0.0246, loss_semantic_seg: 0.1733, s0.loss_cls: 0.1468, s0.acc: 94.6116, s0.loss_bbox: 0.0857, s0.loss_mask: 0.1909, s1.loss_cls: 0.0674, s1.acc: 95.0197, s1.loss_bbox: 0.0961, s1.loss_mask: 0.0898, s2.loss_cls: 0.0345, s2.acc: 94.8952, s2.loss_bbox: 0.0625, s2.loss_mask: 0.0426, loss: 1.0317 2022-06-07 10:01:08,226 - mmdet - INFO - Epoch [20][3700/7330] lr: 1.000e-04, eta: 2 days, 1:37:00, time: 1.447, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0269, loss_semantic_seg: 0.1681, s0.loss_cls: 0.1554, s0.acc: 94.2666, s0.loss_bbox: 0.0881, s0.loss_mask: 0.1900, s1.loss_cls: 0.0718, s1.acc: 94.7993, s1.loss_bbox: 0.0988, s1.loss_mask: 0.0892, s2.loss_cls: 0.0370, s2.acc: 94.5199, s2.loss_bbox: 0.0642, s2.loss_mask: 0.0418, loss: 1.0517 2022-06-07 10:02:21,319 - mmdet - INFO - Epoch [20][3750/7330] lr: 1.000e-04, eta: 2 days, 1:35:46, time: 1.461, data_time: 0.012, memory: 64799, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0248, loss_semantic_seg: 0.1715, s0.loss_cls: 0.1553, s0.acc: 94.3306, s0.loss_bbox: 0.0881, s0.loss_mask: 0.1904, s1.loss_cls: 0.0716, s1.acc: 94.7448, s1.loss_bbox: 0.0996, s1.loss_mask: 0.0905, s2.loss_cls: 0.0367, s2.acc: 94.5492, s2.loss_bbox: 0.0650, s2.loss_mask: 0.0428, loss: 1.0559 2022-06-07 10:03:35,119 - mmdet - INFO - Epoch [20][3800/7330] lr: 1.000e-04, eta: 2 days, 1:34:32, time: 1.477, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0253, loss_semantic_seg: 0.1675, s0.loss_cls: 0.1521, s0.acc: 94.4424, s0.loss_bbox: 0.0891, s0.loss_mask: 0.1899, s1.loss_cls: 0.0694, s1.acc: 94.9142, s1.loss_bbox: 0.1000, s1.loss_mask: 0.0899, s2.loss_cls: 0.0357, s2.acc: 94.6884, s2.loss_bbox: 0.0635, s2.loss_mask: 0.0421, loss: 1.0447 2022-06-07 10:04:47,626 - mmdet - INFO - Epoch [20][3850/7330] lr: 1.000e-04, eta: 2 days, 1:33:17, time: 1.450, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0265, loss_semantic_seg: 0.1702, s0.loss_cls: 0.1525, s0.acc: 94.4490, s0.loss_bbox: 0.0896, s0.loss_mask: 0.1892, s1.loss_cls: 0.0700, s1.acc: 94.9413, s1.loss_bbox: 0.0984, s1.loss_mask: 0.0886, s2.loss_cls: 0.0354, s2.acc: 94.7860, s2.loss_bbox: 0.0626, s2.loss_mask: 0.0417, loss: 1.0467 2022-06-07 10:06:00,672 - mmdet - INFO - Epoch [20][3900/7330] lr: 1.000e-04, eta: 2 days, 1:32:02, time: 1.461, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0267, loss_semantic_seg: 0.1644, s0.loss_cls: 0.1547, s0.acc: 94.4680, s0.loss_bbox: 0.0874, s0.loss_mask: 0.1958, s1.loss_cls: 0.0713, s1.acc: 94.9141, s1.loss_bbox: 0.0953, s1.loss_mask: 0.0918, s2.loss_cls: 0.0357, s2.acc: 94.7015, s2.loss_bbox: 0.0609, s2.loss_mask: 0.0433, loss: 1.0484 2022-06-07 10:07:13,962 - mmdet - INFO - Epoch [20][3950/7330] lr: 1.000e-04, eta: 2 days, 1:30:48, time: 1.466, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0253, loss_semantic_seg: 0.1676, s0.loss_cls: 0.1593, s0.acc: 94.2395, s0.loss_bbox: 0.0915, s0.loss_mask: 0.1962, s1.loss_cls: 0.0722, s1.acc: 94.8079, s1.loss_bbox: 0.0994, s1.loss_mask: 0.0923, s2.loss_cls: 0.0366, s2.acc: 94.5788, s2.loss_bbox: 0.0648, s2.loss_mask: 0.0437, loss: 1.0701 2022-06-07 10:08:27,032 - mmdet - INFO - Epoch [20][4000/7330] lr: 1.000e-04, eta: 2 days, 1:29:33, time: 1.462, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0259, loss_semantic_seg: 0.1692, s0.loss_cls: 0.1575, s0.acc: 94.2407, s0.loss_bbox: 0.0944, s0.loss_mask: 0.1927, s1.loss_cls: 0.0714, s1.acc: 94.7826, s1.loss_bbox: 0.1030, s1.loss_mask: 0.0903, s2.loss_cls: 0.0364, s2.acc: 94.5412, s2.loss_bbox: 0.0666, s2.loss_mask: 0.0427, loss: 1.0707 2022-06-07 10:09:41,130 - mmdet - INFO - Epoch [20][4050/7330] lr: 1.000e-04, eta: 2 days, 1:28:20, time: 1.481, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0272, loss_semantic_seg: 0.1745, s0.loss_cls: 0.1651, s0.acc: 93.9932, s0.loss_bbox: 0.0920, s0.loss_mask: 0.1964, s1.loss_cls: 0.0768, s1.acc: 94.3630, s1.loss_bbox: 0.1004, s1.loss_mask: 0.0928, s2.loss_cls: 0.0386, s2.acc: 94.2345, s2.loss_bbox: 0.0645, s2.loss_mask: 0.0437, loss: 1.0931 2022-06-07 10:10:54,980 - mmdet - INFO - Epoch [20][4100/7330] lr: 1.000e-04, eta: 2 days, 1:27:06, time: 1.477, data_time: 0.020, memory: 64799, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0275, loss_semantic_seg: 0.1701, s0.loss_cls: 0.1605, s0.acc: 94.1702, s0.loss_bbox: 0.0930, s0.loss_mask: 0.1933, s1.loss_cls: 0.0738, s1.acc: 94.5987, s1.loss_bbox: 0.1014, s1.loss_mask: 0.0904, s2.loss_cls: 0.0382, s2.acc: 94.2826, s2.loss_bbox: 0.0663, s2.loss_mask: 0.0428, loss: 1.0790 2022-06-07 10:12:08,515 - mmdet - INFO - Epoch [20][4150/7330] lr: 1.000e-04, eta: 2 days, 1:25:52, time: 1.471, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0189, loss_rpn_bbox: 0.0285, loss_semantic_seg: 0.1670, s0.loss_cls: 0.1598, s0.acc: 94.2683, s0.loss_bbox: 0.0880, s0.loss_mask: 0.1983, s1.loss_cls: 0.0745, s1.acc: 94.6863, s1.loss_bbox: 0.0959, s1.loss_mask: 0.0938, s2.loss_cls: 0.0379, s2.acc: 94.4214, s2.loss_bbox: 0.0621, s2.loss_mask: 0.0438, loss: 1.0686 2022-06-07 10:13:21,612 - mmdet - INFO - Epoch [20][4200/7330] lr: 1.000e-04, eta: 2 days, 1:24:37, time: 1.460, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0258, loss_semantic_seg: 0.1782, s0.loss_cls: 0.1612, s0.acc: 94.0447, s0.loss_bbox: 0.0924, s0.loss_mask: 0.1954, s1.loss_cls: 0.0742, s1.acc: 94.5150, s1.loss_bbox: 0.1033, s1.loss_mask: 0.0921, s2.loss_cls: 0.0380, s2.acc: 94.3534, s2.loss_bbox: 0.0657, s2.loss_mask: 0.0437, loss: 1.0918 2022-06-07 10:14:34,306 - mmdet - INFO - Epoch [20][4250/7330] lr: 1.000e-04, eta: 2 days, 1:23:22, time: 1.456, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0265, loss_semantic_seg: 0.1619, s0.loss_cls: 0.1620, s0.acc: 94.0159, s0.loss_bbox: 0.0926, s0.loss_mask: 0.1922, s1.loss_cls: 0.0762, s1.acc: 94.4898, s1.loss_bbox: 0.1035, s1.loss_mask: 0.0912, s2.loss_cls: 0.0384, s2.acc: 94.3848, s2.loss_bbox: 0.0666, s2.loss_mask: 0.0428, loss: 1.0758 2022-06-07 10:15:48,132 - mmdet - INFO - Epoch [20][4300/7330] lr: 1.000e-04, eta: 2 days, 1:22:08, time: 1.476, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0252, loss_semantic_seg: 0.1685, s0.loss_cls: 0.1526, s0.acc: 94.3962, s0.loss_bbox: 0.0892, s0.loss_mask: 0.1931, s1.loss_cls: 0.0713, s1.acc: 94.7833, s1.loss_bbox: 0.0992, s1.loss_mask: 0.0906, s2.loss_cls: 0.0367, s2.acc: 94.5207, s2.loss_bbox: 0.0620, s2.loss_mask: 0.0431, loss: 1.0513 2022-06-07 10:17:01,417 - mmdet - INFO - Epoch [20][4350/7330] lr: 1.000e-04, eta: 2 days, 1:20:54, time: 1.464, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0262, loss_semantic_seg: 0.1708, s0.loss_cls: 0.1552, s0.acc: 94.2815, s0.loss_bbox: 0.0881, s0.loss_mask: 0.1938, s1.loss_cls: 0.0725, s1.acc: 94.6417, s1.loss_bbox: 0.0989, s1.loss_mask: 0.0909, s2.loss_cls: 0.0371, s2.acc: 94.3973, s2.loss_bbox: 0.0639, s2.loss_mask: 0.0427, loss: 1.0599 2022-06-07 10:18:15,602 - mmdet - INFO - Epoch [20][4400/7330] lr: 1.000e-04, eta: 2 days, 1:19:41, time: 1.486, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0276, loss_semantic_seg: 0.1714, s0.loss_cls: 0.1577, s0.acc: 94.2124, s0.loss_bbox: 0.0883, s0.loss_mask: 0.1893, s1.loss_cls: 0.0726, s1.acc: 94.6867, s1.loss_bbox: 0.0970, s1.loss_mask: 0.0890, s2.loss_cls: 0.0373, s2.acc: 94.4257, s2.loss_bbox: 0.0615, s2.loss_mask: 0.0420, loss: 1.0544 2022-06-07 10:19:28,695 - mmdet - INFO - Epoch [20][4450/7330] lr: 1.000e-04, eta: 2 days, 1:18:26, time: 1.462, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0273, loss_semantic_seg: 0.1688, s0.loss_cls: 0.1512, s0.acc: 94.3904, s0.loss_bbox: 0.0881, s0.loss_mask: 0.1985, s1.loss_cls: 0.0704, s1.acc: 94.8201, s1.loss_bbox: 0.0988, s1.loss_mask: 0.0937, s2.loss_cls: 0.0360, s2.acc: 94.6324, s2.loss_bbox: 0.0649, s2.loss_mask: 0.0446, loss: 1.0627 2022-06-07 10:20:41,569 - mmdet - INFO - Epoch [20][4500/7330] lr: 1.000e-04, eta: 2 days, 1:17:11, time: 1.458, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0260, loss_semantic_seg: 0.1723, s0.loss_cls: 0.1459, s0.acc: 94.5632, s0.loss_bbox: 0.0850, s0.loss_mask: 0.1874, s1.loss_cls: 0.0674, s1.acc: 94.9455, s1.loss_bbox: 0.0930, s1.loss_mask: 0.0875, s2.loss_cls: 0.0351, s2.acc: 94.7097, s2.loss_bbox: 0.0612, s2.loss_mask: 0.0416, loss: 1.0225 2022-06-07 10:21:54,761 - mmdet - INFO - Epoch [20][4550/7330] lr: 1.000e-04, eta: 2 days, 1:15:57, time: 1.464, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0276, loss_semantic_seg: 0.1646, s0.loss_cls: 0.1595, s0.acc: 94.1804, s0.loss_bbox: 0.0897, s0.loss_mask: 0.1959, s1.loss_cls: 0.0735, s1.acc: 94.6400, s1.loss_bbox: 0.0991, s1.loss_mask: 0.0921, s2.loss_cls: 0.0379, s2.acc: 94.3982, s2.loss_bbox: 0.0648, s2.loss_mask: 0.0432, loss: 1.0704 2022-06-07 10:23:07,653 - mmdet - INFO - Epoch [20][4600/7330] lr: 1.000e-04, eta: 2 days, 1:14:42, time: 1.458, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0188, loss_rpn_bbox: 0.0259, loss_semantic_seg: 0.1668, s0.loss_cls: 0.1415, s0.acc: 94.7546, s0.loss_bbox: 0.0869, s0.loss_mask: 0.1915, s1.loss_cls: 0.0651, s1.acc: 95.2355, s1.loss_bbox: 0.0947, s1.loss_mask: 0.0903, s2.loss_cls: 0.0329, s2.acc: 95.0787, s2.loss_bbox: 0.0619, s2.loss_mask: 0.0429, loss: 1.0192 2022-06-07 10:24:20,638 - mmdet - INFO - Epoch [20][4650/7330] lr: 1.000e-04, eta: 2 days, 1:13:28, time: 1.460, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0255, loss_semantic_seg: 0.1720, s0.loss_cls: 0.1443, s0.acc: 94.7637, s0.loss_bbox: 0.0844, s0.loss_mask: 0.1896, s1.loss_cls: 0.0662, s1.acc: 95.2355, s1.loss_bbox: 0.0920, s1.loss_mask: 0.0899, s2.loss_cls: 0.0342, s2.acc: 94.9345, s2.loss_bbox: 0.0589, s2.loss_mask: 0.0425, loss: 1.0193 2022-06-07 10:25:32,845 - mmdet - INFO - Epoch [20][4700/7330] lr: 1.000e-04, eta: 2 days, 1:12:12, time: 1.444, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0255, loss_semantic_seg: 0.1678, s0.loss_cls: 0.1480, s0.acc: 94.5637, s0.loss_bbox: 0.0891, s0.loss_mask: 0.1983, s1.loss_cls: 0.0677, s1.acc: 95.0130, s1.loss_bbox: 0.0995, s1.loss_mask: 0.0941, s2.loss_cls: 0.0347, s2.acc: 94.8426, s2.loss_bbox: 0.0644, s2.loss_mask: 0.0442, loss: 1.0529 2022-06-07 10:26:45,366 - mmdet - INFO - Epoch [20][4750/7330] lr: 1.000e-04, eta: 2 days, 1:10:57, time: 1.450, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0251, loss_semantic_seg: 0.1731, s0.loss_cls: 0.1536, s0.acc: 94.4941, s0.loss_bbox: 0.0880, s0.loss_mask: 0.1891, s1.loss_cls: 0.0710, s1.acc: 94.8843, s1.loss_bbox: 0.0953, s1.loss_mask: 0.0890, s2.loss_cls: 0.0358, s2.acc: 94.7311, s2.loss_bbox: 0.0608, s2.loss_mask: 0.0413, loss: 1.0425 2022-06-07 10:27:57,172 - mmdet - INFO - Epoch [20][4800/7330] lr: 1.000e-04, eta: 2 days, 1:09:42, time: 1.436, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0244, loss_semantic_seg: 0.1720, s0.loss_cls: 0.1441, s0.acc: 94.7720, s0.loss_bbox: 0.0852, s0.loss_mask: 0.1889, s1.loss_cls: 0.0666, s1.acc: 95.2632, s1.loss_bbox: 0.0941, s1.loss_mask: 0.0888, s2.loss_cls: 0.0345, s2.acc: 94.9331, s2.loss_bbox: 0.0600, s2.loss_mask: 0.0421, loss: 1.0203 2022-06-07 10:29:11,837 - mmdet - INFO - Epoch [20][4850/7330] lr: 1.000e-04, eta: 2 days, 1:08:29, time: 1.493, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0283, loss_semantic_seg: 0.1705, s0.loss_cls: 0.1621, s0.acc: 94.0879, s0.loss_bbox: 0.0936, s0.loss_mask: 0.1957, s1.loss_cls: 0.0754, s1.acc: 94.5520, s1.loss_bbox: 0.1006, s1.loss_mask: 0.0914, s2.loss_cls: 0.0379, s2.acc: 94.4562, s2.loss_bbox: 0.0650, s2.loss_mask: 0.0429, loss: 1.0848 2022-06-07 10:30:26,257 - mmdet - INFO - Epoch [20][4900/7330] lr: 1.000e-04, eta: 2 days, 1:07:15, time: 1.489, data_time: 0.020, memory: 64799, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0276, loss_semantic_seg: 0.1704, s0.loss_cls: 0.1548, s0.acc: 94.3896, s0.loss_bbox: 0.0867, s0.loss_mask: 0.1930, s1.loss_cls: 0.0720, s1.acc: 94.8200, s1.loss_bbox: 0.0976, s1.loss_mask: 0.0915, s2.loss_cls: 0.0358, s2.acc: 94.6790, s2.loss_bbox: 0.0642, s2.loss_mask: 0.0433, loss: 1.0582 2022-06-07 10:31:40,669 - mmdet - INFO - Epoch [20][4950/7330] lr: 1.000e-04, eta: 2 days, 1:06:02, time: 1.488, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0181, loss_rpn_bbox: 0.0262, loss_semantic_seg: 0.1668, s0.loss_cls: 0.1451, s0.acc: 94.6130, s0.loss_bbox: 0.0860, s0.loss_mask: 0.1870, s1.loss_cls: 0.0664, s1.acc: 95.1327, s1.loss_bbox: 0.0951, s1.loss_mask: 0.0883, s2.loss_cls: 0.0344, s2.acc: 94.8302, s2.loss_bbox: 0.0622, s2.loss_mask: 0.0410, loss: 1.0165 2022-06-07 10:32:53,562 - mmdet - INFO - Epoch [20][5000/7330] lr: 1.000e-04, eta: 2 days, 1:04:47, time: 1.458, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0265, loss_semantic_seg: 0.1715, s0.loss_cls: 0.1530, s0.acc: 94.5083, s0.loss_bbox: 0.0877, s0.loss_mask: 0.1872, s1.loss_cls: 0.0699, s1.acc: 95.0070, s1.loss_bbox: 0.0961, s1.loss_mask: 0.0880, s2.loss_cls: 0.0353, s2.acc: 94.8572, s2.loss_bbox: 0.0623, s2.loss_mask: 0.0418, loss: 1.0392 2022-06-07 10:34:08,070 - mmdet - INFO - Epoch [20][5050/7330] lr: 1.000e-04, eta: 2 days, 1:03:34, time: 1.490, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0263, loss_semantic_seg: 0.1745, s0.loss_cls: 0.1590, s0.acc: 94.3232, s0.loss_bbox: 0.0895, s0.loss_mask: 0.1918, s1.loss_cls: 0.0730, s1.acc: 94.7774, s1.loss_bbox: 0.1013, s1.loss_mask: 0.0904, s2.loss_cls: 0.0369, s2.acc: 94.5201, s2.loss_bbox: 0.0646, s2.loss_mask: 0.0427, loss: 1.0720 2022-06-07 10:35:20,955 - mmdet - INFO - Epoch [20][5100/7330] lr: 1.000e-04, eta: 2 days, 1:02:19, time: 1.458, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0245, loss_semantic_seg: 0.1738, s0.loss_cls: 0.1551, s0.acc: 94.3816, s0.loss_bbox: 0.0856, s0.loss_mask: 0.1873, s1.loss_cls: 0.0720, s1.acc: 94.7803, s1.loss_bbox: 0.0950, s1.loss_mask: 0.0881, s2.loss_cls: 0.0362, s2.acc: 94.7114, s2.loss_bbox: 0.0623, s2.loss_mask: 0.0415, loss: 1.0414 2022-06-07 10:36:34,666 - mmdet - INFO - Epoch [20][5150/7330] lr: 1.000e-04, eta: 2 days, 1:01:05, time: 1.474, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0245, loss_rpn_bbox: 0.0291, loss_semantic_seg: 0.1722, s0.loss_cls: 0.1636, s0.acc: 93.9663, s0.loss_bbox: 0.0921, s0.loss_mask: 0.1961, s1.loss_cls: 0.0756, s1.acc: 94.4707, s1.loss_bbox: 0.1029, s1.loss_mask: 0.0922, s2.loss_cls: 0.0382, s2.acc: 94.2539, s2.loss_bbox: 0.0667, s2.loss_mask: 0.0434, loss: 1.0965 2022-06-07 10:37:47,835 - mmdet - INFO - Epoch [20][5200/7330] lr: 1.000e-04, eta: 2 days, 0:59:51, time: 1.463, data_time: 0.020, memory: 64799, loss_rpn_cls: 0.0182, loss_rpn_bbox: 0.0247, loss_semantic_seg: 0.1700, s0.loss_cls: 0.1560, s0.acc: 94.2166, s0.loss_bbox: 0.0913, s0.loss_mask: 0.1929, s1.loss_cls: 0.0738, s1.acc: 94.5523, s1.loss_bbox: 0.1013, s1.loss_mask: 0.0907, s2.loss_cls: 0.0375, s2.acc: 94.3209, s2.loss_bbox: 0.0646, s2.loss_mask: 0.0430, loss: 1.0639 2022-06-07 10:39:01,608 - mmdet - INFO - Epoch [20][5250/7330] lr: 1.000e-04, eta: 2 days, 0:58:37, time: 1.476, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0269, loss_semantic_seg: 0.1723, s0.loss_cls: 0.1553, s0.acc: 94.2722, s0.loss_bbox: 0.0901, s0.loss_mask: 0.1939, s1.loss_cls: 0.0723, s1.acc: 94.7357, s1.loss_bbox: 0.0973, s1.loss_mask: 0.0910, s2.loss_cls: 0.0365, s2.acc: 94.5947, s2.loss_bbox: 0.0632, s2.loss_mask: 0.0432, loss: 1.0636 2022-06-07 10:40:15,101 - mmdet - INFO - Epoch [20][5300/7330] lr: 1.000e-04, eta: 2 days, 0:57:23, time: 1.470, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0251, loss_semantic_seg: 0.1749, s0.loss_cls: 0.1507, s0.acc: 94.5154, s0.loss_bbox: 0.0862, s0.loss_mask: 0.1944, s1.loss_cls: 0.0701, s1.acc: 94.8842, s1.loss_bbox: 0.0938, s1.loss_mask: 0.0905, s2.loss_cls: 0.0353, s2.acc: 94.7923, s2.loss_bbox: 0.0610, s2.loss_mask: 0.0425, loss: 1.0447 2022-06-07 10:41:28,739 - mmdet - INFO - Epoch [20][5350/7330] lr: 1.000e-04, eta: 2 days, 0:56:09, time: 1.473, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0275, loss_semantic_seg: 0.1693, s0.loss_cls: 0.1493, s0.acc: 94.4155, s0.loss_bbox: 0.0913, s0.loss_mask: 0.1984, s1.loss_cls: 0.0692, s1.acc: 94.8964, s1.loss_bbox: 0.1016, s1.loss_mask: 0.0933, s2.loss_cls: 0.0353, s2.acc: 94.7016, s2.loss_bbox: 0.0639, s2.loss_mask: 0.0436, loss: 1.0625 2022-06-07 10:42:42,420 - mmdet - INFO - Epoch [20][5400/7330] lr: 1.000e-04, eta: 2 days, 0:54:55, time: 1.473, data_time: 0.025, memory: 64799, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0262, loss_semantic_seg: 0.1731, s0.loss_cls: 0.1560, s0.acc: 94.3228, s0.loss_bbox: 0.0876, s0.loss_mask: 0.1928, s1.loss_cls: 0.0715, s1.acc: 94.7694, s1.loss_bbox: 0.0969, s1.loss_mask: 0.0906, s2.loss_cls: 0.0364, s2.acc: 94.6384, s2.loss_bbox: 0.0618, s2.loss_mask: 0.0429, loss: 1.0564 2022-06-07 10:43:54,929 - mmdet - INFO - Epoch [20][5450/7330] lr: 1.000e-04, eta: 2 days, 0:53:40, time: 1.450, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0262, loss_semantic_seg: 0.1764, s0.loss_cls: 0.1594, s0.acc: 94.2493, s0.loss_bbox: 0.0904, s0.loss_mask: 0.1956, s1.loss_cls: 0.0729, s1.acc: 94.7176, s1.loss_bbox: 0.1002, s1.loss_mask: 0.0924, s2.loss_cls: 0.0374, s2.acc: 94.5200, s2.loss_bbox: 0.0641, s2.loss_mask: 0.0435, loss: 1.0784 2022-06-07 10:45:07,887 - mmdet - INFO - Epoch [20][5500/7330] lr: 1.000e-04, eta: 2 days, 0:52:25, time: 1.457, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0261, loss_semantic_seg: 0.1698, s0.loss_cls: 0.1496, s0.acc: 94.5737, s0.loss_bbox: 0.0843, s0.loss_mask: 0.1915, s1.loss_cls: 0.0700, s1.acc: 94.9992, s1.loss_bbox: 0.0951, s1.loss_mask: 0.0904, s2.loss_cls: 0.0357, s2.acc: 94.7281, s2.loss_bbox: 0.0632, s2.loss_mask: 0.0430, loss: 1.0389 2022-06-07 10:46:20,365 - mmdet - INFO - Epoch [20][5550/7330] lr: 1.000e-04, eta: 2 days, 0:51:10, time: 1.452, data_time: 0.024, memory: 64799, loss_rpn_cls: 0.0189, loss_rpn_bbox: 0.0261, loss_semantic_seg: 0.1690, s0.loss_cls: 0.1530, s0.acc: 94.4641, s0.loss_bbox: 0.0865, s0.loss_mask: 0.1949, s1.loss_cls: 0.0705, s1.acc: 94.8664, s1.loss_bbox: 0.0991, s1.loss_mask: 0.0918, s2.loss_cls: 0.0359, s2.acc: 94.7476, s2.loss_bbox: 0.0642, s2.loss_mask: 0.0437, loss: 1.0536 2022-06-07 10:47:32,980 - mmdet - INFO - Epoch [20][5600/7330] lr: 1.000e-04, eta: 2 days, 0:49:55, time: 1.452, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0278, loss_semantic_seg: 0.1716, s0.loss_cls: 0.1657, s0.acc: 93.9058, s0.loss_bbox: 0.0940, s0.loss_mask: 0.1943, s1.loss_cls: 0.0761, s1.acc: 94.3484, s1.loss_bbox: 0.1038, s1.loss_mask: 0.0903, s2.loss_cls: 0.0388, s2.acc: 94.0728, s2.loss_bbox: 0.0650, s2.loss_mask: 0.0428, loss: 1.0908 2022-06-07 10:48:45,796 - mmdet - INFO - Epoch [20][5650/7330] lr: 1.000e-04, eta: 2 days, 0:48:41, time: 1.456, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0262, loss_semantic_seg: 0.1751, s0.loss_cls: 0.1569, s0.acc: 94.3728, s0.loss_bbox: 0.0878, s0.loss_mask: 0.1865, s1.loss_cls: 0.0743, s1.acc: 94.7536, s1.loss_bbox: 0.0978, s1.loss_mask: 0.0871, s2.loss_cls: 0.0376, s2.acc: 94.6006, s2.loss_bbox: 0.0639, s2.loss_mask: 0.0410, loss: 1.0545 2022-06-07 10:49:57,881 - mmdet - INFO - Epoch [20][5700/7330] lr: 1.000e-04, eta: 2 days, 0:47:25, time: 1.442, data_time: 0.020, memory: 64799, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0248, loss_semantic_seg: 0.1637, s0.loss_cls: 0.1436, s0.acc: 94.7847, s0.loss_bbox: 0.0823, s0.loss_mask: 0.1920, s1.loss_cls: 0.0665, s1.acc: 95.2464, s1.loss_bbox: 0.0924, s1.loss_mask: 0.0909, s2.loss_cls: 0.0341, s2.acc: 95.0156, s2.loss_bbox: 0.0607, s2.loss_mask: 0.0433, loss: 1.0143 2022-06-07 10:51:10,449 - mmdet - INFO - Epoch [20][5750/7330] lr: 1.000e-04, eta: 2 days, 0:46:10, time: 1.451, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0190, loss_rpn_bbox: 0.0241, loss_semantic_seg: 0.1665, s0.loss_cls: 0.1391, s0.acc: 94.8816, s0.loss_bbox: 0.0822, s0.loss_mask: 0.1896, s1.loss_cls: 0.0643, s1.acc: 95.2940, s1.loss_bbox: 0.0925, s1.loss_mask: 0.0892, s2.loss_cls: 0.0329, s2.acc: 95.0327, s2.loss_bbox: 0.0600, s2.loss_mask: 0.0424, loss: 1.0018 2022-06-07 10:52:23,301 - mmdet - INFO - Epoch [20][5800/7330] lr: 1.000e-04, eta: 2 days, 0:44:56, time: 1.455, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0270, loss_semantic_seg: 0.1663, s0.loss_cls: 0.1559, s0.acc: 94.3235, s0.loss_bbox: 0.0875, s0.loss_mask: 0.1915, s1.loss_cls: 0.0716, s1.acc: 94.8045, s1.loss_bbox: 0.0958, s1.loss_mask: 0.0899, s2.loss_cls: 0.0359, s2.acc: 94.6583, s2.loss_bbox: 0.0617, s2.loss_mask: 0.0422, loss: 1.0465 2022-06-07 10:53:37,040 - mmdet - INFO - Epoch [20][5850/7330] lr: 1.000e-04, eta: 2 days, 0:43:42, time: 1.476, data_time: 0.023, memory: 64799, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0266, loss_semantic_seg: 0.1709, s0.loss_cls: 0.1546, s0.acc: 94.3811, s0.loss_bbox: 0.0890, s0.loss_mask: 0.1924, s1.loss_cls: 0.0709, s1.acc: 94.9041, s1.loss_bbox: 0.0982, s1.loss_mask: 0.0902, s2.loss_cls: 0.0361, s2.acc: 94.7739, s2.loss_bbox: 0.0630, s2.loss_mask: 0.0424, loss: 1.0549 2022-06-07 10:54:48,965 - mmdet - INFO - Epoch [20][5900/7330] lr: 1.000e-04, eta: 2 days, 0:42:26, time: 1.439, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0265, loss_semantic_seg: 0.1671, s0.loss_cls: 0.1518, s0.acc: 94.4500, s0.loss_bbox: 0.0891, s0.loss_mask: 0.1940, s1.loss_cls: 0.0701, s1.acc: 94.9085, s1.loss_bbox: 0.0980, s1.loss_mask: 0.0915, s2.loss_cls: 0.0355, s2.acc: 94.7302, s2.loss_bbox: 0.0624, s2.loss_mask: 0.0428, loss: 1.0508 2022-06-07 10:56:00,615 - mmdet - INFO - Epoch [20][5950/7330] lr: 1.000e-04, eta: 2 days, 0:41:11, time: 1.433, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0165, loss_rpn_bbox: 0.0238, loss_semantic_seg: 0.1681, s0.loss_cls: 0.1366, s0.acc: 94.9766, s0.loss_bbox: 0.0824, s0.loss_mask: 0.1871, s1.loss_cls: 0.0638, s1.acc: 95.3749, s1.loss_bbox: 0.0898, s1.loss_mask: 0.0879, s2.loss_cls: 0.0326, s2.acc: 95.1084, s2.loss_bbox: 0.0571, s2.loss_mask: 0.0411, loss: 0.9868 2022-06-07 10:57:14,054 - mmdet - INFO - Epoch [20][6000/7330] lr: 1.000e-04, eta: 2 days, 0:39:56, time: 1.468, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0258, loss_semantic_seg: 0.1654, s0.loss_cls: 0.1603, s0.acc: 94.1357, s0.loss_bbox: 0.0931, s0.loss_mask: 0.1932, s1.loss_cls: 0.0746, s1.acc: 94.5641, s1.loss_bbox: 0.1018, s1.loss_mask: 0.0905, s2.loss_cls: 0.0379, s2.acc: 94.4348, s2.loss_bbox: 0.0648, s2.loss_mask: 0.0429, loss: 1.0723 2022-06-07 10:58:26,775 - mmdet - INFO - Epoch [20][6050/7330] lr: 1.000e-04, eta: 2 days, 0:38:42, time: 1.455, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0188, loss_rpn_bbox: 0.0274, loss_semantic_seg: 0.1667, s0.loss_cls: 0.1556, s0.acc: 94.3147, s0.loss_bbox: 0.0899, s0.loss_mask: 0.1961, s1.loss_cls: 0.0706, s1.acc: 94.7829, s1.loss_bbox: 0.0999, s1.loss_mask: 0.0926, s2.loss_cls: 0.0365, s2.acc: 94.4683, s2.loss_bbox: 0.0640, s2.loss_mask: 0.0436, loss: 1.0617 2022-06-07 10:59:38,807 - mmdet - INFO - Epoch [20][6100/7330] lr: 1.000e-04, eta: 2 days, 0:37:26, time: 1.441, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0272, loss_semantic_seg: 0.1779, s0.loss_cls: 0.1611, s0.acc: 94.0159, s0.loss_bbox: 0.0925, s0.loss_mask: 0.1980, s1.loss_cls: 0.0744, s1.acc: 94.4794, s1.loss_bbox: 0.1020, s1.loss_mask: 0.0931, s2.loss_cls: 0.0375, s2.acc: 94.3277, s2.loss_bbox: 0.0648, s2.loss_mask: 0.0435, loss: 1.0943 2022-06-07 11:00:51,321 - mmdet - INFO - Epoch [20][6150/7330] lr: 1.000e-04, eta: 2 days, 0:36:11, time: 1.450, data_time: 0.011, memory: 64799, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0262, loss_semantic_seg: 0.1702, s0.loss_cls: 0.1559, s0.acc: 94.3604, s0.loss_bbox: 0.0881, s0.loss_mask: 0.1934, s1.loss_cls: 0.0718, s1.acc: 94.8017, s1.loss_bbox: 0.1000, s1.loss_mask: 0.0914, s2.loss_cls: 0.0372, s2.acc: 94.4830, s2.loss_bbox: 0.0632, s2.loss_mask: 0.0429, loss: 1.0614 2022-06-07 11:02:04,223 - mmdet - INFO - Epoch [20][6200/7330] lr: 1.000e-04, eta: 2 days, 0:34:57, time: 1.458, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0190, loss_rpn_bbox: 0.0260, loss_semantic_seg: 0.1696, s0.loss_cls: 0.1575, s0.acc: 94.2830, s0.loss_bbox: 0.0901, s0.loss_mask: 0.1887, s1.loss_cls: 0.0721, s1.acc: 94.7013, s1.loss_bbox: 0.1000, s1.loss_mask: 0.0886, s2.loss_cls: 0.0367, s2.acc: 94.5293, s2.loss_bbox: 0.0665, s2.loss_mask: 0.0418, loss: 1.0566 2022-06-07 11:03:18,255 - mmdet - INFO - Epoch [20][6250/7330] lr: 1.000e-04, eta: 2 days, 0:33:43, time: 1.481, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0273, loss_semantic_seg: 0.1686, s0.loss_cls: 0.1573, s0.acc: 94.3135, s0.loss_bbox: 0.0887, s0.loss_mask: 0.1925, s1.loss_cls: 0.0728, s1.acc: 94.7902, s1.loss_bbox: 0.0984, s1.loss_mask: 0.0899, s2.loss_cls: 0.0375, s2.acc: 94.4801, s2.loss_bbox: 0.0623, s2.loss_mask: 0.0417, loss: 1.0590 2022-06-07 11:04:32,197 - mmdet - INFO - Epoch [20][6300/7330] lr: 1.000e-04, eta: 2 days, 0:32:29, time: 1.477, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0187, loss_rpn_bbox: 0.0268, loss_semantic_seg: 0.1764, s0.loss_cls: 0.1661, s0.acc: 93.9824, s0.loss_bbox: 0.0920, s0.loss_mask: 0.1922, s1.loss_cls: 0.0778, s1.acc: 94.3296, s1.loss_bbox: 0.1002, s1.loss_mask: 0.0900, s2.loss_cls: 0.0396, s2.acc: 94.1536, s2.loss_bbox: 0.0654, s2.loss_mask: 0.0428, loss: 1.0878 2022-06-07 11:05:45,855 - mmdet - INFO - Epoch [20][6350/7330] lr: 1.000e-04, eta: 2 days, 0:31:15, time: 1.475, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0255, loss_semantic_seg: 0.1782, s0.loss_cls: 0.1474, s0.acc: 94.6287, s0.loss_bbox: 0.0824, s0.loss_mask: 0.1850, s1.loss_cls: 0.0686, s1.acc: 95.0213, s1.loss_bbox: 0.0937, s1.loss_mask: 0.0874, s2.loss_cls: 0.0357, s2.acc: 94.6453, s2.loss_bbox: 0.0618, s2.loss_mask: 0.0414, loss: 1.0273 2022-06-07 11:06:59,189 - mmdet - INFO - Epoch [20][6400/7330] lr: 1.000e-04, eta: 2 days, 0:30:01, time: 1.466, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0263, loss_semantic_seg: 0.1722, s0.loss_cls: 0.1579, s0.acc: 94.3442, s0.loss_bbox: 0.0871, s0.loss_mask: 0.1916, s1.loss_cls: 0.0742, s1.acc: 94.7084, s1.loss_bbox: 0.0954, s1.loss_mask: 0.0901, s2.loss_cls: 0.0379, s2.acc: 94.5264, s2.loss_bbox: 0.0618, s2.loss_mask: 0.0426, loss: 1.0578 2022-06-07 11:08:12,506 - mmdet - INFO - Epoch [20][6450/7330] lr: 1.000e-04, eta: 2 days, 0:28:47, time: 1.467, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0266, loss_semantic_seg: 0.1677, s0.loss_cls: 0.1623, s0.acc: 94.1035, s0.loss_bbox: 0.0890, s0.loss_mask: 0.1961, s1.loss_cls: 0.0757, s1.acc: 94.5042, s1.loss_bbox: 0.0991, s1.loss_mask: 0.0924, s2.loss_cls: 0.0385, s2.acc: 94.3466, s2.loss_bbox: 0.0643, s2.loss_mask: 0.0437, loss: 1.0772 2022-06-07 11:09:25,056 - mmdet - INFO - Epoch [20][6500/7330] lr: 1.000e-04, eta: 2 days, 0:27:32, time: 1.451, data_time: 0.023, memory: 64799, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0258, loss_semantic_seg: 0.1739, s0.loss_cls: 0.1542, s0.acc: 94.3542, s0.loss_bbox: 0.0877, s0.loss_mask: 0.1897, s1.loss_cls: 0.0719, s1.acc: 94.7548, s1.loss_bbox: 0.0977, s1.loss_mask: 0.0893, s2.loss_cls: 0.0363, s2.acc: 94.5233, s2.loss_bbox: 0.0631, s2.loss_mask: 0.0423, loss: 1.0528 2022-06-07 11:10:37,513 - mmdet - INFO - Epoch [20][6550/7330] lr: 1.000e-04, eta: 2 days, 0:26:17, time: 1.449, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0268, loss_semantic_seg: 0.1624, s0.loss_cls: 0.1552, s0.acc: 94.3496, s0.loss_bbox: 0.0897, s0.loss_mask: 0.1924, s1.loss_cls: 0.0727, s1.acc: 94.7319, s1.loss_bbox: 0.0978, s1.loss_mask: 0.0907, s2.loss_cls: 0.0369, s2.acc: 94.5542, s2.loss_bbox: 0.0625, s2.loss_mask: 0.0427, loss: 1.0498 2022-06-07 11:11:50,508 - mmdet - INFO - Epoch [20][6600/7330] lr: 1.000e-04, eta: 2 days, 0:25:02, time: 1.460, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0244, loss_semantic_seg: 0.1714, s0.loss_cls: 0.1471, s0.acc: 94.5991, s0.loss_bbox: 0.0848, s0.loss_mask: 0.1909, s1.loss_cls: 0.0675, s1.acc: 95.1016, s1.loss_bbox: 0.0949, s1.loss_mask: 0.0897, s2.loss_cls: 0.0349, s2.acc: 94.7793, s2.loss_bbox: 0.0623, s2.loss_mask: 0.0423, loss: 1.0310 2022-06-07 11:13:03,641 - mmdet - INFO - Epoch [20][6650/7330] lr: 1.000e-04, eta: 2 days, 0:23:48, time: 1.462, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0183, loss_rpn_bbox: 0.0256, loss_semantic_seg: 0.1698, s0.loss_cls: 0.1556, s0.acc: 94.3433, s0.loss_bbox: 0.0872, s0.loss_mask: 0.1964, s1.loss_cls: 0.0723, s1.acc: 94.7699, s1.loss_bbox: 0.0987, s1.loss_mask: 0.0914, s2.loss_cls: 0.0373, s2.acc: 94.4615, s2.loss_bbox: 0.0635, s2.loss_mask: 0.0428, loss: 1.0589 2022-06-07 11:14:15,985 - mmdet - INFO - Epoch [20][6700/7330] lr: 1.000e-04, eta: 2 days, 0:22:33, time: 1.445, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0262, loss_semantic_seg: 0.1741, s0.loss_cls: 0.1525, s0.acc: 94.4417, s0.loss_bbox: 0.0855, s0.loss_mask: 0.1890, s1.loss_cls: 0.0700, s1.acc: 94.9388, s1.loss_bbox: 0.0952, s1.loss_mask: 0.0891, s2.loss_cls: 0.0358, s2.acc: 94.7204, s2.loss_bbox: 0.0619, s2.loss_mask: 0.0423, loss: 1.0420 2022-06-07 11:15:28,579 - mmdet - INFO - Epoch [20][6750/7330] lr: 1.000e-04, eta: 2 days, 0:21:18, time: 1.454, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0259, loss_semantic_seg: 0.1747, s0.loss_cls: 0.1599, s0.acc: 94.1973, s0.loss_bbox: 0.0907, s0.loss_mask: 0.1884, s1.loss_cls: 0.0739, s1.acc: 94.6456, s1.loss_bbox: 0.1002, s1.loss_mask: 0.0885, s2.loss_cls: 0.0380, s2.acc: 94.4924, s2.loss_bbox: 0.0642, s2.loss_mask: 0.0420, loss: 1.0675 2022-06-07 11:16:41,692 - mmdet - INFO - Epoch [20][6800/7330] lr: 1.000e-04, eta: 2 days, 0:20:03, time: 1.462, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0266, loss_semantic_seg: 0.1567, s0.loss_cls: 0.1600, s0.acc: 94.0366, s0.loss_bbox: 0.0914, s0.loss_mask: 0.1986, s1.loss_cls: 0.0745, s1.acc: 94.5393, s1.loss_bbox: 0.1035, s1.loss_mask: 0.0937, s2.loss_cls: 0.0375, s2.acc: 94.4649, s2.loss_bbox: 0.0662, s2.loss_mask: 0.0438, loss: 1.0732 2022-06-07 11:17:55,430 - mmdet - INFO - Epoch [20][6850/7330] lr: 1.000e-04, eta: 2 days, 0:18:49, time: 1.475, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0270, loss_semantic_seg: 0.1758, s0.loss_cls: 0.1587, s0.acc: 94.3469, s0.loss_bbox: 0.0892, s0.loss_mask: 0.1956, s1.loss_cls: 0.0743, s1.acc: 94.7788, s1.loss_bbox: 0.0983, s1.loss_mask: 0.0927, s2.loss_cls: 0.0372, s2.acc: 94.5831, s2.loss_bbox: 0.0615, s2.loss_mask: 0.0440, loss: 1.0771 2022-06-07 11:19:08,619 - mmdet - INFO - Epoch [20][6900/7330] lr: 1.000e-04, eta: 2 days, 0:17:35, time: 1.464, data_time: 0.023, memory: 64799, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0260, loss_semantic_seg: 0.1743, s0.loss_cls: 0.1576, s0.acc: 94.3171, s0.loss_bbox: 0.0877, s0.loss_mask: 0.1898, s1.loss_cls: 0.0729, s1.acc: 94.7614, s1.loss_bbox: 0.0987, s1.loss_mask: 0.0896, s2.loss_cls: 0.0369, s2.acc: 94.5223, s2.loss_bbox: 0.0635, s2.loss_mask: 0.0424, loss: 1.0595 2022-06-07 11:20:21,712 - mmdet - INFO - Epoch [20][6950/7330] lr: 1.000e-04, eta: 2 days, 0:16:21, time: 1.462, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0271, loss_semantic_seg: 0.1801, s0.loss_cls: 0.1623, s0.acc: 94.1333, s0.loss_bbox: 0.0927, s0.loss_mask: 0.2006, s1.loss_cls: 0.0738, s1.acc: 94.6634, s1.loss_bbox: 0.1020, s1.loss_mask: 0.0948, s2.loss_cls: 0.0381, s2.acc: 94.4352, s2.loss_bbox: 0.0653, s2.loss_mask: 0.0442, loss: 1.1052 2022-06-07 11:21:34,478 - mmdet - INFO - Epoch [20][7000/7330] lr: 1.000e-04, eta: 2 days, 0:15:06, time: 1.455, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0257, loss_semantic_seg: 0.1682, s0.loss_cls: 0.1429, s0.acc: 94.8228, s0.loss_bbox: 0.0827, s0.loss_mask: 0.1893, s1.loss_cls: 0.0640, s1.acc: 95.3497, s1.loss_bbox: 0.0921, s1.loss_mask: 0.0891, s2.loss_cls: 0.0329, s2.acc: 95.1531, s2.loss_bbox: 0.0608, s2.loss_mask: 0.0421, loss: 1.0102 2022-06-07 11:22:47,661 - mmdet - INFO - Epoch [20][7050/7330] lr: 1.000e-04, eta: 2 days, 0:13:52, time: 1.464, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0265, loss_semantic_seg: 0.1682, s0.loss_cls: 0.1576, s0.acc: 94.0928, s0.loss_bbox: 0.0912, s0.loss_mask: 0.1934, s1.loss_cls: 0.0722, s1.acc: 94.5654, s1.loss_bbox: 0.1014, s1.loss_mask: 0.0904, s2.loss_cls: 0.0367, s2.acc: 94.4157, s2.loss_bbox: 0.0654, s2.loss_mask: 0.0427, loss: 1.0674 2022-06-07 11:24:01,523 - mmdet - INFO - Epoch [20][7100/7330] lr: 1.000e-04, eta: 2 days, 0:12:38, time: 1.477, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0266, loss_semantic_seg: 0.1726, s0.loss_cls: 0.1532, s0.acc: 94.3279, s0.loss_bbox: 0.0880, s0.loss_mask: 0.1936, s1.loss_cls: 0.0705, s1.acc: 94.7641, s1.loss_bbox: 0.0975, s1.loss_mask: 0.0908, s2.loss_cls: 0.0359, s2.acc: 94.6629, s2.loss_bbox: 0.0635, s2.loss_mask: 0.0432, loss: 1.0560 2022-06-07 11:25:14,013 - mmdet - INFO - Epoch [20][7150/7330] lr: 1.000e-04, eta: 2 days, 0:11:23, time: 1.449, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0263, loss_semantic_seg: 0.1753, s0.loss_cls: 0.1505, s0.acc: 94.4346, s0.loss_bbox: 0.0868, s0.loss_mask: 0.1905, s1.loss_cls: 0.0699, s1.acc: 94.8918, s1.loss_bbox: 0.0927, s1.loss_mask: 0.0899, s2.loss_cls: 0.0358, s2.acc: 94.7697, s2.loss_bbox: 0.0587, s2.loss_mask: 0.0422, loss: 1.0386 2022-06-07 11:26:26,076 - mmdet - INFO - Epoch [20][7200/7330] lr: 1.000e-04, eta: 2 days, 0:10:07, time: 1.441, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0253, loss_semantic_seg: 0.1675, s0.loss_cls: 0.1400, s0.acc: 94.8870, s0.loss_bbox: 0.0819, s0.loss_mask: 0.1849, s1.loss_cls: 0.0642, s1.acc: 95.2805, s1.loss_bbox: 0.0920, s1.loss_mask: 0.0875, s2.loss_cls: 0.0330, s2.acc: 95.1397, s2.loss_bbox: 0.0598, s2.loss_mask: 0.0413, loss: 0.9978 2022-06-07 11:27:39,073 - mmdet - INFO - Epoch [20][7250/7330] lr: 1.000e-04, eta: 2 days, 0:08:53, time: 1.461, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0255, loss_semantic_seg: 0.1681, s0.loss_cls: 0.1519, s0.acc: 94.4846, s0.loss_bbox: 0.0895, s0.loss_mask: 0.1923, s1.loss_cls: 0.0713, s1.acc: 94.8653, s1.loss_bbox: 0.0981, s1.loss_mask: 0.0905, s2.loss_cls: 0.0361, s2.acc: 94.6511, s2.loss_bbox: 0.0632, s2.loss_mask: 0.0427, loss: 1.0494 2022-06-07 11:28:51,872 - mmdet - INFO - Epoch [20][7300/7330] lr: 1.000e-04, eta: 2 days, 0:07:38, time: 1.456, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0265, loss_semantic_seg: 0.1701, s0.loss_cls: 0.1503, s0.acc: 94.5620, s0.loss_bbox: 0.0853, s0.loss_mask: 0.1988, s1.loss_cls: 0.0683, s1.acc: 95.1038, s1.loss_bbox: 0.0944, s1.loss_mask: 0.0936, s2.loss_cls: 0.0348, s2.acc: 94.9399, s2.loss_bbox: 0.0598, s2.loss_mask: 0.0441, loss: 1.0477 2022-06-07 11:29:56,096 - mmdet - INFO - Saving checkpoint at 20 epochs 2022-06-07 11:34:04,999 - mmdet - INFO - Evaluating bbox... 2022-06-07 11:34:56,382 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.563 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.752 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.623 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.413 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.607 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.687 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.730 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.730 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.730 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.585 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.768 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.862 2022-06-07 11:34:56,383 - mmdet - INFO - Evaluating segm... 2022-06-07 11:35:51,801 - 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 ] = 0.731 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.541 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.307 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.529 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.673 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 ] = 0.475 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.674 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.783 2022-06-07 11:35:52,845 - mmdet - INFO - Exp name: htc++_beit_adapter_v2_large_fpn_3x_coco.py 2022-06-07 11:35:52,846 - mmdet - INFO - Epoch(val) [20][313] bbox_mAP: 0.5630, bbox_mAP_50: 0.7520, bbox_mAP_75: 0.6230, bbox_mAP_s: 0.4130, bbox_mAP_m: 0.6070, bbox_mAP_l: 0.6870, bbox_mAP_copypaste: 0.563 0.752 0.623 0.413 0.607 0.687, segm_mAP: 0.4920, segm_mAP_50: 0.7310, segm_mAP_75: 0.5410, segm_mAP_s: 0.3070, segm_mAP_m: 0.5290, segm_mAP_l: 0.6730, segm_mAP_copypaste: 0.492 0.731 0.541 0.307 0.529 0.673 2022-06-07 11:40:54,942 - mmdet - INFO - Epoch [21][50/7330] lr: 1.000e-04, eta: 2 days, 0:08:07, time: 6.039, data_time: 4.571, memory: 64799, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0264, loss_semantic_seg: 0.1698, s0.loss_cls: 0.1450, s0.acc: 94.7175, s0.loss_bbox: 0.0837, s0.loss_mask: 0.1844, s1.loss_cls: 0.0669, s1.acc: 95.2003, s1.loss_bbox: 0.0927, s1.loss_mask: 0.0864, s2.loss_cls: 0.0347, s2.acc: 94.9702, s2.loss_bbox: 0.0602, s2.loss_mask: 0.0409, loss: 1.0140 2022-06-07 11:42:08,489 - mmdet - INFO - Epoch [21][100/7330] lr: 1.000e-04, eta: 2 days, 0:06:53, time: 1.473, data_time: 0.021, memory: 64799, loss_rpn_cls: 0.0186, loss_rpn_bbox: 0.0257, loss_semantic_seg: 0.1675, s0.loss_cls: 0.1432, s0.acc: 94.7512, s0.loss_bbox: 0.0834, s0.loss_mask: 0.1903, s1.loss_cls: 0.0667, s1.acc: 95.0406, s1.loss_bbox: 0.0906, s1.loss_mask: 0.0892, s2.loss_cls: 0.0338, s2.acc: 94.8948, s2.loss_bbox: 0.0575, s2.loss_mask: 0.0419, loss: 1.0084 2022-06-07 11:43:21,853 - mmdet - INFO - Epoch [21][150/7330] lr: 1.000e-04, eta: 2 days, 0:05:38, time: 1.465, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0191, loss_rpn_bbox: 0.0252, loss_semantic_seg: 0.1655, s0.loss_cls: 0.1507, s0.acc: 94.4688, s0.loss_bbox: 0.0882, s0.loss_mask: 0.1979, s1.loss_cls: 0.0688, s1.acc: 95.0824, s1.loss_bbox: 0.1000, s1.loss_mask: 0.0935, s2.loss_cls: 0.0355, s2.acc: 94.7183, s2.loss_bbox: 0.0645, s2.loss_mask: 0.0438, loss: 1.0526 2022-06-07 11:44:35,557 - mmdet - INFO - Epoch [21][200/7330] lr: 1.000e-04, eta: 2 days, 0:04:24, time: 1.476, data_time: 0.023, memory: 64799, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0267, loss_semantic_seg: 0.1673, s0.loss_cls: 0.1614, s0.acc: 94.2224, s0.loss_bbox: 0.0887, s0.loss_mask: 0.1884, s1.loss_cls: 0.0761, s1.acc: 94.5333, s1.loss_bbox: 0.0958, s1.loss_mask: 0.0888, s2.loss_cls: 0.0384, s2.acc: 94.4266, s2.loss_bbox: 0.0619, s2.loss_mask: 0.0418, loss: 1.0558 2022-06-07 11:45:48,411 - mmdet - INFO - Epoch [21][250/7330] lr: 1.000e-04, eta: 2 days, 0:03:10, time: 1.457, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0274, loss_semantic_seg: 0.1655, s0.loss_cls: 0.1439, s0.acc: 94.8018, s0.loss_bbox: 0.0815, s0.loss_mask: 0.1898, s1.loss_cls: 0.0655, s1.acc: 95.3682, s1.loss_bbox: 0.0922, s1.loss_mask: 0.0890, s2.loss_cls: 0.0334, s2.acc: 95.1202, s2.loss_bbox: 0.0612, s2.loss_mask: 0.0419, loss: 1.0134 2022-06-07 11:47:01,622 - mmdet - INFO - Epoch [21][300/7330] lr: 1.000e-04, eta: 2 days, 0:01:55, time: 1.464, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0262, loss_semantic_seg: 0.1644, s0.loss_cls: 0.1518, s0.acc: 94.3914, s0.loss_bbox: 0.0871, s0.loss_mask: 0.1933, s1.loss_cls: 0.0694, s1.acc: 94.9033, s1.loss_bbox: 0.0970, s1.loss_mask: 0.0905, s2.loss_cls: 0.0351, s2.acc: 94.7612, s2.loss_bbox: 0.0634, s2.loss_mask: 0.0426, loss: 1.0410 2022-06-07 11:48:14,368 - mmdet - INFO - Epoch [21][350/7330] lr: 1.000e-04, eta: 2 days, 0:00:40, time: 1.455, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0189, loss_rpn_bbox: 0.0238, loss_semantic_seg: 0.1734, s0.loss_cls: 0.1454, s0.acc: 94.5342, s0.loss_bbox: 0.0859, s0.loss_mask: 0.1934, s1.loss_cls: 0.0677, s1.acc: 94.9026, s1.loss_bbox: 0.0969, s1.loss_mask: 0.0915, s2.loss_cls: 0.0347, s2.acc: 94.6893, s2.loss_bbox: 0.0631, s2.loss_mask: 0.0434, loss: 1.0381 2022-06-07 11:49:26,467 - mmdet - INFO - Exp name: htc++_beit_adapter_v2_large_fpn_3x_coco.py 2022-06-07 11:49:26,469 - mmdet - INFO - Epoch [21][400/7330] lr: 1.000e-04, eta: 1 day, 23:59:25, time: 1.442, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0257, loss_semantic_seg: 0.1656, s0.loss_cls: 0.1505, s0.acc: 94.5261, s0.loss_bbox: 0.0860, s0.loss_mask: 0.1920, s1.loss_cls: 0.0695, s1.acc: 95.0279, s1.loss_bbox: 0.0967, s1.loss_mask: 0.0904, s2.loss_cls: 0.0358, s2.acc: 94.7177, s2.loss_bbox: 0.0627, s2.loss_mask: 0.0429, loss: 1.0381 2022-06-07 11:50:39,491 - mmdet - INFO - Epoch [21][450/7330] lr: 1.000e-04, eta: 1 day, 23:58:10, time: 1.460, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0257, loss_semantic_seg: 0.1722, s0.loss_cls: 0.1470, s0.acc: 94.5928, s0.loss_bbox: 0.0870, s0.loss_mask: 0.1899, s1.loss_cls: 0.0679, s1.acc: 94.9982, s1.loss_bbox: 0.0962, s1.loss_mask: 0.0899, s2.loss_cls: 0.0350, s2.acc: 94.7663, s2.loss_bbox: 0.0645, s2.loss_mask: 0.0426, loss: 1.0378 2022-06-07 11:51:51,666 - mmdet - INFO - Epoch [21][500/7330] lr: 1.000e-04, eta: 1 day, 23:56:55, time: 1.443, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0263, loss_semantic_seg: 0.1694, s0.loss_cls: 0.1465, s0.acc: 94.7322, s0.loss_bbox: 0.0834, s0.loss_mask: 0.1866, s1.loss_cls: 0.0672, s1.acc: 95.2757, s1.loss_bbox: 0.0934, s1.loss_mask: 0.0884, s2.loss_cls: 0.0337, s2.acc: 95.1361, s2.loss_bbox: 0.0620, s2.loss_mask: 0.0419, loss: 1.0194 2022-06-07 11:53:06,045 - mmdet - INFO - Epoch [21][550/7330] lr: 1.000e-04, eta: 1 day, 23:55:42, time: 1.488, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0256, loss_semantic_seg: 0.1655, s0.loss_cls: 0.1479, s0.acc: 94.4734, s0.loss_bbox: 0.0830, s0.loss_mask: 0.1898, s1.loss_cls: 0.0687, s1.acc: 94.9294, s1.loss_bbox: 0.0938, s1.loss_mask: 0.0892, s2.loss_cls: 0.0354, s2.acc: 94.7331, s2.loss_bbox: 0.0605, s2.loss_mask: 0.0422, loss: 1.0219 2022-06-07 11:54:19,463 - mmdet - INFO - Epoch [21][600/7330] lr: 1.000e-04, eta: 1 day, 23:54:27, time: 1.468, data_time: 0.020, memory: 64799, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0273, loss_semantic_seg: 0.1694, s0.loss_cls: 0.1413, s0.acc: 94.7036, s0.loss_bbox: 0.0820, s0.loss_mask: 0.1857, s1.loss_cls: 0.0643, s1.acc: 95.1356, s1.loss_bbox: 0.0920, s1.loss_mask: 0.0876, s2.loss_cls: 0.0327, s2.acc: 94.9306, s2.loss_bbox: 0.0598, s2.loss_mask: 0.0417, loss: 1.0043 2022-06-07 11:55:33,384 - mmdet - INFO - Epoch [21][650/7330] lr: 1.000e-04, eta: 1 day, 23:53:13, time: 1.478, data_time: 0.022, memory: 64799, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0285, loss_semantic_seg: 0.1658, s0.loss_cls: 0.1601, s0.acc: 94.0347, s0.loss_bbox: 0.0950, s0.loss_mask: 0.1961, s1.loss_cls: 0.0732, s1.acc: 94.5903, s1.loss_bbox: 0.1052, s1.loss_mask: 0.0924, s2.loss_cls: 0.0375, s2.acc: 94.3487, s2.loss_bbox: 0.0671, s2.loss_mask: 0.0435, loss: 1.0850 2022-06-07 11:56:45,807 - mmdet - INFO - Epoch [21][700/7330] lr: 1.000e-04, eta: 1 day, 23:51:58, time: 1.449, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0181, loss_rpn_bbox: 0.0246, loss_semantic_seg: 0.1648, s0.loss_cls: 0.1430, s0.acc: 94.7046, s0.loss_bbox: 0.0851, s0.loss_mask: 0.1866, s1.loss_cls: 0.0651, s1.acc: 95.1662, s1.loss_bbox: 0.0930, s1.loss_mask: 0.0885, s2.loss_cls: 0.0332, s2.acc: 95.0478, s2.loss_bbox: 0.0609, s2.loss_mask: 0.0421, loss: 1.0050 2022-06-07 11:57:58,486 - mmdet - INFO - Epoch [21][750/7330] lr: 1.000e-04, eta: 1 day, 23:50:44, time: 1.453, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0284, loss_semantic_seg: 0.1682, s0.loss_cls: 0.1497, s0.acc: 94.5156, s0.loss_bbox: 0.0860, s0.loss_mask: 0.1850, s1.loss_cls: 0.0687, s1.acc: 94.9389, s1.loss_bbox: 0.0965, s1.loss_mask: 0.0867, s2.loss_cls: 0.0358, s2.acc: 94.6530, s2.loss_bbox: 0.0624, s2.loss_mask: 0.0407, loss: 1.0298 2022-06-07 11:59:11,462 - mmdet - INFO - Epoch [21][800/7330] lr: 1.000e-04, eta: 1 day, 23:49:29, time: 1.459, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0191, loss_rpn_bbox: 0.0254, loss_semantic_seg: 0.1660, s0.loss_cls: 0.1446, s0.acc: 94.6807, s0.loss_bbox: 0.0800, s0.loss_mask: 0.1844, s1.loss_cls: 0.0668, s1.acc: 95.1762, s1.loss_bbox: 0.0927, s1.loss_mask: 0.0868, s2.loss_cls: 0.0345, s2.acc: 94.8522, s2.loss_bbox: 0.0613, s2.loss_mask: 0.0411, loss: 1.0027 2022-06-07 12:00:25,211 - mmdet - INFO - Epoch [21][850/7330] lr: 1.000e-04, eta: 1 day, 23:48:15, time: 1.475, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0258, loss_semantic_seg: 0.1715, s0.loss_cls: 0.1527, s0.acc: 94.4202, s0.loss_bbox: 0.0882, s0.loss_mask: 0.1912, s1.loss_cls: 0.0709, s1.acc: 94.8894, s1.loss_bbox: 0.0990, s1.loss_mask: 0.0907, s2.loss_cls: 0.0362, s2.acc: 94.6777, s2.loss_bbox: 0.0636, s2.loss_mask: 0.0429, loss: 1.0527 2022-06-07 12:01:38,670 - mmdet - INFO - Epoch [21][900/7330] lr: 1.000e-04, eta: 1 day, 23:47:01, time: 1.469, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0187, loss_rpn_bbox: 0.0261, loss_semantic_seg: 0.1742, s0.loss_cls: 0.1559, s0.acc: 94.2810, s0.loss_bbox: 0.0900, s0.loss_mask: 0.1892, s1.loss_cls: 0.0730, s1.acc: 94.7118, s1.loss_bbox: 0.0979, s1.loss_mask: 0.0882, s2.loss_cls: 0.0373, s2.acc: 94.4907, s2.loss_bbox: 0.0628, s2.loss_mask: 0.0416, loss: 1.0546 2022-06-07 12:02:51,623 - mmdet - INFO - Epoch [21][950/7330] lr: 1.000e-04, eta: 1 day, 23:45:46, time: 1.459, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0269, loss_semantic_seg: 0.1695, s0.loss_cls: 0.1505, s0.acc: 94.4702, s0.loss_bbox: 0.0851, s0.loss_mask: 0.1898, s1.loss_cls: 0.0695, s1.acc: 94.9122, s1.loss_bbox: 0.0934, s1.loss_mask: 0.0888, s2.loss_cls: 0.0360, s2.acc: 94.7414, s2.loss_bbox: 0.0610, s2.loss_mask: 0.0420, loss: 1.0325 2022-06-07 12:04:03,950 - mmdet - INFO - Epoch [21][1000/7330] lr: 1.000e-04, eta: 1 day, 23:44:31, time: 1.447, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0192, loss_rpn_bbox: 0.0233, loss_semantic_seg: 0.1659, s0.loss_cls: 0.1467, s0.acc: 94.5854, s0.loss_bbox: 0.0830, s0.loss_mask: 0.1867, s1.loss_cls: 0.0683, s1.acc: 95.0562, s1.loss_bbox: 0.0927, s1.loss_mask: 0.0882, s2.loss_cls: 0.0348, s2.acc: 94.8384, s2.loss_bbox: 0.0605, s2.loss_mask: 0.0416, loss: 1.0109 2022-06-07 12:05:16,992 - mmdet - INFO - Epoch [21][1050/7330] lr: 1.000e-04, eta: 1 day, 23:43:16, time: 1.460, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0274, loss_semantic_seg: 0.1774, s0.loss_cls: 0.1704, s0.acc: 93.9109, s0.loss_bbox: 0.0946, s0.loss_mask: 0.1962, s1.loss_cls: 0.0786, s1.acc: 94.3788, s1.loss_bbox: 0.1040, s1.loss_mask: 0.0922, s2.loss_cls: 0.0393, s2.acc: 94.3034, s2.loss_bbox: 0.0665, s2.loss_mask: 0.0437, loss: 1.1127 2022-06-07 12:06:30,333 - mmdet - INFO - Epoch [21][1100/7330] lr: 1.000e-04, eta: 1 day, 23:42:02, time: 1.467, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0280, loss_semantic_seg: 0.1707, s0.loss_cls: 0.1633, s0.acc: 94.0750, s0.loss_bbox: 0.0917, s0.loss_mask: 0.1918, s1.loss_cls: 0.0748, s1.acc: 94.6410, s1.loss_bbox: 0.1029, s1.loss_mask: 0.0906, s2.loss_cls: 0.0377, s2.acc: 94.6315, s2.loss_bbox: 0.0680, s2.loss_mask: 0.0429, loss: 1.0836 2022-06-07 12:07:43,500 - mmdet - INFO - Epoch [21][1150/7330] lr: 1.000e-04, eta: 1 day, 23:40:47, time: 1.463, data_time: 0.012, memory: 64799, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0255, loss_semantic_seg: 0.1658, s0.loss_cls: 0.1472, s0.acc: 94.5837, s0.loss_bbox: 0.0857, s0.loss_mask: 0.1867, s1.loss_cls: 0.0676, s1.acc: 95.1484, s1.loss_bbox: 0.0953, s1.loss_mask: 0.0879, s2.loss_cls: 0.0341, s2.acc: 94.9057, s2.loss_bbox: 0.0618, s2.loss_mask: 0.0416, loss: 1.0189 2022-06-07 12:08:57,023 - mmdet - INFO - Epoch [21][1200/7330] lr: 1.000e-04, eta: 1 day, 23:39:33, time: 1.471, data_time: 0.020, memory: 64799, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0265, loss_semantic_seg: 0.1716, s0.loss_cls: 0.1484, s0.acc: 94.5171, s0.loss_bbox: 0.0856, s0.loss_mask: 0.1832, s1.loss_cls: 0.0681, s1.acc: 94.9283, s1.loss_bbox: 0.0947, s1.loss_mask: 0.0860, s2.loss_cls: 0.0353, s2.acc: 94.7726, s2.loss_bbox: 0.0616, s2.loss_mask: 0.0409, loss: 1.0215 2022-06-07 12:10:10,727 - mmdet - INFO - Epoch [21][1250/7330] lr: 1.000e-04, eta: 1 day, 23:38:19, time: 1.474, data_time: 0.012, memory: 64799, loss_rpn_cls: 0.0179, loss_rpn_bbox: 0.0260, loss_semantic_seg: 0.1747, s0.loss_cls: 0.1504, s0.acc: 94.4504, s0.loss_bbox: 0.0911, s0.loss_mask: 0.1946, s1.loss_cls: 0.0693, s1.acc: 94.9276, s1.loss_bbox: 0.1006, s1.loss_mask: 0.0916, s2.loss_cls: 0.0355, s2.acc: 94.7877, s2.loss_bbox: 0.0642, s2.loss_mask: 0.0429, loss: 1.0587 2022-06-07 12:11:23,661 - mmdet - INFO - Epoch [21][1300/7330] lr: 1.000e-04, eta: 1 day, 23:37:04, time: 1.458, data_time: 0.022, memory: 64799, loss_rpn_cls: 0.0188, loss_rpn_bbox: 0.0259, loss_semantic_seg: 0.1699, s0.loss_cls: 0.1437, s0.acc: 94.7178, s0.loss_bbox: 0.0829, s0.loss_mask: 0.1867, s1.loss_cls: 0.0655, s1.acc: 95.2225, s1.loss_bbox: 0.0907, s1.loss_mask: 0.0876, s2.loss_cls: 0.0333, s2.acc: 94.9776, s2.loss_bbox: 0.0593, s2.loss_mask: 0.0411, loss: 1.0054 2022-06-07 12:12:35,896 - mmdet - INFO - Epoch [21][1350/7330] lr: 1.000e-04, eta: 1 day, 23:35:49, time: 1.445, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0181, loss_rpn_bbox: 0.0245, loss_semantic_seg: 0.1661, s0.loss_cls: 0.1489, s0.acc: 94.4780, s0.loss_bbox: 0.0882, s0.loss_mask: 0.1918, s1.loss_cls: 0.0685, s1.acc: 94.9645, s1.loss_bbox: 0.0995, s1.loss_mask: 0.0901, s2.loss_cls: 0.0348, s2.acc: 94.8382, s2.loss_bbox: 0.0638, s2.loss_mask: 0.0424, loss: 1.0368 2022-06-07 12:13:48,161 - mmdet - INFO - Exp name: htc++_beit_adapter_v2_large_fpn_3x_coco.py 2022-06-07 12:13:48,174 - mmdet - INFO - Epoch [21][1400/7330] lr: 1.000e-04, eta: 1 day, 23:34:34, time: 1.445, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0258, loss_semantic_seg: 0.1648, s0.loss_cls: 0.1584, s0.acc: 94.2412, s0.loss_bbox: 0.0906, s0.loss_mask: 0.1935, s1.loss_cls: 0.0713, s1.acc: 94.7740, s1.loss_bbox: 0.0996, s1.loss_mask: 0.0906, s2.loss_cls: 0.0369, s2.acc: 94.4452, s2.loss_bbox: 0.0656, s2.loss_mask: 0.0430, loss: 1.0616 2022-06-07 12:15:01,786 - mmdet - INFO - Epoch [21][1450/7330] lr: 1.000e-04, eta: 1 day, 23:33:20, time: 1.472, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0257, loss_semantic_seg: 0.1616, s0.loss_cls: 0.1621, s0.acc: 93.9734, s0.loss_bbox: 0.0886, s0.loss_mask: 0.1865, s1.loss_cls: 0.0762, s1.acc: 94.4096, s1.loss_bbox: 0.0983, s1.loss_mask: 0.0880, s2.loss_cls: 0.0392, s2.acc: 94.1751, s2.loss_bbox: 0.0635, s2.loss_mask: 0.0415, loss: 1.0520 2022-06-07 12:16:13,748 - mmdet - INFO - Epoch [21][1500/7330] lr: 1.000e-04, eta: 1 day, 23:32:05, time: 1.439, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0184, loss_rpn_bbox: 0.0245, loss_semantic_seg: 0.1776, s0.loss_cls: 0.1507, s0.acc: 94.5491, s0.loss_bbox: 0.0833, s0.loss_mask: 0.1872, s1.loss_cls: 0.0689, s1.acc: 95.0293, s1.loss_bbox: 0.0958, s1.loss_mask: 0.0883, s2.loss_cls: 0.0357, s2.acc: 94.8384, s2.loss_bbox: 0.0639, s2.loss_mask: 0.0419, loss: 1.0363 2022-06-07 12:17:27,196 - mmdet - INFO - Epoch [21][1550/7330] lr: 1.000e-04, eta: 1 day, 23:30:50, time: 1.468, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0260, loss_semantic_seg: 0.1617, s0.loss_cls: 0.1531, s0.acc: 94.4084, s0.loss_bbox: 0.0865, s0.loss_mask: 0.1902, s1.loss_cls: 0.0721, s1.acc: 94.8096, s1.loss_bbox: 0.0966, s1.loss_mask: 0.0905, s2.loss_cls: 0.0366, s2.acc: 94.6202, s2.loss_bbox: 0.0620, s2.loss_mask: 0.0428, loss: 1.0378 2022-06-07 12:18:40,519 - mmdet - INFO - Epoch [21][1600/7330] lr: 1.000e-04, eta: 1 day, 23:29:36, time: 1.467, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0190, loss_rpn_bbox: 0.0271, loss_semantic_seg: 0.1619, s0.loss_cls: 0.1578, s0.acc: 94.2429, s0.loss_bbox: 0.0925, s0.loss_mask: 0.1949, s1.loss_cls: 0.0733, s1.acc: 94.6321, s1.loss_bbox: 0.1001, s1.loss_mask: 0.0916, s2.loss_cls: 0.0371, s2.acc: 94.5129, s2.loss_bbox: 0.0629, s2.loss_mask: 0.0431, loss: 1.0612 2022-06-07 12:19:54,529 - mmdet - INFO - Epoch [21][1650/7330] lr: 1.000e-04, eta: 1 day, 23:28:22, time: 1.480, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0273, loss_semantic_seg: 0.1597, s0.loss_cls: 0.1594, s0.acc: 94.0359, s0.loss_bbox: 0.0882, s0.loss_mask: 0.1903, s1.loss_cls: 0.0743, s1.acc: 94.4927, s1.loss_bbox: 0.0979, s1.loss_mask: 0.0902, s2.loss_cls: 0.0381, s2.acc: 94.2624, s2.loss_bbox: 0.0648, s2.loss_mask: 0.0427, loss: 1.0536 2022-06-07 12:21:08,869 - mmdet - INFO - Epoch [21][1700/7330] lr: 1.000e-04, eta: 1 day, 23:27:09, time: 1.487, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0263, loss_semantic_seg: 0.1635, s0.loss_cls: 0.1520, s0.acc: 94.3894, s0.loss_bbox: 0.0869, s0.loss_mask: 0.1899, s1.loss_cls: 0.0692, s1.acc: 94.8538, s1.loss_bbox: 0.0981, s1.loss_mask: 0.0900, s2.loss_cls: 0.0354, s2.acc: 94.7349, s2.loss_bbox: 0.0627, s2.loss_mask: 0.0424, loss: 1.0371 2022-06-07 12:22:21,717 - mmdet - INFO - Epoch [21][1750/7330] lr: 1.000e-04, eta: 1 day, 23:25:54, time: 1.457, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0187, loss_rpn_bbox: 0.0269, loss_semantic_seg: 0.1629, s0.loss_cls: 0.1466, s0.acc: 94.6038, s0.loss_bbox: 0.0892, s0.loss_mask: 0.1935, s1.loss_cls: 0.0662, s1.acc: 95.1200, s1.loss_bbox: 0.0999, s1.loss_mask: 0.0912, s2.loss_cls: 0.0342, s2.acc: 94.8803, s2.loss_bbox: 0.0643, s2.loss_mask: 0.0427, loss: 1.0362 2022-06-07 12:23:35,215 - mmdet - INFO - Epoch [21][1800/7330] lr: 1.000e-04, eta: 1 day, 23:24:40, time: 1.469, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0276, loss_semantic_seg: 0.1715, s0.loss_cls: 0.1622, s0.acc: 94.1941, s0.loss_bbox: 0.0914, s0.loss_mask: 0.1904, s1.loss_cls: 0.0771, s1.acc: 94.6398, s1.loss_bbox: 0.0968, s1.loss_mask: 0.0896, s2.loss_cls: 0.0385, s2.acc: 94.4146, s2.loss_bbox: 0.0624, s2.loss_mask: 0.0418, loss: 1.0709 2022-06-07 12:24:48,262 - mmdet - INFO - Epoch [21][1850/7330] lr: 1.000e-04, eta: 1 day, 23:23:25, time: 1.460, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0191, loss_rpn_bbox: 0.0254, loss_semantic_seg: 0.1774, s0.loss_cls: 0.1431, s0.acc: 94.7253, s0.loss_bbox: 0.0848, s0.loss_mask: 0.1889, s1.loss_cls: 0.0656, s1.acc: 95.1649, s1.loss_bbox: 0.0939, s1.loss_mask: 0.0884, s2.loss_cls: 0.0330, s2.acc: 95.1023, s2.loss_bbox: 0.0614, s2.loss_mask: 0.0418, loss: 1.0229 2022-06-07 12:26:02,008 - mmdet - INFO - Epoch [21][1900/7330] lr: 1.000e-04, eta: 1 day, 23:22:11, time: 1.477, data_time: 0.024, memory: 64799, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0270, loss_semantic_seg: 0.1669, s0.loss_cls: 0.1507, s0.acc: 94.5137, s0.loss_bbox: 0.0862, s0.loss_mask: 0.1973, s1.loss_cls: 0.0679, s1.acc: 95.0787, s1.loss_bbox: 0.0950, s1.loss_mask: 0.0929, s2.loss_cls: 0.0343, s2.acc: 94.8779, s2.loss_bbox: 0.0621, s2.loss_mask: 0.0439, loss: 1.0470 2022-06-07 12:27:15,753 - mmdet - INFO - Epoch [21][1950/7330] lr: 1.000e-04, eta: 1 day, 23:20:57, time: 1.475, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0276, loss_semantic_seg: 0.1751, s0.loss_cls: 0.1518, s0.acc: 94.5139, s0.loss_bbox: 0.0876, s0.loss_mask: 0.1917, s1.loss_cls: 0.0698, s1.acc: 94.9158, s1.loss_bbox: 0.0976, s1.loss_mask: 0.0900, s2.loss_cls: 0.0356, s2.acc: 94.6962, s2.loss_bbox: 0.0628, s2.loss_mask: 0.0427, loss: 1.0557 2022-06-07 12:28:28,995 - mmdet - INFO - Epoch [21][2000/7330] lr: 1.000e-04, eta: 1 day, 23:19:43, time: 1.465, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0271, loss_semantic_seg: 0.1720, s0.loss_cls: 0.1445, s0.acc: 94.5361, s0.loss_bbox: 0.0880, s0.loss_mask: 0.1938, s1.loss_cls: 0.0666, s1.acc: 94.9964, s1.loss_bbox: 0.0971, s1.loss_mask: 0.0912, s2.loss_cls: 0.0345, s2.acc: 94.7765, s2.loss_bbox: 0.0622, s2.loss_mask: 0.0433, loss: 1.0398 2022-06-07 12:29:41,470 - mmdet - INFO - Epoch [21][2050/7330] lr: 1.000e-04, eta: 1 day, 23:18:28, time: 1.448, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0258, loss_semantic_seg: 0.1760, s0.loss_cls: 0.1425, s0.acc: 94.7419, s0.loss_bbox: 0.0854, s0.loss_mask: 0.1886, s1.loss_cls: 0.0668, s1.acc: 95.2161, s1.loss_bbox: 0.0965, s1.loss_mask: 0.0889, s2.loss_cls: 0.0343, s2.acc: 94.9378, s2.loss_bbox: 0.0607, s2.loss_mask: 0.0416, loss: 1.0270 2022-06-07 12:30:53,666 - mmdet - INFO - Epoch [21][2100/7330] lr: 1.000e-04, eta: 1 day, 23:17:12, time: 1.446, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0259, loss_semantic_seg: 0.1672, s0.loss_cls: 0.1409, s0.acc: 94.7036, s0.loss_bbox: 0.0828, s0.loss_mask: 0.1861, s1.loss_cls: 0.0648, s1.acc: 95.0956, s1.loss_bbox: 0.0936, s1.loss_mask: 0.0876, s2.loss_cls: 0.0336, s2.acc: 94.9122, s2.loss_bbox: 0.0600, s2.loss_mask: 0.0412, loss: 1.0034 2022-06-07 12:32:05,656 - mmdet - INFO - Epoch [21][2150/7330] lr: 1.000e-04, eta: 1 day, 23:15:57, time: 1.440, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0184, loss_rpn_bbox: 0.0240, loss_semantic_seg: 0.1597, s0.loss_cls: 0.1396, s0.acc: 94.8330, s0.loss_bbox: 0.0828, s0.loss_mask: 0.1845, s1.loss_cls: 0.0644, s1.acc: 95.1416, s1.loss_bbox: 0.0904, s1.loss_mask: 0.0869, s2.loss_cls: 0.0323, s2.acc: 95.0777, s2.loss_bbox: 0.0596, s2.loss_mask: 0.0411, loss: 0.9837 2022-06-07 12:33:18,229 - mmdet - INFO - Epoch [21][2200/7330] lr: 1.000e-04, eta: 1 day, 23:14:42, time: 1.450, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0191, loss_rpn_bbox: 0.0256, loss_semantic_seg: 0.1609, s0.loss_cls: 0.1420, s0.acc: 94.7512, s0.loss_bbox: 0.0827, s0.loss_mask: 0.1849, s1.loss_cls: 0.0652, s1.acc: 95.2304, s1.loss_bbox: 0.0916, s1.loss_mask: 0.0878, s2.loss_cls: 0.0331, s2.acc: 95.0152, s2.loss_bbox: 0.0587, s2.loss_mask: 0.0418, loss: 0.9933 2022-06-07 12:34:30,865 - mmdet - INFO - Epoch [21][2250/7330] lr: 1.000e-04, eta: 1 day, 23:13:27, time: 1.455, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0280, loss_semantic_seg: 0.1690, s0.loss_cls: 0.1456, s0.acc: 94.5259, s0.loss_bbox: 0.0898, s0.loss_mask: 0.1966, s1.loss_cls: 0.0667, s1.acc: 95.0504, s1.loss_bbox: 0.0982, s1.loss_mask: 0.0923, s2.loss_cls: 0.0344, s2.acc: 94.7984, s2.loss_bbox: 0.0631, s2.loss_mask: 0.0437, loss: 1.0481 2022-06-07 12:35:43,919 - mmdet - INFO - Epoch [21][2300/7330] lr: 1.000e-04, eta: 1 day, 23:12:13, time: 1.461, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0264, loss_semantic_seg: 0.1626, s0.loss_cls: 0.1475, s0.acc: 94.5850, s0.loss_bbox: 0.0880, s0.loss_mask: 0.1955, s1.loss_cls: 0.0665, s1.acc: 95.1053, s1.loss_bbox: 0.0962, s1.loss_mask: 0.0916, s2.loss_cls: 0.0339, s2.acc: 94.9693, s2.loss_bbox: 0.0599, s2.loss_mask: 0.0427, loss: 1.0311 2022-06-07 12:36:55,932 - mmdet - INFO - Epoch [21][2350/7330] lr: 1.000e-04, eta: 1 day, 23:10:57, time: 1.440, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0182, loss_rpn_bbox: 0.0248, loss_semantic_seg: 0.1591, s0.loss_cls: 0.1366, s0.acc: 94.8982, s0.loss_bbox: 0.0814, s0.loss_mask: 0.1907, s1.loss_cls: 0.0630, s1.acc: 95.3435, s1.loss_bbox: 0.0908, s1.loss_mask: 0.0902, s2.loss_cls: 0.0322, s2.acc: 95.0975, s2.loss_bbox: 0.0602, s2.loss_mask: 0.0428, loss: 0.9900 2022-06-07 12:38:09,139 - mmdet - INFO - Exp name: htc++_beit_adapter_v2_large_fpn_3x_coco.py 2022-06-07 12:38:09,141 - mmdet - INFO - Epoch [21][2400/7330] lr: 1.000e-04, eta: 1 day, 23:09:43, time: 1.465, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0272, loss_semantic_seg: 0.1634, s0.loss_cls: 0.1426, s0.acc: 94.6646, s0.loss_bbox: 0.0836, s0.loss_mask: 0.1920, s1.loss_cls: 0.0651, s1.acc: 95.1024, s1.loss_bbox: 0.0910, s1.loss_mask: 0.0910, s2.loss_cls: 0.0334, s2.acc: 94.9199, s2.loss_bbox: 0.0584, s2.loss_mask: 0.0429, loss: 1.0127 2022-06-07 12:39:21,356 - mmdet - INFO - Epoch [21][2450/7330] lr: 1.000e-04, eta: 1 day, 23:08:28, time: 1.444, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0270, loss_semantic_seg: 0.1616, s0.loss_cls: 0.1389, s0.acc: 94.8352, s0.loss_bbox: 0.0853, s0.loss_mask: 0.1930, s1.loss_cls: 0.0636, s1.acc: 95.2327, s1.loss_bbox: 0.0941, s1.loss_mask: 0.0911, s2.loss_cls: 0.0330, s2.acc: 94.8896, s2.loss_bbox: 0.0617, s2.loss_mask: 0.0433, loss: 1.0137 2022-06-07 12:40:35,401 - mmdet - INFO - Epoch [21][2500/7330] lr: 1.000e-04, eta: 1 day, 23:07:14, time: 1.479, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0269, loss_semantic_seg: 0.1661, s0.loss_cls: 0.1375, s0.acc: 94.7866, s0.loss_bbox: 0.0830, s0.loss_mask: 0.1859, s1.loss_cls: 0.0618, s1.acc: 95.3225, s1.loss_bbox: 0.0918, s1.loss_mask: 0.0880, s2.loss_cls: 0.0315, s2.acc: 95.1316, s2.loss_bbox: 0.0599, s2.loss_mask: 0.0414, loss: 0.9935 2022-06-07 12:41:49,164 - mmdet - INFO - Epoch [21][2550/7330] lr: 1.000e-04, eta: 1 day, 23:06:00, time: 1.477, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0281, loss_semantic_seg: 0.1699, s0.loss_cls: 0.1568, s0.acc: 94.3379, s0.loss_bbox: 0.0888, s0.loss_mask: 0.1937, s1.loss_cls: 0.0710, s1.acc: 94.8912, s1.loss_bbox: 0.0975, s1.loss_mask: 0.0914, s2.loss_cls: 0.0358, s2.acc: 94.7680, s2.loss_bbox: 0.0639, s2.loss_mask: 0.0433, loss: 1.0610 2022-06-07 12:43:02,004 - mmdet - INFO - Epoch [21][2600/7330] lr: 1.000e-04, eta: 1 day, 23:04:45, time: 1.457, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0272, loss_semantic_seg: 0.1660, s0.loss_cls: 0.1511, s0.acc: 94.4187, s0.loss_bbox: 0.0909, s0.loss_mask: 0.1971, s1.loss_cls: 0.0702, s1.acc: 94.8784, s1.loss_bbox: 0.0999, s1.loss_mask: 0.0919, s2.loss_cls: 0.0357, s2.acc: 94.7028, s2.loss_bbox: 0.0643, s2.loss_mask: 0.0435, loss: 1.0590 2022-06-07 12:44:15,169 - mmdet - INFO - Epoch [21][2650/7330] lr: 1.000e-04, eta: 1 day, 23:03:31, time: 1.463, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0278, loss_semantic_seg: 0.1718, s0.loss_cls: 0.1493, s0.acc: 94.4480, s0.loss_bbox: 0.0895, s0.loss_mask: 0.1917, s1.loss_cls: 0.0692, s1.acc: 94.9005, s1.loss_bbox: 0.0967, s1.loss_mask: 0.0896, s2.loss_cls: 0.0356, s2.acc: 94.7161, s2.loss_bbox: 0.0600, s2.loss_mask: 0.0424, loss: 1.0439 2022-06-07 12:45:28,612 - mmdet - INFO - Epoch [21][2700/7330] lr: 1.000e-04, eta: 1 day, 23:02:16, time: 1.469, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0183, loss_rpn_bbox: 0.0251, loss_semantic_seg: 0.1721, s0.loss_cls: 0.1504, s0.acc: 94.4133, s0.loss_bbox: 0.0880, s0.loss_mask: 0.1861, s1.loss_cls: 0.0687, s1.acc: 94.9035, s1.loss_bbox: 0.0975, s1.loss_mask: 0.0875, s2.loss_cls: 0.0348, s2.acc: 94.7778, s2.loss_bbox: 0.0633, s2.loss_mask: 0.0412, loss: 1.0330 2022-06-07 12:46:42,052 - mmdet - INFO - Epoch [21][2750/7330] lr: 1.000e-04, eta: 1 day, 23:01:02, time: 1.469, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0287, loss_semantic_seg: 0.1693, s0.loss_cls: 0.1628, s0.acc: 93.9583, s0.loss_bbox: 0.0913, s0.loss_mask: 0.1879, s1.loss_cls: 0.0753, s1.acc: 94.4454, s1.loss_bbox: 0.1019, s1.loss_mask: 0.0887, s2.loss_cls: 0.0385, s2.acc: 94.1988, s2.loss_bbox: 0.0676, s2.loss_mask: 0.0418, loss: 1.0733 2022-06-07 12:47:56,215 - mmdet - INFO - Epoch [21][2800/7330] lr: 1.000e-04, eta: 1 day, 22:59:49, time: 1.483, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0277, loss_semantic_seg: 0.1669, s0.loss_cls: 0.1525, s0.acc: 94.4009, s0.loss_bbox: 0.0903, s0.loss_mask: 0.1933, s1.loss_cls: 0.0710, s1.acc: 94.8127, s1.loss_bbox: 0.1010, s1.loss_mask: 0.0910, s2.loss_cls: 0.0367, s2.acc: 94.5135, s2.loss_bbox: 0.0645, s2.loss_mask: 0.0429, loss: 1.0599 2022-06-07 12:49:10,165 - mmdet - INFO - Epoch [21][2850/7330] lr: 1.000e-04, eta: 1 day, 22:58:35, time: 1.479, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0190, loss_rpn_bbox: 0.0248, loss_semantic_seg: 0.1646, s0.loss_cls: 0.1503, s0.acc: 94.4924, s0.loss_bbox: 0.0860, s0.loss_mask: 0.1859, s1.loss_cls: 0.0678, s1.acc: 95.0757, s1.loss_bbox: 0.0972, s1.loss_mask: 0.0878, s2.loss_cls: 0.0349, s2.acc: 94.8603, s2.loss_bbox: 0.0637, s2.loss_mask: 0.0415, loss: 1.0235 2022-06-07 12:50:23,057 - mmdet - INFO - Epoch [21][2900/7330] lr: 1.000e-04, eta: 1 day, 22:57:20, time: 1.459, data_time: 0.012, memory: 64799, loss_rpn_cls: 0.0192, loss_rpn_bbox: 0.0263, loss_semantic_seg: 0.1671, s0.loss_cls: 0.1526, s0.acc: 94.3855, s0.loss_bbox: 0.0890, s0.loss_mask: 0.1924, s1.loss_cls: 0.0692, s1.acc: 94.9088, s1.loss_bbox: 0.0993, s1.loss_mask: 0.0904, s2.loss_cls: 0.0354, s2.acc: 94.6541, s2.loss_bbox: 0.0649, s2.loss_mask: 0.0424, loss: 1.0482 2022-06-07 12:51:36,137 - mmdet - INFO - Epoch [21][2950/7330] lr: 1.000e-04, eta: 1 day, 22:56:06, time: 1.462, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0264, loss_semantic_seg: 0.1704, s0.loss_cls: 0.1508, s0.acc: 94.4546, s0.loss_bbox: 0.0885, s0.loss_mask: 0.1943, s1.loss_cls: 0.0683, s1.acc: 94.9785, s1.loss_bbox: 0.1008, s1.loss_mask: 0.0921, s2.loss_cls: 0.0349, s2.acc: 94.7147, s2.loss_bbox: 0.0674, s2.loss_mask: 0.0435, loss: 1.0568 2022-06-07 12:52:49,146 - mmdet - INFO - Epoch [21][3000/7330] lr: 1.000e-04, eta: 1 day, 22:54:51, time: 1.460, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0288, loss_semantic_seg: 0.1627, s0.loss_cls: 0.1513, s0.acc: 94.4043, s0.loss_bbox: 0.0879, s0.loss_mask: 0.1892, s1.loss_cls: 0.0711, s1.acc: 94.8149, s1.loss_bbox: 0.0993, s1.loss_mask: 0.0888, s2.loss_cls: 0.0361, s2.acc: 94.5910, s2.loss_bbox: 0.0634, s2.loss_mask: 0.0418, loss: 1.0423 2022-06-07 12:54:02,904 - mmdet - INFO - Epoch [21][3050/7330] lr: 1.000e-04, eta: 1 day, 22:53:37, time: 1.475, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0281, loss_semantic_seg: 0.1679, s0.loss_cls: 0.1512, s0.acc: 94.5017, s0.loss_bbox: 0.0853, s0.loss_mask: 0.1919, s1.loss_cls: 0.0694, s1.acc: 95.0443, s1.loss_bbox: 0.0942, s1.loss_mask: 0.0907, s2.loss_cls: 0.0355, s2.acc: 94.7791, s2.loss_bbox: 0.0616, s2.loss_mask: 0.0428, loss: 1.0389 2022-06-07 12:55:16,156 - mmdet - INFO - Epoch [21][3100/7330] lr: 1.000e-04, eta: 1 day, 22:52:23, time: 1.465, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0193, loss_rpn_bbox: 0.0253, loss_semantic_seg: 0.1676, s0.loss_cls: 0.1416, s0.acc: 94.8101, s0.loss_bbox: 0.0857, s0.loss_mask: 0.1856, s1.loss_cls: 0.0631, s1.acc: 95.3870, s1.loss_bbox: 0.0928, s1.loss_mask: 0.0878, s2.loss_cls: 0.0327, s2.acc: 95.1159, s2.loss_bbox: 0.0592, s2.loss_mask: 0.0411, loss: 1.0020 2022-06-07 12:56:29,213 - mmdet - INFO - Epoch [21][3150/7330] lr: 1.000e-04, eta: 1 day, 22:51:08, time: 1.461, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0191, loss_rpn_bbox: 0.0245, loss_semantic_seg: 0.1716, s0.loss_cls: 0.1427, s0.acc: 94.7263, s0.loss_bbox: 0.0837, s0.loss_mask: 0.1889, s1.loss_cls: 0.0652, s1.acc: 95.1324, s1.loss_bbox: 0.0922, s1.loss_mask: 0.0896, s2.loss_cls: 0.0333, s2.acc: 95.0439, s2.loss_bbox: 0.0602, s2.loss_mask: 0.0426, loss: 1.0136 2022-06-07 12:57:43,013 - mmdet - INFO - Epoch [21][3200/7330] lr: 1.000e-04, eta: 1 day, 22:49:54, time: 1.476, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0258, loss_semantic_seg: 0.1748, s0.loss_cls: 0.1559, s0.acc: 94.1987, s0.loss_bbox: 0.0918, s0.loss_mask: 0.1943, s1.loss_cls: 0.0717, s1.acc: 94.6563, s1.loss_bbox: 0.1010, s1.loss_mask: 0.0910, s2.loss_cls: 0.0367, s2.acc: 94.5259, s2.loss_bbox: 0.0644, s2.loss_mask: 0.0426, loss: 1.0707 2022-06-07 12:58:56,478 - mmdet - INFO - Epoch [21][3250/7330] lr: 1.000e-04, eta: 1 day, 22:48:40, time: 1.469, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0272, loss_semantic_seg: 0.1719, s0.loss_cls: 0.1609, s0.acc: 94.1353, s0.loss_bbox: 0.0930, s0.loss_mask: 0.1963, s1.loss_cls: 0.0742, s1.acc: 94.5849, s1.loss_bbox: 0.1002, s1.loss_mask: 0.0919, s2.loss_cls: 0.0378, s2.acc: 94.3697, s2.loss_bbox: 0.0633, s2.loss_mask: 0.0434, loss: 1.0823 2022-06-07 13:00:09,657 - mmdet - INFO - Epoch [21][3300/7330] lr: 1.000e-04, eta: 1 day, 22:47:25, time: 1.464, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0270, loss_semantic_seg: 0.1668, s0.loss_cls: 0.1491, s0.acc: 94.4604, s0.loss_bbox: 0.0849, s0.loss_mask: 0.1862, s1.loss_cls: 0.0689, s1.acc: 94.8790, s1.loss_bbox: 0.0963, s1.loss_mask: 0.0877, s2.loss_cls: 0.0346, s2.acc: 94.7980, s2.loss_bbox: 0.0645, s2.loss_mask: 0.0416, loss: 1.0284 2022-06-07 13:01:23,099 - mmdet - INFO - Epoch [21][3350/7330] lr: 1.000e-04, eta: 1 day, 22:46:11, time: 1.469, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0282, loss_semantic_seg: 0.1714, s0.loss_cls: 0.1464, s0.acc: 94.6226, s0.loss_bbox: 0.0859, s0.loss_mask: 0.1901, s1.loss_cls: 0.0665, s1.acc: 95.1606, s1.loss_bbox: 0.0947, s1.loss_mask: 0.0903, s2.loss_cls: 0.0339, s2.acc: 95.0218, s2.loss_bbox: 0.0608, s2.loss_mask: 0.0426, loss: 1.0310 2022-06-07 13:02:36,520 - mmdet - INFO - Exp name: htc++_beit_adapter_v2_large_fpn_3x_coco.py 2022-06-07 13:02:36,525 - mmdet - INFO - Epoch [21][3400/7330] lr: 1.000e-04, eta: 1 day, 22:44:57, time: 1.468, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0270, loss_semantic_seg: 0.1706, s0.loss_cls: 0.1486, s0.acc: 94.5454, s0.loss_bbox: 0.0907, s0.loss_mask: 0.1954, s1.loss_cls: 0.0690, s1.acc: 94.9778, s1.loss_bbox: 0.0998, s1.loss_mask: 0.0918, s2.loss_cls: 0.0352, s2.acc: 94.7613, s2.loss_bbox: 0.0633, s2.loss_mask: 0.0434, loss: 1.0557 2022-06-07 13:03:49,158 - mmdet - INFO - Epoch [21][3450/7330] lr: 1.000e-04, eta: 1 day, 22:43:42, time: 1.452, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0192, loss_rpn_bbox: 0.0269, loss_semantic_seg: 0.1652, s0.loss_cls: 0.1459, s0.acc: 94.5359, s0.loss_bbox: 0.0868, s0.loss_mask: 0.1953, s1.loss_cls: 0.0668, s1.acc: 95.0708, s1.loss_bbox: 0.0968, s1.loss_mask: 0.0917, s2.loss_cls: 0.0344, s2.acc: 94.8422, s2.loss_bbox: 0.0615, s2.loss_mask: 0.0433, loss: 1.0340 2022-06-07 13:05:01,779 - mmdet - INFO - Epoch [21][3500/7330] lr: 1.000e-04, eta: 1 day, 22:42:27, time: 1.452, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0271, loss_semantic_seg: 0.1739, s0.loss_cls: 0.1558, s0.acc: 94.2993, s0.loss_bbox: 0.0933, s0.loss_mask: 0.2008, s1.loss_cls: 0.0718, s1.acc: 94.7267, s1.loss_bbox: 0.0998, s1.loss_mask: 0.0934, s2.loss_cls: 0.0361, s2.acc: 94.4735, s2.loss_bbox: 0.0639, s2.loss_mask: 0.0437, loss: 1.0803 2022-06-07 13:06:14,933 - mmdet - INFO - Epoch [21][3550/7330] lr: 1.000e-04, eta: 1 day, 22:41:13, time: 1.464, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0265, loss_semantic_seg: 0.1685, s0.loss_cls: 0.1390, s0.acc: 94.8413, s0.loss_bbox: 0.0841, s0.loss_mask: 0.1960, s1.loss_cls: 0.0635, s1.acc: 95.2455, s1.loss_bbox: 0.0927, s1.loss_mask: 0.0929, s2.loss_cls: 0.0320, s2.acc: 95.1803, s2.loss_bbox: 0.0608, s2.loss_mask: 0.0440, loss: 1.0210 2022-06-07 13:07:27,574 - mmdet - INFO - Epoch [21][3600/7330] lr: 1.000e-04, eta: 1 day, 22:39:58, time: 1.453, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0271, loss_semantic_seg: 0.1678, s0.loss_cls: 0.1552, s0.acc: 94.3489, s0.loss_bbox: 0.0898, s0.loss_mask: 0.1916, s1.loss_cls: 0.0721, s1.acc: 94.7494, s1.loss_bbox: 0.0973, s1.loss_mask: 0.0901, s2.loss_cls: 0.0358, s2.acc: 94.7250, s2.loss_bbox: 0.0624, s2.loss_mask: 0.0425, loss: 1.0536 2022-06-07 13:08:40,753 - mmdet - INFO - Epoch [21][3650/7330] lr: 1.000e-04, eta: 1 day, 22:38:44, time: 1.463, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0285, loss_semantic_seg: 0.1662, s0.loss_cls: 0.1495, s0.acc: 94.3879, s0.loss_bbox: 0.0856, s0.loss_mask: 0.1902, s1.loss_cls: 0.0701, s1.acc: 94.8150, s1.loss_bbox: 0.0941, s1.loss_mask: 0.0896, s2.loss_cls: 0.0358, s2.acc: 94.6035, s2.loss_bbox: 0.0612, s2.loss_mask: 0.0424, loss: 1.0358 2022-06-07 13:09:52,871 - mmdet - INFO - Epoch [21][3700/7330] lr: 1.000e-04, eta: 1 day, 22:37:28, time: 1.442, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0190, loss_rpn_bbox: 0.0253, loss_semantic_seg: 0.1658, s0.loss_cls: 0.1401, s0.acc: 94.8242, s0.loss_bbox: 0.0818, s0.loss_mask: 0.1876, s1.loss_cls: 0.0636, s1.acc: 95.3520, s1.loss_bbox: 0.0908, s1.loss_mask: 0.0890, s2.loss_cls: 0.0325, s2.acc: 95.2667, s2.loss_bbox: 0.0610, s2.loss_mask: 0.0422, loss: 0.9987 2022-06-07 13:11:05,756 - mmdet - INFO - Epoch [21][3750/7330] lr: 1.000e-04, eta: 1 day, 22:36:14, time: 1.457, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0244, loss_semantic_seg: 0.1683, s0.loss_cls: 0.1510, s0.acc: 94.4980, s0.loss_bbox: 0.0839, s0.loss_mask: 0.1865, s1.loss_cls: 0.0699, s1.acc: 94.8581, s1.loss_bbox: 0.0901, s1.loss_mask: 0.0876, s2.loss_cls: 0.0353, s2.acc: 94.8373, s2.loss_bbox: 0.0592, s2.loss_mask: 0.0414, loss: 1.0184 2022-06-07 13:12:20,333 - mmdet - INFO - Epoch [21][3800/7330] lr: 1.000e-04, eta: 1 day, 22:35:00, time: 1.492, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0287, loss_semantic_seg: 0.1664, s0.loss_cls: 0.1613, s0.acc: 94.1121, s0.loss_bbox: 0.0902, s0.loss_mask: 0.1931, s1.loss_cls: 0.0747, s1.acc: 94.5816, s1.loss_bbox: 0.0992, s1.loss_mask: 0.0905, s2.loss_cls: 0.0383, s2.acc: 94.2925, s2.loss_bbox: 0.0649, s2.loss_mask: 0.0424, loss: 1.0711 2022-06-07 13:13:33,008 - mmdet - INFO - Epoch [21][3850/7330] lr: 1.000e-04, eta: 1 day, 22:33:45, time: 1.453, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0283, loss_semantic_seg: 0.1657, s0.loss_cls: 0.1599, s0.acc: 94.1892, s0.loss_bbox: 0.0917, s0.loss_mask: 0.1958, s1.loss_cls: 0.0745, s1.acc: 94.6279, s1.loss_bbox: 0.1015, s1.loss_mask: 0.0924, s2.loss_cls: 0.0385, s2.acc: 94.3516, s2.loss_bbox: 0.0642, s2.loss_mask: 0.0437, loss: 1.0776 2022-06-07 13:14:45,550 - mmdet - INFO - Epoch [21][3900/7330] lr: 1.000e-04, eta: 1 day, 22:32:31, time: 1.451, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0257, loss_semantic_seg: 0.1679, s0.loss_cls: 0.1514, s0.acc: 94.5442, s0.loss_bbox: 0.0870, s0.loss_mask: 0.1843, s1.loss_cls: 0.0698, s1.acc: 94.9964, s1.loss_bbox: 0.0960, s1.loss_mask: 0.0873, s2.loss_cls: 0.0356, s2.acc: 94.7371, s2.loss_bbox: 0.0616, s2.loss_mask: 0.0412, loss: 1.0291 2022-06-07 13:15:58,953 - mmdet - INFO - Epoch [21][3950/7330] lr: 1.000e-04, eta: 1 day, 22:31:16, time: 1.468, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0272, loss_semantic_seg: 0.1669, s0.loss_cls: 0.1557, s0.acc: 94.3379, s0.loss_bbox: 0.0909, s0.loss_mask: 0.1953, s1.loss_cls: 0.0710, s1.acc: 94.8237, s1.loss_bbox: 0.1003, s1.loss_mask: 0.0914, s2.loss_cls: 0.0358, s2.acc: 94.6294, s2.loss_bbox: 0.0661, s2.loss_mask: 0.0429, loss: 1.0633 2022-06-07 13:17:11,107 - mmdet - INFO - Epoch [21][4000/7330] lr: 1.000e-04, eta: 1 day, 22:30:01, time: 1.443, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0176, loss_rpn_bbox: 0.0260, loss_semantic_seg: 0.1620, s0.loss_cls: 0.1607, s0.acc: 94.1604, s0.loss_bbox: 0.0898, s0.loss_mask: 0.1871, s1.loss_cls: 0.0737, s1.acc: 94.7084, s1.loss_bbox: 0.1002, s1.loss_mask: 0.0892, s2.loss_cls: 0.0371, s2.acc: 94.5285, s2.loss_bbox: 0.0652, s2.loss_mask: 0.0420, loss: 1.0507 2022-06-07 13:18:23,832 - mmdet - INFO - Epoch [21][4050/7330] lr: 1.000e-04, eta: 1 day, 22:28:46, time: 1.454, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0253, loss_semantic_seg: 0.1767, s0.loss_cls: 0.1562, s0.acc: 94.2278, s0.loss_bbox: 0.0915, s0.loss_mask: 0.1980, s1.loss_cls: 0.0731, s1.acc: 94.5942, s1.loss_bbox: 0.1017, s1.loss_mask: 0.0920, s2.loss_cls: 0.0376, s2.acc: 94.3009, s2.loss_bbox: 0.0654, s2.loss_mask: 0.0429, loss: 1.0805 2022-06-07 13:19:36,345 - mmdet - INFO - Epoch [21][4100/7330] lr: 1.000e-04, eta: 1 day, 22:27:31, time: 1.450, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0260, loss_semantic_seg: 0.1734, s0.loss_cls: 0.1496, s0.acc: 94.4919, s0.loss_bbox: 0.0879, s0.loss_mask: 0.1901, s1.loss_cls: 0.0673, s1.acc: 95.0921, s1.loss_bbox: 0.1001, s1.loss_mask: 0.0895, s2.loss_cls: 0.0352, s2.acc: 94.7683, s2.loss_bbox: 0.0644, s2.loss_mask: 0.0420, loss: 1.0462 2022-06-07 13:20:48,615 - mmdet - INFO - Epoch [21][4150/7330] lr: 1.000e-04, eta: 1 day, 22:26:16, time: 1.446, data_time: 0.020, memory: 64799, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0267, loss_semantic_seg: 0.1624, s0.loss_cls: 0.1436, s0.acc: 94.7703, s0.loss_bbox: 0.0850, s0.loss_mask: 0.1936, s1.loss_cls: 0.0668, s1.acc: 95.1715, s1.loss_bbox: 0.0947, s1.loss_mask: 0.0916, s2.loss_cls: 0.0347, s2.acc: 94.8911, s2.loss_bbox: 0.0602, s2.loss_mask: 0.0425, loss: 1.0215 2022-06-07 13:22:00,348 - mmdet - INFO - Epoch [21][4200/7330] lr: 1.000e-04, eta: 1 day, 22:25:01, time: 1.435, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0255, loss_semantic_seg: 0.1764, s0.loss_cls: 0.1424, s0.acc: 94.7507, s0.loss_bbox: 0.0825, s0.loss_mask: 0.1922, s1.loss_cls: 0.0654, s1.acc: 95.1909, s1.loss_bbox: 0.0939, s1.loss_mask: 0.0912, s2.loss_cls: 0.0337, s2.acc: 94.9451, s2.loss_bbox: 0.0617, s2.loss_mask: 0.0434, loss: 1.0292 2022-06-07 13:23:12,920 - mmdet - INFO - Epoch [21][4250/7330] lr: 1.000e-04, eta: 1 day, 22:23:46, time: 1.451, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0193, loss_rpn_bbox: 0.0241, loss_semantic_seg: 0.1714, s0.loss_cls: 0.1444, s0.acc: 94.7095, s0.loss_bbox: 0.0834, s0.loss_mask: 0.1879, s1.loss_cls: 0.0665, s1.acc: 95.1627, s1.loss_bbox: 0.0931, s1.loss_mask: 0.0884, s2.loss_cls: 0.0338, s2.acc: 94.9870, s2.loss_bbox: 0.0610, s2.loss_mask: 0.0414, loss: 1.0146 2022-06-07 13:24:24,993 - mmdet - INFO - Epoch [21][4300/7330] lr: 1.000e-04, eta: 1 day, 22:22:31, time: 1.442, data_time: 0.020, memory: 64799, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0274, loss_semantic_seg: 0.1686, s0.loss_cls: 0.1459, s0.acc: 94.6431, s0.loss_bbox: 0.0876, s0.loss_mask: 0.1913, s1.loss_cls: 0.0679, s1.acc: 95.0321, s1.loss_bbox: 0.0966, s1.loss_mask: 0.0893, s2.loss_cls: 0.0340, s2.acc: 94.8562, s2.loss_bbox: 0.0617, s2.loss_mask: 0.0424, loss: 1.0336 2022-06-07 13:25:37,216 - mmdet - INFO - Epoch [21][4350/7330] lr: 1.000e-04, eta: 1 day, 22:21:16, time: 1.444, data_time: 0.020, memory: 64799, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0270, loss_semantic_seg: 0.1632, s0.loss_cls: 0.1410, s0.acc: 94.7502, s0.loss_bbox: 0.0860, s0.loss_mask: 0.1939, s1.loss_cls: 0.0654, s1.acc: 95.2018, s1.loss_bbox: 0.0956, s1.loss_mask: 0.0919, s2.loss_cls: 0.0330, s2.acc: 95.0268, s2.loss_bbox: 0.0618, s2.loss_mask: 0.0437, loss: 1.0229 2022-06-07 13:26:49,388 - mmdet - INFO - Exp name: htc++_beit_adapter_v2_large_fpn_3x_coco.py 2022-06-07 13:26:49,389 - mmdet - INFO - Epoch [21][4400/7330] lr: 1.000e-04, eta: 1 day, 22:20:00, time: 1.443, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0256, loss_semantic_seg: 0.1625, s0.loss_cls: 0.1497, s0.acc: 94.6057, s0.loss_bbox: 0.0875, s0.loss_mask: 0.1927, s1.loss_cls: 0.0698, s1.acc: 94.8664, s1.loss_bbox: 0.0973, s1.loss_mask: 0.0906, s2.loss_cls: 0.0357, s2.acc: 94.7502, s2.loss_bbox: 0.0629, s2.loss_mask: 0.0430, loss: 1.0390 2022-06-07 13:28:02,159 - mmdet - INFO - Epoch [21][4450/7330] lr: 1.000e-04, eta: 1 day, 22:18:46, time: 1.455, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0191, loss_rpn_bbox: 0.0252, loss_semantic_seg: 0.1680, s0.loss_cls: 0.1406, s0.acc: 94.8308, s0.loss_bbox: 0.0816, s0.loss_mask: 0.1882, s1.loss_cls: 0.0643, s1.acc: 95.2808, s1.loss_bbox: 0.0930, s1.loss_mask: 0.0886, s2.loss_cls: 0.0330, s2.acc: 95.0996, s2.loss_bbox: 0.0610, s2.loss_mask: 0.0420, loss: 1.0044 2022-06-07 13:29:15,340 - mmdet - INFO - Epoch [21][4500/7330] lr: 1.000e-04, eta: 1 day, 22:17:31, time: 1.463, data_time: 0.020, memory: 64799, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0267, loss_semantic_seg: 0.1656, s0.loss_cls: 0.1451, s0.acc: 94.7451, s0.loss_bbox: 0.0815, s0.loss_mask: 0.1855, s1.loss_cls: 0.0676, s1.acc: 95.0903, s1.loss_bbox: 0.0930, s1.loss_mask: 0.0876, s2.loss_cls: 0.0350, s2.acc: 94.8552, s2.loss_bbox: 0.0603, s2.loss_mask: 0.0414, loss: 1.0091 2022-06-07 13:30:28,344 - mmdet - INFO - Epoch [21][4550/7330] lr: 1.000e-04, eta: 1 day, 22:16:17, time: 1.460, data_time: 0.020, memory: 64799, loss_rpn_cls: 0.0192, loss_rpn_bbox: 0.0264, loss_semantic_seg: 0.1702, s0.loss_cls: 0.1457, s0.acc: 94.8005, s0.loss_bbox: 0.0836, s0.loss_mask: 0.1912, s1.loss_cls: 0.0669, s1.acc: 95.2716, s1.loss_bbox: 0.0931, s1.loss_mask: 0.0895, s2.loss_cls: 0.0342, s2.acc: 95.0917, s2.loss_bbox: 0.0608, s2.loss_mask: 0.0423, loss: 1.0232 2022-06-07 13:31:42,509 - mmdet - INFO - Epoch [21][4600/7330] lr: 1.000e-04, eta: 1 day, 22:15:03, time: 1.484, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0188, loss_rpn_bbox: 0.0279, loss_semantic_seg: 0.1718, s0.loss_cls: 0.1551, s0.acc: 94.3694, s0.loss_bbox: 0.0893, s0.loss_mask: 0.1897, s1.loss_cls: 0.0711, s1.acc: 94.8853, s1.loss_bbox: 0.0981, s1.loss_mask: 0.0893, s2.loss_cls: 0.0364, s2.acc: 94.7024, s2.loss_bbox: 0.0632, s2.loss_mask: 0.0419, loss: 1.0528 2022-06-07 13:32:56,475 - mmdet - INFO - Epoch [21][4650/7330] lr: 1.000e-04, eta: 1 day, 22:13:49, time: 1.477, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0279, loss_semantic_seg: 0.1736, s0.loss_cls: 0.1586, s0.acc: 94.2488, s0.loss_bbox: 0.0905, s0.loss_mask: 0.1884, s1.loss_cls: 0.0723, s1.acc: 94.7586, s1.loss_bbox: 0.0983, s1.loss_mask: 0.0887, s2.loss_cls: 0.0366, s2.acc: 94.5121, s2.loss_bbox: 0.0646, s2.loss_mask: 0.0420, loss: 1.0617 2022-06-07 13:34:09,921 - mmdet - INFO - Epoch [21][4700/7330] lr: 1.000e-04, eta: 1 day, 22:12:35, time: 1.471, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0233, loss_rpn_bbox: 0.0285, loss_semantic_seg: 0.1760, s0.loss_cls: 0.1506, s0.acc: 94.5112, s0.loss_bbox: 0.0873, s0.loss_mask: 0.1905, s1.loss_cls: 0.0675, s1.acc: 95.1264, s1.loss_bbox: 0.0955, s1.loss_mask: 0.0897, s2.loss_cls: 0.0344, s2.acc: 94.9353, s2.loss_bbox: 0.0617, s2.loss_mask: 0.0423, loss: 1.0472 2022-06-07 13:35:23,206 - mmdet - INFO - Epoch [21][4750/7330] lr: 1.000e-04, eta: 1 day, 22:11:21, time: 1.466, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0273, loss_semantic_seg: 0.1623, s0.loss_cls: 0.1481, s0.acc: 94.4883, s0.loss_bbox: 0.0875, s0.loss_mask: 0.1931, s1.loss_cls: 0.0686, s1.acc: 94.9099, s1.loss_bbox: 0.0957, s1.loss_mask: 0.0910, s2.loss_cls: 0.0350, s2.acc: 94.7163, s2.loss_bbox: 0.0617, s2.loss_mask: 0.0427, loss: 1.0351 2022-06-07 13:36:37,816 - mmdet - INFO - Epoch [21][4800/7330] lr: 1.000e-04, eta: 1 day, 22:10:07, time: 1.492, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0193, loss_rpn_bbox: 0.0270, loss_semantic_seg: 0.1739, s0.loss_cls: 0.1471, s0.acc: 94.5142, s0.loss_bbox: 0.0887, s0.loss_mask: 0.1962, s1.loss_cls: 0.0672, s1.acc: 94.9866, s1.loss_bbox: 0.0970, s1.loss_mask: 0.0926, s2.loss_cls: 0.0339, s2.acc: 94.9283, s2.loss_bbox: 0.0626, s2.loss_mask: 0.0436, loss: 1.0491 2022-06-07 13:37:51,117 - mmdet - INFO - Epoch [21][4850/7330] lr: 1.000e-04, eta: 1 day, 22:08:53, time: 1.466, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0270, loss_semantic_seg: 0.1744, s0.loss_cls: 0.1559, s0.acc: 94.2063, s0.loss_bbox: 0.0874, s0.loss_mask: 0.1931, s1.loss_cls: 0.0706, s1.acc: 94.7630, s1.loss_bbox: 0.0982, s1.loss_mask: 0.0911, s2.loss_cls: 0.0365, s2.acc: 94.4899, s2.loss_bbox: 0.0644, s2.loss_mask: 0.0432, loss: 1.0622 2022-06-07 13:39:04,019 - mmdet - INFO - Epoch [21][4900/7330] lr: 1.000e-04, eta: 1 day, 22:07:38, time: 1.457, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0274, loss_semantic_seg: 0.1674, s0.loss_cls: 0.1555, s0.acc: 94.2976, s0.loss_bbox: 0.0890, s0.loss_mask: 0.1929, s1.loss_cls: 0.0719, s1.acc: 94.7615, s1.loss_bbox: 0.0985, s1.loss_mask: 0.0906, s2.loss_cls: 0.0367, s2.acc: 94.5801, s2.loss_bbox: 0.0630, s2.loss_mask: 0.0427, loss: 1.0559 2022-06-07 13:40:18,944 - mmdet - INFO - Epoch [21][4950/7330] lr: 1.000e-04, eta: 1 day, 22:06:25, time: 1.499, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0251, loss_semantic_seg: 0.1696, s0.loss_cls: 0.1498, s0.acc: 94.5498, s0.loss_bbox: 0.0860, s0.loss_mask: 0.1900, s1.loss_cls: 0.0687, s1.acc: 94.8823, s1.loss_bbox: 0.0970, s1.loss_mask: 0.0903, s2.loss_cls: 0.0357, s2.acc: 94.6494, s2.loss_bbox: 0.0611, s2.loss_mask: 0.0427, loss: 1.0356 2022-06-07 13:41:31,210 - mmdet - INFO - Epoch [21][5000/7330] lr: 1.000e-04, eta: 1 day, 22:05:10, time: 1.445, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0244, loss_semantic_seg: 0.1705, s0.loss_cls: 0.1439, s0.acc: 94.6602, s0.loss_bbox: 0.0832, s0.loss_mask: 0.1942, s1.loss_cls: 0.0653, s1.acc: 95.1138, s1.loss_bbox: 0.0921, s1.loss_mask: 0.0922, s2.loss_cls: 0.0334, s2.acc: 95.0158, s2.loss_bbox: 0.0607, s2.loss_mask: 0.0439, loss: 1.0258 2022-06-07 13:42:44,145 - mmdet - INFO - Epoch [21][5050/7330] lr: 1.000e-04, eta: 1 day, 22:03:56, time: 1.459, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0264, loss_semantic_seg: 0.1709, s0.loss_cls: 0.1541, s0.acc: 94.3840, s0.loss_bbox: 0.0877, s0.loss_mask: 0.1899, s1.loss_cls: 0.0715, s1.acc: 94.7383, s1.loss_bbox: 0.0974, s1.loss_mask: 0.0892, s2.loss_cls: 0.0364, s2.acc: 94.5119, s2.loss_bbox: 0.0627, s2.loss_mask: 0.0421, loss: 1.0499 2022-06-07 13:43:56,822 - mmdet - INFO - Epoch [21][5100/7330] lr: 1.000e-04, eta: 1 day, 22:02:41, time: 1.454, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0273, loss_semantic_seg: 0.1732, s0.loss_cls: 0.1486, s0.acc: 94.6360, s0.loss_bbox: 0.0838, s0.loss_mask: 0.1886, s1.loss_cls: 0.0686, s1.acc: 95.0260, s1.loss_bbox: 0.0919, s1.loss_mask: 0.0892, s2.loss_cls: 0.0342, s2.acc: 94.8420, s2.loss_bbox: 0.0597, s2.loss_mask: 0.0418, loss: 1.0294 2022-06-07 13:45:09,935 - mmdet - INFO - Epoch [21][5150/7330] lr: 1.000e-04, eta: 1 day, 22:01:26, time: 1.462, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0263, loss_semantic_seg: 0.1714, s0.loss_cls: 0.1499, s0.acc: 94.5007, s0.loss_bbox: 0.0864, s0.loss_mask: 0.1933, s1.loss_cls: 0.0679, s1.acc: 95.0568, s1.loss_bbox: 0.0941, s1.loss_mask: 0.0906, s2.loss_cls: 0.0345, s2.acc: 94.9145, s2.loss_bbox: 0.0593, s2.loss_mask: 0.0424, loss: 1.0360 2022-06-07 13:46:23,125 - mmdet - INFO - Epoch [21][5200/7330] lr: 1.000e-04, eta: 1 day, 22:00:12, time: 1.464, data_time: 0.012, memory: 64799, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0260, loss_semantic_seg: 0.1627, s0.loss_cls: 0.1460, s0.acc: 94.5991, s0.loss_bbox: 0.0870, s0.loss_mask: 0.1944, s1.loss_cls: 0.0683, s1.acc: 94.8383, s1.loss_bbox: 0.0938, s1.loss_mask: 0.0920, s2.loss_cls: 0.0351, s2.acc: 94.6262, s2.loss_bbox: 0.0613, s2.loss_mask: 0.0436, loss: 1.0306 2022-06-07 13:47:35,208 - mmdet - INFO - Epoch [21][5250/7330] lr: 1.000e-04, eta: 1 day, 21:58:57, time: 1.441, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0185, loss_rpn_bbox: 0.0251, loss_semantic_seg: 0.1709, s0.loss_cls: 0.1491, s0.acc: 94.5093, s0.loss_bbox: 0.0880, s0.loss_mask: 0.1897, s1.loss_cls: 0.0689, s1.acc: 94.9538, s1.loss_bbox: 0.0975, s1.loss_mask: 0.0886, s2.loss_cls: 0.0349, s2.acc: 94.8107, s2.loss_bbox: 0.0610, s2.loss_mask: 0.0420, loss: 1.0340 2022-06-07 13:48:48,183 - mmdet - INFO - Epoch [21][5300/7330] lr: 1.000e-04, eta: 1 day, 21:57:42, time: 1.459, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0251, loss_semantic_seg: 0.1710, s0.loss_cls: 0.1500, s0.acc: 94.4807, s0.loss_bbox: 0.0864, s0.loss_mask: 0.1919, s1.loss_cls: 0.0690, s1.acc: 95.0102, s1.loss_bbox: 0.0961, s1.loss_mask: 0.0903, s2.loss_cls: 0.0360, s2.acc: 94.7945, s2.loss_bbox: 0.0614, s2.loss_mask: 0.0425, loss: 1.0394 2022-06-07 13:50:01,596 - mmdet - INFO - Epoch [21][5350/7330] lr: 1.000e-04, eta: 1 day, 21:56:28, time: 1.469, data_time: 0.023, memory: 64799, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0267, loss_semantic_seg: 0.1760, s0.loss_cls: 0.1573, s0.acc: 94.2898, s0.loss_bbox: 0.0924, s0.loss_mask: 0.2010, s1.loss_cls: 0.0736, s1.acc: 94.6687, s1.loss_bbox: 0.1023, s1.loss_mask: 0.0947, s2.loss_cls: 0.0379, s2.acc: 94.4858, s2.loss_bbox: 0.0667, s2.loss_mask: 0.0448, loss: 1.0942 2022-06-07 13:51:14,417 - mmdet - INFO - Exp name: htc++_beit_adapter_v2_large_fpn_3x_coco.py 2022-06-07 13:51:14,429 - mmdet - INFO - Epoch [21][5400/7330] lr: 1.000e-04, eta: 1 day, 21:55:13, time: 1.456, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0261, loss_semantic_seg: 0.1767, s0.loss_cls: 0.1612, s0.acc: 94.2910, s0.loss_bbox: 0.0880, s0.loss_mask: 0.1910, s1.loss_cls: 0.0729, s1.acc: 94.8771, s1.loss_bbox: 0.0976, s1.loss_mask: 0.0895, s2.loss_cls: 0.0372, s2.acc: 94.6878, s2.loss_bbox: 0.0632, s2.loss_mask: 0.0423, loss: 1.0660 2022-06-07 13:52:26,776 - mmdet - INFO - Epoch [21][5450/7330] lr: 1.000e-04, eta: 1 day, 21:53:58, time: 1.447, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0191, loss_rpn_bbox: 0.0262, loss_semantic_seg: 0.1684, s0.loss_cls: 0.1459, s0.acc: 94.6392, s0.loss_bbox: 0.0838, s0.loss_mask: 0.1873, s1.loss_cls: 0.0673, s1.acc: 95.0660, s1.loss_bbox: 0.0939, s1.loss_mask: 0.0882, s2.loss_cls: 0.0343, s2.acc: 94.9718, s2.loss_bbox: 0.0620, s2.loss_mask: 0.0417, loss: 1.0181 2022-06-07 13:53:40,205 - mmdet - INFO - Epoch [21][5500/7330] lr: 1.000e-04, eta: 1 day, 21:52:44, time: 1.469, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0245, loss_semantic_seg: 0.1732, s0.loss_cls: 0.1492, s0.acc: 94.4802, s0.loss_bbox: 0.0870, s0.loss_mask: 0.1887, s1.loss_cls: 0.0683, s1.acc: 94.9294, s1.loss_bbox: 0.0955, s1.loss_mask: 0.0887, s2.loss_cls: 0.0344, s2.acc: 94.8266, s2.loss_bbox: 0.0630, s2.loss_mask: 0.0416, loss: 1.0347 2022-06-07 13:54:53,208 - mmdet - INFO - Epoch [21][5550/7330] lr: 1.000e-04, eta: 1 day, 21:51:30, time: 1.460, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0276, loss_semantic_seg: 0.1772, s0.loss_cls: 0.1577, s0.acc: 94.2041, s0.loss_bbox: 0.0902, s0.loss_mask: 0.1981, s1.loss_cls: 0.0719, s1.acc: 94.8251, s1.loss_bbox: 0.1012, s1.loss_mask: 0.0929, s2.loss_cls: 0.0365, s2.acc: 94.6484, s2.loss_bbox: 0.0660, s2.loss_mask: 0.0441, loss: 1.0842 2022-06-07 13:56:06,906 - mmdet - INFO - Epoch [21][5600/7330] lr: 1.000e-04, eta: 1 day, 21:50:16, time: 1.474, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0266, loss_semantic_seg: 0.1694, s0.loss_cls: 0.1557, s0.acc: 94.3169, s0.loss_bbox: 0.0899, s0.loss_mask: 0.1959, s1.loss_cls: 0.0711, s1.acc: 94.8334, s1.loss_bbox: 0.0989, s1.loss_mask: 0.0928, s2.loss_cls: 0.0361, s2.acc: 94.7209, s2.loss_bbox: 0.0637, s2.loss_mask: 0.0441, loss: 1.0665 2022-06-07 13:57:21,416 - mmdet - INFO - Epoch [21][5650/7330] lr: 1.000e-04, eta: 1 day, 21:49:02, time: 1.491, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0271, loss_semantic_seg: 0.1611, s0.loss_cls: 0.1472, s0.acc: 94.5886, s0.loss_bbox: 0.0847, s0.loss_mask: 0.1872, s1.loss_cls: 0.0672, s1.acc: 95.0752, s1.loss_bbox: 0.0962, s1.loss_mask: 0.0889, s2.loss_cls: 0.0339, s2.acc: 94.9333, s2.loss_bbox: 0.0636, s2.loss_mask: 0.0422, loss: 1.0199 2022-06-07 13:58:33,223 - mmdet - INFO - Epoch [21][5700/7330] lr: 1.000e-04, eta: 1 day, 21:47:47, time: 1.436, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0239, loss_semantic_seg: 0.1686, s0.loss_cls: 0.1453, s0.acc: 94.7173, s0.loss_bbox: 0.0826, s0.loss_mask: 0.1881, s1.loss_cls: 0.0670, s1.acc: 95.1783, s1.loss_bbox: 0.0935, s1.loss_mask: 0.0887, s2.loss_cls: 0.0343, s2.acc: 95.0109, s2.loss_bbox: 0.0619, s2.loss_mask: 0.0419, loss: 1.0167 2022-06-07 13:59:45,089 - mmdet - INFO - Epoch [21][5750/7330] lr: 1.000e-04, eta: 1 day, 21:46:31, time: 1.438, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0188, loss_rpn_bbox: 0.0249, loss_semantic_seg: 0.1678, s0.loss_cls: 0.1469, s0.acc: 94.6833, s0.loss_bbox: 0.0839, s0.loss_mask: 0.1910, s1.loss_cls: 0.0672, s1.acc: 95.2308, s1.loss_bbox: 0.0929, s1.loss_mask: 0.0901, s2.loss_cls: 0.0340, s2.acc: 95.0752, s2.loss_bbox: 0.0608, s2.loss_mask: 0.0428, loss: 1.0210 2022-06-07 14:00:58,548 - mmdet - INFO - Epoch [21][5800/7330] lr: 1.000e-04, eta: 1 day, 21:45:17, time: 1.467, data_time: 0.012, memory: 64799, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0267, loss_semantic_seg: 0.1728, s0.loss_cls: 0.1518, s0.acc: 94.4641, s0.loss_bbox: 0.0862, s0.loss_mask: 0.1872, s1.loss_cls: 0.0687, s1.acc: 95.0297, s1.loss_bbox: 0.0949, s1.loss_mask: 0.0878, s2.loss_cls: 0.0348, s2.acc: 94.8931, s2.loss_bbox: 0.0628, s2.loss_mask: 0.0413, loss: 1.0358 2022-06-07 14:02:11,207 - mmdet - INFO - Epoch [21][5850/7330] lr: 1.000e-04, eta: 1 day, 21:44:03, time: 1.455, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0265, loss_semantic_seg: 0.1742, s0.loss_cls: 0.1511, s0.acc: 94.5010, s0.loss_bbox: 0.0849, s0.loss_mask: 0.1922, s1.loss_cls: 0.0711, s1.acc: 94.8448, s1.loss_bbox: 0.0968, s1.loss_mask: 0.0899, s2.loss_cls: 0.0370, s2.acc: 94.5966, s2.loss_bbox: 0.0626, s2.loss_mask: 0.0423, loss: 1.0488 2022-06-07 14:03:23,539 - mmdet - INFO - Epoch [21][5900/7330] lr: 1.000e-04, eta: 1 day, 21:42:48, time: 1.447, data_time: 0.020, memory: 64799, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0272, loss_semantic_seg: 0.1657, s0.loss_cls: 0.1510, s0.acc: 94.2595, s0.loss_bbox: 0.0920, s0.loss_mask: 0.2021, s1.loss_cls: 0.0696, s1.acc: 94.7761, s1.loss_bbox: 0.1011, s1.loss_mask: 0.0946, s2.loss_cls: 0.0352, s2.acc: 94.5999, s2.loss_bbox: 0.0635, s2.loss_mask: 0.0445, loss: 1.0672 2022-06-07 14:04:36,289 - mmdet - INFO - Epoch [21][5950/7330] lr: 1.000e-04, eta: 1 day, 21:41:33, time: 1.455, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0278, loss_semantic_seg: 0.1632, s0.loss_cls: 0.1502, s0.acc: 94.5203, s0.loss_bbox: 0.0875, s0.loss_mask: 0.1898, s1.loss_cls: 0.0687, s1.acc: 95.0260, s1.loss_bbox: 0.0967, s1.loss_mask: 0.0886, s2.loss_cls: 0.0349, s2.acc: 94.7708, s2.loss_bbox: 0.0634, s2.loss_mask: 0.0419, loss: 1.0336 2022-06-07 14:05:49,391 - mmdet - INFO - Epoch [21][6000/7330] lr: 1.000e-04, eta: 1 day, 21:40:18, time: 1.462, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0187, loss_rpn_bbox: 0.0264, loss_semantic_seg: 0.1764, s0.loss_cls: 0.1572, s0.acc: 94.2197, s0.loss_bbox: 0.0915, s0.loss_mask: 0.1947, s1.loss_cls: 0.0723, s1.acc: 94.7507, s1.loss_bbox: 0.1013, s1.loss_mask: 0.0920, s2.loss_cls: 0.0366, s2.acc: 94.5534, s2.loss_bbox: 0.0649, s2.loss_mask: 0.0431, loss: 1.0750 2022-06-07 14:07:02,318 - mmdet - INFO - Epoch [21][6050/7330] lr: 1.000e-04, eta: 1 day, 21:39:04, time: 1.459, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0187, loss_rpn_bbox: 0.0265, loss_semantic_seg: 0.1797, s0.loss_cls: 0.1470, s0.acc: 94.5129, s0.loss_bbox: 0.0884, s0.loss_mask: 0.1879, s1.loss_cls: 0.0673, s1.acc: 94.9849, s1.loss_bbox: 0.0978, s1.loss_mask: 0.0891, s2.loss_cls: 0.0341, s2.acc: 94.8057, s2.loss_bbox: 0.0631, s2.loss_mask: 0.0421, loss: 1.0415 2022-06-07 14:08:16,058 - mmdet - INFO - Epoch [21][6100/7330] lr: 1.000e-04, eta: 1 day, 21:37:50, time: 1.474, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0278, loss_semantic_seg: 0.1682, s0.loss_cls: 0.1568, s0.acc: 94.1326, s0.loss_bbox: 0.0929, s0.loss_mask: 0.1935, s1.loss_cls: 0.0722, s1.acc: 94.5470, s1.loss_bbox: 0.1029, s1.loss_mask: 0.0912, s2.loss_cls: 0.0368, s2.acc: 94.3709, s2.loss_bbox: 0.0659, s2.loss_mask: 0.0432, loss: 1.0742 2022-06-07 14:09:29,966 - mmdet - INFO - Epoch [21][6150/7330] lr: 1.000e-04, eta: 1 day, 21:36:36, time: 1.479, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0283, loss_semantic_seg: 0.1655, s0.loss_cls: 0.1551, s0.acc: 94.3066, s0.loss_bbox: 0.0870, s0.loss_mask: 0.1910, s1.loss_cls: 0.0719, s1.acc: 94.6963, s1.loss_bbox: 0.0942, s1.loss_mask: 0.0891, s2.loss_cls: 0.0362, s2.acc: 94.6840, s2.loss_bbox: 0.0610, s2.loss_mask: 0.0419, loss: 1.0408 2022-06-07 14:10:44,357 - mmdet - INFO - Epoch [21][6200/7330] lr: 1.000e-04, eta: 1 day, 21:35:22, time: 1.488, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0274, loss_semantic_seg: 0.1712, s0.loss_cls: 0.1518, s0.acc: 94.4688, s0.loss_bbox: 0.0879, s0.loss_mask: 0.1964, s1.loss_cls: 0.0697, s1.acc: 94.9051, s1.loss_bbox: 0.0992, s1.loss_mask: 0.0924, s2.loss_cls: 0.0360, s2.acc: 94.7072, s2.loss_bbox: 0.0639, s2.loss_mask: 0.0433, loss: 1.0593 2022-06-07 14:11:57,300 - mmdet - INFO - Epoch [21][6250/7330] lr: 1.000e-04, eta: 1 day, 21:34:08, time: 1.459, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0179, loss_rpn_bbox: 0.0255, loss_semantic_seg: 0.1578, s0.loss_cls: 0.1474, s0.acc: 94.6448, s0.loss_bbox: 0.0837, s0.loss_mask: 0.1859, s1.loss_cls: 0.0669, s1.acc: 95.1839, s1.loss_bbox: 0.0931, s1.loss_mask: 0.0878, s2.loss_cls: 0.0337, s2.acc: 95.0476, s2.loss_bbox: 0.0609, s2.loss_mask: 0.0419, loss: 1.0026 2022-06-07 14:13:11,538 - mmdet - INFO - Epoch [21][6300/7330] lr: 1.000e-04, eta: 1 day, 21:32:54, time: 1.485, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0187, loss_rpn_bbox: 0.0262, loss_semantic_seg: 0.1667, s0.loss_cls: 0.1563, s0.acc: 94.2532, s0.loss_bbox: 0.0899, s0.loss_mask: 0.1899, s1.loss_cls: 0.0729, s1.acc: 94.7024, s1.loss_bbox: 0.0992, s1.loss_mask: 0.0893, s2.loss_cls: 0.0369, s2.acc: 94.5471, s2.loss_bbox: 0.0638, s2.loss_mask: 0.0422, loss: 1.0521 2022-06-07 14:14:25,327 - mmdet - INFO - Epoch [21][6350/7330] lr: 1.000e-04, eta: 1 day, 21:31:40, time: 1.476, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0284, loss_semantic_seg: 0.1707, s0.loss_cls: 0.1659, s0.acc: 94.0530, s0.loss_bbox: 0.0911, s0.loss_mask: 0.1904, s1.loss_cls: 0.0765, s1.acc: 94.5419, s1.loss_bbox: 0.1013, s1.loss_mask: 0.0896, s2.loss_cls: 0.0391, s2.acc: 94.3259, s2.loss_bbox: 0.0646, s2.loss_mask: 0.0423, loss: 1.0825 2022-06-07 14:15:37,769 - mmdet - INFO - Exp name: htc++_beit_adapter_v2_large_fpn_3x_coco.py 2022-06-07 14:15:37,771 - mmdet - INFO - Epoch [21][6400/7330] lr: 1.000e-04, eta: 1 day, 21:30:25, time: 1.449, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0237, loss_semantic_seg: 0.1680, s0.loss_cls: 0.1508, s0.acc: 94.6096, s0.loss_bbox: 0.0842, s0.loss_mask: 0.1880, s1.loss_cls: 0.0685, s1.acc: 95.1363, s1.loss_bbox: 0.0928, s1.loss_mask: 0.0882, s2.loss_cls: 0.0352, s2.acc: 94.9041, s2.loss_bbox: 0.0598, s2.loss_mask: 0.0416, loss: 1.0209 2022-06-07 14:16:52,060 - mmdet - INFO - Epoch [21][6450/7330] lr: 1.000e-04, eta: 1 day, 21:29:12, time: 1.485, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0266, loss_semantic_seg: 0.1751, s0.loss_cls: 0.1478, s0.acc: 94.6248, s0.loss_bbox: 0.0853, s0.loss_mask: 0.1887, s1.loss_cls: 0.0677, s1.acc: 95.1013, s1.loss_bbox: 0.0952, s1.loss_mask: 0.0886, s2.loss_cls: 0.0342, s2.acc: 94.8922, s2.loss_bbox: 0.0614, s2.loss_mask: 0.0418, loss: 1.0335 2022-06-07 14:18:04,329 - mmdet - INFO - Epoch [21][6500/7330] lr: 1.000e-04, eta: 1 day, 21:27:57, time: 1.445, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0251, loss_semantic_seg: 0.1743, s0.loss_cls: 0.1468, s0.acc: 94.6877, s0.loss_bbox: 0.0859, s0.loss_mask: 0.1927, s1.loss_cls: 0.0668, s1.acc: 95.1463, s1.loss_bbox: 0.0944, s1.loss_mask: 0.0909, s2.loss_cls: 0.0342, s2.acc: 94.9272, s2.loss_bbox: 0.0607, s2.loss_mask: 0.0426, loss: 1.0345 2022-06-07 14:19:17,044 - mmdet - INFO - Epoch [21][6550/7330] lr: 1.000e-04, eta: 1 day, 21:26:42, time: 1.454, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0269, loss_semantic_seg: 0.1752, s0.loss_cls: 0.1527, s0.acc: 94.4451, s0.loss_bbox: 0.0882, s0.loss_mask: 0.1953, s1.loss_cls: 0.0704, s1.acc: 94.9126, s1.loss_bbox: 0.0955, s1.loss_mask: 0.0911, s2.loss_cls: 0.0353, s2.acc: 94.8245, s2.loss_bbox: 0.0611, s2.loss_mask: 0.0430, loss: 1.0548 2022-06-07 14:20:29,815 - mmdet - INFO - Epoch [21][6600/7330] lr: 1.000e-04, eta: 1 day, 21:25:27, time: 1.455, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0269, loss_semantic_seg: 0.1706, s0.loss_cls: 0.1554, s0.acc: 94.3262, s0.loss_bbox: 0.0912, s0.loss_mask: 0.1960, s1.loss_cls: 0.0702, s1.acc: 94.8544, s1.loss_bbox: 0.1007, s1.loss_mask: 0.0921, s2.loss_cls: 0.0365, s2.acc: 94.4960, s2.loss_bbox: 0.0650, s2.loss_mask: 0.0436, loss: 1.0691 2022-06-07 14:21:43,144 - mmdet - INFO - Epoch [21][6650/7330] lr: 1.000e-04, eta: 1 day, 21:24:13, time: 1.467, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0267, loss_semantic_seg: 0.1695, s0.loss_cls: 0.1595, s0.acc: 94.3564, s0.loss_bbox: 0.0884, s0.loss_mask: 0.1920, s1.loss_cls: 0.0729, s1.acc: 94.8345, s1.loss_bbox: 0.0980, s1.loss_mask: 0.0902, s2.loss_cls: 0.0372, s2.acc: 94.5965, s2.loss_bbox: 0.0623, s2.loss_mask: 0.0429, loss: 1.0609 2022-06-07 14:22:56,016 - mmdet - INFO - Epoch [21][6700/7330] lr: 1.000e-04, eta: 1 day, 21:22:59, time: 1.457, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0258, loss_semantic_seg: 0.1747, s0.loss_cls: 0.1483, s0.acc: 94.4578, s0.loss_bbox: 0.0878, s0.loss_mask: 0.1887, s1.loss_cls: 0.0691, s1.acc: 94.9150, s1.loss_bbox: 0.0969, s1.loss_mask: 0.0888, s2.loss_cls: 0.0349, s2.acc: 94.7219, s2.loss_bbox: 0.0620, s2.loss_mask: 0.0418, loss: 1.0395 2022-06-07 14:24:09,691 - mmdet - INFO - Epoch [21][6750/7330] lr: 1.000e-04, eta: 1 day, 21:21:45, time: 1.473, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0268, loss_semantic_seg: 0.1807, s0.loss_cls: 0.1584, s0.acc: 94.3318, s0.loss_bbox: 0.0904, s0.loss_mask: 0.1947, s1.loss_cls: 0.0744, s1.acc: 94.6785, s1.loss_bbox: 0.0996, s1.loss_mask: 0.0913, s2.loss_cls: 0.0372, s2.acc: 94.5079, s2.loss_bbox: 0.0618, s2.loss_mask: 0.0429, loss: 1.0803 2022-06-07 14:25:23,097 - mmdet - INFO - Epoch [21][6800/7330] lr: 1.000e-04, eta: 1 day, 21:20:30, time: 1.469, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0279, loss_semantic_seg: 0.1707, s0.loss_cls: 0.1595, s0.acc: 94.3035, s0.loss_bbox: 0.0913, s0.loss_mask: 0.1962, s1.loss_cls: 0.0740, s1.acc: 94.7286, s1.loss_bbox: 0.1007, s1.loss_mask: 0.0914, s2.loss_cls: 0.0378, s2.acc: 94.4083, s2.loss_bbox: 0.0656, s2.loss_mask: 0.0432, loss: 1.0816 2022-06-07 14:26:36,866 - mmdet - INFO - Epoch [21][6850/7330] lr: 1.000e-04, eta: 1 day, 21:19:16, time: 1.475, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0257, loss_semantic_seg: 0.1731, s0.loss_cls: 0.1537, s0.acc: 94.3726, s0.loss_bbox: 0.0872, s0.loss_mask: 0.1921, s1.loss_cls: 0.0709, s1.acc: 94.7869, s1.loss_bbox: 0.0985, s1.loss_mask: 0.0900, s2.loss_cls: 0.0361, s2.acc: 94.6187, s2.loss_bbox: 0.0644, s2.loss_mask: 0.0424, loss: 1.0538 2022-06-07 14:27:50,419 - mmdet - INFO - Epoch [21][6900/7330] lr: 1.000e-04, eta: 1 day, 21:18:02, time: 1.471, data_time: 0.020, memory: 64799, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0275, loss_semantic_seg: 0.1580, s0.loss_cls: 0.1592, s0.acc: 94.2739, s0.loss_bbox: 0.0874, s0.loss_mask: 0.1934, s1.loss_cls: 0.0733, s1.acc: 94.6556, s1.loss_bbox: 0.1012, s1.loss_mask: 0.0920, s2.loss_cls: 0.0375, s2.acc: 94.5074, s2.loss_bbox: 0.0669, s2.loss_mask: 0.0435, loss: 1.0607 2022-06-07 14:29:02,976 - mmdet - INFO - Epoch [21][6950/7330] lr: 1.000e-04, eta: 1 day, 21:16:47, time: 1.450, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0244, loss_rpn_bbox: 0.0267, loss_semantic_seg: 0.1732, s0.loss_cls: 0.1508, s0.acc: 94.4956, s0.loss_bbox: 0.0871, s0.loss_mask: 0.1950, s1.loss_cls: 0.0691, s1.acc: 95.0231, s1.loss_bbox: 0.0988, s1.loss_mask: 0.0924, s2.loss_cls: 0.0349, s2.acc: 94.8206, s2.loss_bbox: 0.0636, s2.loss_mask: 0.0438, loss: 1.0598 2022-06-07 14:30:17,071 - mmdet - INFO - Epoch [21][7000/7330] lr: 1.000e-04, eta: 1 day, 21:15:34, time: 1.482, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0268, loss_semantic_seg: 0.1751, s0.loss_cls: 0.1469, s0.acc: 94.6370, s0.loss_bbox: 0.0862, s0.loss_mask: 0.1922, s1.loss_cls: 0.0685, s1.acc: 95.0083, s1.loss_bbox: 0.0972, s1.loss_mask: 0.0901, s2.loss_cls: 0.0353, s2.acc: 94.7961, s2.loss_bbox: 0.0630, s2.loss_mask: 0.0422, loss: 1.0434 2022-06-07 14:31:30,129 - mmdet - INFO - Epoch [21][7050/7330] lr: 1.000e-04, eta: 1 day, 21:14:19, time: 1.461, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0289, loss_semantic_seg: 0.1695, s0.loss_cls: 0.1585, s0.acc: 94.2390, s0.loss_bbox: 0.0899, s0.loss_mask: 0.1966, s1.loss_cls: 0.0725, s1.acc: 94.7477, s1.loss_bbox: 0.0998, s1.loss_mask: 0.0922, s2.loss_cls: 0.0367, s2.acc: 94.6229, s2.loss_bbox: 0.0657, s2.loss_mask: 0.0435, loss: 1.0753 2022-06-07 14:32:44,278 - mmdet - INFO - Epoch [21][7100/7330] lr: 1.000e-04, eta: 1 day, 21:13:06, time: 1.481, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0191, loss_rpn_bbox: 0.0280, loss_semantic_seg: 0.1690, s0.loss_cls: 0.1586, s0.acc: 94.0928, s0.loss_bbox: 0.0912, s0.loss_mask: 0.1960, s1.loss_cls: 0.0736, s1.acc: 94.4937, s1.loss_bbox: 0.1019, s1.loss_mask: 0.0928, s2.loss_cls: 0.0375, s2.acc: 94.2730, s2.loss_bbox: 0.0659, s2.loss_mask: 0.0440, loss: 1.0775 2022-06-07 14:33:56,578 - mmdet - INFO - Epoch [21][7150/7330] lr: 1.000e-04, eta: 1 day, 21:11:51, time: 1.448, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0190, loss_rpn_bbox: 0.0255, loss_semantic_seg: 0.1715, s0.loss_cls: 0.1632, s0.acc: 94.1187, s0.loss_bbox: 0.0891, s0.loss_mask: 0.1907, s1.loss_cls: 0.0768, s1.acc: 94.5817, s1.loss_bbox: 0.0960, s1.loss_mask: 0.0886, s2.loss_cls: 0.0378, s2.acc: 94.4798, s2.loss_bbox: 0.0618, s2.loss_mask: 0.0417, loss: 1.0619 2022-06-07 14:35:10,241 - mmdet - INFO - Epoch [21][7200/7330] lr: 1.000e-04, eta: 1 day, 21:10:37, time: 1.473, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0277, loss_semantic_seg: 0.1716, s0.loss_cls: 0.1518, s0.acc: 94.4517, s0.loss_bbox: 0.0887, s0.loss_mask: 0.1900, s1.loss_cls: 0.0704, s1.acc: 94.8030, s1.loss_bbox: 0.0975, s1.loss_mask: 0.0897, s2.loss_cls: 0.0367, s2.acc: 94.5505, s2.loss_bbox: 0.0624, s2.loss_mask: 0.0422, loss: 1.0501 2022-06-07 14:36:23,644 - mmdet - INFO - Epoch [21][7250/7330] lr: 1.000e-04, eta: 1 day, 21:09:22, time: 1.468, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0269, loss_semantic_seg: 0.1693, s0.loss_cls: 0.1524, s0.acc: 94.3997, s0.loss_bbox: 0.0896, s0.loss_mask: 0.1930, s1.loss_cls: 0.0700, s1.acc: 94.8473, s1.loss_bbox: 0.1002, s1.loss_mask: 0.0911, s2.loss_cls: 0.0359, s2.acc: 94.5223, s2.loss_bbox: 0.0642, s2.loss_mask: 0.0429, loss: 1.0559 2022-06-07 14:37:36,256 - mmdet - INFO - Epoch [21][7300/7330] lr: 1.000e-04, eta: 1 day, 21:08:08, time: 1.452, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0267, loss_semantic_seg: 0.1783, s0.loss_cls: 0.1464, s0.acc: 94.6995, s0.loss_bbox: 0.0849, s0.loss_mask: 0.1893, s1.loss_cls: 0.0690, s1.acc: 95.0385, s1.loss_bbox: 0.0959, s1.loss_mask: 0.0891, s2.loss_cls: 0.0353, s2.acc: 94.7997, s2.loss_bbox: 0.0611, s2.loss_mask: 0.0422, loss: 1.0384 2022-06-07 14:38:38,488 - mmdet - INFO - Saving checkpoint at 21 epochs 2022-06-07 14:42:54,026 - mmdet - INFO - Evaluating bbox... 2022-06-07 14:43:41,347 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.563 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.751 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.624 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.420 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.600 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.695 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.729 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.729 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.729 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.593 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.765 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.858 2022-06-07 14:43:41,348 - mmdet - INFO - Evaluating segm... 2022-06-07 14:44:33,461 - 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 ] = 0.732 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.538 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.317 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.525 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.663 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 ] = 0.486 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.668 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.771 2022-06-07 14:44:34,497 - mmdet - INFO - Exp name: htc++_beit_adapter_v2_large_fpn_3x_coco.py 2022-06-07 14:44:34,498 - mmdet - INFO - Epoch(val) [21][313] bbox_mAP: 0.5630, bbox_mAP_50: 0.7510, bbox_mAP_75: 0.6240, bbox_mAP_s: 0.4200, bbox_mAP_m: 0.6000, bbox_mAP_l: 0.6950, bbox_mAP_copypaste: 0.563 0.751 0.624 0.420 0.600 0.695, segm_mAP: 0.4920, segm_mAP_50: 0.7320, segm_mAP_75: 0.5380, segm_mAP_s: 0.3170, segm_mAP_m: 0.5250, segm_mAP_l: 0.6630, segm_mAP_copypaste: 0.492 0.732 0.538 0.317 0.525 0.663 2022-06-07 14:49:23,350 - mmdet - INFO - Epoch [22][50/7330] lr: 1.000e-04, eta: 1 day, 21:08:11, time: 5.774, data_time: 4.312, memory: 64799, loss_rpn_cls: 0.0163, loss_rpn_bbox: 0.0253, loss_semantic_seg: 0.1601, s0.loss_cls: 0.1426, s0.acc: 94.6345, s0.loss_bbox: 0.0833, s0.loss_mask: 0.1843, s1.loss_cls: 0.0649, s1.acc: 95.1318, s1.loss_bbox: 0.0918, s1.loss_mask: 0.0871, s2.loss_cls: 0.0332, s2.acc: 94.9527, s2.loss_bbox: 0.0600, s2.loss_mask: 0.0415, loss: 0.9903 2022-06-07 14:50:36,943 - mmdet - INFO - Epoch [22][100/7330] lr: 1.000e-04, eta: 1 day, 21:06:57, time: 1.474, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0261, loss_semantic_seg: 0.1701, s0.loss_cls: 0.1458, s0.acc: 94.5830, s0.loss_bbox: 0.0857, s0.loss_mask: 0.1884, s1.loss_cls: 0.0654, s1.acc: 95.0728, s1.loss_bbox: 0.0957, s1.loss_mask: 0.0888, s2.loss_cls: 0.0334, s2.acc: 94.8656, s2.loss_bbox: 0.0620, s2.loss_mask: 0.0417, loss: 1.0230 2022-06-07 14:51:49,761 - mmdet - INFO - Epoch [22][150/7330] lr: 1.000e-04, eta: 1 day, 21:05:42, time: 1.456, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0264, loss_semantic_seg: 0.1643, s0.loss_cls: 0.1449, s0.acc: 94.6055, s0.loss_bbox: 0.0880, s0.loss_mask: 0.1884, s1.loss_cls: 0.0669, s1.acc: 95.0114, s1.loss_bbox: 0.0989, s1.loss_mask: 0.0888, s2.loss_cls: 0.0336, s2.acc: 94.8584, s2.loss_bbox: 0.0627, s2.loss_mask: 0.0420, loss: 1.0246 2022-06-07 14:53:02,986 - mmdet - INFO - Epoch [22][200/7330] lr: 1.000e-04, eta: 1 day, 21:04:28, time: 1.462, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0268, loss_semantic_seg: 0.1556, s0.loss_cls: 0.1468, s0.acc: 94.5393, s0.loss_bbox: 0.0881, s0.loss_mask: 0.1921, s1.loss_cls: 0.0670, s1.acc: 95.0197, s1.loss_bbox: 0.0995, s1.loss_mask: 0.0905, s2.loss_cls: 0.0349, s2.acc: 94.7362, s2.loss_bbox: 0.0636, s2.loss_mask: 0.0423, loss: 1.0268 2022-06-07 14:54:15,760 - mmdet - INFO - Epoch [22][250/7330] lr: 1.000e-04, eta: 1 day, 21:03:13, time: 1.458, data_time: 0.020, memory: 64799, loss_rpn_cls: 0.0179, loss_rpn_bbox: 0.0249, loss_semantic_seg: 0.1682, s0.loss_cls: 0.1526, s0.acc: 94.3374, s0.loss_bbox: 0.0904, s0.loss_mask: 0.1977, s1.loss_cls: 0.0713, s1.acc: 94.7780, s1.loss_bbox: 0.1010, s1.loss_mask: 0.0937, s2.loss_cls: 0.0358, s2.acc: 94.6988, s2.loss_bbox: 0.0653, s2.loss_mask: 0.0437, loss: 1.0626 2022-06-07 14:55:29,669 - mmdet - INFO - Epoch [22][300/7330] lr: 1.000e-04, eta: 1 day, 21:01:59, time: 1.478, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0261, loss_semantic_seg: 0.1715, s0.loss_cls: 0.1439, s0.acc: 94.6904, s0.loss_bbox: 0.0820, s0.loss_mask: 0.1809, s1.loss_cls: 0.0656, s1.acc: 95.1748, s1.loss_bbox: 0.0916, s1.loss_mask: 0.0857, s2.loss_cls: 0.0335, s2.acc: 95.0228, s2.loss_bbox: 0.0588, s2.loss_mask: 0.0406, loss: 0.9998 2022-06-07 14:56:43,046 - mmdet - INFO - Epoch [22][350/7330] lr: 1.000e-04, eta: 1 day, 21:00:45, time: 1.468, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0188, loss_rpn_bbox: 0.0268, loss_semantic_seg: 0.1642, s0.loss_cls: 0.1436, s0.acc: 94.6069, s0.loss_bbox: 0.0859, s0.loss_mask: 0.1896, s1.loss_cls: 0.0660, s1.acc: 95.1222, s1.loss_bbox: 0.0962, s1.loss_mask: 0.0890, s2.loss_cls: 0.0336, s2.acc: 95.0274, s2.loss_bbox: 0.0635, s2.loss_mask: 0.0421, loss: 1.0194 2022-06-07 14:57:56,590 - mmdet - INFO - Epoch [22][400/7330] lr: 1.000e-04, eta: 1 day, 20:59:31, time: 1.471, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0272, loss_semantic_seg: 0.1570, s0.loss_cls: 0.1485, s0.acc: 94.6113, s0.loss_bbox: 0.0831, s0.loss_mask: 0.1863, s1.loss_cls: 0.0682, s1.acc: 95.1337, s1.loss_bbox: 0.0929, s1.loss_mask: 0.0881, s2.loss_cls: 0.0350, s2.acc: 94.9988, s2.loss_bbox: 0.0612, s2.loss_mask: 0.0416, loss: 1.0089 2022-06-07 14:59:10,230 - mmdet - INFO - Epoch [22][450/7330] lr: 1.000e-04, eta: 1 day, 20:58:17, time: 1.472, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0280, loss_semantic_seg: 0.1604, s0.loss_cls: 0.1518, s0.acc: 94.5049, s0.loss_bbox: 0.0882, s0.loss_mask: 0.1939, s1.loss_cls: 0.0707, s1.acc: 94.9425, s1.loss_bbox: 0.0956, s1.loss_mask: 0.0912, s2.loss_cls: 0.0363, s2.acc: 94.6565, s2.loss_bbox: 0.0610, s2.loss_mask: 0.0431, loss: 1.0422 2022-06-07 15:00:23,583 - mmdet - INFO - Epoch [22][500/7330] lr: 1.000e-04, eta: 1 day, 20:57:02, time: 1.468, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0175, loss_rpn_bbox: 0.0243, loss_semantic_seg: 0.1698, s0.loss_cls: 0.1398, s0.acc: 94.9863, s0.loss_bbox: 0.0825, s0.loss_mask: 0.1891, s1.loss_cls: 0.0639, s1.acc: 95.4344, s1.loss_bbox: 0.0907, s1.loss_mask: 0.0882, s2.loss_cls: 0.0324, s2.acc: 95.3169, s2.loss_bbox: 0.0613, s2.loss_mask: 0.0420, loss: 1.0016 2022-06-07 15:01:36,145 - mmdet - INFO - Epoch [22][550/7330] lr: 1.000e-04, eta: 1 day, 20:55:47, time: 1.451, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0280, loss_semantic_seg: 0.1640, s0.loss_cls: 0.1495, s0.acc: 94.5334, s0.loss_bbox: 0.0892, s0.loss_mask: 0.1907, s1.loss_cls: 0.0683, s1.acc: 95.0405, s1.loss_bbox: 0.0976, s1.loss_mask: 0.0901, s2.loss_cls: 0.0346, s2.acc: 94.8420, s2.loss_bbox: 0.0632, s2.loss_mask: 0.0427, loss: 1.0389 2022-06-07 15:02:49,338 - mmdet - INFO - Epoch [22][600/7330] lr: 1.000e-04, eta: 1 day, 20:54:33, time: 1.464, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0193, loss_rpn_bbox: 0.0267, loss_semantic_seg: 0.1616, s0.loss_cls: 0.1418, s0.acc: 94.7502, s0.loss_bbox: 0.0844, s0.loss_mask: 0.1854, s1.loss_cls: 0.0653, s1.acc: 95.1421, s1.loss_bbox: 0.0955, s1.loss_mask: 0.0880, s2.loss_cls: 0.0336, s2.acc: 94.9425, s2.loss_bbox: 0.0637, s2.loss_mask: 0.0414, loss: 1.0067 2022-06-07 15:04:03,360 - mmdet - INFO - Epoch [22][650/7330] lr: 1.000e-04, eta: 1 day, 20:53:19, time: 1.480, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0280, loss_semantic_seg: 0.1607, s0.loss_cls: 0.1548, s0.acc: 94.3479, s0.loss_bbox: 0.0889, s0.loss_mask: 0.1896, s1.loss_cls: 0.0717, s1.acc: 94.8006, s1.loss_bbox: 0.0990, s1.loss_mask: 0.0893, s2.loss_cls: 0.0364, s2.acc: 94.4975, s2.loss_bbox: 0.0641, s2.loss_mask: 0.0424, loss: 1.0457 2022-06-07 15:05:16,893 - mmdet - INFO - Epoch [22][700/7330] lr: 1.000e-04, eta: 1 day, 20:52:05, time: 1.471, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0288, loss_semantic_seg: 0.1701, s0.loss_cls: 0.1631, s0.acc: 94.1316, s0.loss_bbox: 0.0898, s0.loss_mask: 0.1932, s1.loss_cls: 0.0763, s1.acc: 94.5394, s1.loss_bbox: 0.1001, s1.loss_mask: 0.0903, s2.loss_cls: 0.0388, s2.acc: 94.2856, s2.loss_bbox: 0.0638, s2.loss_mask: 0.0425, loss: 1.0783 2022-06-07 15:06:30,798 - mmdet - INFO - Epoch [22][750/7330] lr: 1.000e-04, eta: 1 day, 20:50:51, time: 1.478, data_time: 0.020, memory: 64799, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0278, loss_semantic_seg: 0.1752, s0.loss_cls: 0.1552, s0.acc: 94.2278, s0.loss_bbox: 0.0888, s0.loss_mask: 0.1954, s1.loss_cls: 0.0713, s1.acc: 94.6980, s1.loss_bbox: 0.0997, s1.loss_mask: 0.0923, s2.loss_cls: 0.0360, s2.acc: 94.5604, s2.loss_bbox: 0.0645, s2.loss_mask: 0.0435, loss: 1.0734 2022-06-07 15:07:44,089 - mmdet - INFO - Epoch [22][800/7330] lr: 1.000e-04, eta: 1 day, 20:49:37, time: 1.466, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0269, loss_semantic_seg: 0.1580, s0.loss_cls: 0.1492, s0.acc: 94.5500, s0.loss_bbox: 0.0842, s0.loss_mask: 0.1899, s1.loss_cls: 0.0695, s1.acc: 94.8846, s1.loss_bbox: 0.0953, s1.loss_mask: 0.0894, s2.loss_cls: 0.0358, s2.acc: 94.5936, s2.loss_bbox: 0.0621, s2.loss_mask: 0.0422, loss: 1.0220 2022-06-07 15:08:57,363 - mmdet - INFO - Epoch [22][850/7330] lr: 1.000e-04, eta: 1 day, 20:48:22, time: 1.466, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0264, loss_semantic_seg: 0.1708, s0.loss_cls: 0.1528, s0.acc: 94.3386, s0.loss_bbox: 0.0889, s0.loss_mask: 0.1882, s1.loss_cls: 0.0710, s1.acc: 94.7894, s1.loss_bbox: 0.1009, s1.loss_mask: 0.0891, s2.loss_cls: 0.0362, s2.acc: 94.5935, s2.loss_bbox: 0.0654, s2.loss_mask: 0.0422, loss: 1.0520 2022-06-07 15:10:09,813 - mmdet - INFO - Epoch [22][900/7330] lr: 1.000e-04, eta: 1 day, 20:47:07, time: 1.449, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0268, loss_semantic_seg: 0.1608, s0.loss_cls: 0.1550, s0.acc: 94.3049, s0.loss_bbox: 0.0907, s0.loss_mask: 0.1930, s1.loss_cls: 0.0701, s1.acc: 94.8757, s1.loss_bbox: 0.0988, s1.loss_mask: 0.0900, s2.loss_cls: 0.0358, s2.acc: 94.6707, s2.loss_bbox: 0.0643, s2.loss_mask: 0.0426, loss: 1.0486 2022-06-07 15:11:22,542 - mmdet - INFO - Epoch [22][950/7330] lr: 1.000e-04, eta: 1 day, 20:45:52, time: 1.455, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0187, loss_rpn_bbox: 0.0247, loss_semantic_seg: 0.1684, s0.loss_cls: 0.1469, s0.acc: 94.5547, s0.loss_bbox: 0.0857, s0.loss_mask: 0.1865, s1.loss_cls: 0.0679, s1.acc: 95.0765, s1.loss_bbox: 0.0952, s1.loss_mask: 0.0880, s2.loss_cls: 0.0344, s2.acc: 94.8873, s2.loss_bbox: 0.0626, s2.loss_mask: 0.0413, loss: 1.0203 2022-06-07 15:12:35,072 - mmdet - INFO - Epoch [22][1000/7330] lr: 1.000e-04, eta: 1 day, 20:44:38, time: 1.451, data_time: 0.012, memory: 64799, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0243, loss_semantic_seg: 0.1593, s0.loss_cls: 0.1443, s0.acc: 94.6272, s0.loss_bbox: 0.0826, s0.loss_mask: 0.1850, s1.loss_cls: 0.0662, s1.acc: 95.0336, s1.loss_bbox: 0.0925, s1.loss_mask: 0.0873, s2.loss_cls: 0.0342, s2.acc: 94.9123, s2.loss_bbox: 0.0604, s2.loss_mask: 0.0416, loss: 0.9982 2022-06-07 15:13:48,544 - mmdet - INFO - Epoch [22][1050/7330] lr: 1.000e-04, eta: 1 day, 20:43:23, time: 1.469, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0272, loss_semantic_seg: 0.1688, s0.loss_cls: 0.1481, s0.acc: 94.5833, s0.loss_bbox: 0.0844, s0.loss_mask: 0.1920, s1.loss_cls: 0.0678, s1.acc: 95.0225, s1.loss_bbox: 0.0952, s1.loss_mask: 0.0906, s2.loss_cls: 0.0348, s2.acc: 94.9481, s2.loss_bbox: 0.0622, s2.loss_mask: 0.0429, loss: 1.0344 2022-06-07 15:15:01,603 - mmdet - INFO - Epoch [22][1100/7330] lr: 1.000e-04, eta: 1 day, 20:42:09, time: 1.461, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0249, loss_semantic_seg: 0.1729, s0.loss_cls: 0.1550, s0.acc: 94.2358, s0.loss_bbox: 0.0862, s0.loss_mask: 0.1885, s1.loss_cls: 0.0719, s1.acc: 94.5976, s1.loss_bbox: 0.0973, s1.loss_mask: 0.0897, s2.loss_cls: 0.0368, s2.acc: 94.4972, s2.loss_bbox: 0.0622, s2.loss_mask: 0.0423, loss: 1.0477 2022-06-07 15:16:15,302 - mmdet - INFO - Epoch [22][1150/7330] lr: 1.000e-04, eta: 1 day, 20:40:55, time: 1.474, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0281, loss_semantic_seg: 0.1699, s0.loss_cls: 0.1558, s0.acc: 94.2786, s0.loss_bbox: 0.0902, s0.loss_mask: 0.1939, s1.loss_cls: 0.0715, s1.acc: 94.7345, s1.loss_bbox: 0.0994, s1.loss_mask: 0.0913, s2.loss_cls: 0.0367, s2.acc: 94.4483, s2.loss_bbox: 0.0656, s2.loss_mask: 0.0431, loss: 1.0662 2022-06-07 15:17:28,754 - mmdet - INFO - Epoch [22][1200/7330] lr: 1.000e-04, eta: 1 day, 20:39:40, time: 1.469, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0254, loss_semantic_seg: 0.1588, s0.loss_cls: 0.1449, s0.acc: 94.6062, s0.loss_bbox: 0.0860, s0.loss_mask: 0.1863, s1.loss_cls: 0.0660, s1.acc: 95.1348, s1.loss_bbox: 0.0959, s1.loss_mask: 0.0876, s2.loss_cls: 0.0339, s2.acc: 94.8660, s2.loss_bbox: 0.0644, s2.loss_mask: 0.0415, loss: 1.0104 2022-06-07 15:18:41,134 - mmdet - INFO - Epoch [22][1250/7330] lr: 1.000e-04, eta: 1 day, 20:38:25, time: 1.447, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0256, loss_semantic_seg: 0.1704, s0.loss_cls: 0.1525, s0.acc: 94.4299, s0.loss_bbox: 0.0897, s0.loss_mask: 0.1860, s1.loss_cls: 0.0705, s1.acc: 94.8291, s1.loss_bbox: 0.1007, s1.loss_mask: 0.0883, s2.loss_cls: 0.0361, s2.acc: 94.6096, s2.loss_bbox: 0.0640, s2.loss_mask: 0.0415, loss: 1.0452 2022-06-07 15:19:53,972 - mmdet - INFO - Epoch [22][1300/7330] lr: 1.000e-04, eta: 1 day, 20:37:11, time: 1.454, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0188, loss_rpn_bbox: 0.0266, loss_semantic_seg: 0.1596, s0.loss_cls: 0.1520, s0.acc: 94.4165, s0.loss_bbox: 0.0879, s0.loss_mask: 0.1909, s1.loss_cls: 0.0712, s1.acc: 94.7785, s1.loss_bbox: 0.0968, s1.loss_mask: 0.0892, s2.loss_cls: 0.0359, s2.acc: 94.6405, s2.loss_bbox: 0.0628, s2.loss_mask: 0.0421, loss: 1.0336 2022-06-07 15:21:06,251 - mmdet - INFO - Epoch [22][1350/7330] lr: 1.000e-04, eta: 1 day, 20:35:56, time: 1.448, data_time: 0.020, memory: 64799, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0275, loss_semantic_seg: 0.1660, s0.loss_cls: 0.1576, s0.acc: 94.2378, s0.loss_bbox: 0.0893, s0.loss_mask: 0.1914, s1.loss_cls: 0.0714, s1.acc: 94.7872, s1.loss_bbox: 0.1015, s1.loss_mask: 0.0903, s2.loss_cls: 0.0364, s2.acc: 94.5866, s2.loss_bbox: 0.0672, s2.loss_mask: 0.0427, loss: 1.0619 2022-06-07 15:22:19,310 - mmdet - INFO - Epoch [22][1400/7330] lr: 1.000e-04, eta: 1 day, 20:34:41, time: 1.461, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0192, loss_rpn_bbox: 0.0236, loss_semantic_seg: 0.1610, s0.loss_cls: 0.1458, s0.acc: 94.6396, s0.loss_bbox: 0.0825, s0.loss_mask: 0.1839, s1.loss_cls: 0.0661, s1.acc: 95.1140, s1.loss_bbox: 0.0926, s1.loss_mask: 0.0876, s2.loss_cls: 0.0335, s2.acc: 94.9423, s2.loss_bbox: 0.0604, s2.loss_mask: 0.0417, loss: 0.9979 2022-06-07 15:23:32,458 - mmdet - INFO - Epoch [22][1450/7330] lr: 1.000e-04, eta: 1 day, 20:33:27, time: 1.463, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0253, loss_semantic_seg: 0.1575, s0.loss_cls: 0.1513, s0.acc: 94.4746, s0.loss_bbox: 0.0855, s0.loss_mask: 0.1902, s1.loss_cls: 0.0695, s1.acc: 94.9190, s1.loss_bbox: 0.0974, s1.loss_mask: 0.0897, s2.loss_cls: 0.0346, s2.acc: 94.7831, s2.loss_bbox: 0.0643, s2.loss_mask: 0.0424, loss: 1.0283 2022-06-07 15:24:46,672 - mmdet - INFO - Epoch [22][1500/7330] lr: 1.000e-04, eta: 1 day, 20:32:13, time: 1.484, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0263, loss_semantic_seg: 0.1682, s0.loss_cls: 0.1584, s0.acc: 94.2961, s0.loss_bbox: 0.0881, s0.loss_mask: 0.1910, s1.loss_cls: 0.0731, s1.acc: 94.7797, s1.loss_bbox: 0.0991, s1.loss_mask: 0.0898, s2.loss_cls: 0.0370, s2.acc: 94.5392, s2.loss_bbox: 0.0642, s2.loss_mask: 0.0424, loss: 1.0602 2022-06-07 15:26:00,526 - mmdet - INFO - Epoch [22][1550/7330] lr: 1.000e-04, eta: 1 day, 20:30:59, time: 1.477, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0280, loss_semantic_seg: 0.1651, s0.loss_cls: 0.1598, s0.acc: 94.1968, s0.loss_bbox: 0.0870, s0.loss_mask: 0.1920, s1.loss_cls: 0.0728, s1.acc: 94.7468, s1.loss_bbox: 0.0981, s1.loss_mask: 0.0904, s2.loss_cls: 0.0370, s2.acc: 94.5103, s2.loss_bbox: 0.0641, s2.loss_mask: 0.0426, loss: 1.0569 2022-06-07 15:27:15,301 - mmdet - INFO - Epoch [22][1600/7330] lr: 1.000e-04, eta: 1 day, 20:29:46, time: 1.495, data_time: 0.020, memory: 64799, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0289, loss_semantic_seg: 0.1703, s0.loss_cls: 0.1633, s0.acc: 93.9546, s0.loss_bbox: 0.0951, s0.loss_mask: 0.1989, s1.loss_cls: 0.0756, s1.acc: 94.4439, s1.loss_bbox: 0.1040, s1.loss_mask: 0.0930, s2.loss_cls: 0.0380, s2.acc: 94.3898, s2.loss_bbox: 0.0648, s2.loss_mask: 0.0434, loss: 1.0971 2022-06-07 15:28:28,414 - mmdet - INFO - Epoch [22][1650/7330] lr: 1.000e-04, eta: 1 day, 20:28:31, time: 1.462, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0177, loss_rpn_bbox: 0.0272, loss_semantic_seg: 0.1648, s0.loss_cls: 0.1536, s0.acc: 94.3855, s0.loss_bbox: 0.0855, s0.loss_mask: 0.1880, s1.loss_cls: 0.0690, s1.acc: 94.9978, s1.loss_bbox: 0.0971, s1.loss_mask: 0.0891, s2.loss_cls: 0.0359, s2.acc: 94.7221, s2.loss_bbox: 0.0634, s2.loss_mask: 0.0422, loss: 1.0336 2022-06-07 15:29:41,764 - mmdet - INFO - Epoch [22][1700/7330] lr: 1.000e-04, eta: 1 day, 20:27:17, time: 1.466, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0249, loss_semantic_seg: 0.1676, s0.loss_cls: 0.1443, s0.acc: 94.6746, s0.loss_bbox: 0.0857, s0.loss_mask: 0.1884, s1.loss_cls: 0.0658, s1.acc: 95.2069, s1.loss_bbox: 0.0977, s1.loss_mask: 0.0885, s2.loss_cls: 0.0337, s2.acc: 94.9608, s2.loss_bbox: 0.0634, s2.loss_mask: 0.0420, loss: 1.0225 2022-06-07 15:30:54,789 - mmdet - INFO - Epoch [22][1750/7330] lr: 1.000e-04, eta: 1 day, 20:26:02, time: 1.462, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0287, loss_semantic_seg: 0.1712, s0.loss_cls: 0.1572, s0.acc: 94.2500, s0.loss_bbox: 0.0913, s0.loss_mask: 0.1963, s1.loss_cls: 0.0719, s1.acc: 94.7753, s1.loss_bbox: 0.1011, s1.loss_mask: 0.0923, s2.loss_cls: 0.0361, s2.acc: 94.6490, s2.loss_bbox: 0.0653, s2.loss_mask: 0.0437, loss: 1.0785 2022-06-07 15:32:07,669 - mmdet - INFO - Epoch [22][1800/7330] lr: 1.000e-04, eta: 1 day, 20:24:48, time: 1.456, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0286, loss_semantic_seg: 0.1648, s0.loss_cls: 0.1472, s0.acc: 94.5952, s0.loss_bbox: 0.0892, s0.loss_mask: 0.1947, s1.loss_cls: 0.0676, s1.acc: 95.0744, s1.loss_bbox: 0.0981, s1.loss_mask: 0.0912, s2.loss_cls: 0.0350, s2.acc: 94.7826, s2.loss_bbox: 0.0624, s2.loss_mask: 0.0431, loss: 1.0424 2022-06-07 15:33:21,665 - mmdet - INFO - Epoch [22][1850/7330] lr: 1.000e-04, eta: 1 day, 20:23:34, time: 1.482, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0268, loss_semantic_seg: 0.1648, s0.loss_cls: 0.1562, s0.acc: 94.3540, s0.loss_bbox: 0.0872, s0.loss_mask: 0.1926, s1.loss_cls: 0.0722, s1.acc: 94.8211, s1.loss_bbox: 0.0991, s1.loss_mask: 0.0906, s2.loss_cls: 0.0365, s2.acc: 94.6442, s2.loss_bbox: 0.0650, s2.loss_mask: 0.0427, loss: 1.0544 2022-06-07 15:34:35,024 - mmdet - INFO - Epoch [22][1900/7330] lr: 1.000e-04, eta: 1 day, 20:22:20, time: 1.467, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0188, loss_rpn_bbox: 0.0239, loss_semantic_seg: 0.1674, s0.loss_cls: 0.1489, s0.acc: 94.5859, s0.loss_bbox: 0.0845, s0.loss_mask: 0.1908, s1.loss_cls: 0.0697, s1.acc: 94.9167, s1.loss_bbox: 0.0967, s1.loss_mask: 0.0903, s2.loss_cls: 0.0353, s2.acc: 94.7087, s2.loss_bbox: 0.0627, s2.loss_mask: 0.0426, loss: 1.0315 2022-06-07 15:35:48,823 - mmdet - INFO - Epoch [22][1950/7330] lr: 1.000e-04, eta: 1 day, 20:21:06, time: 1.476, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0256, loss_semantic_seg: 0.1657, s0.loss_cls: 0.1483, s0.acc: 94.5635, s0.loss_bbox: 0.0843, s0.loss_mask: 0.1849, s1.loss_cls: 0.0681, s1.acc: 94.9880, s1.loss_bbox: 0.0952, s1.loss_mask: 0.0870, s2.loss_cls: 0.0351, s2.acc: 94.6650, s2.loss_bbox: 0.0627, s2.loss_mask: 0.0407, loss: 1.0176 2022-06-07 15:37:03,069 - mmdet - INFO - Epoch [22][2000/7330] lr: 1.000e-04, eta: 1 day, 20:19:52, time: 1.485, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0280, loss_semantic_seg: 0.1729, s0.loss_cls: 0.1512, s0.acc: 94.3533, s0.loss_bbox: 0.0893, s0.loss_mask: 0.1883, s1.loss_cls: 0.0695, s1.acc: 94.8572, s1.loss_bbox: 0.0969, s1.loss_mask: 0.0891, s2.loss_cls: 0.0356, s2.acc: 94.6430, s2.loss_bbox: 0.0629, s2.loss_mask: 0.0422, loss: 1.0466 2022-06-07 15:38:15,587 - mmdet - INFO - Epoch [22][2050/7330] lr: 1.000e-04, eta: 1 day, 20:18:37, time: 1.451, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0193, loss_rpn_bbox: 0.0244, loss_semantic_seg: 0.1641, s0.loss_cls: 0.1457, s0.acc: 94.5828, s0.loss_bbox: 0.0859, s0.loss_mask: 0.1918, s1.loss_cls: 0.0676, s1.acc: 95.0993, s1.loss_bbox: 0.0959, s1.loss_mask: 0.0898, s2.loss_cls: 0.0341, s2.acc: 94.8604, s2.loss_bbox: 0.0635, s2.loss_mask: 0.0426, loss: 1.0248 2022-06-07 15:39:27,961 - mmdet - INFO - Epoch [22][2100/7330] lr: 1.000e-04, eta: 1 day, 20:17:22, time: 1.447, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0262, loss_semantic_seg: 0.1729, s0.loss_cls: 0.1513, s0.acc: 94.4668, s0.loss_bbox: 0.0881, s0.loss_mask: 0.1943, s1.loss_cls: 0.0695, s1.acc: 95.0059, s1.loss_bbox: 0.0996, s1.loss_mask: 0.0916, s2.loss_cls: 0.0355, s2.acc: 94.7311, s2.loss_bbox: 0.0656, s2.loss_mask: 0.0436, loss: 1.0591 2022-06-07 15:40:41,939 - mmdet - INFO - Epoch [22][2150/7330] lr: 1.000e-04, eta: 1 day, 20:16:08, time: 1.479, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0194, loss_rpn_bbox: 0.0256, loss_semantic_seg: 0.1681, s0.loss_cls: 0.1605, s0.acc: 94.1392, s0.loss_bbox: 0.0896, s0.loss_mask: 0.1929, s1.loss_cls: 0.0759, s1.acc: 94.4546, s1.loss_bbox: 0.0981, s1.loss_mask: 0.0907, s2.loss_cls: 0.0389, s2.acc: 94.1056, s2.loss_bbox: 0.0627, s2.loss_mask: 0.0427, loss: 1.0653 2022-06-07 15:41:55,677 - mmdet - INFO - Epoch [22][2200/7330] lr: 1.000e-04, eta: 1 day, 20:14:54, time: 1.475, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0259, loss_semantic_seg: 0.1666, s0.loss_cls: 0.1438, s0.acc: 94.6465, s0.loss_bbox: 0.0828, s0.loss_mask: 0.1922, s1.loss_cls: 0.0662, s1.acc: 95.0748, s1.loss_bbox: 0.0938, s1.loss_mask: 0.0902, s2.loss_cls: 0.0339, s2.acc: 94.9992, s2.loss_bbox: 0.0616, s2.loss_mask: 0.0429, loss: 1.0200 2022-06-07 15:43:08,452 - mmdet - INFO - Epoch [22][2250/7330] lr: 1.000e-04, eta: 1 day, 20:13:39, time: 1.455, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0257, loss_semantic_seg: 0.1702, s0.loss_cls: 0.1511, s0.acc: 94.4819, s0.loss_bbox: 0.0884, s0.loss_mask: 0.1872, s1.loss_cls: 0.0696, s1.acc: 94.9041, s1.loss_bbox: 0.0982, s1.loss_mask: 0.0877, s2.loss_cls: 0.0355, s2.acc: 94.6339, s2.loss_bbox: 0.0631, s2.loss_mask: 0.0414, loss: 1.0377 2022-06-07 15:44:22,751 - mmdet - INFO - Epoch [22][2300/7330] lr: 1.000e-04, eta: 1 day, 20:12:26, time: 1.486, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0259, loss_semantic_seg: 0.1696, s0.loss_cls: 0.1579, s0.acc: 94.2307, s0.loss_bbox: 0.0884, s0.loss_mask: 0.1944, s1.loss_cls: 0.0726, s1.acc: 94.6690, s1.loss_bbox: 0.0988, s1.loss_mask: 0.0915, s2.loss_cls: 0.0377, s2.acc: 94.5315, s2.loss_bbox: 0.0634, s2.loss_mask: 0.0428, loss: 1.0649 2022-06-07 15:45:35,992 - mmdet - INFO - Epoch [22][2350/7330] lr: 1.000e-04, eta: 1 day, 20:11:11, time: 1.465, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0186, loss_rpn_bbox: 0.0264, loss_semantic_seg: 0.1789, s0.loss_cls: 0.1517, s0.acc: 94.6018, s0.loss_bbox: 0.0849, s0.loss_mask: 0.1851, s1.loss_cls: 0.0693, s1.acc: 95.0208, s1.loss_bbox: 0.0945, s1.loss_mask: 0.0868, s2.loss_cls: 0.0355, s2.acc: 94.7962, s2.loss_bbox: 0.0621, s2.loss_mask: 0.0413, loss: 1.0352 2022-06-07 15:46:50,358 - mmdet - INFO - Epoch [22][2400/7330] lr: 1.000e-04, eta: 1 day, 20:09:58, time: 1.487, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0249, loss_semantic_seg: 0.1621, s0.loss_cls: 0.1468, s0.acc: 94.6538, s0.loss_bbox: 0.0826, s0.loss_mask: 0.1806, s1.loss_cls: 0.0678, s1.acc: 95.0998, s1.loss_bbox: 0.0920, s1.loss_mask: 0.0853, s2.loss_cls: 0.0344, s2.acc: 94.9713, s2.loss_bbox: 0.0599, s2.loss_mask: 0.0403, loss: 0.9971 2022-06-07 15:48:04,785 - mmdet - INFO - Epoch [22][2450/7330] lr: 1.000e-04, eta: 1 day, 20:08:44, time: 1.489, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0274, loss_semantic_seg: 0.1699, s0.loss_cls: 0.1551, s0.acc: 94.3035, s0.loss_bbox: 0.0864, s0.loss_mask: 0.1854, s1.loss_cls: 0.0718, s1.acc: 94.8046, s1.loss_bbox: 0.0983, s1.loss_mask: 0.0878, s2.loss_cls: 0.0364, s2.acc: 94.5735, s2.loss_bbox: 0.0648, s2.loss_mask: 0.0414, loss: 1.0456 2022-06-07 15:49:17,782 - mmdet - INFO - Epoch [22][2500/7330] lr: 1.000e-04, eta: 1 day, 20:07:30, time: 1.460, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0180, loss_rpn_bbox: 0.0258, loss_semantic_seg: 0.1569, s0.loss_cls: 0.1501, s0.acc: 94.5427, s0.loss_bbox: 0.0847, s0.loss_mask: 0.1873, s1.loss_cls: 0.0697, s1.acc: 94.9047, s1.loss_bbox: 0.0960, s1.loss_mask: 0.0873, s2.loss_cls: 0.0358, s2.acc: 94.7440, s2.loss_bbox: 0.0619, s2.loss_mask: 0.0412, loss: 1.0147 2022-06-07 15:50:30,991 - mmdet - INFO - Epoch [22][2550/7330] lr: 1.000e-04, eta: 1 day, 20:06:15, time: 1.464, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0192, loss_rpn_bbox: 0.0262, loss_semantic_seg: 0.1641, s0.loss_cls: 0.1465, s0.acc: 94.6450, s0.loss_bbox: 0.0849, s0.loss_mask: 0.1861, s1.loss_cls: 0.0668, s1.acc: 95.0824, s1.loss_bbox: 0.0955, s1.loss_mask: 0.0873, s2.loss_cls: 0.0337, s2.acc: 94.9600, s2.loss_bbox: 0.0623, s2.loss_mask: 0.0414, loss: 1.0140 2022-06-07 15:51:44,887 - mmdet - INFO - Epoch [22][2600/7330] lr: 1.000e-04, eta: 1 day, 20:05:01, time: 1.478, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0286, loss_semantic_seg: 0.1676, s0.loss_cls: 0.1473, s0.acc: 94.5808, s0.loss_bbox: 0.0863, s0.loss_mask: 0.1923, s1.loss_cls: 0.0675, s1.acc: 95.0028, s1.loss_bbox: 0.0942, s1.loss_mask: 0.0904, s2.loss_cls: 0.0343, s2.acc: 94.8578, s2.loss_bbox: 0.0598, s2.loss_mask: 0.0427, loss: 1.0313 2022-06-07 15:52:58,870 - mmdet - INFO - Epoch [22][2650/7330] lr: 1.000e-04, eta: 1 day, 20:03:47, time: 1.480, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0267, loss_semantic_seg: 0.1717, s0.loss_cls: 0.1538, s0.acc: 94.3203, s0.loss_bbox: 0.0874, s0.loss_mask: 0.1903, s1.loss_cls: 0.0694, s1.acc: 94.9538, s1.loss_bbox: 0.0957, s1.loss_mask: 0.0882, s2.loss_cls: 0.0353, s2.acc: 94.7533, s2.loss_bbox: 0.0622, s2.loss_mask: 0.0417, loss: 1.0425 2022-06-07 15:54:12,519 - mmdet - INFO - Epoch [22][2700/7330] lr: 1.000e-04, eta: 1 day, 20:02:33, time: 1.473, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0190, loss_rpn_bbox: 0.0256, loss_semantic_seg: 0.1671, s0.loss_cls: 0.1517, s0.acc: 94.5178, s0.loss_bbox: 0.0863, s0.loss_mask: 0.1869, s1.loss_cls: 0.0696, s1.acc: 95.0909, s1.loss_bbox: 0.0968, s1.loss_mask: 0.0883, s2.loss_cls: 0.0356, s2.acc: 94.8345, s2.loss_bbox: 0.0635, s2.loss_mask: 0.0412, loss: 1.0315 2022-06-07 15:55:25,797 - mmdet - INFO - Epoch [22][2750/7330] lr: 1.000e-04, eta: 1 day, 20:01:19, time: 1.465, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0180, loss_rpn_bbox: 0.0237, loss_semantic_seg: 0.1710, s0.loss_cls: 0.1496, s0.acc: 94.5818, s0.loss_bbox: 0.0836, s0.loss_mask: 0.1836, s1.loss_cls: 0.0680, s1.acc: 95.0499, s1.loss_bbox: 0.0928, s1.loss_mask: 0.0875, s2.loss_cls: 0.0347, s2.acc: 94.8219, s2.loss_bbox: 0.0611, s2.loss_mask: 0.0415, loss: 1.0151 2022-06-07 15:56:39,685 - mmdet - INFO - Epoch [22][2800/7330] lr: 1.000e-04, eta: 1 day, 20:00:05, time: 1.476, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0256, loss_semantic_seg: 0.1689, s0.loss_cls: 0.1563, s0.acc: 94.4717, s0.loss_bbox: 0.0860, s0.loss_mask: 0.1884, s1.loss_cls: 0.0708, s1.acc: 95.0235, s1.loss_bbox: 0.0948, s1.loss_mask: 0.0889, s2.loss_cls: 0.0361, s2.acc: 94.8088, s2.loss_bbox: 0.0631, s2.loss_mask: 0.0422, loss: 1.0425 2022-06-07 15:57:54,775 - mmdet - INFO - Epoch [22][2850/7330] lr: 1.000e-04, eta: 1 day, 19:58:52, time: 1.504, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0194, loss_rpn_bbox: 0.0269, loss_semantic_seg: 0.1679, s0.loss_cls: 0.1566, s0.acc: 94.3535, s0.loss_bbox: 0.0885, s0.loss_mask: 0.1864, s1.loss_cls: 0.0711, s1.acc: 94.8949, s1.loss_bbox: 0.0971, s1.loss_mask: 0.0883, s2.loss_cls: 0.0362, s2.acc: 94.6935, s2.loss_bbox: 0.0622, s2.loss_mask: 0.0416, loss: 1.0423 2022-06-07 15:59:08,797 - mmdet - INFO - Epoch [22][2900/7330] lr: 1.000e-04, eta: 1 day, 19:57:38, time: 1.480, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0275, loss_semantic_seg: 0.1646, s0.loss_cls: 0.1589, s0.acc: 94.1306, s0.loss_bbox: 0.0889, s0.loss_mask: 0.1944, s1.loss_cls: 0.0738, s1.acc: 94.5636, s1.loss_bbox: 0.0974, s1.loss_mask: 0.0917, s2.loss_cls: 0.0379, s2.acc: 94.3067, s2.loss_bbox: 0.0630, s2.loss_mask: 0.0431, loss: 1.0631 2022-06-07 16:00:22,689 - mmdet - INFO - Epoch [22][2950/7330] lr: 1.000e-04, eta: 1 day, 19:56:24, time: 1.478, data_time: 0.021, memory: 64799, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0275, loss_semantic_seg: 0.1687, s0.loss_cls: 0.1542, s0.acc: 94.3608, s0.loss_bbox: 0.0864, s0.loss_mask: 0.1877, s1.loss_cls: 0.0715, s1.acc: 94.7137, s1.loss_bbox: 0.0957, s1.loss_mask: 0.0881, s2.loss_cls: 0.0356, s2.acc: 94.6348, s2.loss_bbox: 0.0633, s2.loss_mask: 0.0415, loss: 1.0422 2022-06-07 16:01:36,236 - mmdet - INFO - Epoch [22][3000/7330] lr: 1.000e-04, eta: 1 day, 19:55:10, time: 1.470, data_time: 0.021, memory: 64799, loss_rpn_cls: 0.0188, loss_rpn_bbox: 0.0245, loss_semantic_seg: 0.1690, s0.loss_cls: 0.1503, s0.acc: 94.4441, s0.loss_bbox: 0.0838, s0.loss_mask: 0.1898, s1.loss_cls: 0.0697, s1.acc: 95.0306, s1.loss_bbox: 0.0956, s1.loss_mask: 0.0902, s2.loss_cls: 0.0360, s2.acc: 94.7905, s2.loss_bbox: 0.0642, s2.loss_mask: 0.0426, loss: 1.0346 2022-06-07 16:02:48,956 - mmdet - INFO - Epoch [22][3050/7330] lr: 1.000e-04, eta: 1 day, 19:53:55, time: 1.454, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0262, loss_semantic_seg: 0.1687, s0.loss_cls: 0.1664, s0.acc: 94.0972, s0.loss_bbox: 0.0907, s0.loss_mask: 0.1958, s1.loss_cls: 0.0781, s1.acc: 94.5210, s1.loss_bbox: 0.0985, s1.loss_mask: 0.0922, s2.loss_cls: 0.0397, s2.acc: 94.3031, s2.loss_bbox: 0.0639, s2.loss_mask: 0.0439, loss: 1.0844 2022-06-07 16:04:02,437 - mmdet - INFO - Epoch [22][3100/7330] lr: 1.000e-04, eta: 1 day, 19:52:41, time: 1.470, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0274, loss_semantic_seg: 0.1660, s0.loss_cls: 0.1585, s0.acc: 94.1523, s0.loss_bbox: 0.0902, s0.loss_mask: 0.1955, s1.loss_cls: 0.0737, s1.acc: 94.5271, s1.loss_bbox: 0.1009, s1.loss_mask: 0.0920, s2.loss_cls: 0.0379, s2.acc: 94.3089, s2.loss_bbox: 0.0654, s2.loss_mask: 0.0433, loss: 1.0721 2022-06-07 16:05:16,460 - mmdet - INFO - Epoch [22][3150/7330] lr: 1.000e-04, eta: 1 day, 19:51:27, time: 1.480, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0271, loss_semantic_seg: 0.1721, s0.loss_cls: 0.1658, s0.acc: 93.9336, s0.loss_bbox: 0.0940, s0.loss_mask: 0.1871, s1.loss_cls: 0.0774, s1.acc: 94.3470, s1.loss_bbox: 0.1019, s1.loss_mask: 0.0875, s2.loss_cls: 0.0388, s2.acc: 94.1356, s2.loss_bbox: 0.0648, s2.loss_mask: 0.0412, loss: 1.0783 2022-06-07 16:06:29,923 - mmdet - INFO - Epoch [22][3200/7330] lr: 1.000e-04, eta: 1 day, 19:50:13, time: 1.469, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0186, loss_rpn_bbox: 0.0262, loss_semantic_seg: 0.1615, s0.loss_cls: 0.1546, s0.acc: 94.2900, s0.loss_bbox: 0.0902, s0.loss_mask: 0.1963, s1.loss_cls: 0.0710, s1.acc: 94.8162, s1.loss_bbox: 0.0995, s1.loss_mask: 0.0923, s2.loss_cls: 0.0356, s2.acc: 94.6793, s2.loss_bbox: 0.0648, s2.loss_mask: 0.0437, loss: 1.0541 2022-06-07 16:07:43,801 - mmdet - INFO - Epoch [22][3250/7330] lr: 1.000e-04, eta: 1 day, 19:48:59, time: 1.475, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0187, loss_rpn_bbox: 0.0253, loss_semantic_seg: 0.1754, s0.loss_cls: 0.1567, s0.acc: 94.2310, s0.loss_bbox: 0.0886, s0.loss_mask: 0.1837, s1.loss_cls: 0.0726, s1.acc: 94.6449, s1.loss_bbox: 0.0994, s1.loss_mask: 0.0868, s2.loss_cls: 0.0366, s2.acc: 94.4655, s2.loss_bbox: 0.0646, s2.loss_mask: 0.0410, loss: 1.0496 2022-06-07 16:08:57,232 - mmdet - INFO - Epoch [22][3300/7330] lr: 1.000e-04, eta: 1 day, 19:47:45, time: 1.469, data_time: 0.020, memory: 64799, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0263, loss_semantic_seg: 0.1620, s0.loss_cls: 0.1528, s0.acc: 94.3413, s0.loss_bbox: 0.0929, s0.loss_mask: 0.1958, s1.loss_cls: 0.0707, s1.acc: 94.7733, s1.loss_bbox: 0.1020, s1.loss_mask: 0.0927, s2.loss_cls: 0.0358, s2.acc: 94.6287, s2.loss_bbox: 0.0656, s2.loss_mask: 0.0437, loss: 1.0611 2022-06-07 16:10:11,363 - mmdet - INFO - Epoch [22][3350/7330] lr: 1.000e-04, eta: 1 day, 19:46:31, time: 1.485, data_time: 0.032, memory: 64799, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0258, loss_semantic_seg: 0.1663, s0.loss_cls: 0.1612, s0.acc: 94.1255, s0.loss_bbox: 0.0918, s0.loss_mask: 0.1911, s1.loss_cls: 0.0740, s1.acc: 94.5452, s1.loss_bbox: 0.1005, s1.loss_mask: 0.0905, s2.loss_cls: 0.0376, s2.acc: 94.3318, s2.loss_bbox: 0.0643, s2.loss_mask: 0.0425, loss: 1.0664 2022-06-07 16:11:24,897 - mmdet - INFO - Epoch [22][3400/7330] lr: 1.000e-04, eta: 1 day, 19:45:17, time: 1.471, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0188, loss_rpn_bbox: 0.0255, loss_semantic_seg: 0.1718, s0.loss_cls: 0.1548, s0.acc: 94.3091, s0.loss_bbox: 0.0898, s0.loss_mask: 0.1901, s1.loss_cls: 0.0702, s1.acc: 94.8483, s1.loss_bbox: 0.0994, s1.loss_mask: 0.0894, s2.loss_cls: 0.0361, s2.acc: 94.5671, s2.loss_bbox: 0.0659, s2.loss_mask: 0.0424, loss: 1.0541 2022-06-07 16:12:38,148 - mmdet - INFO - Epoch [22][3450/7330] lr: 1.000e-04, eta: 1 day, 19:44:02, time: 1.465, data_time: 0.022, memory: 64799, loss_rpn_cls: 0.0193, loss_rpn_bbox: 0.0266, loss_semantic_seg: 0.1734, s0.loss_cls: 0.1531, s0.acc: 94.3879, s0.loss_bbox: 0.0888, s0.loss_mask: 0.1908, s1.loss_cls: 0.0701, s1.acc: 94.8661, s1.loss_bbox: 0.0987, s1.loss_mask: 0.0901, s2.loss_cls: 0.0361, s2.acc: 94.5839, s2.loss_bbox: 0.0642, s2.loss_mask: 0.0426, loss: 1.0539 2022-06-07 16:13:51,956 - mmdet - INFO - Epoch [22][3500/7330] lr: 1.000e-04, eta: 1 day, 19:42:48, time: 1.476, data_time: 0.020, memory: 64799, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0254, loss_semantic_seg: 0.1685, s0.loss_cls: 0.1469, s0.acc: 94.5447, s0.loss_bbox: 0.0863, s0.loss_mask: 0.1872, s1.loss_cls: 0.0679, s1.acc: 95.0009, s1.loss_bbox: 0.0970, s1.loss_mask: 0.0883, s2.loss_cls: 0.0348, s2.acc: 94.6773, s2.loss_bbox: 0.0632, s2.loss_mask: 0.0413, loss: 1.0264 2022-06-07 16:15:04,983 - mmdet - INFO - Epoch [22][3550/7330] lr: 1.000e-04, eta: 1 day, 19:41:34, time: 1.460, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0263, loss_semantic_seg: 0.1739, s0.loss_cls: 0.1639, s0.acc: 94.0715, s0.loss_bbox: 0.0889, s0.loss_mask: 0.1904, s1.loss_cls: 0.0756, s1.acc: 94.5925, s1.loss_bbox: 0.0980, s1.loss_mask: 0.0898, s2.loss_cls: 0.0378, s2.acc: 94.4027, s2.loss_bbox: 0.0638, s2.loss_mask: 0.0423, loss: 1.0714 2022-06-07 16:16:17,460 - mmdet - INFO - Epoch [22][3600/7330] lr: 1.000e-04, eta: 1 day, 19:40:19, time: 1.450, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0266, loss_semantic_seg: 0.1664, s0.loss_cls: 0.1483, s0.acc: 94.5728, s0.loss_bbox: 0.0835, s0.loss_mask: 0.1879, s1.loss_cls: 0.0672, s1.acc: 95.1281, s1.loss_bbox: 0.0979, s1.loss_mask: 0.0886, s2.loss_cls: 0.0346, s2.acc: 94.9088, s2.loss_bbox: 0.0656, s2.loss_mask: 0.0418, loss: 1.0300 2022-06-07 16:17:30,273 - mmdet - INFO - Epoch [22][3650/7330] lr: 1.000e-04, eta: 1 day, 19:39:04, time: 1.457, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0260, loss_semantic_seg: 0.1717, s0.loss_cls: 0.1618, s0.acc: 94.1235, s0.loss_bbox: 0.0917, s0.loss_mask: 0.1915, s1.loss_cls: 0.0753, s1.acc: 94.5040, s1.loss_bbox: 0.1009, s1.loss_mask: 0.0904, s2.loss_cls: 0.0383, s2.acc: 94.2714, s2.loss_bbox: 0.0651, s2.loss_mask: 0.0425, loss: 1.0759 2022-06-07 16:18:43,893 - mmdet - INFO - Epoch [22][3700/7330] lr: 1.000e-04, eta: 1 day, 19:37:50, time: 1.472, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0264, loss_semantic_seg: 0.1750, s0.loss_cls: 0.1599, s0.acc: 94.1440, s0.loss_bbox: 0.0909, s0.loss_mask: 0.1973, s1.loss_cls: 0.0743, s1.acc: 94.6115, s1.loss_bbox: 0.1009, s1.loss_mask: 0.0936, s2.loss_cls: 0.0378, s2.acc: 94.4581, s2.loss_bbox: 0.0660, s2.loss_mask: 0.0444, loss: 1.0874 2022-06-07 16:19:56,357 - mmdet - INFO - Epoch [22][3750/7330] lr: 1.000e-04, eta: 1 day, 19:36:35, time: 1.449, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0186, loss_rpn_bbox: 0.0240, loss_semantic_seg: 0.1689, s0.loss_cls: 0.1447, s0.acc: 94.6729, s0.loss_bbox: 0.0848, s0.loss_mask: 0.1833, s1.loss_cls: 0.0682, s1.acc: 95.0625, s1.loss_bbox: 0.0959, s1.loss_mask: 0.0863, s2.loss_cls: 0.0349, s2.acc: 94.8876, s2.loss_bbox: 0.0636, s2.loss_mask: 0.0409, loss: 1.0141 2022-06-07 16:21:09,346 - mmdet - INFO - Epoch [22][3800/7330] lr: 1.000e-04, eta: 1 day, 19:35:21, time: 1.460, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0262, loss_semantic_seg: 0.1670, s0.loss_cls: 0.1574, s0.acc: 94.1743, s0.loss_bbox: 0.0899, s0.loss_mask: 0.1891, s1.loss_cls: 0.0720, s1.acc: 94.6652, s1.loss_bbox: 0.0998, s1.loss_mask: 0.0897, s2.loss_cls: 0.0372, s2.acc: 94.3863, s2.loss_bbox: 0.0636, s2.loss_mask: 0.0418, loss: 1.0534 2022-06-07 16:22:22,863 - mmdet - INFO - Epoch [22][3850/7330] lr: 1.000e-04, eta: 1 day, 19:34:07, time: 1.470, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0266, loss_semantic_seg: 0.1669, s0.loss_cls: 0.1543, s0.acc: 94.3796, s0.loss_bbox: 0.0855, s0.loss_mask: 0.1884, s1.loss_cls: 0.0706, s1.acc: 94.8214, s1.loss_bbox: 0.0968, s1.loss_mask: 0.0889, s2.loss_cls: 0.0357, s2.acc: 94.6196, s2.loss_bbox: 0.0635, s2.loss_mask: 0.0421, loss: 1.0405 2022-06-07 16:23:35,724 - mmdet - INFO - Epoch [22][3900/7330] lr: 1.000e-04, eta: 1 day, 19:32:52, time: 1.457, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0257, loss_semantic_seg: 0.1743, s0.loss_cls: 0.1512, s0.acc: 94.5540, s0.loss_bbox: 0.0846, s0.loss_mask: 0.1895, s1.loss_cls: 0.0700, s1.acc: 95.0326, s1.loss_bbox: 0.0926, s1.loss_mask: 0.0883, s2.loss_cls: 0.0358, s2.acc: 94.8204, s2.loss_bbox: 0.0596, s2.loss_mask: 0.0415, loss: 1.0344 2022-06-07 16:24:49,877 - mmdet - INFO - Epoch [22][3950/7330] lr: 1.000e-04, eta: 1 day, 19:31:38, time: 1.483, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0279, loss_semantic_seg: 0.1646, s0.loss_cls: 0.1583, s0.acc: 94.1602, s0.loss_bbox: 0.0875, s0.loss_mask: 0.1913, s1.loss_cls: 0.0728, s1.acc: 94.6071, s1.loss_bbox: 0.0956, s1.loss_mask: 0.0904, s2.loss_cls: 0.0376, s2.acc: 94.3492, s2.loss_bbox: 0.0616, s2.loss_mask: 0.0428, loss: 1.0510 2022-06-07 16:26:03,268 - mmdet - INFO - Epoch [22][4000/7330] lr: 1.000e-04, eta: 1 day, 19:30:24, time: 1.468, data_time: 0.011, memory: 64799, loss_rpn_cls: 0.0194, loss_rpn_bbox: 0.0276, loss_semantic_seg: 0.1687, s0.loss_cls: 0.1511, s0.acc: 94.3682, s0.loss_bbox: 0.0863, s0.loss_mask: 0.1950, s1.loss_cls: 0.0687, s1.acc: 94.8608, s1.loss_bbox: 0.0986, s1.loss_mask: 0.0918, s2.loss_cls: 0.0351, s2.acc: 94.6420, s2.loss_bbox: 0.0640, s2.loss_mask: 0.0436, loss: 1.0500 2022-06-07 16:27:16,101 - mmdet - INFO - Epoch [22][4050/7330] lr: 1.000e-04, eta: 1 day, 19:29:09, time: 1.457, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0247, loss_semantic_seg: 0.1635, s0.loss_cls: 0.1461, s0.acc: 94.6729, s0.loss_bbox: 0.0815, s0.loss_mask: 0.1861, s1.loss_cls: 0.0674, s1.acc: 95.1594, s1.loss_bbox: 0.0946, s1.loss_mask: 0.0880, s2.loss_cls: 0.0351, s2.acc: 94.7506, s2.loss_bbox: 0.0619, s2.loss_mask: 0.0419, loss: 1.0113 2022-06-07 16:28:28,664 - mmdet - INFO - Epoch [22][4100/7330] lr: 1.000e-04, eta: 1 day, 19:27:54, time: 1.451, data_time: 0.023, memory: 64799, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0263, loss_semantic_seg: 0.1634, s0.loss_cls: 0.1511, s0.acc: 94.4675, s0.loss_bbox: 0.0840, s0.loss_mask: 0.1896, s1.loss_cls: 0.0706, s1.acc: 94.7922, s1.loss_bbox: 0.0941, s1.loss_mask: 0.0895, s2.loss_cls: 0.0357, s2.acc: 94.7250, s2.loss_bbox: 0.0612, s2.loss_mask: 0.0423, loss: 1.0284 2022-06-07 16:29:41,629 - mmdet - INFO - Epoch [22][4150/7330] lr: 1.000e-04, eta: 1 day, 19:26:40, time: 1.459, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0271, loss_semantic_seg: 0.1756, s0.loss_cls: 0.1533, s0.acc: 94.3433, s0.loss_bbox: 0.0876, s0.loss_mask: 0.1934, s1.loss_cls: 0.0698, s1.acc: 94.9211, s1.loss_bbox: 0.0984, s1.loss_mask: 0.0916, s2.loss_cls: 0.0360, s2.acc: 94.7091, s2.loss_bbox: 0.0638, s2.loss_mask: 0.0435, loss: 1.0604 2022-06-07 16:30:54,387 - mmdet - INFO - Epoch [22][4200/7330] lr: 1.000e-04, eta: 1 day, 19:25:25, time: 1.455, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0168, loss_rpn_bbox: 0.0253, loss_semantic_seg: 0.1596, s0.loss_cls: 0.1408, s0.acc: 94.6995, s0.loss_bbox: 0.0824, s0.loss_mask: 0.1862, s1.loss_cls: 0.0649, s1.acc: 95.1479, s1.loss_bbox: 0.0938, s1.loss_mask: 0.0882, s2.loss_cls: 0.0326, s2.acc: 95.0846, s2.loss_bbox: 0.0626, s2.loss_mask: 0.0414, loss: 0.9945 2022-06-07 16:32:07,234 - mmdet - INFO - Epoch [22][4250/7330] lr: 1.000e-04, eta: 1 day, 19:24:11, time: 1.457, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0192, loss_rpn_bbox: 0.0264, loss_semantic_seg: 0.1703, s0.loss_cls: 0.1604, s0.acc: 94.0691, s0.loss_bbox: 0.0908, s0.loss_mask: 0.1955, s1.loss_cls: 0.0747, s1.acc: 94.5264, s1.loss_bbox: 0.1007, s1.loss_mask: 0.0918, s2.loss_cls: 0.0384, s2.acc: 94.3076, s2.loss_bbox: 0.0659, s2.loss_mask: 0.0435, loss: 1.0777 2022-06-07 16:33:20,911 - mmdet - INFO - Epoch [22][4300/7330] lr: 1.000e-04, eta: 1 day, 19:22:56, time: 1.472, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0259, loss_semantic_seg: 0.1636, s0.loss_cls: 0.1576, s0.acc: 94.1902, s0.loss_bbox: 0.0937, s0.loss_mask: 0.1956, s1.loss_cls: 0.0730, s1.acc: 94.5270, s1.loss_bbox: 0.1017, s1.loss_mask: 0.0911, s2.loss_cls: 0.0376, s2.acc: 94.3637, s2.loss_bbox: 0.0651, s2.loss_mask: 0.0423, loss: 1.0690 2022-06-07 16:34:34,748 - mmdet - INFO - Epoch [22][4350/7330] lr: 1.000e-04, eta: 1 day, 19:21:43, time: 1.479, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0273, loss_semantic_seg: 0.1628, s0.loss_cls: 0.1544, s0.acc: 94.3010, s0.loss_bbox: 0.0879, s0.loss_mask: 0.1927, s1.loss_cls: 0.0691, s1.acc: 94.9550, s1.loss_bbox: 0.1001, s1.loss_mask: 0.0908, s2.loss_cls: 0.0356, s2.acc: 94.6962, s2.loss_bbox: 0.0659, s2.loss_mask: 0.0430, loss: 1.0508 2022-06-07 16:35:47,032 - mmdet - INFO - Epoch [22][4400/7330] lr: 1.000e-04, eta: 1 day, 19:20:27, time: 1.444, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0168, loss_rpn_bbox: 0.0241, loss_semantic_seg: 0.1674, s0.loss_cls: 0.1451, s0.acc: 94.6997, s0.loss_bbox: 0.0808, s0.loss_mask: 0.1871, s1.loss_cls: 0.0661, s1.acc: 95.1727, s1.loss_bbox: 0.0911, s1.loss_mask: 0.0887, s2.loss_cls: 0.0338, s2.acc: 94.9754, s2.loss_bbox: 0.0599, s2.loss_mask: 0.0420, loss: 1.0029 2022-06-07 16:37:00,528 - mmdet - INFO - Epoch [22][4450/7330] lr: 1.000e-04, eta: 1 day, 19:19:13, time: 1.472, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0275, loss_semantic_seg: 0.1734, s0.loss_cls: 0.1433, s0.acc: 94.7009, s0.loss_bbox: 0.0841, s0.loss_mask: 0.1867, s1.loss_cls: 0.0657, s1.acc: 95.1293, s1.loss_bbox: 0.0936, s1.loss_mask: 0.0882, s2.loss_cls: 0.0337, s2.acc: 94.8584, s2.loss_bbox: 0.0607, s2.loss_mask: 0.0417, loss: 1.0192 2022-06-07 16:38:14,178 - mmdet - INFO - Epoch [22][4500/7330] lr: 1.000e-04, eta: 1 day, 19:17:59, time: 1.473, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0273, loss_semantic_seg: 0.1664, s0.loss_cls: 0.1453, s0.acc: 94.6199, s0.loss_bbox: 0.0851, s0.loss_mask: 0.1948, s1.loss_cls: 0.0666, s1.acc: 95.1158, s1.loss_bbox: 0.0955, s1.loss_mask: 0.0918, s2.loss_cls: 0.0340, s2.acc: 94.9474, s2.loss_bbox: 0.0632, s2.loss_mask: 0.0433, loss: 1.0340 2022-06-07 16:39:27,201 - mmdet - INFO - Epoch [22][4550/7330] lr: 1.000e-04, eta: 1 day, 19:16:45, time: 1.461, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0189, loss_rpn_bbox: 0.0257, loss_semantic_seg: 0.1614, s0.loss_cls: 0.1473, s0.acc: 94.5288, s0.loss_bbox: 0.0845, s0.loss_mask: 0.1905, s1.loss_cls: 0.0673, s1.acc: 95.0308, s1.loss_bbox: 0.0958, s1.loss_mask: 0.0895, s2.loss_cls: 0.0342, s2.acc: 94.8217, s2.loss_bbox: 0.0627, s2.loss_mask: 0.0422, loss: 1.0198 2022-06-07 16:40:40,598 - mmdet - INFO - Epoch [22][4600/7330] lr: 1.000e-04, eta: 1 day, 19:15:31, time: 1.468, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0278, loss_semantic_seg: 0.1785, s0.loss_cls: 0.1561, s0.acc: 94.3054, s0.loss_bbox: 0.0907, s0.loss_mask: 0.1977, s1.loss_cls: 0.0715, s1.acc: 94.7812, s1.loss_bbox: 0.0996, s1.loss_mask: 0.0929, s2.loss_cls: 0.0361, s2.acc: 94.4972, s2.loss_bbox: 0.0633, s2.loss_mask: 0.0437, loss: 1.0787 2022-06-07 16:41:53,730 - mmdet - INFO - Epoch [22][4650/7330] lr: 1.000e-04, eta: 1 day, 19:14:16, time: 1.462, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0259, loss_semantic_seg: 0.1659, s0.loss_cls: 0.1510, s0.acc: 94.5276, s0.loss_bbox: 0.0854, s0.loss_mask: 0.1890, s1.loss_cls: 0.0712, s1.acc: 94.8591, s1.loss_bbox: 0.0934, s1.loss_mask: 0.0888, s2.loss_cls: 0.0362, s2.acc: 94.8093, s2.loss_bbox: 0.0599, s2.loss_mask: 0.0417, loss: 1.0289 2022-06-07 16:43:06,721 - mmdet - INFO - Epoch [22][4700/7330] lr: 1.000e-04, eta: 1 day, 19:13:02, time: 1.460, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0266, loss_semantic_seg: 0.1628, s0.loss_cls: 0.1444, s0.acc: 94.6855, s0.loss_bbox: 0.0856, s0.loss_mask: 0.1898, s1.loss_cls: 0.0654, s1.acc: 95.1979, s1.loss_bbox: 0.0957, s1.loss_mask: 0.0902, s2.loss_cls: 0.0329, s2.acc: 95.0643, s2.loss_bbox: 0.0626, s2.loss_mask: 0.0429, loss: 1.0191 2022-06-07 16:44:20,292 - mmdet - INFO - Epoch [22][4750/7330] lr: 1.000e-04, eta: 1 day, 19:11:47, time: 1.472, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0261, loss_semantic_seg: 0.1797, s0.loss_cls: 0.1569, s0.acc: 94.2512, s0.loss_bbox: 0.0893, s0.loss_mask: 0.1970, s1.loss_cls: 0.0735, s1.acc: 94.6553, s1.loss_bbox: 0.0987, s1.loss_mask: 0.0923, s2.loss_cls: 0.0374, s2.acc: 94.3972, s2.loss_bbox: 0.0631, s2.loss_mask: 0.0435, loss: 1.0790 2022-06-07 16:45:34,162 - mmdet - INFO - Epoch [22][4800/7330] lr: 1.000e-04, eta: 1 day, 19:10:33, time: 1.477, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0184, loss_rpn_bbox: 0.0264, loss_semantic_seg: 0.1744, s0.loss_cls: 0.1531, s0.acc: 94.3284, s0.loss_bbox: 0.0866, s0.loss_mask: 0.1880, s1.loss_cls: 0.0712, s1.acc: 94.7734, s1.loss_bbox: 0.0975, s1.loss_mask: 0.0891, s2.loss_cls: 0.0369, s2.acc: 94.5284, s2.loss_bbox: 0.0635, s2.loss_mask: 0.0420, loss: 1.0471 2022-06-07 16:46:47,573 - mmdet - INFO - Epoch [22][4850/7330] lr: 1.000e-04, eta: 1 day, 19:09:19, time: 1.468, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0265, loss_semantic_seg: 0.1711, s0.loss_cls: 0.1558, s0.acc: 94.2542, s0.loss_bbox: 0.0908, s0.loss_mask: 0.1987, s1.loss_cls: 0.0733, s1.acc: 94.6539, s1.loss_bbox: 0.1030, s1.loss_mask: 0.0946, s2.loss_cls: 0.0381, s2.acc: 94.4031, s2.loss_bbox: 0.0673, s2.loss_mask: 0.0448, loss: 1.0845 2022-06-07 16:48:00,737 - mmdet - INFO - Epoch [22][4900/7330] lr: 1.000e-04, eta: 1 day, 19:08:05, time: 1.463, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0276, loss_semantic_seg: 0.1673, s0.loss_cls: 0.1538, s0.acc: 94.2708, s0.loss_bbox: 0.0890, s0.loss_mask: 0.1900, s1.loss_cls: 0.0696, s1.acc: 94.8310, s1.loss_bbox: 0.0983, s1.loss_mask: 0.0891, s2.loss_cls: 0.0352, s2.acc: 94.7184, s2.loss_bbox: 0.0635, s2.loss_mask: 0.0423, loss: 1.0479 2022-06-07 16:49:13,978 - mmdet - INFO - Epoch [22][4950/7330] lr: 1.000e-04, eta: 1 day, 19:06:50, time: 1.465, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0194, loss_rpn_bbox: 0.0246, loss_semantic_seg: 0.1598, s0.loss_cls: 0.1555, s0.acc: 94.3916, s0.loss_bbox: 0.0874, s0.loss_mask: 0.1877, s1.loss_cls: 0.0699, s1.acc: 94.8634, s1.loss_bbox: 0.0953, s1.loss_mask: 0.0883, s2.loss_cls: 0.0354, s2.acc: 94.7017, s2.loss_bbox: 0.0631, s2.loss_mask: 0.0417, loss: 1.0281 2022-06-07 16:50:27,409 - mmdet - INFO - Epoch [22][5000/7330] lr: 1.000e-04, eta: 1 day, 19:05:36, time: 1.469, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0254, loss_semantic_seg: 0.1705, s0.loss_cls: 0.1499, s0.acc: 94.4448, s0.loss_bbox: 0.0854, s0.loss_mask: 0.1886, s1.loss_cls: 0.0687, s1.acc: 94.8796, s1.loss_bbox: 0.0937, s1.loss_mask: 0.0889, s2.loss_cls: 0.0350, s2.acc: 94.6879, s2.loss_bbox: 0.0612, s2.loss_mask: 0.0420, loss: 1.0297 2022-06-07 16:51:39,725 - mmdet - INFO - Epoch [22][5050/7330] lr: 1.000e-04, eta: 1 day, 19:04:21, time: 1.446, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0261, loss_semantic_seg: 0.1812, s0.loss_cls: 0.1570, s0.acc: 94.3000, s0.loss_bbox: 0.0890, s0.loss_mask: 0.1939, s1.loss_cls: 0.0734, s1.acc: 94.6407, s1.loss_bbox: 0.0981, s1.loss_mask: 0.0907, s2.loss_cls: 0.0368, s2.acc: 94.4688, s2.loss_bbox: 0.0623, s2.loss_mask: 0.0427, loss: 1.0725 2022-06-07 16:52:52,884 - mmdet - INFO - Epoch [22][5100/7330] lr: 1.000e-04, eta: 1 day, 19:03:07, time: 1.463, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0194, loss_rpn_bbox: 0.0254, loss_semantic_seg: 0.1672, s0.loss_cls: 0.1454, s0.acc: 94.6855, s0.loss_bbox: 0.0869, s0.loss_mask: 0.1938, s1.loss_cls: 0.0673, s1.acc: 95.1142, s1.loss_bbox: 0.0956, s1.loss_mask: 0.0907, s2.loss_cls: 0.0350, s2.acc: 94.8864, s2.loss_bbox: 0.0611, s2.loss_mask: 0.0426, loss: 1.0304 2022-06-07 16:54:05,417 - mmdet - INFO - Epoch [22][5150/7330] lr: 1.000e-04, eta: 1 day, 19:01:52, time: 1.451, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0266, loss_semantic_seg: 0.1589, s0.loss_cls: 0.1426, s0.acc: 94.6592, s0.loss_bbox: 0.0838, s0.loss_mask: 0.1871, s1.loss_cls: 0.0647, s1.acc: 95.1709, s1.loss_bbox: 0.0918, s1.loss_mask: 0.0881, s2.loss_cls: 0.0331, s2.acc: 94.9238, s2.loss_bbox: 0.0595, s2.loss_mask: 0.0416, loss: 0.9978 2022-06-07 16:55:18,615 - mmdet - INFO - Epoch [22][5200/7330] lr: 1.000e-04, eta: 1 day, 19:00:38, time: 1.463, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0189, loss_rpn_bbox: 0.0277, loss_semantic_seg: 0.1755, s0.loss_cls: 0.1505, s0.acc: 94.5059, s0.loss_bbox: 0.0868, s0.loss_mask: 0.1872, s1.loss_cls: 0.0695, s1.acc: 94.9269, s1.loss_bbox: 0.0955, s1.loss_mask: 0.0881, s2.loss_cls: 0.0364, s2.acc: 94.6835, s2.loss_bbox: 0.0614, s2.loss_mask: 0.0414, loss: 1.0389 2022-06-07 16:56:31,354 - mmdet - INFO - Epoch [22][5250/7330] lr: 1.000e-04, eta: 1 day, 18:59:23, time: 1.455, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0268, loss_semantic_seg: 0.1651, s0.loss_cls: 0.1427, s0.acc: 94.7390, s0.loss_bbox: 0.0842, s0.loss_mask: 0.1845, s1.loss_cls: 0.0654, s1.acc: 95.2082, s1.loss_bbox: 0.0911, s1.loss_mask: 0.0862, s2.loss_cls: 0.0340, s2.acc: 94.8388, s2.loss_bbox: 0.0583, s2.loss_mask: 0.0405, loss: 0.9993 2022-06-07 16:57:43,074 - mmdet - INFO - Epoch [22][5300/7330] lr: 1.000e-04, eta: 1 day, 18:58:08, time: 1.434, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0260, loss_semantic_seg: 0.1710, s0.loss_cls: 0.1362, s0.acc: 94.9121, s0.loss_bbox: 0.0817, s0.loss_mask: 0.1921, s1.loss_cls: 0.0633, s1.acc: 95.3878, s1.loss_bbox: 0.0916, s1.loss_mask: 0.0901, s2.loss_cls: 0.0324, s2.acc: 95.1833, s2.loss_bbox: 0.0595, s2.loss_mask: 0.0426, loss: 1.0070 2022-06-07 16:58:55,190 - mmdet - INFO - Epoch [22][5350/7330] lr: 1.000e-04, eta: 1 day, 18:56:53, time: 1.443, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0259, loss_semantic_seg: 0.1610, s0.loss_cls: 0.1341, s0.acc: 95.0427, s0.loss_bbox: 0.0820, s0.loss_mask: 0.1892, s1.loss_cls: 0.0601, s1.acc: 95.5818, s1.loss_bbox: 0.0909, s1.loss_mask: 0.0897, s2.loss_cls: 0.0311, s2.acc: 95.2396, s2.loss_bbox: 0.0584, s2.loss_mask: 0.0424, loss: 0.9848 2022-06-07 17:00:07,819 - mmdet - INFO - Epoch [22][5400/7330] lr: 1.000e-04, eta: 1 day, 18:55:38, time: 1.452, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0258, loss_semantic_seg: 0.1624, s0.loss_cls: 0.1323, s0.acc: 95.0769, s0.loss_bbox: 0.0796, s0.loss_mask: 0.1895, s1.loss_cls: 0.0605, s1.acc: 95.5134, s1.loss_bbox: 0.0884, s1.loss_mask: 0.0892, s2.loss_cls: 0.0306, s2.acc: 95.4177, s2.loss_bbox: 0.0586, s2.loss_mask: 0.0425, loss: 0.9792 2022-06-07 17:01:21,059 - mmdet - INFO - Epoch [22][5450/7330] lr: 1.000e-04, eta: 1 day, 18:54:24, time: 1.465, data_time: 0.022, memory: 64799, loss_rpn_cls: 0.0191, loss_rpn_bbox: 0.0263, loss_semantic_seg: 0.1689, s0.loss_cls: 0.1467, s0.acc: 94.5613, s0.loss_bbox: 0.0872, s0.loss_mask: 0.1924, s1.loss_cls: 0.0674, s1.acc: 95.0448, s1.loss_bbox: 0.0986, s1.loss_mask: 0.0907, s2.loss_cls: 0.0346, s2.acc: 94.7677, s2.loss_bbox: 0.0642, s2.loss_mask: 0.0430, loss: 1.0392 2022-06-07 17:02:34,074 - mmdet - INFO - Epoch [22][5500/7330] lr: 1.000e-04, eta: 1 day, 18:53:09, time: 1.460, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0271, loss_semantic_seg: 0.1737, s0.loss_cls: 0.1586, s0.acc: 94.2830, s0.loss_bbox: 0.0895, s0.loss_mask: 0.1892, s1.loss_cls: 0.0736, s1.acc: 94.6904, s1.loss_bbox: 0.0983, s1.loss_mask: 0.0896, s2.loss_cls: 0.0371, s2.acc: 94.5095, s2.loss_bbox: 0.0629, s2.loss_mask: 0.0426, loss: 1.0636 2022-06-07 17:03:46,255 - mmdet - INFO - Epoch [22][5550/7330] lr: 1.000e-04, eta: 1 day, 18:51:54, time: 1.444, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0192, loss_rpn_bbox: 0.0266, loss_semantic_seg: 0.1724, s0.loss_cls: 0.1567, s0.acc: 94.2715, s0.loss_bbox: 0.0877, s0.loss_mask: 0.1895, s1.loss_cls: 0.0713, s1.acc: 94.7951, s1.loss_bbox: 0.1003, s1.loss_mask: 0.0899, s2.loss_cls: 0.0364, s2.acc: 94.5457, s2.loss_bbox: 0.0657, s2.loss_mask: 0.0429, loss: 1.0587 2022-06-07 17:04:59,442 - mmdet - INFO - Epoch [22][5600/7330] lr: 1.000e-04, eta: 1 day, 18:50:40, time: 1.464, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0191, loss_rpn_bbox: 0.0254, loss_semantic_seg: 0.1767, s0.loss_cls: 0.1547, s0.acc: 94.2737, s0.loss_bbox: 0.0877, s0.loss_mask: 0.1929, s1.loss_cls: 0.0721, s1.acc: 94.7039, s1.loss_bbox: 0.0983, s1.loss_mask: 0.0909, s2.loss_cls: 0.0373, s2.acc: 94.3709, s2.loss_bbox: 0.0623, s2.loss_mask: 0.0430, loss: 1.0605 2022-06-07 17:06:12,653 - mmdet - INFO - Epoch [22][5650/7330] lr: 1.000e-04, eta: 1 day, 18:49:25, time: 1.464, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0280, loss_semantic_seg: 0.1683, s0.loss_cls: 0.1530, s0.acc: 94.3752, s0.loss_bbox: 0.0905, s0.loss_mask: 0.1955, s1.loss_cls: 0.0687, s1.acc: 94.9990, s1.loss_bbox: 0.0973, s1.loss_mask: 0.0922, s2.loss_cls: 0.0343, s2.acc: 94.9191, s2.loss_bbox: 0.0614, s2.loss_mask: 0.0437, loss: 1.0556 2022-06-07 17:07:25,036 - mmdet - INFO - Epoch [22][5700/7330] lr: 1.000e-04, eta: 1 day, 18:48:10, time: 1.448, data_time: 0.021, memory: 64799, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0257, loss_semantic_seg: 0.1698, s0.loss_cls: 0.1511, s0.acc: 94.4397, s0.loss_bbox: 0.0874, s0.loss_mask: 0.1929, s1.loss_cls: 0.0696, s1.acc: 94.9264, s1.loss_bbox: 0.0999, s1.loss_mask: 0.0919, s2.loss_cls: 0.0356, s2.acc: 94.6458, s2.loss_bbox: 0.0641, s2.loss_mask: 0.0434, loss: 1.0510 2022-06-07 17:08:37,269 - mmdet - INFO - Epoch [22][5750/7330] lr: 1.000e-04, eta: 1 day, 18:46:55, time: 1.444, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0176, loss_rpn_bbox: 0.0255, loss_semantic_seg: 0.1747, s0.loss_cls: 0.1355, s0.acc: 95.0156, s0.loss_bbox: 0.0809, s0.loss_mask: 0.1846, s1.loss_cls: 0.0615, s1.acc: 95.4910, s1.loss_bbox: 0.0893, s1.loss_mask: 0.0876, s2.loss_cls: 0.0311, s2.acc: 95.2905, s2.loss_bbox: 0.0590, s2.loss_mask: 0.0414, loss: 0.9887 2022-06-07 17:09:50,320 - mmdet - INFO - Epoch [22][5800/7330] lr: 1.000e-04, eta: 1 day, 18:45:41, time: 1.461, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0191, loss_rpn_bbox: 0.0270, loss_semantic_seg: 0.1731, s0.loss_cls: 0.1419, s0.acc: 94.6887, s0.loss_bbox: 0.0851, s0.loss_mask: 0.1886, s1.loss_cls: 0.0655, s1.acc: 95.1991, s1.loss_bbox: 0.0945, s1.loss_mask: 0.0888, s2.loss_cls: 0.0338, s2.acc: 95.0713, s2.loss_bbox: 0.0612, s2.loss_mask: 0.0418, loss: 1.0202 2022-06-07 17:11:03,703 - mmdet - INFO - Epoch [22][5850/7330] lr: 1.000e-04, eta: 1 day, 18:44:27, time: 1.468, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0190, loss_rpn_bbox: 0.0269, loss_semantic_seg: 0.1612, s0.loss_cls: 0.1487, s0.acc: 94.3921, s0.loss_bbox: 0.0857, s0.loss_mask: 0.1929, s1.loss_cls: 0.0684, s1.acc: 94.8146, s1.loss_bbox: 0.0963, s1.loss_mask: 0.0905, s2.loss_cls: 0.0346, s2.acc: 94.6242, s2.loss_bbox: 0.0627, s2.loss_mask: 0.0427, loss: 1.0298 2022-06-07 17:12:17,395 - mmdet - INFO - Epoch [22][5900/7330] lr: 1.000e-04, eta: 1 day, 18:43:13, time: 1.474, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0266, loss_semantic_seg: 0.1723, s0.loss_cls: 0.1453, s0.acc: 94.6404, s0.loss_bbox: 0.0880, s0.loss_mask: 0.2005, s1.loss_cls: 0.0668, s1.acc: 95.0567, s1.loss_bbox: 0.0974, s1.loss_mask: 0.0934, s2.loss_cls: 0.0342, s2.acc: 94.7759, s2.loss_bbox: 0.0622, s2.loss_mask: 0.0442, loss: 1.0515 2022-06-07 17:13:31,019 - mmdet - INFO - Epoch [22][5950/7330] lr: 1.000e-04, eta: 1 day, 18:41:59, time: 1.472, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0283, loss_semantic_seg: 0.1707, s0.loss_cls: 0.1522, s0.acc: 94.4221, s0.loss_bbox: 0.0884, s0.loss_mask: 0.1941, s1.loss_cls: 0.0710, s1.acc: 94.8074, s1.loss_bbox: 0.0967, s1.loss_mask: 0.0911, s2.loss_cls: 0.0364, s2.acc: 94.5559, s2.loss_bbox: 0.0616, s2.loss_mask: 0.0431, loss: 1.0540 2022-06-07 17:14:44,541 - mmdet - INFO - Epoch [22][6000/7330] lr: 1.000e-04, eta: 1 day, 18:40:44, time: 1.470, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0264, loss_semantic_seg: 0.1713, s0.loss_cls: 0.1601, s0.acc: 94.2202, s0.loss_bbox: 0.0893, s0.loss_mask: 0.1896, s1.loss_cls: 0.0750, s1.acc: 94.5928, s1.loss_bbox: 0.0985, s1.loss_mask: 0.0891, s2.loss_cls: 0.0378, s2.acc: 94.4288, s2.loss_bbox: 0.0642, s2.loss_mask: 0.0421, loss: 1.0634 2022-06-07 17:15:58,300 - mmdet - INFO - Epoch [22][6050/7330] lr: 1.000e-04, eta: 1 day, 18:39:30, time: 1.474, data_time: 0.020, memory: 64799, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0272, loss_semantic_seg: 0.1663, s0.loss_cls: 0.1542, s0.acc: 94.3518, s0.loss_bbox: 0.0923, s0.loss_mask: 0.1916, s1.loss_cls: 0.0711, s1.acc: 94.7682, s1.loss_bbox: 0.1027, s1.loss_mask: 0.0901, s2.loss_cls: 0.0366, s2.acc: 94.5755, s2.loss_bbox: 0.0638, s2.loss_mask: 0.0421, loss: 1.0597 2022-06-07 17:17:10,329 - mmdet - INFO - Epoch [22][6100/7330] lr: 1.000e-04, eta: 1 day, 18:38:15, time: 1.441, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0187, loss_rpn_bbox: 0.0246, loss_semantic_seg: 0.1600, s0.loss_cls: 0.1562, s0.acc: 94.3586, s0.loss_bbox: 0.0889, s0.loss_mask: 0.1951, s1.loss_cls: 0.0716, s1.acc: 94.8316, s1.loss_bbox: 0.0990, s1.loss_mask: 0.0924, s2.loss_cls: 0.0368, s2.acc: 94.5681, s2.loss_bbox: 0.0646, s2.loss_mask: 0.0436, loss: 1.0517 2022-06-07 17:18:24,370 - mmdet - INFO - Epoch [22][6150/7330] lr: 1.000e-04, eta: 1 day, 18:37:01, time: 1.481, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0270, loss_semantic_seg: 0.1716, s0.loss_cls: 0.1564, s0.acc: 94.2991, s0.loss_bbox: 0.0874, s0.loss_mask: 0.1881, s1.loss_cls: 0.0715, s1.acc: 94.8111, s1.loss_bbox: 0.0949, s1.loss_mask: 0.0885, s2.loss_cls: 0.0369, s2.acc: 94.5314, s2.loss_bbox: 0.0619, s2.loss_mask: 0.0417, loss: 1.0456 2022-06-07 17:19:37,234 - mmdet - INFO - Epoch [22][6200/7330] lr: 1.000e-04, eta: 1 day, 18:35:47, time: 1.457, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0285, loss_semantic_seg: 0.1680, s0.loss_cls: 0.1607, s0.acc: 94.1189, s0.loss_bbox: 0.0887, s0.loss_mask: 0.1903, s1.loss_cls: 0.0753, s1.acc: 94.5670, s1.loss_bbox: 0.0977, s1.loss_mask: 0.0891, s2.loss_cls: 0.0381, s2.acc: 94.3155, s2.loss_bbox: 0.0628, s2.loss_mask: 0.0421, loss: 1.0648 2022-06-07 17:20:49,798 - mmdet - INFO - Epoch [22][6250/7330] lr: 1.000e-04, eta: 1 day, 18:34:32, time: 1.451, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0193, loss_rpn_bbox: 0.0263, loss_semantic_seg: 0.1665, s0.loss_cls: 0.1536, s0.acc: 94.4470, s0.loss_bbox: 0.0872, s0.loss_mask: 0.1953, s1.loss_cls: 0.0706, s1.acc: 94.8342, s1.loss_bbox: 0.0967, s1.loss_mask: 0.0911, s2.loss_cls: 0.0353, s2.acc: 94.7678, s2.loss_bbox: 0.0643, s2.loss_mask: 0.0431, loss: 1.0494 2022-06-07 17:22:03,172 - mmdet - INFO - Epoch [22][6300/7330] lr: 1.000e-04, eta: 1 day, 18:33:18, time: 1.466, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0271, loss_semantic_seg: 0.1725, s0.loss_cls: 0.1566, s0.acc: 94.2493, s0.loss_bbox: 0.0916, s0.loss_mask: 0.1964, s1.loss_cls: 0.0727, s1.acc: 94.7009, s1.loss_bbox: 0.1032, s1.loss_mask: 0.0924, s2.loss_cls: 0.0369, s2.acc: 94.5291, s2.loss_bbox: 0.0667, s2.loss_mask: 0.0436, loss: 1.0794 2022-06-07 17:23:16,622 - mmdet - INFO - Epoch [22][6350/7330] lr: 1.000e-04, eta: 1 day, 18:32:04, time: 1.471, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0258, loss_semantic_seg: 0.1656, s0.loss_cls: 0.1540, s0.acc: 94.3325, s0.loss_bbox: 0.0893, s0.loss_mask: 0.1905, s1.loss_cls: 0.0718, s1.acc: 94.7472, s1.loss_bbox: 0.1004, s1.loss_mask: 0.0899, s2.loss_cls: 0.0366, s2.acc: 94.4796, s2.loss_bbox: 0.0650, s2.loss_mask: 0.0425, loss: 1.0526 2022-06-07 17:24:28,653 - mmdet - INFO - Epoch [22][6400/7330] lr: 1.000e-04, eta: 1 day, 18:30:49, time: 1.441, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0285, loss_semantic_seg: 0.1635, s0.loss_cls: 0.1574, s0.acc: 94.2324, s0.loss_bbox: 0.0924, s0.loss_mask: 0.1952, s1.loss_cls: 0.0722, s1.acc: 94.7069, s1.loss_bbox: 0.1028, s1.loss_mask: 0.0923, s2.loss_cls: 0.0375, s2.acc: 94.3941, s2.loss_bbox: 0.0648, s2.loss_mask: 0.0434, loss: 1.0722 2022-06-07 17:25:40,698 - mmdet - INFO - Epoch [22][6450/7330] lr: 1.000e-04, eta: 1 day, 18:29:33, time: 1.441, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0259, loss_semantic_seg: 0.1708, s0.loss_cls: 0.1459, s0.acc: 94.7698, s0.loss_bbox: 0.0831, s0.loss_mask: 0.1841, s1.loss_cls: 0.0681, s1.acc: 95.1855, s1.loss_bbox: 0.0916, s1.loss_mask: 0.0869, s2.loss_cls: 0.0349, s2.acc: 94.8856, s2.loss_bbox: 0.0577, s2.loss_mask: 0.0407, loss: 1.0092 2022-06-07 17:26:52,875 - mmdet - INFO - Epoch [22][6500/7330] lr: 1.000e-04, eta: 1 day, 18:28:18, time: 1.443, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0261, loss_semantic_seg: 0.1695, s0.loss_cls: 0.1476, s0.acc: 94.5559, s0.loss_bbox: 0.0877, s0.loss_mask: 0.1886, s1.loss_cls: 0.0679, s1.acc: 95.0595, s1.loss_bbox: 0.0966, s1.loss_mask: 0.0885, s2.loss_cls: 0.0342, s2.acc: 94.8896, s2.loss_bbox: 0.0626, s2.loss_mask: 0.0416, loss: 1.0332 2022-06-07 17:28:05,188 - mmdet - INFO - Epoch [22][6550/7330] lr: 1.000e-04, eta: 1 day, 18:27:04, time: 1.447, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0261, loss_semantic_seg: 0.1647, s0.loss_cls: 0.1453, s0.acc: 94.6917, s0.loss_bbox: 0.0840, s0.loss_mask: 0.1888, s1.loss_cls: 0.0665, s1.acc: 95.1259, s1.loss_bbox: 0.0964, s1.loss_mask: 0.0900, s2.loss_cls: 0.0343, s2.acc: 94.8862, s2.loss_bbox: 0.0628, s2.loss_mask: 0.0426, loss: 1.0225 2022-06-07 17:29:17,673 - mmdet - INFO - Epoch [22][6600/7330] lr: 1.000e-04, eta: 1 day, 18:25:49, time: 1.450, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0262, loss_semantic_seg: 0.1693, s0.loss_cls: 0.1538, s0.acc: 94.2734, s0.loss_bbox: 0.0876, s0.loss_mask: 0.1914, s1.loss_cls: 0.0699, s1.acc: 94.8056, s1.loss_bbox: 0.0996, s1.loss_mask: 0.0902, s2.loss_cls: 0.0363, s2.acc: 94.4777, s2.loss_bbox: 0.0632, s2.loss_mask: 0.0422, loss: 1.0502 2022-06-07 17:30:30,104 - mmdet - INFO - Epoch [22][6650/7330] lr: 1.000e-04, eta: 1 day, 18:24:34, time: 1.449, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0270, loss_semantic_seg: 0.1705, s0.loss_cls: 0.1499, s0.acc: 94.4766, s0.loss_bbox: 0.0852, s0.loss_mask: 0.1819, s1.loss_cls: 0.0694, s1.acc: 94.9447, s1.loss_bbox: 0.0940, s1.loss_mask: 0.0855, s2.loss_cls: 0.0353, s2.acc: 94.7236, s2.loss_bbox: 0.0623, s2.loss_mask: 0.0406, loss: 1.0244 2022-06-07 17:31:42,282 - mmdet - INFO - Epoch [22][6700/7330] lr: 1.000e-04, eta: 1 day, 18:23:19, time: 1.444, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0267, loss_semantic_seg: 0.1639, s0.loss_cls: 0.1558, s0.acc: 94.3833, s0.loss_bbox: 0.0911, s0.loss_mask: 0.1939, s1.loss_cls: 0.0707, s1.acc: 94.8790, s1.loss_bbox: 0.1002, s1.loss_mask: 0.0915, s2.loss_cls: 0.0358, s2.acc: 94.6442, s2.loss_bbox: 0.0646, s2.loss_mask: 0.0430, loss: 1.0567 2022-06-07 17:32:53,569 - mmdet - INFO - Epoch [22][6750/7330] lr: 1.000e-04, eta: 1 day, 18:22:03, time: 1.426, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0255, loss_semantic_seg: 0.1667, s0.loss_cls: 0.1480, s0.acc: 94.5520, s0.loss_bbox: 0.0815, s0.loss_mask: 0.1813, s1.loss_cls: 0.0675, s1.acc: 95.0711, s1.loss_bbox: 0.0911, s1.loss_mask: 0.0859, s2.loss_cls: 0.0346, s2.acc: 94.8662, s2.loss_bbox: 0.0596, s2.loss_mask: 0.0408, loss: 1.0035 2022-06-07 17:34:07,018 - mmdet - INFO - Epoch [22][6800/7330] lr: 1.000e-04, eta: 1 day, 18:20:49, time: 1.467, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0275, loss_semantic_seg: 0.1746, s0.loss_cls: 0.1578, s0.acc: 94.2053, s0.loss_bbox: 0.0896, s0.loss_mask: 0.1905, s1.loss_cls: 0.0718, s1.acc: 94.7190, s1.loss_bbox: 0.0999, s1.loss_mask: 0.0889, s2.loss_cls: 0.0363, s2.acc: 94.5587, s2.loss_bbox: 0.0659, s2.loss_mask: 0.0420, loss: 1.0649 2022-06-07 17:35:19,391 - mmdet - INFO - Epoch [22][6850/7330] lr: 1.000e-04, eta: 1 day, 18:19:34, time: 1.449, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0254, loss_semantic_seg: 0.1622, s0.loss_cls: 0.1497, s0.acc: 94.4580, s0.loss_bbox: 0.0860, s0.loss_mask: 0.1872, s1.loss_cls: 0.0694, s1.acc: 94.8502, s1.loss_bbox: 0.0979, s1.loss_mask: 0.0896, s2.loss_cls: 0.0360, s2.acc: 94.5902, s2.loss_bbox: 0.0640, s2.loss_mask: 0.0424, loss: 1.0296 2022-06-07 17:36:31,781 - mmdet - INFO - Epoch [22][6900/7330] lr: 1.000e-04, eta: 1 day, 18:18:19, time: 1.448, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0268, loss_semantic_seg: 0.1653, s0.loss_cls: 0.1563, s0.acc: 94.2781, s0.loss_bbox: 0.0884, s0.loss_mask: 0.1971, s1.loss_cls: 0.0728, s1.acc: 94.6502, s1.loss_bbox: 0.0984, s1.loss_mask: 0.0929, s2.loss_cls: 0.0368, s2.acc: 94.5496, s2.loss_bbox: 0.0633, s2.loss_mask: 0.0440, loss: 1.0618 2022-06-07 17:37:44,608 - mmdet - INFO - Epoch [22][6950/7330] lr: 1.000e-04, eta: 1 day, 18:17:05, time: 1.456, data_time: 0.021, memory: 64799, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0275, loss_semantic_seg: 0.1688, s0.loss_cls: 0.1597, s0.acc: 94.1633, s0.loss_bbox: 0.0876, s0.loss_mask: 0.1917, s1.loss_cls: 0.0738, s1.acc: 94.5872, s1.loss_bbox: 0.0979, s1.loss_mask: 0.0906, s2.loss_cls: 0.0381, s2.acc: 94.3687, s2.loss_bbox: 0.0628, s2.loss_mask: 0.0429, loss: 1.0614 2022-06-07 17:38:58,365 - mmdet - INFO - Epoch [22][7000/7330] lr: 1.000e-04, eta: 1 day, 18:15:51, time: 1.475, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0275, loss_semantic_seg: 0.1619, s0.loss_cls: 0.1552, s0.acc: 94.2649, s0.loss_bbox: 0.0925, s0.loss_mask: 0.1923, s1.loss_cls: 0.0703, s1.acc: 94.8294, s1.loss_bbox: 0.1032, s1.loss_mask: 0.0909, s2.loss_cls: 0.0355, s2.acc: 94.7292, s2.loss_bbox: 0.0676, s2.loss_mask: 0.0430, loss: 1.0607 2022-06-07 17:40:10,806 - mmdet - INFO - Epoch [22][7050/7330] lr: 1.000e-04, eta: 1 day, 18:14:36, time: 1.449, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0260, loss_semantic_seg: 0.1725, s0.loss_cls: 0.1523, s0.acc: 94.4651, s0.loss_bbox: 0.0867, s0.loss_mask: 0.1901, s1.loss_cls: 0.0704, s1.acc: 94.9154, s1.loss_bbox: 0.0987, s1.loss_mask: 0.0900, s2.loss_cls: 0.0362, s2.acc: 94.6143, s2.loss_bbox: 0.0635, s2.loss_mask: 0.0426, loss: 1.0491 2022-06-07 17:41:22,685 - mmdet - INFO - Epoch [22][7100/7330] lr: 1.000e-04, eta: 1 day, 18:13:21, time: 1.438, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0268, loss_semantic_seg: 0.1672, s0.loss_cls: 0.1568, s0.acc: 94.2810, s0.loss_bbox: 0.0900, s0.loss_mask: 0.1896, s1.loss_cls: 0.0711, s1.acc: 94.7571, s1.loss_bbox: 0.1021, s1.loss_mask: 0.0894, s2.loss_cls: 0.0368, s2.acc: 94.5864, s2.loss_bbox: 0.0662, s2.loss_mask: 0.0418, loss: 1.0577 2022-06-07 17:42:34,570 - mmdet - INFO - Epoch [22][7150/7330] lr: 1.000e-04, eta: 1 day, 18:12:06, time: 1.437, data_time: 0.020, memory: 64799, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0251, loss_semantic_seg: 0.1724, s0.loss_cls: 0.1517, s0.acc: 94.4749, s0.loss_bbox: 0.0859, s0.loss_mask: 0.1881, s1.loss_cls: 0.0705, s1.acc: 94.9249, s1.loss_bbox: 0.0972, s1.loss_mask: 0.0893, s2.loss_cls: 0.0356, s2.acc: 94.7620, s2.loss_bbox: 0.0626, s2.loss_mask: 0.0420, loss: 1.0403 2022-06-07 17:43:46,732 - mmdet - INFO - Epoch [22][7200/7330] lr: 1.000e-04, eta: 1 day, 18:10:51, time: 1.444, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0255, loss_semantic_seg: 0.1679, s0.loss_cls: 0.1436, s0.acc: 94.6626, s0.loss_bbox: 0.0864, s0.loss_mask: 0.1931, s1.loss_cls: 0.0659, s1.acc: 95.2178, s1.loss_bbox: 0.0974, s1.loss_mask: 0.0914, s2.loss_cls: 0.0336, s2.acc: 95.0306, s2.loss_bbox: 0.0635, s2.loss_mask: 0.0429, loss: 1.0307 2022-06-07 17:45:00,361 - mmdet - INFO - Epoch [22][7250/7330] lr: 1.000e-04, eta: 1 day, 18:09:37, time: 1.472, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0264, loss_semantic_seg: 0.1730, s0.loss_cls: 0.1539, s0.acc: 94.2812, s0.loss_bbox: 0.0916, s0.loss_mask: 0.1957, s1.loss_cls: 0.0707, s1.acc: 94.7958, s1.loss_bbox: 0.1002, s1.loss_mask: 0.0919, s2.loss_cls: 0.0356, s2.acc: 94.6324, s2.loss_bbox: 0.0641, s2.loss_mask: 0.0433, loss: 1.0660 2022-06-07 17:46:12,513 - mmdet - INFO - Epoch [22][7300/7330] lr: 1.000e-04, eta: 1 day, 18:08:22, time: 1.443, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0180, loss_rpn_bbox: 0.0264, loss_semantic_seg: 0.1594, s0.loss_cls: 0.1493, s0.acc: 94.5073, s0.loss_bbox: 0.0862, s0.loss_mask: 0.1900, s1.loss_cls: 0.0681, s1.acc: 95.0064, s1.loss_bbox: 0.0959, s1.loss_mask: 0.0899, s2.loss_cls: 0.0345, s2.acc: 94.9098, s2.loss_bbox: 0.0632, s2.loss_mask: 0.0426, loss: 1.0235 2022-06-07 17:47:14,708 - mmdet - INFO - Saving checkpoint at 22 epochs 2022-06-07 17:51:14,532 - mmdet - INFO - Evaluating bbox... 2022-06-07 17:52:03,155 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.562 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.752 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.621 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.413 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.595 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.698 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.728 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.728 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.728 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.590 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.764 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.857 2022-06-07 17:52:03,156 - mmdet - INFO - Evaluating segm... 2022-06-07 17:53:01,052 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.491 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.730 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.539 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.303 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.520 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.677 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.635 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.635 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.635 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.479 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.669 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.782 2022-06-07 17:53:02,017 - mmdet - INFO - Exp name: htc++_beit_adapter_v2_large_fpn_3x_coco.py 2022-06-07 17:53:02,017 - mmdet - INFO - Epoch(val) [22][313] bbox_mAP: 0.5620, bbox_mAP_50: 0.7520, bbox_mAP_75: 0.6210, bbox_mAP_s: 0.4130, bbox_mAP_m: 0.5950, bbox_mAP_l: 0.6980, bbox_mAP_copypaste: 0.562 0.752 0.621 0.413 0.595 0.698, segm_mAP: 0.4910, segm_mAP_50: 0.7300, segm_mAP_75: 0.5390, segm_mAP_s: 0.3030, segm_mAP_m: 0.5200, segm_mAP_l: 0.6770, segm_mAP_copypaste: 0.491 0.730 0.539 0.303 0.520 0.677 2022-06-07 17:58:09,890 - mmdet - INFO - Epoch [23][50/7330] lr: 1.000e-04, eta: 1 day, 18:08:24, time: 6.156, data_time: 4.705, memory: 64799, loss_rpn_cls: 0.0190, loss_rpn_bbox: 0.0273, loss_semantic_seg: 0.1639, s0.loss_cls: 0.1449, s0.acc: 94.7173, s0.loss_bbox: 0.0832, s0.loss_mask: 0.1908, s1.loss_cls: 0.0662, s1.acc: 95.2067, s1.loss_bbox: 0.0915, s1.loss_mask: 0.0902, s2.loss_cls: 0.0339, s2.acc: 94.9979, s2.loss_bbox: 0.0602, s2.loss_mask: 0.0423, loss: 1.0134 2022-06-07 17:59:24,361 - mmdet - INFO - Epoch [23][100/7330] lr: 1.000e-04, eta: 1 day, 18:07:10, time: 1.490, data_time: 0.020, memory: 64799, loss_rpn_cls: 0.0180, loss_rpn_bbox: 0.0262, loss_semantic_seg: 0.1597, s0.loss_cls: 0.1510, s0.acc: 94.4629, s0.loss_bbox: 0.0865, s0.loss_mask: 0.1897, s1.loss_cls: 0.0682, s1.acc: 95.0161, s1.loss_bbox: 0.0992, s1.loss_mask: 0.0899, s2.loss_cls: 0.0347, s2.acc: 94.8497, s2.loss_bbox: 0.0649, s2.loss_mask: 0.0425, loss: 1.0302 2022-06-07 18:00:40,217 - mmdet - INFO - Epoch [23][150/7330] lr: 1.000e-04, eta: 1 day, 18:05:58, time: 1.517, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0275, loss_semantic_seg: 0.1573, s0.loss_cls: 0.1442, s0.acc: 94.5801, s0.loss_bbox: 0.0828, s0.loss_mask: 0.1885, s1.loss_cls: 0.0662, s1.acc: 95.0105, s1.loss_bbox: 0.0960, s1.loss_mask: 0.0894, s2.loss_cls: 0.0336, s2.acc: 94.8989, s2.loss_bbox: 0.0633, s2.loss_mask: 0.0422, loss: 1.0121 2022-06-07 18:01:53,140 - mmdet - INFO - Epoch [23][200/7330] lr: 1.000e-04, eta: 1 day, 18:04:43, time: 1.458, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0167, loss_rpn_bbox: 0.0248, loss_semantic_seg: 0.1665, s0.loss_cls: 0.1542, s0.acc: 94.4429, s0.loss_bbox: 0.0842, s0.loss_mask: 0.1816, s1.loss_cls: 0.0718, s1.acc: 94.8363, s1.loss_bbox: 0.0937, s1.loss_mask: 0.0859, s2.loss_cls: 0.0362, s2.acc: 94.6981, s2.loss_bbox: 0.0603, s2.loss_mask: 0.0405, loss: 1.0165 2022-06-07 18:03:06,648 - mmdet - INFO - Epoch [23][250/7330] lr: 1.000e-04, eta: 1 day, 18:03:29, time: 1.470, data_time: 0.023, memory: 64799, loss_rpn_cls: 0.0191, loss_rpn_bbox: 0.0263, loss_semantic_seg: 0.1750, s0.loss_cls: 0.1541, s0.acc: 94.3879, s0.loss_bbox: 0.0864, s0.loss_mask: 0.1874, s1.loss_cls: 0.0697, s1.acc: 94.9387, s1.loss_bbox: 0.0953, s1.loss_mask: 0.0880, s2.loss_cls: 0.0355, s2.acc: 94.7911, s2.loss_bbox: 0.0634, s2.loss_mask: 0.0417, loss: 1.0418 2022-06-07 18:04:20,672 - mmdet - INFO - Epoch [23][300/7330] lr: 1.000e-04, eta: 1 day, 18:02:15, time: 1.480, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0185, loss_rpn_bbox: 0.0261, loss_semantic_seg: 0.1570, s0.loss_cls: 0.1498, s0.acc: 94.4387, s0.loss_bbox: 0.0856, s0.loss_mask: 0.1895, s1.loss_cls: 0.0691, s1.acc: 94.9936, s1.loss_bbox: 0.0965, s1.loss_mask: 0.0896, s2.loss_cls: 0.0350, s2.acc: 94.6943, s2.loss_bbox: 0.0622, s2.loss_mask: 0.0425, loss: 1.0215 2022-06-07 18:05:33,776 - mmdet - INFO - Epoch [23][350/7330] lr: 1.000e-04, eta: 1 day, 18:01:00, time: 1.462, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0279, loss_semantic_seg: 0.1671, s0.loss_cls: 0.1509, s0.acc: 94.4045, s0.loss_bbox: 0.0902, s0.loss_mask: 0.1912, s1.loss_cls: 0.0698, s1.acc: 94.9319, s1.loss_bbox: 0.0989, s1.loss_mask: 0.0898, s2.loss_cls: 0.0348, s2.acc: 94.7895, s2.loss_bbox: 0.0644, s2.loss_mask: 0.0422, loss: 1.0472 2022-06-07 18:06:46,533 - mmdet - INFO - Epoch [23][400/7330] lr: 1.000e-04, eta: 1 day, 17:59:46, time: 1.455, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0244, loss_semantic_seg: 0.1650, s0.loss_cls: 0.1434, s0.acc: 94.7769, s0.loss_bbox: 0.0836, s0.loss_mask: 0.1869, s1.loss_cls: 0.0649, s1.acc: 95.2621, s1.loss_bbox: 0.0945, s1.loss_mask: 0.0886, s2.loss_cls: 0.0331, s2.acc: 95.0728, s2.loss_bbox: 0.0621, s2.loss_mask: 0.0420, loss: 1.0086 2022-06-07 18:07:59,474 - mmdet - INFO - Epoch [23][450/7330] lr: 1.000e-04, eta: 1 day, 17:58:31, time: 1.459, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0191, loss_rpn_bbox: 0.0276, loss_semantic_seg: 0.1638, s0.loss_cls: 0.1517, s0.acc: 94.3877, s0.loss_bbox: 0.0890, s0.loss_mask: 0.1937, s1.loss_cls: 0.0703, s1.acc: 94.7441, s1.loss_bbox: 0.0989, s1.loss_mask: 0.0910, s2.loss_cls: 0.0359, s2.acc: 94.6449, s2.loss_bbox: 0.0641, s2.loss_mask: 0.0426, loss: 1.0477 2022-06-07 18:09:12,565 - mmdet - INFO - Epoch [23][500/7330] lr: 1.000e-04, eta: 1 day, 17:57:16, time: 1.462, data_time: 0.022, memory: 64799, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0260, loss_semantic_seg: 0.1628, s0.loss_cls: 0.1522, s0.acc: 94.4573, s0.loss_bbox: 0.0875, s0.loss_mask: 0.1917, s1.loss_cls: 0.0704, s1.acc: 94.8829, s1.loss_bbox: 0.0981, s1.loss_mask: 0.0893, s2.loss_cls: 0.0357, s2.acc: 94.8101, s2.loss_bbox: 0.0633, s2.loss_mask: 0.0420, loss: 1.0391 2022-06-07 18:10:26,193 - mmdet - INFO - Epoch [23][550/7330] lr: 1.000e-04, eta: 1 day, 17:56:02, time: 1.473, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0185, loss_rpn_bbox: 0.0257, loss_semantic_seg: 0.1618, s0.loss_cls: 0.1461, s0.acc: 94.5642, s0.loss_bbox: 0.0863, s0.loss_mask: 0.1861, s1.loss_cls: 0.0667, s1.acc: 95.0789, s1.loss_bbox: 0.0980, s1.loss_mask: 0.0871, s2.loss_cls: 0.0338, s2.acc: 94.9259, s2.loss_bbox: 0.0638, s2.loss_mask: 0.0410, loss: 1.0149 2022-06-07 18:11:39,164 - mmdet - INFO - Epoch [23][600/7330] lr: 1.000e-04, eta: 1 day, 17:54:48, time: 1.459, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0187, loss_rpn_bbox: 0.0247, loss_semantic_seg: 0.1662, s0.loss_cls: 0.1454, s0.acc: 94.5735, s0.loss_bbox: 0.0836, s0.loss_mask: 0.1898, s1.loss_cls: 0.0655, s1.acc: 95.0968, s1.loss_bbox: 0.0939, s1.loss_mask: 0.0896, s2.loss_cls: 0.0335, s2.acc: 94.8422, s2.loss_bbox: 0.0627, s2.loss_mask: 0.0423, loss: 1.0159 2022-06-07 18:12:52,030 - mmdet - INFO - Epoch [23][650/7330] lr: 1.000e-04, eta: 1 day, 17:53:33, time: 1.458, data_time: 0.020, memory: 64799, loss_rpn_cls: 0.0171, loss_rpn_bbox: 0.0258, loss_semantic_seg: 0.1619, s0.loss_cls: 0.1481, s0.acc: 94.5750, s0.loss_bbox: 0.0853, s0.loss_mask: 0.1879, s1.loss_cls: 0.0684, s1.acc: 95.0262, s1.loss_bbox: 0.0957, s1.loss_mask: 0.0888, s2.loss_cls: 0.0350, s2.acc: 94.8514, s2.loss_bbox: 0.0630, s2.loss_mask: 0.0419, loss: 1.0189 2022-06-07 18:14:04,786 - mmdet - INFO - Epoch [23][700/7330] lr: 1.000e-04, eta: 1 day, 17:52:18, time: 1.455, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0268, loss_semantic_seg: 0.1605, s0.loss_cls: 0.1473, s0.acc: 94.6074, s0.loss_bbox: 0.0836, s0.loss_mask: 0.1896, s1.loss_cls: 0.0666, s1.acc: 95.0775, s1.loss_bbox: 0.0947, s1.loss_mask: 0.0901, s2.loss_cls: 0.0339, s2.acc: 94.9448, s2.loss_bbox: 0.0628, s2.loss_mask: 0.0433, loss: 1.0188 2022-06-07 18:15:16,517 - mmdet - INFO - Epoch [23][750/7330] lr: 1.000e-04, eta: 1 day, 17:51:03, time: 1.435, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0266, loss_semantic_seg: 0.1664, s0.loss_cls: 0.1471, s0.acc: 94.6284, s0.loss_bbox: 0.0865, s0.loss_mask: 0.1901, s1.loss_cls: 0.0667, s1.acc: 95.1965, s1.loss_bbox: 0.0976, s1.loss_mask: 0.0899, s2.loss_cls: 0.0343, s2.acc: 94.9321, s2.loss_bbox: 0.0629, s2.loss_mask: 0.0425, loss: 1.0318 2022-06-07 18:16:29,084 - mmdet - INFO - Epoch [23][800/7330] lr: 1.000e-04, eta: 1 day, 17:49:48, time: 1.451, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0253, loss_semantic_seg: 0.1606, s0.loss_cls: 0.1487, s0.acc: 94.6045, s0.loss_bbox: 0.0878, s0.loss_mask: 0.1908, s1.loss_cls: 0.0688, s1.acc: 95.0552, s1.loss_bbox: 0.0970, s1.loss_mask: 0.0901, s2.loss_cls: 0.0348, s2.acc: 94.8787, s2.loss_bbox: 0.0617, s2.loss_mask: 0.0426, loss: 1.0283 2022-06-07 18:17:41,759 - mmdet - INFO - Epoch [23][850/7330] lr: 1.000e-04, eta: 1 day, 17:48:34, time: 1.453, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0258, loss_semantic_seg: 0.1685, s0.loss_cls: 0.1467, s0.acc: 94.5295, s0.loss_bbox: 0.0848, s0.loss_mask: 0.1896, s1.loss_cls: 0.0672, s1.acc: 95.0109, s1.loss_bbox: 0.0943, s1.loss_mask: 0.0900, s2.loss_cls: 0.0348, s2.acc: 94.7865, s2.loss_bbox: 0.0615, s2.loss_mask: 0.0428, loss: 1.0261 2022-06-07 18:18:54,291 - mmdet - INFO - Epoch [23][900/7330] lr: 1.000e-04, eta: 1 day, 17:47:19, time: 1.451, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0283, loss_semantic_seg: 0.1630, s0.loss_cls: 0.1518, s0.acc: 94.4709, s0.loss_bbox: 0.0870, s0.loss_mask: 0.1901, s1.loss_cls: 0.0707, s1.acc: 94.8463, s1.loss_bbox: 0.0969, s1.loss_mask: 0.0898, s2.loss_cls: 0.0359, s2.acc: 94.6567, s2.loss_bbox: 0.0630, s2.loss_mask: 0.0426, loss: 1.0394 2022-06-07 18:20:07,244 - mmdet - INFO - Epoch [23][950/7330] lr: 1.000e-04, eta: 1 day, 17:46:04, time: 1.459, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0187, loss_rpn_bbox: 0.0260, loss_semantic_seg: 0.1641, s0.loss_cls: 0.1479, s0.acc: 94.5410, s0.loss_bbox: 0.0833, s0.loss_mask: 0.1868, s1.loss_cls: 0.0671, s1.acc: 95.0779, s1.loss_bbox: 0.0937, s1.loss_mask: 0.0889, s2.loss_cls: 0.0348, s2.acc: 94.8335, s2.loss_bbox: 0.0607, s2.loss_mask: 0.0419, loss: 1.0139 2022-06-07 18:21:20,089 - mmdet - INFO - Epoch [23][1000/7330] lr: 1.000e-04, eta: 1 day, 17:44:49, time: 1.457, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0186, loss_rpn_bbox: 0.0242, loss_semantic_seg: 0.1653, s0.loss_cls: 0.1469, s0.acc: 94.5273, s0.loss_bbox: 0.0866, s0.loss_mask: 0.1880, s1.loss_cls: 0.0675, s1.acc: 95.0028, s1.loss_bbox: 0.0980, s1.loss_mask: 0.0890, s2.loss_cls: 0.0343, s2.acc: 94.8917, s2.loss_bbox: 0.0634, s2.loss_mask: 0.0419, loss: 1.0239 2022-06-07 18:22:33,272 - mmdet - INFO - Epoch [23][1050/7330] lr: 1.000e-04, eta: 1 day, 17:43:35, time: 1.463, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0259, loss_semantic_seg: 0.1645, s0.loss_cls: 0.1516, s0.acc: 94.4519, s0.loss_bbox: 0.0856, s0.loss_mask: 0.1892, s1.loss_cls: 0.0701, s1.acc: 94.9374, s1.loss_bbox: 0.0952, s1.loss_mask: 0.0894, s2.loss_cls: 0.0356, s2.acc: 94.7818, s2.loss_bbox: 0.0643, s2.loss_mask: 0.0424, loss: 1.0348 2022-06-07 18:23:44,836 - mmdet - INFO - Epoch [23][1100/7330] lr: 1.000e-04, eta: 1 day, 17:42:20, time: 1.432, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0258, loss_semantic_seg: 0.1723, s0.loss_cls: 0.1439, s0.acc: 94.7676, s0.loss_bbox: 0.0816, s0.loss_mask: 0.1835, s1.loss_cls: 0.0657, s1.acc: 95.2203, s1.loss_bbox: 0.0917, s1.loss_mask: 0.0869, s2.loss_cls: 0.0336, s2.acc: 95.0633, s2.loss_bbox: 0.0606, s2.loss_mask: 0.0411, loss: 1.0065 2022-06-07 18:24:57,718 - mmdet - INFO - Epoch [23][1150/7330] lr: 1.000e-04, eta: 1 day, 17:41:05, time: 1.457, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0190, loss_rpn_bbox: 0.0256, loss_semantic_seg: 0.1653, s0.loss_cls: 0.1441, s0.acc: 94.6460, s0.loss_bbox: 0.0841, s0.loss_mask: 0.1846, s1.loss_cls: 0.0649, s1.acc: 95.1566, s1.loss_bbox: 0.0933, s1.loss_mask: 0.0868, s2.loss_cls: 0.0332, s2.acc: 94.9328, s2.loss_bbox: 0.0607, s2.loss_mask: 0.0410, loss: 1.0027 2022-06-07 18:26:10,963 - mmdet - INFO - Epoch [23][1200/7330] lr: 1.000e-04, eta: 1 day, 17:39:51, time: 1.463, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0184, loss_rpn_bbox: 0.0256, loss_semantic_seg: 0.1624, s0.loss_cls: 0.1495, s0.acc: 94.4961, s0.loss_bbox: 0.0872, s0.loss_mask: 0.1902, s1.loss_cls: 0.0692, s1.acc: 94.9487, s1.loss_bbox: 0.0974, s1.loss_mask: 0.0900, s2.loss_cls: 0.0352, s2.acc: 94.8073, s2.loss_bbox: 0.0631, s2.loss_mask: 0.0425, loss: 1.0305 2022-06-07 18:27:22,991 - mmdet - INFO - Epoch [23][1250/7330] lr: 1.000e-04, eta: 1 day, 17:38:35, time: 1.442, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0266, loss_semantic_seg: 0.1694, s0.loss_cls: 0.1449, s0.acc: 94.6990, s0.loss_bbox: 0.0838, s0.loss_mask: 0.1861, s1.loss_cls: 0.0675, s1.acc: 95.1288, s1.loss_bbox: 0.0919, s1.loss_mask: 0.0873, s2.loss_cls: 0.0340, s2.acc: 95.0229, s2.loss_bbox: 0.0590, s2.loss_mask: 0.0411, loss: 1.0126 2022-06-07 18:28:36,546 - mmdet - INFO - Epoch [23][1300/7330] lr: 1.000e-04, eta: 1 day, 17:37:21, time: 1.471, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0194, loss_rpn_bbox: 0.0257, loss_semantic_seg: 0.1646, s0.loss_cls: 0.1472, s0.acc: 94.6536, s0.loss_bbox: 0.0843, s0.loss_mask: 0.1857, s1.loss_cls: 0.0682, s1.acc: 95.0463, s1.loss_bbox: 0.0926, s1.loss_mask: 0.0870, s2.loss_cls: 0.0345, s2.acc: 94.9053, s2.loss_bbox: 0.0600, s2.loss_mask: 0.0409, loss: 1.0102 2022-06-07 18:29:49,688 - mmdet - INFO - Epoch [23][1350/7330] lr: 1.000e-04, eta: 1 day, 17:36:07, time: 1.462, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0271, loss_semantic_seg: 0.1640, s0.loss_cls: 0.1476, s0.acc: 94.5178, s0.loss_bbox: 0.0876, s0.loss_mask: 0.1928, s1.loss_cls: 0.0680, s1.acc: 95.0319, s1.loss_bbox: 0.0982, s1.loss_mask: 0.0912, s2.loss_cls: 0.0348, s2.acc: 94.8096, s2.loss_bbox: 0.0644, s2.loss_mask: 0.0428, loss: 1.0392 2022-06-07 18:31:03,035 - mmdet - INFO - Epoch [23][1400/7330] lr: 1.000e-04, eta: 1 day, 17:34:53, time: 1.467, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0265, loss_semantic_seg: 0.1624, s0.loss_cls: 0.1484, s0.acc: 94.5493, s0.loss_bbox: 0.0852, s0.loss_mask: 0.1909, s1.loss_cls: 0.0686, s1.acc: 95.0528, s1.loss_bbox: 0.0958, s1.loss_mask: 0.0905, s2.loss_cls: 0.0348, s2.acc: 94.9276, s2.loss_bbox: 0.0637, s2.loss_mask: 0.0433, loss: 1.0309 2022-06-07 18:32:15,973 - mmdet - INFO - Epoch [23][1450/7330] lr: 1.000e-04, eta: 1 day, 17:33:38, time: 1.459, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0183, loss_rpn_bbox: 0.0250, loss_semantic_seg: 0.1677, s0.loss_cls: 0.1454, s0.acc: 94.5928, s0.loss_bbox: 0.0812, s0.loss_mask: 0.1838, s1.loss_cls: 0.0670, s1.acc: 95.0515, s1.loss_bbox: 0.0915, s1.loss_mask: 0.0868, s2.loss_cls: 0.0346, s2.acc: 94.8762, s2.loss_bbox: 0.0595, s2.loss_mask: 0.0410, loss: 1.0018 2022-06-07 18:33:28,738 - mmdet - INFO - Epoch [23][1500/7330] lr: 1.000e-04, eta: 1 day, 17:32:23, time: 1.455, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0263, loss_semantic_seg: 0.1616, s0.loss_cls: 0.1415, s0.acc: 94.6636, s0.loss_bbox: 0.0859, s0.loss_mask: 0.1901, s1.loss_cls: 0.0644, s1.acc: 95.1840, s1.loss_bbox: 0.0953, s1.loss_mask: 0.0894, s2.loss_cls: 0.0331, s2.acc: 94.9808, s2.loss_bbox: 0.0609, s2.loss_mask: 0.0417, loss: 1.0124 2022-06-07 18:34:41,068 - mmdet - INFO - Epoch [23][1550/7330] lr: 1.000e-04, eta: 1 day, 17:31:08, time: 1.447, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0269, loss_semantic_seg: 0.1649, s0.loss_cls: 0.1412, s0.acc: 94.7830, s0.loss_bbox: 0.0831, s0.loss_mask: 0.1827, s1.loss_cls: 0.0655, s1.acc: 95.1672, s1.loss_bbox: 0.0944, s1.loss_mask: 0.0859, s2.loss_cls: 0.0335, s2.acc: 94.9182, s2.loss_bbox: 0.0599, s2.loss_mask: 0.0403, loss: 0.9982 2022-06-07 18:35:53,444 - mmdet - INFO - Epoch [23][1600/7330] lr: 1.000e-04, eta: 1 day, 17:29:53, time: 1.448, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0249, loss_semantic_seg: 0.1676, s0.loss_cls: 0.1354, s0.acc: 95.0764, s0.loss_bbox: 0.0804, s0.loss_mask: 0.1857, s1.loss_cls: 0.0605, s1.acc: 95.6250, s1.loss_bbox: 0.0910, s1.loss_mask: 0.0874, s2.loss_cls: 0.0310, s2.acc: 95.3815, s2.loss_bbox: 0.0595, s2.loss_mask: 0.0413, loss: 0.9862 2022-06-07 18:37:06,366 - mmdet - INFO - Epoch [23][1650/7330] lr: 1.000e-04, eta: 1 day, 17:28:39, time: 1.458, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0183, loss_rpn_bbox: 0.0256, loss_semantic_seg: 0.1626, s0.loss_cls: 0.1393, s0.acc: 94.7871, s0.loss_bbox: 0.0846, s0.loss_mask: 0.1879, s1.loss_cls: 0.0636, s1.acc: 95.2745, s1.loss_bbox: 0.0948, s1.loss_mask: 0.0882, s2.loss_cls: 0.0328, s2.acc: 95.0963, s2.loss_bbox: 0.0615, s2.loss_mask: 0.0418, loss: 1.0008 2022-06-07 18:38:19,154 - mmdet - INFO - Epoch [23][1700/7330] lr: 1.000e-04, eta: 1 day, 17:27:24, time: 1.456, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0281, loss_semantic_seg: 0.1683, s0.loss_cls: 0.1548, s0.acc: 94.2529, s0.loss_bbox: 0.0896, s0.loss_mask: 0.1904, s1.loss_cls: 0.0712, s1.acc: 94.7850, s1.loss_bbox: 0.0984, s1.loss_mask: 0.0897, s2.loss_cls: 0.0361, s2.acc: 94.6613, s2.loss_bbox: 0.0626, s2.loss_mask: 0.0424, loss: 1.0533 2022-06-07 18:39:30,959 - mmdet - INFO - Epoch [23][1750/7330] lr: 1.000e-04, eta: 1 day, 17:26:09, time: 1.436, data_time: 0.021, memory: 64799, loss_rpn_cls: 0.0186, loss_rpn_bbox: 0.0235, loss_semantic_seg: 0.1701, s0.loss_cls: 0.1425, s0.acc: 94.7317, s0.loss_bbox: 0.0830, s0.loss_mask: 0.1877, s1.loss_cls: 0.0661, s1.acc: 95.1615, s1.loss_bbox: 0.0928, s1.loss_mask: 0.0895, s2.loss_cls: 0.0335, s2.acc: 95.0050, s2.loss_bbox: 0.0618, s2.loss_mask: 0.0427, loss: 1.0115 2022-06-07 18:40:44,308 - mmdet - INFO - Epoch [23][1800/7330] lr: 1.000e-04, eta: 1 day, 17:24:55, time: 1.467, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0191, loss_rpn_bbox: 0.0258, loss_semantic_seg: 0.1693, s0.loss_cls: 0.1459, s0.acc: 94.6050, s0.loss_bbox: 0.0849, s0.loss_mask: 0.1867, s1.loss_cls: 0.0673, s1.acc: 95.0431, s1.loss_bbox: 0.0944, s1.loss_mask: 0.0875, s2.loss_cls: 0.0342, s2.acc: 94.8171, s2.loss_bbox: 0.0610, s2.loss_mask: 0.0412, loss: 1.0172 2022-06-07 18:41:57,385 - mmdet - INFO - Epoch [23][1850/7330] lr: 1.000e-04, eta: 1 day, 17:23:40, time: 1.461, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0266, loss_semantic_seg: 0.1676, s0.loss_cls: 0.1519, s0.acc: 94.3796, s0.loss_bbox: 0.0872, s0.loss_mask: 0.1900, s1.loss_cls: 0.0708, s1.acc: 94.8377, s1.loss_bbox: 0.0953, s1.loss_mask: 0.0894, s2.loss_cls: 0.0361, s2.acc: 94.6493, s2.loss_bbox: 0.0606, s2.loss_mask: 0.0420, loss: 1.0374 2022-06-07 18:43:10,427 - mmdet - INFO - Epoch [23][1900/7330] lr: 1.000e-04, eta: 1 day, 17:22:26, time: 1.461, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0173, loss_rpn_bbox: 0.0255, loss_semantic_seg: 0.1697, s0.loss_cls: 0.1502, s0.acc: 94.4016, s0.loss_bbox: 0.0843, s0.loss_mask: 0.1868, s1.loss_cls: 0.0687, s1.acc: 94.9368, s1.loss_bbox: 0.0938, s1.loss_mask: 0.0876, s2.loss_cls: 0.0351, s2.acc: 94.7159, s2.loss_bbox: 0.0605, s2.loss_mask: 0.0411, loss: 1.0206 2022-06-07 18:44:24,186 - mmdet - INFO - Epoch [23][1950/7330] lr: 1.000e-04, eta: 1 day, 17:21:12, time: 1.475, data_time: 0.022, memory: 64799, loss_rpn_cls: 0.0192, loss_rpn_bbox: 0.0264, loss_semantic_seg: 0.1632, s0.loss_cls: 0.1446, s0.acc: 94.6191, s0.loss_bbox: 0.0834, s0.loss_mask: 0.1886, s1.loss_cls: 0.0666, s1.acc: 95.0502, s1.loss_bbox: 0.0924, s1.loss_mask: 0.0887, s2.loss_cls: 0.0338, s2.acc: 94.8456, s2.loss_bbox: 0.0601, s2.loss_mask: 0.0417, loss: 1.0087 2022-06-07 18:45:37,315 - mmdet - INFO - Epoch [23][2000/7330] lr: 1.000e-04, eta: 1 day, 17:19:57, time: 1.463, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0290, loss_semantic_seg: 0.1653, s0.loss_cls: 0.1527, s0.acc: 94.3909, s0.loss_bbox: 0.0897, s0.loss_mask: 0.1927, s1.loss_cls: 0.0698, s1.acc: 94.8435, s1.loss_bbox: 0.0992, s1.loss_mask: 0.0908, s2.loss_cls: 0.0357, s2.acc: 94.7235, s2.loss_bbox: 0.0644, s2.loss_mask: 0.0429, loss: 1.0527 2022-06-07 18:46:50,495 - mmdet - INFO - Epoch [23][2050/7330] lr: 1.000e-04, eta: 1 day, 17:18:43, time: 1.464, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0285, loss_semantic_seg: 0.1633, s0.loss_cls: 0.1455, s0.acc: 94.5786, s0.loss_bbox: 0.0854, s0.loss_mask: 0.1889, s1.loss_cls: 0.0665, s1.acc: 95.0839, s1.loss_bbox: 0.0950, s1.loss_mask: 0.0895, s2.loss_cls: 0.0337, s2.acc: 95.0179, s2.loss_bbox: 0.0628, s2.loss_mask: 0.0422, loss: 1.0224 2022-06-07 18:48:02,913 - mmdet - INFO - Epoch [23][2100/7330] lr: 1.000e-04, eta: 1 day, 17:17:28, time: 1.448, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0182, loss_rpn_bbox: 0.0255, loss_semantic_seg: 0.1713, s0.loss_cls: 0.1426, s0.acc: 94.7488, s0.loss_bbox: 0.0840, s0.loss_mask: 0.1893, s1.loss_cls: 0.0657, s1.acc: 95.1612, s1.loss_bbox: 0.0942, s1.loss_mask: 0.0897, s2.loss_cls: 0.0335, s2.acc: 94.9171, s2.loss_bbox: 0.0606, s2.loss_mask: 0.0424, loss: 1.0171 2022-06-07 18:49:15,330 - mmdet - INFO - Epoch [23][2150/7330] lr: 1.000e-04, eta: 1 day, 17:16:13, time: 1.449, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0185, loss_rpn_bbox: 0.0265, loss_semantic_seg: 0.1651, s0.loss_cls: 0.1473, s0.acc: 94.6025, s0.loss_bbox: 0.0860, s0.loss_mask: 0.1894, s1.loss_cls: 0.0667, s1.acc: 95.1156, s1.loss_bbox: 0.0972, s1.loss_mask: 0.0890, s2.loss_cls: 0.0348, s2.acc: 94.8539, s2.loss_bbox: 0.0624, s2.loss_mask: 0.0422, loss: 1.0251 2022-06-07 18:50:28,812 - mmdet - INFO - Epoch [23][2200/7330] lr: 1.000e-04, eta: 1 day, 17:14:59, time: 1.470, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0268, loss_semantic_seg: 0.1675, s0.loss_cls: 0.1508, s0.acc: 94.5676, s0.loss_bbox: 0.0873, s0.loss_mask: 0.1909, s1.loss_cls: 0.0692, s1.acc: 95.0105, s1.loss_bbox: 0.0956, s1.loss_mask: 0.0901, s2.loss_cls: 0.0351, s2.acc: 94.8381, s2.loss_bbox: 0.0609, s2.loss_mask: 0.0430, loss: 1.0377 2022-06-07 18:51:41,538 - mmdet - INFO - Epoch [23][2250/7330] lr: 1.000e-04, eta: 1 day, 17:13:44, time: 1.454, data_time: 0.020, memory: 64799, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0265, loss_semantic_seg: 0.1626, s0.loss_cls: 0.1564, s0.acc: 94.2539, s0.loss_bbox: 0.0885, s0.loss_mask: 0.1897, s1.loss_cls: 0.0706, s1.acc: 94.8007, s1.loss_bbox: 0.0968, s1.loss_mask: 0.0899, s2.loss_cls: 0.0360, s2.acc: 94.6831, s2.loss_bbox: 0.0623, s2.loss_mask: 0.0425, loss: 1.0416 2022-06-07 18:52:55,413 - mmdet - INFO - Epoch [23][2300/7330] lr: 1.000e-04, eta: 1 day, 17:12:30, time: 1.477, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0257, loss_semantic_seg: 0.1621, s0.loss_cls: 0.1455, s0.acc: 94.5657, s0.loss_bbox: 0.0857, s0.loss_mask: 0.1881, s1.loss_cls: 0.0668, s1.acc: 95.0188, s1.loss_bbox: 0.0946, s1.loss_mask: 0.0887, s2.loss_cls: 0.0341, s2.acc: 94.9403, s2.loss_bbox: 0.0603, s2.loss_mask: 0.0419, loss: 1.0154 2022-06-07 18:54:09,654 - mmdet - INFO - Epoch [23][2350/7330] lr: 1.000e-04, eta: 1 day, 17:11:16, time: 1.485, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0277, loss_semantic_seg: 0.1764, s0.loss_cls: 0.1550, s0.acc: 94.2520, s0.loss_bbox: 0.0869, s0.loss_mask: 0.1883, s1.loss_cls: 0.0720, s1.acc: 94.7365, s1.loss_bbox: 0.0986, s1.loss_mask: 0.0885, s2.loss_cls: 0.0365, s2.acc: 94.5095, s2.loss_bbox: 0.0641, s2.loss_mask: 0.0413, loss: 1.0574 2022-06-07 18:55:23,629 - mmdet - INFO - Epoch [23][2400/7330] lr: 1.000e-04, eta: 1 day, 17:10:02, time: 1.479, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0270, loss_semantic_seg: 0.1635, s0.loss_cls: 0.1523, s0.acc: 94.2964, s0.loss_bbox: 0.0896, s0.loss_mask: 0.1947, s1.loss_cls: 0.0708, s1.acc: 94.7945, s1.loss_bbox: 0.0997, s1.loss_mask: 0.0918, s2.loss_cls: 0.0358, s2.acc: 94.6527, s2.loss_bbox: 0.0646, s2.loss_mask: 0.0429, loss: 1.0543 2022-06-07 18:56:37,115 - mmdet - INFO - Epoch [23][2450/7330] lr: 1.000e-04, eta: 1 day, 17:08:48, time: 1.470, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0247, loss_semantic_seg: 0.1644, s0.loss_cls: 0.1486, s0.acc: 94.5361, s0.loss_bbox: 0.0873, s0.loss_mask: 0.1902, s1.loss_cls: 0.0682, s1.acc: 95.0512, s1.loss_bbox: 0.0979, s1.loss_mask: 0.0892, s2.loss_cls: 0.0349, s2.acc: 94.8139, s2.loss_bbox: 0.0624, s2.loss_mask: 0.0422, loss: 1.0295 2022-06-07 18:57:50,412 - mmdet - INFO - Epoch [23][2500/7330] lr: 1.000e-04, eta: 1 day, 17:07:34, time: 1.466, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0185, loss_rpn_bbox: 0.0249, loss_semantic_seg: 0.1669, s0.loss_cls: 0.1517, s0.acc: 94.4124, s0.loss_bbox: 0.0843, s0.loss_mask: 0.1826, s1.loss_cls: 0.0693, s1.acc: 94.8756, s1.loss_bbox: 0.0934, s1.loss_mask: 0.0862, s2.loss_cls: 0.0355, s2.acc: 94.6799, s2.loss_bbox: 0.0612, s2.loss_mask: 0.0407, loss: 1.0151 2022-06-07 18:59:03,541 - mmdet - INFO - Epoch [23][2550/7330] lr: 1.000e-04, eta: 1 day, 17:06:19, time: 1.462, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0264, loss_semantic_seg: 0.1616, s0.loss_cls: 0.1521, s0.acc: 94.4133, s0.loss_bbox: 0.0873, s0.loss_mask: 0.1884, s1.loss_cls: 0.0706, s1.acc: 94.8361, s1.loss_bbox: 0.0990, s1.loss_mask: 0.0892, s2.loss_cls: 0.0359, s2.acc: 94.6022, s2.loss_bbox: 0.0653, s2.loss_mask: 0.0422, loss: 1.0390 2022-06-07 19:00:17,385 - mmdet - INFO - Epoch [23][2600/7330] lr: 1.000e-04, eta: 1 day, 17:05:05, time: 1.477, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0263, loss_semantic_seg: 0.1672, s0.loss_cls: 0.1466, s0.acc: 94.6177, s0.loss_bbox: 0.0817, s0.loss_mask: 0.1841, s1.loss_cls: 0.0673, s1.acc: 95.0450, s1.loss_bbox: 0.0906, s1.loss_mask: 0.0859, s2.loss_cls: 0.0340, s2.acc: 94.8801, s2.loss_bbox: 0.0592, s2.loss_mask: 0.0404, loss: 1.0032 2022-06-07 19:01:31,094 - mmdet - INFO - Epoch [23][2650/7330] lr: 1.000e-04, eta: 1 day, 17:03:51, time: 1.474, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0181, loss_rpn_bbox: 0.0251, loss_semantic_seg: 0.1695, s0.loss_cls: 0.1533, s0.acc: 94.4988, s0.loss_bbox: 0.0846, s0.loss_mask: 0.1876, s1.loss_cls: 0.0697, s1.acc: 95.0561, s1.loss_bbox: 0.0958, s1.loss_mask: 0.0890, s2.loss_cls: 0.0359, s2.acc: 94.8779, s2.loss_bbox: 0.0633, s2.loss_mask: 0.0419, loss: 1.0338 2022-06-07 19:02:44,785 - mmdet - INFO - Epoch [23][2700/7330] lr: 1.000e-04, eta: 1 day, 17:02:37, time: 1.474, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0190, loss_rpn_bbox: 0.0255, loss_semantic_seg: 0.1673, s0.loss_cls: 0.1486, s0.acc: 94.6018, s0.loss_bbox: 0.0872, s0.loss_mask: 0.1889, s1.loss_cls: 0.0693, s1.acc: 94.8971, s1.loss_bbox: 0.0961, s1.loss_mask: 0.0896, s2.loss_cls: 0.0354, s2.acc: 94.6898, s2.loss_bbox: 0.0619, s2.loss_mask: 0.0422, loss: 1.0309 2022-06-07 19:03:57,566 - mmdet - INFO - Epoch [23][2750/7330] lr: 1.000e-04, eta: 1 day, 17:01:23, time: 1.456, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0263, loss_semantic_seg: 0.1654, s0.loss_cls: 0.1595, s0.acc: 94.1948, s0.loss_bbox: 0.0870, s0.loss_mask: 0.1927, s1.loss_cls: 0.0739, s1.acc: 94.6736, s1.loss_bbox: 0.0979, s1.loss_mask: 0.0915, s2.loss_cls: 0.0377, s2.acc: 94.5251, s2.loss_bbox: 0.0636, s2.loss_mask: 0.0435, loss: 1.0596 2022-06-07 19:05:11,406 - mmdet - INFO - Epoch [23][2800/7330] lr: 1.000e-04, eta: 1 day, 17:00:09, time: 1.477, data_time: 0.012, memory: 64799, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0266, loss_semantic_seg: 0.1609, s0.loss_cls: 0.1556, s0.acc: 94.3215, s0.loss_bbox: 0.0909, s0.loss_mask: 0.1923, s1.loss_cls: 0.0725, s1.acc: 94.7490, s1.loss_bbox: 0.1017, s1.loss_mask: 0.0903, s2.loss_cls: 0.0361, s2.acc: 94.5987, s2.loss_bbox: 0.0671, s2.loss_mask: 0.0422, loss: 1.0563 2022-06-07 19:06:25,035 - mmdet - INFO - Epoch [23][2850/7330] lr: 1.000e-04, eta: 1 day, 16:58:55, time: 1.472, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0282, loss_semantic_seg: 0.1658, s0.loss_cls: 0.1532, s0.acc: 94.2705, s0.loss_bbox: 0.0910, s0.loss_mask: 0.1965, s1.loss_cls: 0.0726, s1.acc: 94.6930, s1.loss_bbox: 0.1007, s1.loss_mask: 0.0918, s2.loss_cls: 0.0374, s2.acc: 94.3947, s2.loss_bbox: 0.0642, s2.loss_mask: 0.0430, loss: 1.0670 2022-06-07 19:07:38,356 - mmdet - INFO - Epoch [23][2900/7330] lr: 1.000e-04, eta: 1 day, 16:57:40, time: 1.467, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0268, loss_semantic_seg: 0.1682, s0.loss_cls: 0.1519, s0.acc: 94.5210, s0.loss_bbox: 0.0854, s0.loss_mask: 0.1820, s1.loss_cls: 0.0693, s1.acc: 95.0295, s1.loss_bbox: 0.0944, s1.loss_mask: 0.0860, s2.loss_cls: 0.0352, s2.acc: 94.9259, s2.loss_bbox: 0.0613, s2.loss_mask: 0.0405, loss: 1.0205 2022-06-07 19:08:51,574 - mmdet - INFO - Epoch [23][2950/7330] lr: 1.000e-04, eta: 1 day, 16:56:26, time: 1.464, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0193, loss_rpn_bbox: 0.0279, loss_semantic_seg: 0.1651, s0.loss_cls: 0.1545, s0.acc: 94.3125, s0.loss_bbox: 0.0880, s0.loss_mask: 0.1923, s1.loss_cls: 0.0724, s1.acc: 94.7146, s1.loss_bbox: 0.0961, s1.loss_mask: 0.0900, s2.loss_cls: 0.0366, s2.acc: 94.5129, s2.loss_bbox: 0.0625, s2.loss_mask: 0.0424, loss: 1.0472 2022-06-07 19:10:04,785 - mmdet - INFO - Epoch [23][3000/7330] lr: 1.000e-04, eta: 1 day, 16:55:11, time: 1.464, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0274, loss_semantic_seg: 0.1652, s0.loss_cls: 0.1582, s0.acc: 94.1931, s0.loss_bbox: 0.0912, s0.loss_mask: 0.1951, s1.loss_cls: 0.0725, s1.acc: 94.6700, s1.loss_bbox: 0.1044, s1.loss_mask: 0.0928, s2.loss_cls: 0.0379, s2.acc: 94.3048, s2.loss_bbox: 0.0676, s2.loss_mask: 0.0437, loss: 1.0760 2022-06-07 19:11:17,775 - mmdet - INFO - Epoch [23][3050/7330] lr: 1.000e-04, eta: 1 day, 16:53:57, time: 1.460, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0243, loss_semantic_seg: 0.1682, s0.loss_cls: 0.1540, s0.acc: 94.2974, s0.loss_bbox: 0.0871, s0.loss_mask: 0.1887, s1.loss_cls: 0.0703, s1.acc: 94.7803, s1.loss_bbox: 0.0966, s1.loss_mask: 0.0881, s2.loss_cls: 0.0352, s2.acc: 94.7818, s2.loss_bbox: 0.0631, s2.loss_mask: 0.0416, loss: 1.0375 2022-06-07 19:12:30,404 - mmdet - INFO - Epoch [23][3100/7330] lr: 1.000e-04, eta: 1 day, 16:52:42, time: 1.453, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0250, loss_semantic_seg: 0.1704, s0.loss_cls: 0.1429, s0.acc: 94.7534, s0.loss_bbox: 0.0842, s0.loss_mask: 0.1907, s1.loss_cls: 0.0652, s1.acc: 95.1938, s1.loss_bbox: 0.0948, s1.loss_mask: 0.0900, s2.loss_cls: 0.0332, s2.acc: 95.0354, s2.loss_bbox: 0.0619, s2.loss_mask: 0.0424, loss: 1.0206 2022-06-07 19:13:43,987 - mmdet - INFO - Epoch [23][3150/7330] lr: 1.000e-04, eta: 1 day, 16:51:28, time: 1.471, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0254, loss_semantic_seg: 0.1623, s0.loss_cls: 0.1515, s0.acc: 94.3718, s0.loss_bbox: 0.0861, s0.loss_mask: 0.1959, s1.loss_cls: 0.0713, s1.acc: 94.7672, s1.loss_bbox: 0.0973, s1.loss_mask: 0.0920, s2.loss_cls: 0.0365, s2.acc: 94.5059, s2.loss_bbox: 0.0629, s2.loss_mask: 0.0433, loss: 1.0448 2022-06-07 19:14:57,551 - mmdet - INFO - Epoch [23][3200/7330] lr: 1.000e-04, eta: 1 day, 16:50:14, time: 1.472, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0271, loss_semantic_seg: 0.1717, s0.loss_cls: 0.1611, s0.acc: 94.1484, s0.loss_bbox: 0.0917, s0.loss_mask: 0.1912, s1.loss_cls: 0.0741, s1.acc: 94.6093, s1.loss_bbox: 0.1037, s1.loss_mask: 0.0897, s2.loss_cls: 0.0380, s2.acc: 94.4409, s2.loss_bbox: 0.0673, s2.loss_mask: 0.0420, loss: 1.0791 2022-06-07 19:16:12,133 - mmdet - INFO - Epoch [23][3250/7330] lr: 1.000e-04, eta: 1 day, 16:49:00, time: 1.491, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0278, loss_semantic_seg: 0.1661, s0.loss_cls: 0.1612, s0.acc: 94.0386, s0.loss_bbox: 0.0918, s0.loss_mask: 0.1982, s1.loss_cls: 0.0750, s1.acc: 94.5017, s1.loss_bbox: 0.1006, s1.loss_mask: 0.0935, s2.loss_cls: 0.0384, s2.acc: 94.2921, s2.loss_bbox: 0.0642, s2.loss_mask: 0.0439, loss: 1.0826 2022-06-07 19:17:24,205 - mmdet - INFO - Epoch [23][3300/7330] lr: 1.000e-04, eta: 1 day, 16:47:45, time: 1.442, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0270, loss_semantic_seg: 0.1687, s0.loss_cls: 0.1606, s0.acc: 94.2068, s0.loss_bbox: 0.0904, s0.loss_mask: 0.1927, s1.loss_cls: 0.0739, s1.acc: 94.6792, s1.loss_bbox: 0.0976, s1.loss_mask: 0.0910, s2.loss_cls: 0.0369, s2.acc: 94.5885, s2.loss_bbox: 0.0620, s2.loss_mask: 0.0429, loss: 1.0654 2022-06-07 19:18:36,856 - mmdet - INFO - Epoch [23][3350/7330] lr: 1.000e-04, eta: 1 day, 16:46:31, time: 1.453, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0280, loss_semantic_seg: 0.1616, s0.loss_cls: 0.1471, s0.acc: 94.4976, s0.loss_bbox: 0.0867, s0.loss_mask: 0.1912, s1.loss_cls: 0.0661, s1.acc: 95.0525, s1.loss_bbox: 0.0962, s1.loss_mask: 0.0906, s2.loss_cls: 0.0340, s2.acc: 94.9252, s2.loss_bbox: 0.0633, s2.loss_mask: 0.0431, loss: 1.0298 2022-06-07 19:19:50,182 - mmdet - INFO - Epoch [23][3400/7330] lr: 1.000e-04, eta: 1 day, 16:45:16, time: 1.467, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0273, loss_semantic_seg: 0.1685, s0.loss_cls: 0.1532, s0.acc: 94.4143, s0.loss_bbox: 0.0866, s0.loss_mask: 0.1871, s1.loss_cls: 0.0708, s1.acc: 94.8979, s1.loss_bbox: 0.0939, s1.loss_mask: 0.0877, s2.loss_cls: 0.0353, s2.acc: 94.7202, s2.loss_bbox: 0.0598, s2.loss_mask: 0.0415, loss: 1.0351 2022-06-07 19:21:03,389 - mmdet - INFO - Epoch [23][3450/7330] lr: 1.000e-04, eta: 1 day, 16:44:02, time: 1.464, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0177, loss_rpn_bbox: 0.0253, loss_semantic_seg: 0.1598, s0.loss_cls: 0.1438, s0.acc: 94.6125, s0.loss_bbox: 0.0861, s0.loss_mask: 0.1912, s1.loss_cls: 0.0659, s1.acc: 95.1050, s1.loss_bbox: 0.0973, s1.loss_mask: 0.0905, s2.loss_cls: 0.0337, s2.acc: 94.9357, s2.loss_bbox: 0.0634, s2.loss_mask: 0.0429, loss: 1.0175 2022-06-07 19:22:17,019 - mmdet - INFO - Epoch [23][3500/7330] lr: 1.000e-04, eta: 1 day, 16:42:48, time: 1.473, data_time: 0.012, memory: 64799, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0281, loss_semantic_seg: 0.1685, s0.loss_cls: 0.1693, s0.acc: 93.9744, s0.loss_bbox: 0.0910, s0.loss_mask: 0.1917, s1.loss_cls: 0.0789, s1.acc: 94.4050, s1.loss_bbox: 0.1007, s1.loss_mask: 0.0893, s2.loss_cls: 0.0401, s2.acc: 94.2416, s2.loss_bbox: 0.0639, s2.loss_mask: 0.0418, loss: 1.0865 2022-06-07 19:23:30,083 - mmdet - INFO - Epoch [23][3550/7330] lr: 1.000e-04, eta: 1 day, 16:41:33, time: 1.459, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0271, loss_semantic_seg: 0.1744, s0.loss_cls: 0.1514, s0.acc: 94.4519, s0.loss_bbox: 0.0890, s0.loss_mask: 0.1938, s1.loss_cls: 0.0699, s1.acc: 94.9062, s1.loss_bbox: 0.0975, s1.loss_mask: 0.0916, s2.loss_cls: 0.0355, s2.acc: 94.6585, s2.loss_bbox: 0.0628, s2.loss_mask: 0.0432, loss: 1.0568 2022-06-07 19:24:43,163 - mmdet - INFO - Epoch [23][3600/7330] lr: 1.000e-04, eta: 1 day, 16:40:19, time: 1.463, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0192, loss_rpn_bbox: 0.0268, loss_semantic_seg: 0.1680, s0.loss_cls: 0.1504, s0.acc: 94.5012, s0.loss_bbox: 0.0879, s0.loss_mask: 0.1878, s1.loss_cls: 0.0692, s1.acc: 94.8970, s1.loss_bbox: 0.0956, s1.loss_mask: 0.0883, s2.loss_cls: 0.0352, s2.acc: 94.8693, s2.loss_bbox: 0.0626, s2.loss_mask: 0.0418, loss: 1.0329 2022-06-07 19:25:56,745 - mmdet - INFO - Epoch [23][3650/7330] lr: 1.000e-04, eta: 1 day, 16:39:05, time: 1.472, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0251, loss_semantic_seg: 0.1684, s0.loss_cls: 0.1486, s0.acc: 94.5847, s0.loss_bbox: 0.0837, s0.loss_mask: 0.1852, s1.loss_cls: 0.0685, s1.acc: 95.0129, s1.loss_bbox: 0.0949, s1.loss_mask: 0.0883, s2.loss_cls: 0.0349, s2.acc: 94.8519, s2.loss_bbox: 0.0630, s2.loss_mask: 0.0422, loss: 1.0229 2022-06-07 19:27:09,449 - mmdet - INFO - Epoch [23][3700/7330] lr: 1.000e-04, eta: 1 day, 16:37:50, time: 1.454, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0266, loss_semantic_seg: 0.1740, s0.loss_cls: 0.1493, s0.acc: 94.4167, s0.loss_bbox: 0.0863, s0.loss_mask: 0.1863, s1.loss_cls: 0.0683, s1.acc: 94.9538, s1.loss_bbox: 0.0963, s1.loss_mask: 0.0875, s2.loss_cls: 0.0356, s2.acc: 94.6719, s2.loss_bbox: 0.0621, s2.loss_mask: 0.0409, loss: 1.0335 2022-06-07 19:28:21,463 - mmdet - INFO - Epoch [23][3750/7330] lr: 1.000e-04, eta: 1 day, 16:36:35, time: 1.440, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0251, loss_semantic_seg: 0.1723, s0.loss_cls: 0.1501, s0.acc: 94.4812, s0.loss_bbox: 0.0859, s0.loss_mask: 0.1927, s1.loss_cls: 0.0686, s1.acc: 94.9140, s1.loss_bbox: 0.0948, s1.loss_mask: 0.0910, s2.loss_cls: 0.0350, s2.acc: 94.7423, s2.loss_bbox: 0.0600, s2.loss_mask: 0.0432, loss: 1.0396 2022-06-07 19:29:35,085 - mmdet - INFO - Epoch [23][3800/7330] lr: 1.000e-04, eta: 1 day, 16:35:21, time: 1.472, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0277, loss_semantic_seg: 0.1652, s0.loss_cls: 0.1505, s0.acc: 94.5100, s0.loss_bbox: 0.0862, s0.loss_mask: 0.1902, s1.loss_cls: 0.0694, s1.acc: 94.9819, s1.loss_bbox: 0.0957, s1.loss_mask: 0.0897, s2.loss_cls: 0.0352, s2.acc: 94.8048, s2.loss_bbox: 0.0628, s2.loss_mask: 0.0418, loss: 1.0341 2022-06-07 19:30:47,835 - mmdet - INFO - Epoch [23][3850/7330] lr: 1.000e-04, eta: 1 day, 16:34:06, time: 1.456, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0263, loss_semantic_seg: 0.1679, s0.loss_cls: 0.1462, s0.acc: 94.5835, s0.loss_bbox: 0.0846, s0.loss_mask: 0.1912, s1.loss_cls: 0.0675, s1.acc: 95.0151, s1.loss_bbox: 0.0942, s1.loss_mask: 0.0906, s2.loss_cls: 0.0344, s2.acc: 94.9118, s2.loss_bbox: 0.0618, s2.loss_mask: 0.0428, loss: 1.0283 2022-06-07 19:32:00,786 - mmdet - INFO - Epoch [23][3900/7330] lr: 1.000e-04, eta: 1 day, 16:32:52, time: 1.459, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0194, loss_rpn_bbox: 0.0261, loss_semantic_seg: 0.1767, s0.loss_cls: 0.1517, s0.acc: 94.4363, s0.loss_bbox: 0.0899, s0.loss_mask: 0.1928, s1.loss_cls: 0.0703, s1.acc: 94.8115, s1.loss_bbox: 0.1014, s1.loss_mask: 0.0908, s2.loss_cls: 0.0359, s2.acc: 94.6223, s2.loss_bbox: 0.0640, s2.loss_mask: 0.0424, loss: 1.0616 2022-06-07 19:33:12,493 - mmdet - INFO - Epoch [23][3950/7330] lr: 1.000e-04, eta: 1 day, 16:31:36, time: 1.434, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0193, loss_rpn_bbox: 0.0254, loss_semantic_seg: 0.1697, s0.loss_cls: 0.1492, s0.acc: 94.6221, s0.loss_bbox: 0.0842, s0.loss_mask: 0.1909, s1.loss_cls: 0.0682, s1.acc: 95.0692, s1.loss_bbox: 0.0944, s1.loss_mask: 0.0893, s2.loss_cls: 0.0356, s2.acc: 94.8085, s2.loss_bbox: 0.0613, s2.loss_mask: 0.0418, loss: 1.0292 2022-06-07 19:34:26,128 - mmdet - INFO - Epoch [23][4000/7330] lr: 1.000e-04, eta: 1 day, 16:30:22, time: 1.473, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0257, loss_semantic_seg: 0.1673, s0.loss_cls: 0.1510, s0.acc: 94.4797, s0.loss_bbox: 0.0838, s0.loss_mask: 0.1895, s1.loss_cls: 0.0684, s1.acc: 95.0257, s1.loss_bbox: 0.0945, s1.loss_mask: 0.0898, s2.loss_cls: 0.0350, s2.acc: 94.9155, s2.loss_bbox: 0.0624, s2.loss_mask: 0.0421, loss: 1.0289 2022-06-07 19:35:38,999 - mmdet - INFO - Epoch [23][4050/7330] lr: 1.000e-04, eta: 1 day, 16:29:08, time: 1.457, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0177, loss_rpn_bbox: 0.0244, loss_semantic_seg: 0.1654, s0.loss_cls: 0.1469, s0.acc: 94.6001, s0.loss_bbox: 0.0865, s0.loss_mask: 0.1892, s1.loss_cls: 0.0669, s1.acc: 95.1589, s1.loss_bbox: 0.0962, s1.loss_mask: 0.0888, s2.loss_cls: 0.0339, s2.acc: 94.9872, s2.loss_bbox: 0.0630, s2.loss_mask: 0.0420, loss: 1.0210 2022-06-07 19:36:50,745 - mmdet - INFO - Epoch [23][4100/7330] lr: 1.000e-04, eta: 1 day, 16:27:53, time: 1.435, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0266, loss_semantic_seg: 0.1757, s0.loss_cls: 0.1529, s0.acc: 94.3391, s0.loss_bbox: 0.0901, s0.loss_mask: 0.1964, s1.loss_cls: 0.0710, s1.acc: 94.7449, s1.loss_bbox: 0.1006, s1.loss_mask: 0.0918, s2.loss_cls: 0.0363, s2.acc: 94.3881, s2.loss_bbox: 0.0645, s2.loss_mask: 0.0433, loss: 1.0687 2022-06-07 19:38:03,259 - mmdet - INFO - Epoch [23][4150/7330] lr: 1.000e-04, eta: 1 day, 16:26:38, time: 1.450, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0177, loss_rpn_bbox: 0.0255, loss_semantic_seg: 0.1663, s0.loss_cls: 0.1465, s0.acc: 94.6333, s0.loss_bbox: 0.0855, s0.loss_mask: 0.1961, s1.loss_cls: 0.0663, s1.acc: 95.2477, s1.loss_bbox: 0.0944, s1.loss_mask: 0.0932, s2.loss_cls: 0.0336, s2.acc: 95.0904, s2.loss_bbox: 0.0631, s2.loss_mask: 0.0440, loss: 1.0320 2022-06-07 19:39:16,153 - mmdet - INFO - Epoch [23][4200/7330] lr: 1.000e-04, eta: 1 day, 16:25:23, time: 1.458, data_time: 0.023, memory: 64799, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0256, loss_semantic_seg: 0.1635, s0.loss_cls: 0.1532, s0.acc: 94.3862, s0.loss_bbox: 0.0841, s0.loss_mask: 0.1888, s1.loss_cls: 0.0704, s1.acc: 94.9152, s1.loss_bbox: 0.0958, s1.loss_mask: 0.0894, s2.loss_cls: 0.0351, s2.acc: 94.8555, s2.loss_bbox: 0.0645, s2.loss_mask: 0.0426, loss: 1.0346 2022-06-07 19:40:27,984 - mmdet - INFO - Epoch [23][4250/7330] lr: 1.000e-04, eta: 1 day, 16:24:08, time: 1.437, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0264, loss_semantic_seg: 0.1649, s0.loss_cls: 0.1463, s0.acc: 94.6116, s0.loss_bbox: 0.0879, s0.loss_mask: 0.1978, s1.loss_cls: 0.0671, s1.acc: 95.0767, s1.loss_bbox: 0.0980, s1.loss_mask: 0.0933, s2.loss_cls: 0.0349, s2.acc: 94.8150, s2.loss_bbox: 0.0650, s2.loss_mask: 0.0443, loss: 1.0466 2022-06-07 19:41:39,979 - mmdet - INFO - Epoch [23][4300/7330] lr: 1.000e-04, eta: 1 day, 16:22:53, time: 1.439, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0192, loss_rpn_bbox: 0.0260, loss_semantic_seg: 0.1701, s0.loss_cls: 0.1417, s0.acc: 94.6267, s0.loss_bbox: 0.0867, s0.loss_mask: 0.1891, s1.loss_cls: 0.0647, s1.acc: 95.1100, s1.loss_bbox: 0.0963, s1.loss_mask: 0.0892, s2.loss_cls: 0.0336, s2.acc: 94.9855, s2.loss_bbox: 0.0613, s2.loss_mask: 0.0419, loss: 1.0198 2022-06-07 19:42:51,757 - mmdet - INFO - Epoch [23][4350/7330] lr: 1.000e-04, eta: 1 day, 16:21:38, time: 1.436, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0286, loss_semantic_seg: 0.1683, s0.loss_cls: 0.1467, s0.acc: 94.5242, s0.loss_bbox: 0.0856, s0.loss_mask: 0.1921, s1.loss_cls: 0.0668, s1.acc: 95.0966, s1.loss_bbox: 0.0964, s1.loss_mask: 0.0907, s2.loss_cls: 0.0342, s2.acc: 94.8849, s2.loss_bbox: 0.0624, s2.loss_mask: 0.0428, loss: 1.0352 2022-06-07 19:44:03,300 - mmdet - INFO - Epoch [23][4400/7330] lr: 1.000e-04, eta: 1 day, 16:20:22, time: 1.431, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0182, loss_rpn_bbox: 0.0245, loss_semantic_seg: 0.1585, s0.loss_cls: 0.1323, s0.acc: 95.0598, s0.loss_bbox: 0.0785, s0.loss_mask: 0.1889, s1.loss_cls: 0.0606, s1.acc: 95.5238, s1.loss_bbox: 0.0887, s1.loss_mask: 0.0892, s2.loss_cls: 0.0309, s2.acc: 95.2861, s2.loss_bbox: 0.0572, s2.loss_mask: 0.0418, loss: 0.9694 2022-06-07 19:45:16,576 - mmdet - INFO - Epoch [23][4450/7330] lr: 1.000e-04, eta: 1 day, 16:19:08, time: 1.465, data_time: 0.020, memory: 64799, loss_rpn_cls: 0.0189, loss_rpn_bbox: 0.0267, loss_semantic_seg: 0.1720, s0.loss_cls: 0.1369, s0.acc: 94.9043, s0.loss_bbox: 0.0799, s0.loss_mask: 0.1809, s1.loss_cls: 0.0618, s1.acc: 95.4134, s1.loss_bbox: 0.0863, s1.loss_mask: 0.0854, s2.loss_cls: 0.0319, s2.acc: 95.1596, s2.loss_bbox: 0.0566, s2.loss_mask: 0.0405, loss: 0.9778 2022-06-07 19:46:29,195 - mmdet - INFO - Epoch [23][4500/7330] lr: 1.000e-04, eta: 1 day, 16:17:53, time: 1.453, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0259, loss_semantic_seg: 0.1676, s0.loss_cls: 0.1428, s0.acc: 94.6599, s0.loss_bbox: 0.0872, s0.loss_mask: 0.1948, s1.loss_cls: 0.0650, s1.acc: 95.2008, s1.loss_bbox: 0.0966, s1.loss_mask: 0.0922, s2.loss_cls: 0.0337, s2.acc: 94.9123, s2.loss_bbox: 0.0627, s2.loss_mask: 0.0435, loss: 1.0329 2022-06-07 19:47:41,826 - mmdet - INFO - Epoch [23][4550/7330] lr: 1.000e-04, eta: 1 day, 16:16:39, time: 1.453, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0275, loss_semantic_seg: 0.1663, s0.loss_cls: 0.1524, s0.acc: 94.4861, s0.loss_bbox: 0.0889, s0.loss_mask: 0.1991, s1.loss_cls: 0.0704, s1.acc: 94.9846, s1.loss_bbox: 0.0999, s1.loss_mask: 0.0936, s2.loss_cls: 0.0358, s2.acc: 94.7714, s2.loss_bbox: 0.0629, s2.loss_mask: 0.0441, loss: 1.0635 2022-06-07 19:48:54,101 - mmdet - INFO - Epoch [23][4600/7330] lr: 1.000e-04, eta: 1 day, 16:15:24, time: 1.445, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0284, loss_semantic_seg: 0.1707, s0.loss_cls: 0.1506, s0.acc: 94.4177, s0.loss_bbox: 0.0899, s0.loss_mask: 0.1938, s1.loss_cls: 0.0690, s1.acc: 95.0242, s1.loss_bbox: 0.0977, s1.loss_mask: 0.0913, s2.loss_cls: 0.0355, s2.acc: 94.7343, s2.loss_bbox: 0.0639, s2.loss_mask: 0.0430, loss: 1.0548 2022-06-07 19:50:06,704 - mmdet - INFO - Epoch [23][4650/7330] lr: 1.000e-04, eta: 1 day, 16:14:09, time: 1.452, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0262, loss_semantic_seg: 0.1650, s0.loss_cls: 0.1466, s0.acc: 94.6746, s0.loss_bbox: 0.0847, s0.loss_mask: 0.1871, s1.loss_cls: 0.0659, s1.acc: 95.2483, s1.loss_bbox: 0.0929, s1.loss_mask: 0.0882, s2.loss_cls: 0.0341, s2.acc: 95.0501, s2.loss_bbox: 0.0605, s2.loss_mask: 0.0417, loss: 1.0144 2022-06-07 19:51:19,459 - mmdet - INFO - Epoch [23][4700/7330] lr: 1.000e-04, eta: 1 day, 16:12:54, time: 1.454, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0181, loss_rpn_bbox: 0.0250, loss_semantic_seg: 0.1546, s0.loss_cls: 0.1315, s0.acc: 95.0906, s0.loss_bbox: 0.0795, s0.loss_mask: 0.1829, s1.loss_cls: 0.0599, s1.acc: 95.5584, s1.loss_bbox: 0.0891, s1.loss_mask: 0.0865, s2.loss_cls: 0.0310, s2.acc: 95.3532, s2.loss_bbox: 0.0596, s2.loss_mask: 0.0412, loss: 0.9589 2022-06-07 19:52:32,969 - mmdet - INFO - Epoch [23][4750/7330] lr: 1.000e-04, eta: 1 day, 16:11:40, time: 1.471, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0259, loss_semantic_seg: 0.1757, s0.loss_cls: 0.1498, s0.acc: 94.6101, s0.loss_bbox: 0.0834, s0.loss_mask: 0.1859, s1.loss_cls: 0.0692, s1.acc: 95.0583, s1.loss_bbox: 0.0937, s1.loss_mask: 0.0872, s2.loss_cls: 0.0350, s2.acc: 94.8224, s2.loss_bbox: 0.0611, s2.loss_mask: 0.0413, loss: 1.0278 2022-06-07 19:53:45,540 - mmdet - INFO - Epoch [23][4800/7330] lr: 1.000e-04, eta: 1 day, 16:10:26, time: 1.451, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0264, loss_semantic_seg: 0.1706, s0.loss_cls: 0.1495, s0.acc: 94.5559, s0.loss_bbox: 0.0874, s0.loss_mask: 0.1910, s1.loss_cls: 0.0687, s1.acc: 94.9692, s1.loss_bbox: 0.0941, s1.loss_mask: 0.0898, s2.loss_cls: 0.0350, s2.acc: 94.8902, s2.loss_bbox: 0.0605, s2.loss_mask: 0.0427, loss: 1.0363 2022-06-07 19:54:57,258 - mmdet - INFO - Epoch [23][4850/7330] lr: 1.000e-04, eta: 1 day, 16:09:10, time: 1.434, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0252, loss_semantic_seg: 0.1694, s0.loss_cls: 0.1502, s0.acc: 94.7551, s0.loss_bbox: 0.0839, s0.loss_mask: 0.1903, s1.loss_cls: 0.0685, s1.acc: 95.3019, s1.loss_bbox: 0.0923, s1.loss_mask: 0.0892, s2.loss_cls: 0.0348, s2.acc: 95.0691, s2.loss_bbox: 0.0605, s2.loss_mask: 0.0421, loss: 1.0258 2022-06-07 19:56:10,122 - mmdet - INFO - Epoch [23][4900/7330] lr: 1.000e-04, eta: 1 day, 16:07:56, time: 1.457, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0184, loss_rpn_bbox: 0.0253, loss_semantic_seg: 0.1611, s0.loss_cls: 0.1426, s0.acc: 94.7578, s0.loss_bbox: 0.0827, s0.loss_mask: 0.1835, s1.loss_cls: 0.0655, s1.acc: 95.2274, s1.loss_bbox: 0.0899, s1.loss_mask: 0.0859, s2.loss_cls: 0.0336, s2.acc: 94.9888, s2.loss_bbox: 0.0588, s2.loss_mask: 0.0407, loss: 0.9882 2022-06-07 19:57:22,536 - mmdet - INFO - Epoch [23][4950/7330] lr: 1.000e-04, eta: 1 day, 16:06:41, time: 1.448, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0263, loss_semantic_seg: 0.1714, s0.loss_cls: 0.1548, s0.acc: 94.3469, s0.loss_bbox: 0.0865, s0.loss_mask: 0.1951, s1.loss_cls: 0.0704, s1.acc: 94.9370, s1.loss_bbox: 0.0974, s1.loss_mask: 0.0919, s2.loss_cls: 0.0359, s2.acc: 94.7831, s2.loss_bbox: 0.0631, s2.loss_mask: 0.0436, loss: 1.0567 2022-06-07 19:58:34,985 - mmdet - INFO - Epoch [23][5000/7330] lr: 1.000e-04, eta: 1 day, 16:05:26, time: 1.449, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0276, loss_semantic_seg: 0.1692, s0.loss_cls: 0.1550, s0.acc: 94.3257, s0.loss_bbox: 0.0873, s0.loss_mask: 0.1901, s1.loss_cls: 0.0710, s1.acc: 94.8110, s1.loss_bbox: 0.0979, s1.loss_mask: 0.0892, s2.loss_cls: 0.0361, s2.acc: 94.5599, s2.loss_bbox: 0.0641, s2.loss_mask: 0.0422, loss: 1.0499 2022-06-07 19:59:48,527 - mmdet - INFO - Epoch [23][5050/7330] lr: 1.000e-04, eta: 1 day, 16:04:12, time: 1.471, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0265, loss_semantic_seg: 0.1718, s0.loss_cls: 0.1482, s0.acc: 94.5654, s0.loss_bbox: 0.0855, s0.loss_mask: 0.1881, s1.loss_cls: 0.0674, s1.acc: 95.1192, s1.loss_bbox: 0.0947, s1.loss_mask: 0.0882, s2.loss_cls: 0.0343, s2.acc: 95.0185, s2.loss_bbox: 0.0605, s2.loss_mask: 0.0415, loss: 1.0280 2022-06-07 20:01:01,164 - mmdet - INFO - Epoch [23][5100/7330] lr: 1.000e-04, eta: 1 day, 16:02:57, time: 1.452, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0269, loss_semantic_seg: 0.1613, s0.loss_cls: 0.1489, s0.acc: 94.5156, s0.loss_bbox: 0.0867, s0.loss_mask: 0.1899, s1.loss_cls: 0.0686, s1.acc: 94.9965, s1.loss_bbox: 0.0944, s1.loss_mask: 0.0895, s2.loss_cls: 0.0350, s2.acc: 94.8513, s2.loss_bbox: 0.0609, s2.loss_mask: 0.0422, loss: 1.0249 2022-06-07 20:02:14,496 - mmdet - INFO - Epoch [23][5150/7330] lr: 1.000e-04, eta: 1 day, 16:01:43, time: 1.467, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0278, loss_semantic_seg: 0.1682, s0.loss_cls: 0.1530, s0.acc: 94.3665, s0.loss_bbox: 0.0870, s0.loss_mask: 0.1883, s1.loss_cls: 0.0703, s1.acc: 94.7397, s1.loss_bbox: 0.0968, s1.loss_mask: 0.0895, s2.loss_cls: 0.0364, s2.acc: 94.5041, s2.loss_bbox: 0.0625, s2.loss_mask: 0.0424, loss: 1.0422 2022-06-07 20:03:26,947 - mmdet - INFO - Epoch [23][5200/7330] lr: 1.000e-04, eta: 1 day, 16:00:28, time: 1.449, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0260, loss_semantic_seg: 0.1701, s0.loss_cls: 0.1464, s0.acc: 94.5085, s0.loss_bbox: 0.0841, s0.loss_mask: 0.1958, s1.loss_cls: 0.0680, s1.acc: 94.9494, s1.loss_bbox: 0.0961, s1.loss_mask: 0.0929, s2.loss_cls: 0.0349, s2.acc: 94.6963, s2.loss_bbox: 0.0622, s2.loss_mask: 0.0439, loss: 1.0415 2022-06-07 20:04:39,047 - mmdet - INFO - Epoch [23][5250/7330] lr: 1.000e-04, eta: 1 day, 15:59:13, time: 1.442, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0192, loss_rpn_bbox: 0.0254, loss_semantic_seg: 0.1627, s0.loss_cls: 0.1471, s0.acc: 94.5505, s0.loss_bbox: 0.0849, s0.loss_mask: 0.1876, s1.loss_cls: 0.0678, s1.acc: 95.0166, s1.loss_bbox: 0.0955, s1.loss_mask: 0.0885, s2.loss_cls: 0.0343, s2.acc: 94.8765, s2.loss_bbox: 0.0619, s2.loss_mask: 0.0420, loss: 1.0170 2022-06-07 20:05:51,006 - mmdet - INFO - Epoch [23][5300/7330] lr: 1.000e-04, eta: 1 day, 15:57:58, time: 1.440, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0188, loss_rpn_bbox: 0.0272, loss_semantic_seg: 0.1641, s0.loss_cls: 0.1458, s0.acc: 94.6350, s0.loss_bbox: 0.0854, s0.loss_mask: 0.1920, s1.loss_cls: 0.0671, s1.acc: 95.1778, s1.loss_bbox: 0.0956, s1.loss_mask: 0.0905, s2.loss_cls: 0.0345, s2.acc: 94.8894, s2.loss_bbox: 0.0622, s2.loss_mask: 0.0429, loss: 1.0261 2022-06-07 20:07:03,480 - mmdet - INFO - Epoch [23][5350/7330] lr: 1.000e-04, eta: 1 day, 15:56:44, time: 1.449, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0264, loss_semantic_seg: 0.1731, s0.loss_cls: 0.1448, s0.acc: 94.6440, s0.loss_bbox: 0.0844, s0.loss_mask: 0.1884, s1.loss_cls: 0.0665, s1.acc: 95.1214, s1.loss_bbox: 0.0955, s1.loss_mask: 0.0887, s2.loss_cls: 0.0346, s2.acc: 94.7651, s2.loss_bbox: 0.0617, s2.loss_mask: 0.0418, loss: 1.0278 2022-06-07 20:08:15,427 - mmdet - INFO - Epoch [23][5400/7330] lr: 1.000e-04, eta: 1 day, 15:55:28, time: 1.439, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0297, loss_semantic_seg: 0.1667, s0.loss_cls: 0.1487, s0.acc: 94.4451, s0.loss_bbox: 0.0876, s0.loss_mask: 0.1891, s1.loss_cls: 0.0689, s1.acc: 94.9209, s1.loss_bbox: 0.0950, s1.loss_mask: 0.0888, s2.loss_cls: 0.0353, s2.acc: 94.7124, s2.loss_bbox: 0.0603, s2.loss_mask: 0.0422, loss: 1.0350 2022-06-07 20:09:28,028 - mmdet - INFO - Epoch [23][5450/7330] lr: 1.000e-04, eta: 1 day, 15:54:14, time: 1.452, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0175, loss_rpn_bbox: 0.0245, loss_semantic_seg: 0.1752, s0.loss_cls: 0.1416, s0.acc: 94.7766, s0.loss_bbox: 0.0861, s0.loss_mask: 0.1911, s1.loss_cls: 0.0655, s1.acc: 95.2214, s1.loss_bbox: 0.0979, s1.loss_mask: 0.0905, s2.loss_cls: 0.0335, s2.acc: 95.0566, s2.loss_bbox: 0.0631, s2.loss_mask: 0.0428, loss: 1.0292 2022-06-07 20:10:39,914 - mmdet - INFO - Epoch [23][5500/7330] lr: 1.000e-04, eta: 1 day, 15:52:59, time: 1.438, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0252, loss_semantic_seg: 0.1648, s0.loss_cls: 0.1498, s0.acc: 94.5286, s0.loss_bbox: 0.0856, s0.loss_mask: 0.1879, s1.loss_cls: 0.0685, s1.acc: 95.0176, s1.loss_bbox: 0.0940, s1.loss_mask: 0.0887, s2.loss_cls: 0.0345, s2.acc: 94.8808, s2.loss_bbox: 0.0615, s2.loss_mask: 0.0420, loss: 1.0222 2022-06-07 20:11:51,715 - mmdet - INFO - Epoch [23][5550/7330] lr: 1.000e-04, eta: 1 day, 15:51:43, time: 1.435, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0265, loss_semantic_seg: 0.1699, s0.loss_cls: 0.1438, s0.acc: 94.7444, s0.loss_bbox: 0.0772, s0.loss_mask: 0.1819, s1.loss_cls: 0.0653, s1.acc: 95.2792, s1.loss_bbox: 0.0882, s1.loss_mask: 0.0851, s2.loss_cls: 0.0335, s2.acc: 95.0415, s2.loss_bbox: 0.0587, s2.loss_mask: 0.0401, loss: 0.9898 2022-06-07 20:13:04,097 - mmdet - INFO - Epoch [23][5600/7330] lr: 1.000e-04, eta: 1 day, 15:50:29, time: 1.448, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0259, loss_semantic_seg: 0.1683, s0.loss_cls: 0.1472, s0.acc: 94.6689, s0.loss_bbox: 0.0883, s0.loss_mask: 0.1865, s1.loss_cls: 0.0680, s1.acc: 95.0903, s1.loss_bbox: 0.0970, s1.loss_mask: 0.0883, s2.loss_cls: 0.0351, s2.acc: 94.7977, s2.loss_bbox: 0.0623, s2.loss_mask: 0.0418, loss: 1.0287 2022-06-07 20:14:16,729 - mmdet - INFO - Epoch [23][5650/7330] lr: 1.000e-04, eta: 1 day, 15:49:14, time: 1.453, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0269, loss_semantic_seg: 0.1610, s0.loss_cls: 0.1473, s0.acc: 94.5535, s0.loss_bbox: 0.0854, s0.loss_mask: 0.1918, s1.loss_cls: 0.0673, s1.acc: 94.9749, s1.loss_bbox: 0.0954, s1.loss_mask: 0.0905, s2.loss_cls: 0.0342, s2.acc: 94.8712, s2.loss_bbox: 0.0611, s2.loss_mask: 0.0428, loss: 1.0237 2022-06-07 20:15:29,002 - mmdet - INFO - Epoch [23][5700/7330] lr: 1.000e-04, eta: 1 day, 15:47:59, time: 1.445, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0272, loss_semantic_seg: 0.1666, s0.loss_cls: 0.1514, s0.acc: 94.4841, s0.loss_bbox: 0.0870, s0.loss_mask: 0.1930, s1.loss_cls: 0.0701, s1.acc: 94.9607, s1.loss_bbox: 0.0958, s1.loss_mask: 0.0910, s2.loss_cls: 0.0353, s2.acc: 94.8013, s2.loss_bbox: 0.0611, s2.loss_mask: 0.0432, loss: 1.0427 2022-06-07 20:16:41,137 - mmdet - INFO - Epoch [23][5750/7330] lr: 1.000e-04, eta: 1 day, 15:46:44, time: 1.443, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0269, loss_semantic_seg: 0.1649, s0.loss_cls: 0.1553, s0.acc: 94.3528, s0.loss_bbox: 0.0892, s0.loss_mask: 0.1915, s1.loss_cls: 0.0709, s1.acc: 94.8290, s1.loss_bbox: 0.0960, s1.loss_mask: 0.0897, s2.loss_cls: 0.0358, s2.acc: 94.6065, s2.loss_bbox: 0.0625, s2.loss_mask: 0.0423, loss: 1.0446 2022-06-07 20:17:52,915 - mmdet - INFO - Epoch [23][5800/7330] lr: 1.000e-04, eta: 1 day, 15:45:29, time: 1.436, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0268, loss_semantic_seg: 0.1737, s0.loss_cls: 0.1586, s0.acc: 94.2222, s0.loss_bbox: 0.0888, s0.loss_mask: 0.1919, s1.loss_cls: 0.0736, s1.acc: 94.6528, s1.loss_bbox: 0.0981, s1.loss_mask: 0.0899, s2.loss_cls: 0.0368, s2.acc: 94.5843, s2.loss_bbox: 0.0636, s2.loss_mask: 0.0423, loss: 1.0665 2022-06-07 20:19:05,405 - mmdet - INFO - Epoch [23][5850/7330] lr: 1.000e-04, eta: 1 day, 15:44:14, time: 1.449, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0270, loss_semantic_seg: 0.1623, s0.loss_cls: 0.1526, s0.acc: 94.3857, s0.loss_bbox: 0.0883, s0.loss_mask: 0.1918, s1.loss_cls: 0.0711, s1.acc: 94.8574, s1.loss_bbox: 0.0983, s1.loss_mask: 0.0905, s2.loss_cls: 0.0364, s2.acc: 94.5747, s2.loss_bbox: 0.0640, s2.loss_mask: 0.0425, loss: 1.0460 2022-06-07 20:20:18,224 - mmdet - INFO - Epoch [23][5900/7330] lr: 1.000e-04, eta: 1 day, 15:43:00, time: 1.457, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0273, loss_semantic_seg: 0.1650, s0.loss_cls: 0.1550, s0.acc: 94.3000, s0.loss_bbox: 0.0910, s0.loss_mask: 0.1932, s1.loss_cls: 0.0707, s1.acc: 94.9423, s1.loss_bbox: 0.1041, s1.loss_mask: 0.0922, s2.loss_cls: 0.0364, s2.acc: 94.6247, s2.loss_bbox: 0.0685, s2.loss_mask: 0.0432, loss: 1.0684 2022-06-07 20:21:32,066 - mmdet - INFO - Epoch [23][5950/7330] lr: 1.000e-04, eta: 1 day, 15:41:46, time: 1.476, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0257, loss_semantic_seg: 0.1650, s0.loss_cls: 0.1498, s0.acc: 94.5000, s0.loss_bbox: 0.0836, s0.loss_mask: 0.1855, s1.loss_cls: 0.0693, s1.acc: 94.9527, s1.loss_bbox: 0.0946, s1.loss_mask: 0.0884, s2.loss_cls: 0.0352, s2.acc: 94.8615, s2.loss_bbox: 0.0624, s2.loss_mask: 0.0416, loss: 1.0214 2022-06-07 20:22:44,212 - mmdet - INFO - Epoch [23][6000/7330] lr: 1.000e-04, eta: 1 day, 15:40:31, time: 1.443, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0264, loss_semantic_seg: 0.1654, s0.loss_cls: 0.1466, s0.acc: 94.5996, s0.loss_bbox: 0.0842, s0.loss_mask: 0.1895, s1.loss_cls: 0.0671, s1.acc: 95.1168, s1.loss_bbox: 0.0935, s1.loss_mask: 0.0896, s2.loss_cls: 0.0339, s2.acc: 94.9949, s2.loss_bbox: 0.0614, s2.loss_mask: 0.0425, loss: 1.0197 2022-06-07 20:23:56,424 - mmdet - INFO - Epoch [23][6050/7330] lr: 1.000e-04, eta: 1 day, 15:39:16, time: 1.444, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0267, loss_semantic_seg: 0.1650, s0.loss_cls: 0.1513, s0.acc: 94.5913, s0.loss_bbox: 0.0854, s0.loss_mask: 0.1920, s1.loss_cls: 0.0708, s1.acc: 94.9808, s1.loss_bbox: 0.0941, s1.loss_mask: 0.0908, s2.loss_cls: 0.0359, s2.acc: 94.8211, s2.loss_bbox: 0.0598, s2.loss_mask: 0.0428, loss: 1.0366 2022-06-07 20:25:08,839 - mmdet - INFO - Epoch [23][6100/7330] lr: 1.000e-04, eta: 1 day, 15:38:01, time: 1.449, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0271, loss_semantic_seg: 0.1708, s0.loss_cls: 0.1436, s0.acc: 94.7327, s0.loss_bbox: 0.0842, s0.loss_mask: 0.1876, s1.loss_cls: 0.0655, s1.acc: 95.1969, s1.loss_bbox: 0.0937, s1.loss_mask: 0.0882, s2.loss_cls: 0.0336, s2.acc: 94.9744, s2.loss_bbox: 0.0599, s2.loss_mask: 0.0417, loss: 1.0162 2022-06-07 20:26:21,329 - mmdet - INFO - Epoch [23][6150/7330] lr: 1.000e-04, eta: 1 day, 15:36:46, time: 1.450, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0177, loss_rpn_bbox: 0.0248, loss_semantic_seg: 0.1632, s0.loss_cls: 0.1504, s0.acc: 94.4673, s0.loss_bbox: 0.0880, s0.loss_mask: 0.1904, s1.loss_cls: 0.0687, s1.acc: 94.9026, s1.loss_bbox: 0.0980, s1.loss_mask: 0.0897, s2.loss_cls: 0.0358, s2.acc: 94.6450, s2.loss_bbox: 0.0643, s2.loss_mask: 0.0423, loss: 1.0334 2022-06-07 20:27:33,787 - mmdet - INFO - Epoch [23][6200/7330] lr: 1.000e-04, eta: 1 day, 15:35:32, time: 1.449, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0186, loss_rpn_bbox: 0.0249, loss_semantic_seg: 0.1610, s0.loss_cls: 0.1445, s0.acc: 94.6199, s0.loss_bbox: 0.0858, s0.loss_mask: 0.1841, s1.loss_cls: 0.0666, s1.acc: 95.0831, s1.loss_bbox: 0.0955, s1.loss_mask: 0.0874, s2.loss_cls: 0.0339, s2.acc: 94.9294, s2.loss_bbox: 0.0619, s2.loss_mask: 0.0414, loss: 1.0056 2022-06-07 20:28:46,203 - mmdet - INFO - Epoch [23][6250/7330] lr: 1.000e-04, eta: 1 day, 15:34:17, time: 1.448, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0243, loss_semantic_seg: 0.1630, s0.loss_cls: 0.1445, s0.acc: 94.6929, s0.loss_bbox: 0.0819, s0.loss_mask: 0.1922, s1.loss_cls: 0.0677, s1.acc: 95.0598, s1.loss_bbox: 0.0945, s1.loss_mask: 0.0912, s2.loss_cls: 0.0344, s2.acc: 94.8271, s2.loss_bbox: 0.0619, s2.loss_mask: 0.0432, loss: 1.0184 2022-06-07 20:29:59,684 - mmdet - INFO - Epoch [23][6300/7330] lr: 1.000e-04, eta: 1 day, 15:33:03, time: 1.469, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0260, loss_semantic_seg: 0.1618, s0.loss_cls: 0.1410, s0.acc: 94.8218, s0.loss_bbox: 0.0815, s0.loss_mask: 0.1842, s1.loss_cls: 0.0645, s1.acc: 95.2995, s1.loss_bbox: 0.0895, s1.loss_mask: 0.0864, s2.loss_cls: 0.0337, s2.acc: 94.9820, s2.loss_bbox: 0.0586, s2.loss_mask: 0.0410, loss: 0.9896 2022-06-07 20:31:12,548 - mmdet - INFO - Epoch [23][6350/7330] lr: 1.000e-04, eta: 1 day, 15:31:48, time: 1.458, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0254, loss_semantic_seg: 0.1703, s0.loss_cls: 0.1503, s0.acc: 94.5586, s0.loss_bbox: 0.0835, s0.loss_mask: 0.1938, s1.loss_cls: 0.0691, s1.acc: 94.9783, s1.loss_bbox: 0.0938, s1.loss_mask: 0.0906, s2.loss_cls: 0.0348, s2.acc: 94.8506, s2.loss_bbox: 0.0617, s2.loss_mask: 0.0426, loss: 1.0370 2022-06-07 20:32:26,578 - mmdet - INFO - Epoch [23][6400/7330] lr: 1.000e-04, eta: 1 day, 15:30:34, time: 1.479, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0188, loss_rpn_bbox: 0.0237, loss_semantic_seg: 0.1688, s0.loss_cls: 0.1509, s0.acc: 94.5156, s0.loss_bbox: 0.0878, s0.loss_mask: 0.1943, s1.loss_cls: 0.0685, s1.acc: 95.0160, s1.loss_bbox: 0.0984, s1.loss_mask: 0.0913, s2.loss_cls: 0.0353, s2.acc: 94.6846, s2.loss_bbox: 0.0636, s2.loss_mask: 0.0429, loss: 1.0443 2022-06-07 20:33:39,599 - mmdet - INFO - Epoch [23][6450/7330] lr: 1.000e-04, eta: 1 day, 15:29:20, time: 1.462, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0185, loss_rpn_bbox: 0.0243, loss_semantic_seg: 0.1725, s0.loss_cls: 0.1524, s0.acc: 94.4402, s0.loss_bbox: 0.0848, s0.loss_mask: 0.1839, s1.loss_cls: 0.0708, s1.acc: 94.8020, s1.loss_bbox: 0.0933, s1.loss_mask: 0.0864, s2.loss_cls: 0.0362, s2.acc: 94.6603, s2.loss_bbox: 0.0614, s2.loss_mask: 0.0408, loss: 1.0250 2022-06-07 20:34:53,798 - mmdet - INFO - Epoch [23][6500/7330] lr: 1.000e-04, eta: 1 day, 15:28:06, time: 1.484, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0276, loss_semantic_seg: 0.1672, s0.loss_cls: 0.1570, s0.acc: 94.2776, s0.loss_bbox: 0.0857, s0.loss_mask: 0.1850, s1.loss_cls: 0.0716, s1.acc: 94.7630, s1.loss_bbox: 0.0948, s1.loss_mask: 0.0873, s2.loss_cls: 0.0354, s2.acc: 94.7463, s2.loss_bbox: 0.0624, s2.loss_mask: 0.0409, loss: 1.0366 2022-06-07 20:36:06,616 - mmdet - INFO - Epoch [23][6550/7330] lr: 1.000e-04, eta: 1 day, 15:26:52, time: 1.456, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0242, loss_semantic_seg: 0.1627, s0.loss_cls: 0.1485, s0.acc: 94.5063, s0.loss_bbox: 0.0870, s0.loss_mask: 0.1842, s1.loss_cls: 0.0689, s1.acc: 94.9352, s1.loss_bbox: 0.0986, s1.loss_mask: 0.0875, s2.loss_cls: 0.0345, s2.acc: 94.7831, s2.loss_bbox: 0.0637, s2.loss_mask: 0.0414, loss: 1.0209 2022-06-07 20:37:20,200 - mmdet - INFO - Epoch [23][6600/7330] lr: 1.000e-04, eta: 1 day, 15:25:38, time: 1.472, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0268, loss_semantic_seg: 0.1688, s0.loss_cls: 0.1508, s0.acc: 94.4563, s0.loss_bbox: 0.0863, s0.loss_mask: 0.1881, s1.loss_cls: 0.0692, s1.acc: 95.0076, s1.loss_bbox: 0.0941, s1.loss_mask: 0.0888, s2.loss_cls: 0.0352, s2.acc: 94.8733, s2.loss_bbox: 0.0624, s2.loss_mask: 0.0421, loss: 1.0326 2022-06-07 20:38:33,292 - mmdet - INFO - Epoch [23][6650/7330] lr: 1.000e-04, eta: 1 day, 15:24:23, time: 1.462, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0270, loss_semantic_seg: 0.1699, s0.loss_cls: 0.1537, s0.acc: 94.3147, s0.loss_bbox: 0.0874, s0.loss_mask: 0.1946, s1.loss_cls: 0.0717, s1.acc: 94.6949, s1.loss_bbox: 0.0980, s1.loss_mask: 0.0915, s2.loss_cls: 0.0366, s2.acc: 94.4853, s2.loss_bbox: 0.0657, s2.loss_mask: 0.0435, loss: 1.0602 2022-06-07 20:39:45,462 - mmdet - INFO - Epoch [23][6700/7330] lr: 1.000e-04, eta: 1 day, 15:23:08, time: 1.443, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0191, loss_rpn_bbox: 0.0238, loss_semantic_seg: 0.1576, s0.loss_cls: 0.1459, s0.acc: 94.6230, s0.loss_bbox: 0.0858, s0.loss_mask: 0.1934, s1.loss_cls: 0.0677, s1.acc: 95.0086, s1.loss_bbox: 0.0949, s1.loss_mask: 0.0909, s2.loss_cls: 0.0337, s2.acc: 94.8838, s2.loss_bbox: 0.0614, s2.loss_mask: 0.0428, loss: 1.0170 2022-06-07 20:40:58,000 - mmdet - INFO - Epoch [23][6750/7330] lr: 1.000e-04, eta: 1 day, 15:21:54, time: 1.451, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0177, loss_rpn_bbox: 0.0247, loss_semantic_seg: 0.1713, s0.loss_cls: 0.1394, s0.acc: 94.9075, s0.loss_bbox: 0.0796, s0.loss_mask: 0.1821, s1.loss_cls: 0.0646, s1.acc: 95.3650, s1.loss_bbox: 0.0904, s1.loss_mask: 0.0853, s2.loss_cls: 0.0326, s2.acc: 95.2139, s2.loss_bbox: 0.0605, s2.loss_mask: 0.0402, loss: 0.9885 2022-06-07 20:42:11,125 - mmdet - INFO - Epoch [23][6800/7330] lr: 1.000e-04, eta: 1 day, 15:20:39, time: 1.461, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0275, loss_semantic_seg: 0.1712, s0.loss_cls: 0.1633, s0.acc: 94.0920, s0.loss_bbox: 0.0920, s0.loss_mask: 0.1942, s1.loss_cls: 0.0758, s1.acc: 94.4693, s1.loss_bbox: 0.1019, s1.loss_mask: 0.0916, s2.loss_cls: 0.0383, s2.acc: 94.2826, s2.loss_bbox: 0.0657, s2.loss_mask: 0.0432, loss: 1.0864 2022-06-07 20:43:24,560 - mmdet - INFO - Epoch [23][6850/7330] lr: 1.000e-04, eta: 1 day, 15:19:25, time: 1.471, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0184, loss_rpn_bbox: 0.0248, loss_semantic_seg: 0.1631, s0.loss_cls: 0.1446, s0.acc: 94.7781, s0.loss_bbox: 0.0853, s0.loss_mask: 0.1908, s1.loss_cls: 0.0662, s1.acc: 95.2084, s1.loss_bbox: 0.0951, s1.loss_mask: 0.0888, s2.loss_cls: 0.0339, s2.acc: 94.9119, s2.loss_bbox: 0.0611, s2.loss_mask: 0.0418, loss: 1.0139 2022-06-07 20:44:37,222 - mmdet - INFO - Epoch [23][6900/7330] lr: 1.000e-04, eta: 1 day, 15:18:10, time: 1.453, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0254, loss_semantic_seg: 0.1636, s0.loss_cls: 0.1519, s0.acc: 94.4568, s0.loss_bbox: 0.0854, s0.loss_mask: 0.1890, s1.loss_cls: 0.0702, s1.acc: 94.9373, s1.loss_bbox: 0.0968, s1.loss_mask: 0.0894, s2.loss_cls: 0.0358, s2.acc: 94.7241, s2.loss_bbox: 0.0636, s2.loss_mask: 0.0423, loss: 1.0346 2022-06-07 20:45:49,374 - mmdet - INFO - Epoch [23][6950/7330] lr: 1.000e-04, eta: 1 day, 15:16:56, time: 1.443, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0185, loss_rpn_bbox: 0.0240, loss_semantic_seg: 0.1616, s0.loss_cls: 0.1486, s0.acc: 94.5784, s0.loss_bbox: 0.0836, s0.loss_mask: 0.1868, s1.loss_cls: 0.0686, s1.acc: 95.0490, s1.loss_bbox: 0.0939, s1.loss_mask: 0.0892, s2.loss_cls: 0.0350, s2.acc: 94.8201, s2.loss_bbox: 0.0610, s2.loss_mask: 0.0420, loss: 1.0128 2022-06-07 20:47:03,077 - mmdet - INFO - Epoch [23][7000/7330] lr: 1.000e-04, eta: 1 day, 15:15:42, time: 1.474, data_time: 0.024, memory: 64799, loss_rpn_cls: 0.0181, loss_rpn_bbox: 0.0256, loss_semantic_seg: 0.1635, s0.loss_cls: 0.1394, s0.acc: 94.7705, s0.loss_bbox: 0.0818, s0.loss_mask: 0.1822, s1.loss_cls: 0.0628, s1.acc: 95.3230, s1.loss_bbox: 0.0928, s1.loss_mask: 0.0861, s2.loss_cls: 0.0327, s2.acc: 94.9969, s2.loss_bbox: 0.0620, s2.loss_mask: 0.0411, loss: 0.9883 2022-06-07 20:48:16,291 - mmdet - INFO - Epoch [23][7050/7330] lr: 1.000e-04, eta: 1 day, 15:14:27, time: 1.463, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0176, loss_rpn_bbox: 0.0248, loss_semantic_seg: 0.1661, s0.loss_cls: 0.1474, s0.acc: 94.6379, s0.loss_bbox: 0.0826, s0.loss_mask: 0.1847, s1.loss_cls: 0.0676, s1.acc: 95.1157, s1.loss_bbox: 0.0927, s1.loss_mask: 0.0877, s2.loss_cls: 0.0347, s2.acc: 94.9683, s2.loss_bbox: 0.0607, s2.loss_mask: 0.0416, loss: 1.0083 2022-06-07 20:49:29,924 - mmdet - INFO - Epoch [23][7100/7330] lr: 1.000e-04, eta: 1 day, 15:13:13, time: 1.475, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0190, loss_rpn_bbox: 0.0250, loss_semantic_seg: 0.1675, s0.loss_cls: 0.1445, s0.acc: 94.6831, s0.loss_bbox: 0.0795, s0.loss_mask: 0.1849, s1.loss_cls: 0.0663, s1.acc: 95.1711, s1.loss_bbox: 0.0904, s1.loss_mask: 0.0865, s2.loss_cls: 0.0335, s2.acc: 95.0622, s2.loss_bbox: 0.0607, s2.loss_mask: 0.0409, loss: 0.9986 2022-06-07 20:50:43,225 - mmdet - INFO - Epoch [23][7150/7330] lr: 1.000e-04, eta: 1 day, 15:11:59, time: 1.464, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0250, loss_semantic_seg: 0.1704, s0.loss_cls: 0.1454, s0.acc: 94.6062, s0.loss_bbox: 0.0863, s0.loss_mask: 0.1902, s1.loss_cls: 0.0670, s1.acc: 95.0311, s1.loss_bbox: 0.0966, s1.loss_mask: 0.0901, s2.loss_cls: 0.0341, s2.acc: 94.8949, s2.loss_bbox: 0.0630, s2.loss_mask: 0.0431, loss: 1.0329 2022-06-07 20:51:56,952 - mmdet - INFO - Epoch [23][7200/7330] lr: 1.000e-04, eta: 1 day, 15:10:45, time: 1.476, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0265, loss_semantic_seg: 0.1676, s0.loss_cls: 0.1496, s0.acc: 94.4993, s0.loss_bbox: 0.0846, s0.loss_mask: 0.1938, s1.loss_cls: 0.0695, s1.acc: 94.8771, s1.loss_bbox: 0.0966, s1.loss_mask: 0.0918, s2.loss_cls: 0.0360, s2.acc: 94.6132, s2.loss_bbox: 0.0624, s2.loss_mask: 0.0433, loss: 1.0418 2022-06-07 20:53:08,824 - mmdet - INFO - Epoch [23][7250/7330] lr: 1.000e-04, eta: 1 day, 15:09:30, time: 1.437, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0256, loss_semantic_seg: 0.1668, s0.loss_cls: 0.1437, s0.acc: 94.6235, s0.loss_bbox: 0.0842, s0.loss_mask: 0.1899, s1.loss_cls: 0.0658, s1.acc: 95.1161, s1.loss_bbox: 0.0959, s1.loss_mask: 0.0895, s2.loss_cls: 0.0343, s2.acc: 94.7888, s2.loss_bbox: 0.0616, s2.loss_mask: 0.0423, loss: 1.0194 2022-06-07 20:54:21,334 - mmdet - INFO - Epoch [23][7300/7330] lr: 1.000e-04, eta: 1 day, 15:08:15, time: 1.450, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0258, loss_semantic_seg: 0.1645, s0.loss_cls: 0.1408, s0.acc: 94.7847, s0.loss_bbox: 0.0834, s0.loss_mask: 0.1824, s1.loss_cls: 0.0635, s1.acc: 95.3143, s1.loss_bbox: 0.0902, s1.loss_mask: 0.0856, s2.loss_cls: 0.0327, s2.acc: 95.1762, s2.loss_bbox: 0.0593, s2.loss_mask: 0.0405, loss: 0.9893 2022-06-07 20:55:22,724 - mmdet - INFO - Saving checkpoint at 23 epochs 2022-06-07 20:59:30,301 - mmdet - INFO - Evaluating bbox... 2022-06-07 21:00:17,072 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.564 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.749 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.624 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.415 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.607 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.701 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.729 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.729 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.729 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.584 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.769 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.861 2022-06-07 21:00:17,073 - mmdet - INFO - Evaluating segm... 2022-06-07 21:01:13,132 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.491 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.728 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.538 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.311 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.523 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.677 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 ] = 0.482 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 ] = 0.781 2022-06-07 21:01:14,100 - mmdet - INFO - Exp name: htc++_beit_adapter_v2_large_fpn_3x_coco.py 2022-06-07 21:01:14,102 - mmdet - INFO - Epoch(val) [23][313] bbox_mAP: 0.5640, bbox_mAP_50: 0.7490, bbox_mAP_75: 0.6240, bbox_mAP_s: 0.4150, bbox_mAP_m: 0.6070, bbox_mAP_l: 0.7010, bbox_mAP_copypaste: 0.564 0.749 0.624 0.415 0.607 0.701, segm_mAP: 0.4910, segm_mAP_50: 0.7280, segm_mAP_75: 0.5380, segm_mAP_s: 0.3110, segm_mAP_m: 0.5230, segm_mAP_l: 0.6770, segm_mAP_copypaste: 0.491 0.728 0.538 0.311 0.523 0.677 2022-06-07 21:05:44,465 - mmdet - INFO - Epoch [24][50/7330] lr: 1.000e-04, eta: 1 day, 15:07:43, time: 5.406, data_time: 3.941, memory: 64799, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0275, loss_semantic_seg: 0.1689, s0.loss_cls: 0.1516, s0.acc: 94.5676, s0.loss_bbox: 0.0859, s0.loss_mask: 0.1860, s1.loss_cls: 0.0694, s1.acc: 94.9682, s1.loss_bbox: 0.0946, s1.loss_mask: 0.0877, s2.loss_cls: 0.0357, s2.acc: 94.6864, s2.loss_bbox: 0.0632, s2.loss_mask: 0.0419, loss: 1.0333 2022-06-07 21:06:57,402 - mmdet - INFO - Epoch [24][100/7330] lr: 1.000e-04, eta: 1 day, 15:06:28, time: 1.457, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0183, loss_rpn_bbox: 0.0247, loss_semantic_seg: 0.1682, s0.loss_cls: 0.1436, s0.acc: 94.6628, s0.loss_bbox: 0.0852, s0.loss_mask: 0.1917, s1.loss_cls: 0.0650, s1.acc: 95.1358, s1.loss_bbox: 0.0972, s1.loss_mask: 0.0911, s2.loss_cls: 0.0334, s2.acc: 95.0330, s2.loss_bbox: 0.0641, s2.loss_mask: 0.0432, loss: 1.0256 2022-06-07 21:08:10,391 - mmdet - INFO - Epoch [24][150/7330] lr: 1.000e-04, eta: 1 day, 15:05:14, time: 1.462, data_time: 0.023, memory: 64799, loss_rpn_cls: 0.0186, loss_rpn_bbox: 0.0256, loss_semantic_seg: 0.1693, s0.loss_cls: 0.1505, s0.acc: 94.2805, s0.loss_bbox: 0.0866, s0.loss_mask: 0.1885, s1.loss_cls: 0.0694, s1.acc: 94.7258, s1.loss_bbox: 0.0980, s1.loss_mask: 0.0894, s2.loss_cls: 0.0357, s2.acc: 94.5549, s2.loss_bbox: 0.0650, s2.loss_mask: 0.0427, loss: 1.0394 2022-06-07 21:09:22,880 - mmdet - INFO - Epoch [24][200/7330] lr: 1.000e-04, eta: 1 day, 15:03:59, time: 1.450, data_time: 0.020, memory: 64799, loss_rpn_cls: 0.0186, loss_rpn_bbox: 0.0249, loss_semantic_seg: 0.1663, s0.loss_cls: 0.1405, s0.acc: 94.8303, s0.loss_bbox: 0.0809, s0.loss_mask: 0.1843, s1.loss_cls: 0.0632, s1.acc: 95.3646, s1.loss_bbox: 0.0927, s1.loss_mask: 0.0876, s2.loss_cls: 0.0315, s2.acc: 95.2608, s2.loss_bbox: 0.0617, s2.loss_mask: 0.0415, loss: 0.9938 2022-06-07 21:10:34,782 - mmdet - INFO - Epoch [24][250/7330] lr: 1.000e-04, eta: 1 day, 15:02:44, time: 1.438, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0194, loss_rpn_bbox: 0.0243, loss_semantic_seg: 0.1680, s0.loss_cls: 0.1370, s0.acc: 95.0452, s0.loss_bbox: 0.0795, s0.loss_mask: 0.1820, s1.loss_cls: 0.0623, s1.acc: 95.5322, s1.loss_bbox: 0.0858, s1.loss_mask: 0.0857, s2.loss_cls: 0.0318, s2.acc: 95.3102, s2.loss_bbox: 0.0564, s2.loss_mask: 0.0405, loss: 0.9727 2022-06-07 21:11:46,888 - mmdet - INFO - Epoch [24][300/7330] lr: 1.000e-04, eta: 1 day, 15:01:29, time: 1.441, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0261, loss_semantic_seg: 0.1708, s0.loss_cls: 0.1409, s0.acc: 94.7327, s0.loss_bbox: 0.0855, s0.loss_mask: 0.1899, s1.loss_cls: 0.0644, s1.acc: 95.2441, s1.loss_bbox: 0.0957, s1.loss_mask: 0.0890, s2.loss_cls: 0.0337, s2.acc: 94.9576, s2.loss_bbox: 0.0620, s2.loss_mask: 0.0415, loss: 1.0201 2022-06-07 21:12:59,843 - mmdet - INFO - Epoch [24][350/7330] lr: 1.000e-04, eta: 1 day, 15:00:14, time: 1.461, data_time: 0.020, memory: 64799, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0266, loss_semantic_seg: 0.1596, s0.loss_cls: 0.1378, s0.acc: 94.8479, s0.loss_bbox: 0.0803, s0.loss_mask: 0.1803, s1.loss_cls: 0.0629, s1.acc: 95.2854, s1.loss_bbox: 0.0894, s1.loss_mask: 0.0850, s2.loss_cls: 0.0323, s2.acc: 95.0751, s2.loss_bbox: 0.0581, s2.loss_mask: 0.0399, loss: 0.9722 2022-06-07 21:14:12,193 - mmdet - INFO - Epoch [24][400/7330] lr: 1.000e-04, eta: 1 day, 14:59:00, time: 1.447, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0185, loss_rpn_bbox: 0.0257, loss_semantic_seg: 0.1684, s0.loss_cls: 0.1442, s0.acc: 94.7131, s0.loss_bbox: 0.0836, s0.loss_mask: 0.1942, s1.loss_cls: 0.0654, s1.acc: 95.2592, s1.loss_bbox: 0.0930, s1.loss_mask: 0.0916, s2.loss_cls: 0.0334, s2.acc: 95.0461, s2.loss_bbox: 0.0606, s2.loss_mask: 0.0431, loss: 1.0217 2022-06-07 21:15:25,141 - mmdet - INFO - Epoch [24][450/7330] lr: 1.000e-04, eta: 1 day, 14:57:45, time: 1.459, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0188, loss_rpn_bbox: 0.0252, loss_semantic_seg: 0.1591, s0.loss_cls: 0.1318, s0.acc: 95.0564, s0.loss_bbox: 0.0799, s0.loss_mask: 0.1859, s1.loss_cls: 0.0594, s1.acc: 95.6106, s1.loss_bbox: 0.0897, s1.loss_mask: 0.0879, s2.loss_cls: 0.0305, s2.acc: 95.4128, s2.loss_bbox: 0.0589, s2.loss_mask: 0.0414, loss: 0.9688 2022-06-07 21:16:37,811 - mmdet - INFO - Epoch [24][500/7330] lr: 1.000e-04, eta: 1 day, 14:56:30, time: 1.453, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0257, loss_semantic_seg: 0.1724, s0.loss_cls: 0.1404, s0.acc: 94.8345, s0.loss_bbox: 0.0837, s0.loss_mask: 0.1852, s1.loss_cls: 0.0655, s1.acc: 95.2046, s1.loss_bbox: 0.0911, s1.loss_mask: 0.0876, s2.loss_cls: 0.0337, s2.acc: 95.0076, s2.loss_bbox: 0.0595, s2.loss_mask: 0.0414, loss: 1.0090 2022-06-07 21:17:50,356 - mmdet - INFO - Epoch [24][550/7330] lr: 1.000e-04, eta: 1 day, 14:55:16, time: 1.451, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0194, loss_rpn_bbox: 0.0263, loss_semantic_seg: 0.1706, s0.loss_cls: 0.1421, s0.acc: 94.7322, s0.loss_bbox: 0.0825, s0.loss_mask: 0.1904, s1.loss_cls: 0.0648, s1.acc: 95.2346, s1.loss_bbox: 0.0915, s1.loss_mask: 0.0889, s2.loss_cls: 0.0329, s2.acc: 95.0578, s2.loss_bbox: 0.0600, s2.loss_mask: 0.0423, loss: 1.0116 2022-06-07 21:19:01,930 - mmdet - INFO - Epoch [24][600/7330] lr: 1.000e-04, eta: 1 day, 14:54:00, time: 1.432, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0285, loss_semantic_seg: 0.1653, s0.loss_cls: 0.1510, s0.acc: 94.4053, s0.loss_bbox: 0.0882, s0.loss_mask: 0.1954, s1.loss_cls: 0.0692, s1.acc: 94.8737, s1.loss_bbox: 0.0957, s1.loss_mask: 0.0919, s2.loss_cls: 0.0353, s2.acc: 94.6685, s2.loss_bbox: 0.0622, s2.loss_mask: 0.0436, loss: 1.0476 2022-06-07 21:20:13,429 - mmdet - INFO - Epoch [24][650/7330] lr: 1.000e-04, eta: 1 day, 14:52:45, time: 1.430, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0177, loss_rpn_bbox: 0.0237, loss_semantic_seg: 0.1672, s0.loss_cls: 0.1353, s0.acc: 95.0542, s0.loss_bbox: 0.0790, s0.loss_mask: 0.1839, s1.loss_cls: 0.0615, s1.acc: 95.5180, s1.loss_bbox: 0.0872, s1.loss_mask: 0.0866, s2.loss_cls: 0.0319, s2.acc: 95.3073, s2.loss_bbox: 0.0569, s2.loss_mask: 0.0409, loss: 0.9716 2022-06-07 21:21:24,888 - mmdet - INFO - Epoch [24][700/7330] lr: 1.000e-04, eta: 1 day, 14:51:30, time: 1.429, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0262, loss_semantic_seg: 0.1586, s0.loss_cls: 0.1432, s0.acc: 94.7180, s0.loss_bbox: 0.0828, s0.loss_mask: 0.1902, s1.loss_cls: 0.0651, s1.acc: 95.2155, s1.loss_bbox: 0.0915, s1.loss_mask: 0.0895, s2.loss_cls: 0.0337, s2.acc: 94.9674, s2.loss_bbox: 0.0606, s2.loss_mask: 0.0425, loss: 1.0041 2022-06-07 21:22:37,317 - mmdet - INFO - Epoch [24][750/7330] lr: 1.000e-04, eta: 1 day, 14:50:15, time: 1.449, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0275, loss_semantic_seg: 0.1721, s0.loss_cls: 0.1483, s0.acc: 94.4529, s0.loss_bbox: 0.0913, s0.loss_mask: 0.1963, s1.loss_cls: 0.0685, s1.acc: 94.9626, s1.loss_bbox: 0.0998, s1.loss_mask: 0.0925, s2.loss_cls: 0.0350, s2.acc: 94.6969, s2.loss_bbox: 0.0643, s2.loss_mask: 0.0435, loss: 1.0600 2022-06-07 21:23:48,762 - mmdet - INFO - Epoch [24][800/7330] lr: 1.000e-04, eta: 1 day, 14:49:00, time: 1.429, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0183, loss_rpn_bbox: 0.0274, loss_semantic_seg: 0.1605, s0.loss_cls: 0.1347, s0.acc: 95.0054, s0.loss_bbox: 0.0839, s0.loss_mask: 0.1850, s1.loss_cls: 0.0615, s1.acc: 95.4532, s1.loss_bbox: 0.0944, s1.loss_mask: 0.0871, s2.loss_cls: 0.0322, s2.acc: 95.1382, s2.loss_bbox: 0.0606, s2.loss_mask: 0.0409, loss: 0.9864 2022-06-07 21:25:01,113 - mmdet - INFO - Epoch [24][850/7330] lr: 1.000e-04, eta: 1 day, 14:47:45, time: 1.447, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0259, loss_semantic_seg: 0.1588, s0.loss_cls: 0.1342, s0.acc: 94.9495, s0.loss_bbox: 0.0835, s0.loss_mask: 0.1925, s1.loss_cls: 0.0614, s1.acc: 95.4949, s1.loss_bbox: 0.0915, s1.loss_mask: 0.0914, s2.loss_cls: 0.0315, s2.acc: 95.2442, s2.loss_bbox: 0.0592, s2.loss_mask: 0.0434, loss: 0.9941 2022-06-07 21:26:12,162 - mmdet - INFO - Epoch [24][900/7330] lr: 1.000e-04, eta: 1 day, 14:46:29, time: 1.421, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0242, loss_semantic_seg: 0.1631, s0.loss_cls: 0.1369, s0.acc: 95.0005, s0.loss_bbox: 0.0815, s0.loss_mask: 0.1911, s1.loss_cls: 0.0616, s1.acc: 95.5914, s1.loss_bbox: 0.0910, s1.loss_mask: 0.0899, s2.loss_cls: 0.0310, s2.acc: 95.3905, s2.loss_bbox: 0.0592, s2.loss_mask: 0.0427, loss: 0.9920 2022-06-07 21:27:23,833 - mmdet - INFO - Epoch [24][950/7330] lr: 1.000e-04, eta: 1 day, 14:45:14, time: 1.433, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0253, loss_semantic_seg: 0.1594, s0.loss_cls: 0.1332, s0.acc: 94.9419, s0.loss_bbox: 0.0787, s0.loss_mask: 0.1837, s1.loss_cls: 0.0611, s1.acc: 95.3961, s1.loss_bbox: 0.0894, s1.loss_mask: 0.0871, s2.loss_cls: 0.0314, s2.acc: 95.2456, s2.loss_bbox: 0.0581, s2.loss_mask: 0.0412, loss: 0.9690 2022-06-07 21:28:35,576 - mmdet - INFO - Epoch [24][1000/7330] lr: 1.000e-04, eta: 1 day, 14:43:59, time: 1.435, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0265, loss_semantic_seg: 0.1646, s0.loss_cls: 0.1439, s0.acc: 94.5886, s0.loss_bbox: 0.0877, s0.loss_mask: 0.1944, s1.loss_cls: 0.0647, s1.acc: 95.1805, s1.loss_bbox: 0.0989, s1.loss_mask: 0.0915, s2.loss_cls: 0.0331, s2.acc: 94.9788, s2.loss_bbox: 0.0662, s2.loss_mask: 0.0433, loss: 1.0342 2022-06-07 21:29:47,859 - mmdet - INFO - Epoch [24][1050/7330] lr: 1.000e-04, eta: 1 day, 14:42:44, time: 1.445, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0258, loss_semantic_seg: 0.1658, s0.loss_cls: 0.1431, s0.acc: 94.6931, s0.loss_bbox: 0.0861, s0.loss_mask: 0.1969, s1.loss_cls: 0.0644, s1.acc: 95.3467, s1.loss_bbox: 0.0968, s1.loss_mask: 0.0923, s2.loss_cls: 0.0330, s2.acc: 95.0969, s2.loss_bbox: 0.0624, s2.loss_mask: 0.0434, loss: 1.0309 2022-06-07 21:31:01,234 - mmdet - INFO - Epoch [24][1100/7330] lr: 1.000e-04, eta: 1 day, 14:41:30, time: 1.468, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0189, loss_rpn_bbox: 0.0241, loss_semantic_seg: 0.1550, s0.loss_cls: 0.1334, s0.acc: 95.1067, s0.loss_bbox: 0.0784, s0.loss_mask: 0.1825, s1.loss_cls: 0.0597, s1.acc: 95.6314, s1.loss_bbox: 0.0860, s1.loss_mask: 0.0856, s2.loss_cls: 0.0305, s2.acc: 95.4832, s2.loss_bbox: 0.0555, s2.loss_mask: 0.0402, loss: 0.9496 2022-06-07 21:32:14,802 - mmdet - INFO - Epoch [24][1150/7330] lr: 1.000e-04, eta: 1 day, 14:40:16, time: 1.472, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0179, loss_rpn_bbox: 0.0277, loss_semantic_seg: 0.1596, s0.loss_cls: 0.1336, s0.acc: 95.0574, s0.loss_bbox: 0.0818, s0.loss_mask: 0.1865, s1.loss_cls: 0.0604, s1.acc: 95.5607, s1.loss_bbox: 0.0914, s1.loss_mask: 0.0880, s2.loss_cls: 0.0315, s2.acc: 95.2449, s2.loss_bbox: 0.0595, s2.loss_mask: 0.0414, loss: 0.9794 2022-06-07 21:33:26,871 - mmdet - INFO - Epoch [24][1200/7330] lr: 1.000e-04, eta: 1 day, 14:39:01, time: 1.441, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0174, loss_rpn_bbox: 0.0246, loss_semantic_seg: 0.1631, s0.loss_cls: 0.1390, s0.acc: 94.9307, s0.loss_bbox: 0.0837, s0.loss_mask: 0.1874, s1.loss_cls: 0.0624, s1.acc: 95.5021, s1.loss_bbox: 0.0913, s1.loss_mask: 0.0880, s2.loss_cls: 0.0322, s2.acc: 95.2534, s2.loss_bbox: 0.0586, s2.loss_mask: 0.0419, loss: 0.9897 2022-06-07 21:34:39,489 - mmdet - INFO - Epoch [24][1250/7330] lr: 1.000e-04, eta: 1 day, 14:37:46, time: 1.452, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0184, loss_rpn_bbox: 0.0241, loss_semantic_seg: 0.1715, s0.loss_cls: 0.1480, s0.acc: 94.6575, s0.loss_bbox: 0.0845, s0.loss_mask: 0.1883, s1.loss_cls: 0.0673, s1.acc: 95.1768, s1.loss_bbox: 0.0935, s1.loss_mask: 0.0887, s2.loss_cls: 0.0344, s2.acc: 94.9225, s2.loss_bbox: 0.0617, s2.loss_mask: 0.0417, loss: 1.0221 2022-06-07 21:35:52,090 - mmdet - INFO - Epoch [24][1300/7330] lr: 1.000e-04, eta: 1 day, 14:36:31, time: 1.452, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0174, loss_rpn_bbox: 0.0253, loss_semantic_seg: 0.1634, s0.loss_cls: 0.1430, s0.acc: 94.7891, s0.loss_bbox: 0.0817, s0.loss_mask: 0.1846, s1.loss_cls: 0.0646, s1.acc: 95.3362, s1.loss_bbox: 0.0913, s1.loss_mask: 0.0864, s2.loss_cls: 0.0327, s2.acc: 95.1788, s2.loss_bbox: 0.0604, s2.loss_mask: 0.0405, loss: 0.9913 2022-06-07 21:37:04,949 - mmdet - INFO - Epoch [24][1350/7330] lr: 1.000e-04, eta: 1 day, 14:35:17, time: 1.457, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0185, loss_rpn_bbox: 0.0262, loss_semantic_seg: 0.1706, s0.loss_cls: 0.1482, s0.acc: 94.4839, s0.loss_bbox: 0.0847, s0.loss_mask: 0.1917, s1.loss_cls: 0.0679, s1.acc: 94.9775, s1.loss_bbox: 0.0942, s1.loss_mask: 0.0906, s2.loss_cls: 0.0352, s2.acc: 94.7537, s2.loss_bbox: 0.0612, s2.loss_mask: 0.0425, loss: 1.0313 2022-06-07 21:38:17,048 - mmdet - INFO - Epoch [24][1400/7330] lr: 1.000e-04, eta: 1 day, 14:34:02, time: 1.442, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0192, loss_rpn_bbox: 0.0256, loss_semantic_seg: 0.1577, s0.loss_cls: 0.1446, s0.acc: 94.6765, s0.loss_bbox: 0.0853, s0.loss_mask: 0.1887, s1.loss_cls: 0.0669, s1.acc: 95.0962, s1.loss_bbox: 0.0950, s1.loss_mask: 0.0887, s2.loss_cls: 0.0343, s2.acc: 94.7849, s2.loss_bbox: 0.0612, s2.loss_mask: 0.0418, loss: 1.0090 2022-06-07 21:39:28,944 - mmdet - INFO - Epoch [24][1450/7330] lr: 1.000e-04, eta: 1 day, 14:32:47, time: 1.437, data_time: 0.012, memory: 64799, loss_rpn_cls: 0.0183, loss_rpn_bbox: 0.0255, loss_semantic_seg: 0.1608, s0.loss_cls: 0.1460, s0.acc: 94.5134, s0.loss_bbox: 0.0855, s0.loss_mask: 0.1866, s1.loss_cls: 0.0665, s1.acc: 95.0251, s1.loss_bbox: 0.0928, s1.loss_mask: 0.0872, s2.loss_cls: 0.0335, s2.acc: 94.8861, s2.loss_bbox: 0.0607, s2.loss_mask: 0.0411, loss: 1.0046 2022-06-07 21:40:41,467 - mmdet - INFO - Epoch [24][1500/7330] lr: 1.000e-04, eta: 1 day, 14:31:32, time: 1.451, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0264, loss_semantic_seg: 0.1635, s0.loss_cls: 0.1530, s0.acc: 94.4316, s0.loss_bbox: 0.0831, s0.loss_mask: 0.1900, s1.loss_cls: 0.0703, s1.acc: 94.9591, s1.loss_bbox: 0.0958, s1.loss_mask: 0.0901, s2.loss_cls: 0.0358, s2.acc: 94.7400, s2.loss_bbox: 0.0624, s2.loss_mask: 0.0432, loss: 1.0352 2022-06-07 21:41:53,971 - mmdet - INFO - Epoch [24][1550/7330] lr: 1.000e-04, eta: 1 day, 14:30:17, time: 1.450, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0263, loss_semantic_seg: 0.1592, s0.loss_cls: 0.1532, s0.acc: 94.4312, s0.loss_bbox: 0.0855, s0.loss_mask: 0.1881, s1.loss_cls: 0.0702, s1.acc: 94.9810, s1.loss_bbox: 0.0961, s1.loss_mask: 0.0897, s2.loss_cls: 0.0355, s2.acc: 94.7977, s2.loss_bbox: 0.0634, s2.loss_mask: 0.0427, loss: 1.0308 2022-06-07 21:43:06,232 - mmdet - INFO - Epoch [24][1600/7330] lr: 1.000e-04, eta: 1 day, 14:29:02, time: 1.445, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0266, loss_semantic_seg: 0.1612, s0.loss_cls: 0.1487, s0.acc: 94.4727, s0.loss_bbox: 0.0870, s0.loss_mask: 0.1871, s1.loss_cls: 0.0677, s1.acc: 94.9682, s1.loss_bbox: 0.0968, s1.loss_mask: 0.0882, s2.loss_cls: 0.0347, s2.acc: 94.7419, s2.loss_bbox: 0.0625, s2.loss_mask: 0.0417, loss: 1.0226 2022-06-07 21:44:19,136 - mmdet - INFO - Epoch [24][1650/7330] lr: 1.000e-04, eta: 1 day, 14:27:48, time: 1.458, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0279, loss_semantic_seg: 0.1662, s0.loss_cls: 0.1542, s0.acc: 94.3801, s0.loss_bbox: 0.0882, s0.loss_mask: 0.1892, s1.loss_cls: 0.0712, s1.acc: 94.7769, s1.loss_bbox: 0.0970, s1.loss_mask: 0.0892, s2.loss_cls: 0.0356, s2.acc: 94.6206, s2.loss_bbox: 0.0635, s2.loss_mask: 0.0424, loss: 1.0467 2022-06-07 21:45:31,421 - mmdet - INFO - Epoch [24][1700/7330] lr: 1.000e-04, eta: 1 day, 14:26:33, time: 1.446, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0182, loss_rpn_bbox: 0.0244, loss_semantic_seg: 0.1616, s0.loss_cls: 0.1398, s0.acc: 94.8262, s0.loss_bbox: 0.0835, s0.loss_mask: 0.1907, s1.loss_cls: 0.0630, s1.acc: 95.3428, s1.loss_bbox: 0.0948, s1.loss_mask: 0.0898, s2.loss_cls: 0.0325, s2.acc: 95.1184, s2.loss_bbox: 0.0618, s2.loss_mask: 0.0423, loss: 1.0024 2022-06-07 21:46:43,622 - mmdet - INFO - Epoch [24][1750/7330] lr: 1.000e-04, eta: 1 day, 14:25:18, time: 1.443, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0185, loss_rpn_bbox: 0.0254, loss_semantic_seg: 0.1614, s0.loss_cls: 0.1477, s0.acc: 94.5225, s0.loss_bbox: 0.0872, s0.loss_mask: 0.1908, s1.loss_cls: 0.0673, s1.acc: 95.0375, s1.loss_bbox: 0.0991, s1.loss_mask: 0.0899, s2.loss_cls: 0.0343, s2.acc: 94.8062, s2.loss_bbox: 0.0667, s2.loss_mask: 0.0426, loss: 1.0309 2022-06-07 21:47:56,474 - mmdet - INFO - Epoch [24][1800/7330] lr: 1.000e-04, eta: 1 day, 14:24:04, time: 1.457, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0187, loss_rpn_bbox: 0.0240, loss_semantic_seg: 0.1614, s0.loss_cls: 0.1425, s0.acc: 94.7805, s0.loss_bbox: 0.0822, s0.loss_mask: 0.1840, s1.loss_cls: 0.0655, s1.acc: 95.2125, s1.loss_bbox: 0.0923, s1.loss_mask: 0.0867, s2.loss_cls: 0.0332, s2.acc: 95.0151, s2.loss_bbox: 0.0608, s2.loss_mask: 0.0410, loss: 0.9923 2022-06-07 21:49:08,963 - mmdet - INFO - Epoch [24][1850/7330] lr: 1.000e-04, eta: 1 day, 14:22:49, time: 1.450, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0185, loss_rpn_bbox: 0.0235, loss_semantic_seg: 0.1625, s0.loss_cls: 0.1435, s0.acc: 94.7200, s0.loss_bbox: 0.0832, s0.loss_mask: 0.1939, s1.loss_cls: 0.0663, s1.acc: 95.1618, s1.loss_bbox: 0.0959, s1.loss_mask: 0.0910, s2.loss_cls: 0.0343, s2.acc: 94.8540, s2.loss_bbox: 0.0626, s2.loss_mask: 0.0429, loss: 1.0180 2022-06-07 21:50:21,745 - mmdet - INFO - Epoch [24][1900/7330] lr: 1.000e-04, eta: 1 day, 14:21:34, time: 1.456, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0192, loss_rpn_bbox: 0.0243, loss_semantic_seg: 0.1620, s0.loss_cls: 0.1488, s0.acc: 94.5554, s0.loss_bbox: 0.0861, s0.loss_mask: 0.1883, s1.loss_cls: 0.0673, s1.acc: 95.1442, s1.loss_bbox: 0.0966, s1.loss_mask: 0.0890, s2.loss_cls: 0.0342, s2.acc: 94.8392, s2.loss_bbox: 0.0628, s2.loss_mask: 0.0420, loss: 1.0207 2022-06-07 21:51:35,140 - mmdet - INFO - Epoch [24][1950/7330] lr: 1.000e-04, eta: 1 day, 14:20:20, time: 1.466, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0176, loss_rpn_bbox: 0.0244, loss_semantic_seg: 0.1633, s0.loss_cls: 0.1394, s0.acc: 94.7275, s0.loss_bbox: 0.0837, s0.loss_mask: 0.1827, s1.loss_cls: 0.0634, s1.acc: 95.1839, s1.loss_bbox: 0.0930, s1.loss_mask: 0.0857, s2.loss_cls: 0.0323, s2.acc: 94.9185, s2.loss_bbox: 0.0604, s2.loss_mask: 0.0405, loss: 0.9863 2022-06-07 21:52:48,127 - mmdet - INFO - Epoch [24][2000/7330] lr: 1.000e-04, eta: 1 day, 14:19:06, time: 1.462, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0266, loss_semantic_seg: 0.1621, s0.loss_cls: 0.1415, s0.acc: 94.6877, s0.loss_bbox: 0.0822, s0.loss_mask: 0.1877, s1.loss_cls: 0.0654, s1.acc: 95.1551, s1.loss_bbox: 0.0919, s1.loss_mask: 0.0886, s2.loss_cls: 0.0330, s2.acc: 94.9917, s2.loss_bbox: 0.0608, s2.loss_mask: 0.0422, loss: 1.0037 2022-06-07 21:54:00,624 - mmdet - INFO - Epoch [24][2050/7330] lr: 1.000e-04, eta: 1 day, 14:17:51, time: 1.450, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0265, loss_semantic_seg: 0.1566, s0.loss_cls: 0.1449, s0.acc: 94.6013, s0.loss_bbox: 0.0834, s0.loss_mask: 0.1885, s1.loss_cls: 0.0659, s1.acc: 95.0450, s1.loss_bbox: 0.0947, s1.loss_mask: 0.0897, s2.loss_cls: 0.0333, s2.acc: 94.8901, s2.loss_bbox: 0.0616, s2.loss_mask: 0.0426, loss: 1.0073 2022-06-07 21:55:12,922 - mmdet - INFO - Epoch [24][2100/7330] lr: 1.000e-04, eta: 1 day, 14:16:36, time: 1.446, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0264, loss_semantic_seg: 0.1637, s0.loss_cls: 0.1456, s0.acc: 94.5625, s0.loss_bbox: 0.0843, s0.loss_mask: 0.1920, s1.loss_cls: 0.0665, s1.acc: 95.1069, s1.loss_bbox: 0.0927, s1.loss_mask: 0.0906, s2.loss_cls: 0.0337, s2.acc: 94.9640, s2.loss_bbox: 0.0603, s2.loss_mask: 0.0424, loss: 1.0185 2022-06-07 21:56:25,396 - mmdet - INFO - Epoch [24][2150/7330] lr: 1.000e-04, eta: 1 day, 14:15:21, time: 1.449, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0189, loss_rpn_bbox: 0.0246, loss_semantic_seg: 0.1572, s0.loss_cls: 0.1314, s0.acc: 95.0896, s0.loss_bbox: 0.0795, s0.loss_mask: 0.1813, s1.loss_cls: 0.0586, s1.acc: 95.6285, s1.loss_bbox: 0.0921, s1.loss_mask: 0.0863, s2.loss_cls: 0.0307, s2.acc: 95.4390, s2.loss_bbox: 0.0603, s2.loss_mask: 0.0407, loss: 0.9616 2022-06-07 21:57:37,759 - mmdet - INFO - Epoch [24][2200/7330] lr: 1.000e-04, eta: 1 day, 14:14:07, time: 1.448, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0259, loss_semantic_seg: 0.1574, s0.loss_cls: 0.1430, s0.acc: 94.7161, s0.loss_bbox: 0.0837, s0.loss_mask: 0.1882, s1.loss_cls: 0.0647, s1.acc: 95.1761, s1.loss_bbox: 0.0937, s1.loss_mask: 0.0887, s2.loss_cls: 0.0330, s2.acc: 95.0026, s2.loss_bbox: 0.0612, s2.loss_mask: 0.0420, loss: 1.0013 2022-06-07 21:58:50,303 - mmdet - INFO - Epoch [24][2250/7330] lr: 1.000e-04, eta: 1 day, 14:12:52, time: 1.451, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0186, loss_rpn_bbox: 0.0280, loss_semantic_seg: 0.1608, s0.loss_cls: 0.1372, s0.acc: 94.8865, s0.loss_bbox: 0.0838, s0.loss_mask: 0.1870, s1.loss_cls: 0.0615, s1.acc: 95.4514, s1.loss_bbox: 0.0925, s1.loss_mask: 0.0892, s2.loss_cls: 0.0312, s2.acc: 95.3333, s2.loss_bbox: 0.0614, s2.loss_mask: 0.0422, loss: 0.9934 2022-06-07 22:00:02,827 - mmdet - INFO - Epoch [24][2300/7330] lr: 1.000e-04, eta: 1 day, 14:11:37, time: 1.451, data_time: 0.021, memory: 64799, loss_rpn_cls: 0.0185, loss_rpn_bbox: 0.0261, loss_semantic_seg: 0.1642, s0.loss_cls: 0.1385, s0.acc: 94.8176, s0.loss_bbox: 0.0838, s0.loss_mask: 0.1894, s1.loss_cls: 0.0630, s1.acc: 95.3750, s1.loss_bbox: 0.0950, s1.loss_mask: 0.0895, s2.loss_cls: 0.0326, s2.acc: 95.0378, s2.loss_bbox: 0.0624, s2.loss_mask: 0.0421, loss: 1.0052 2022-06-07 22:01:16,765 - mmdet - INFO - Epoch [24][2350/7330] lr: 1.000e-04, eta: 1 day, 14:10:23, time: 1.478, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0278, loss_semantic_seg: 0.1710, s0.loss_cls: 0.1480, s0.acc: 94.5168, s0.loss_bbox: 0.0882, s0.loss_mask: 0.1917, s1.loss_cls: 0.0672, s1.acc: 95.0522, s1.loss_bbox: 0.0975, s1.loss_mask: 0.0901, s2.loss_cls: 0.0349, s2.acc: 94.7706, s2.loss_bbox: 0.0615, s2.loss_mask: 0.0423, loss: 1.0401 2022-06-07 22:02:30,354 - mmdet - INFO - Epoch [24][2400/7330] lr: 1.000e-04, eta: 1 day, 14:09:09, time: 1.470, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0193, loss_rpn_bbox: 0.0267, loss_semantic_seg: 0.1657, s0.loss_cls: 0.1422, s0.acc: 94.7231, s0.loss_bbox: 0.0829, s0.loss_mask: 0.1886, s1.loss_cls: 0.0639, s1.acc: 95.3062, s1.loss_bbox: 0.0934, s1.loss_mask: 0.0885, s2.loss_cls: 0.0329, s2.acc: 95.1203, s2.loss_bbox: 0.0608, s2.loss_mask: 0.0416, loss: 1.0064 2022-06-07 22:03:42,778 - mmdet - INFO - Epoch [24][2450/7330] lr: 1.000e-04, eta: 1 day, 14:07:54, time: 1.450, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0262, loss_semantic_seg: 0.1679, s0.loss_cls: 0.1465, s0.acc: 94.6885, s0.loss_bbox: 0.0877, s0.loss_mask: 0.1995, s1.loss_cls: 0.0677, s1.acc: 95.0889, s1.loss_bbox: 0.0953, s1.loss_mask: 0.0929, s2.loss_cls: 0.0344, s2.acc: 94.9540, s2.loss_bbox: 0.0616, s2.loss_mask: 0.0438, loss: 1.0439 2022-06-07 22:04:54,298 - mmdet - INFO - Epoch [24][2500/7330] lr: 1.000e-04, eta: 1 day, 14:06:39, time: 1.430, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0180, loss_rpn_bbox: 0.0266, loss_semantic_seg: 0.1726, s0.loss_cls: 0.1358, s0.acc: 94.8792, s0.loss_bbox: 0.0826, s0.loss_mask: 0.1888, s1.loss_cls: 0.0612, s1.acc: 95.4570, s1.loss_bbox: 0.0920, s1.loss_mask: 0.0890, s2.loss_cls: 0.0314, s2.acc: 95.2759, s2.loss_bbox: 0.0609, s2.loss_mask: 0.0422, loss: 1.0011 2022-06-07 22:06:07,532 - mmdet - INFO - Epoch [24][2550/7330] lr: 1.000e-04, eta: 1 day, 14:05:25, time: 1.465, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0183, loss_rpn_bbox: 0.0249, loss_semantic_seg: 0.1729, s0.loss_cls: 0.1388, s0.acc: 94.8816, s0.loss_bbox: 0.0807, s0.loss_mask: 0.1854, s1.loss_cls: 0.0640, s1.acc: 95.3657, s1.loss_bbox: 0.0917, s1.loss_mask: 0.0875, s2.loss_cls: 0.0335, s2.acc: 95.0225, s2.loss_bbox: 0.0602, s2.loss_mask: 0.0413, loss: 0.9993 2022-06-07 22:07:20,302 - mmdet - INFO - Epoch [24][2600/7330] lr: 1.000e-04, eta: 1 day, 14:04:10, time: 1.456, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0263, loss_semantic_seg: 0.1684, s0.loss_cls: 0.1455, s0.acc: 94.6643, s0.loss_bbox: 0.0867, s0.loss_mask: 0.1900, s1.loss_cls: 0.0670, s1.acc: 95.1435, s1.loss_bbox: 0.0966, s1.loss_mask: 0.0889, s2.loss_cls: 0.0345, s2.acc: 94.8419, s2.loss_bbox: 0.0618, s2.loss_mask: 0.0420, loss: 1.0280 2022-06-07 22:08:32,759 - mmdet - INFO - Epoch [24][2650/7330] lr: 1.000e-04, eta: 1 day, 14:02:56, time: 1.449, data_time: 0.021, memory: 64799, loss_rpn_cls: 0.0192, loss_rpn_bbox: 0.0254, loss_semantic_seg: 0.1737, s0.loss_cls: 0.1345, s0.acc: 95.0435, s0.loss_bbox: 0.0772, s0.loss_mask: 0.1836, s1.loss_cls: 0.0613, s1.acc: 95.5019, s1.loss_bbox: 0.0869, s1.loss_mask: 0.0862, s2.loss_cls: 0.0313, s2.acc: 95.3370, s2.loss_bbox: 0.0572, s2.loss_mask: 0.0409, loss: 0.9772 2022-06-07 22:09:46,554 - mmdet - INFO - Epoch [24][2700/7330] lr: 1.000e-04, eta: 1 day, 14:01:41, time: 1.474, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0192, loss_rpn_bbox: 0.0258, loss_semantic_seg: 0.1665, s0.loss_cls: 0.1417, s0.acc: 94.6895, s0.loss_bbox: 0.0865, s0.loss_mask: 0.1894, s1.loss_cls: 0.0643, s1.acc: 95.2247, s1.loss_bbox: 0.0972, s1.loss_mask: 0.0896, s2.loss_cls: 0.0331, s2.acc: 95.0345, s2.loss_bbox: 0.0627, s2.loss_mask: 0.0423, loss: 1.0184 2022-06-07 22:11:00,636 - mmdet - INFO - Epoch [24][2750/7330] lr: 1.000e-04, eta: 1 day, 14:00:28, time: 1.484, data_time: 0.021, memory: 64799, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0250, loss_semantic_seg: 0.1576, s0.loss_cls: 0.1397, s0.acc: 94.7915, s0.loss_bbox: 0.0799, s0.loss_mask: 0.1873, s1.loss_cls: 0.0643, s1.acc: 95.3087, s1.loss_bbox: 0.0925, s1.loss_mask: 0.0890, s2.loss_cls: 0.0326, s2.acc: 95.1169, s2.loss_bbox: 0.0612, s2.loss_mask: 0.0418, loss: 0.9904 2022-06-07 22:12:13,806 - mmdet - INFO - Epoch [24][2800/7330] lr: 1.000e-04, eta: 1 day, 13:59:13, time: 1.462, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0254, loss_semantic_seg: 0.1741, s0.loss_cls: 0.1464, s0.acc: 94.6509, s0.loss_bbox: 0.0850, s0.loss_mask: 0.1908, s1.loss_cls: 0.0668, s1.acc: 95.1740, s1.loss_bbox: 0.0972, s1.loss_mask: 0.0906, s2.loss_cls: 0.0340, s2.acc: 94.9691, s2.loss_bbox: 0.0626, s2.loss_mask: 0.0426, loss: 1.0365 2022-06-07 22:13:26,463 - mmdet - INFO - Epoch [24][2850/7330] lr: 1.000e-04, eta: 1 day, 13:57:59, time: 1.454, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0265, loss_semantic_seg: 0.1658, s0.loss_cls: 0.1396, s0.acc: 94.8044, s0.loss_bbox: 0.0837, s0.loss_mask: 0.1866, s1.loss_cls: 0.0643, s1.acc: 95.2222, s1.loss_bbox: 0.0939, s1.loss_mask: 0.0881, s2.loss_cls: 0.0329, s2.acc: 94.9875, s2.loss_bbox: 0.0606, s2.loss_mask: 0.0415, loss: 1.0029 2022-06-07 22:14:39,532 - mmdet - INFO - Epoch [24][2900/7330] lr: 1.000e-04, eta: 1 day, 13:56:44, time: 1.461, data_time: 0.021, memory: 64799, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0264, loss_semantic_seg: 0.1697, s0.loss_cls: 0.1498, s0.acc: 94.5093, s0.loss_bbox: 0.0844, s0.loss_mask: 0.1903, s1.loss_cls: 0.0687, s1.acc: 94.9712, s1.loss_bbox: 0.0947, s1.loss_mask: 0.0890, s2.loss_cls: 0.0351, s2.acc: 94.8780, s2.loss_bbox: 0.0614, s2.loss_mask: 0.0418, loss: 1.0319 2022-06-07 22:15:53,521 - mmdet - INFO - Epoch [24][2950/7330] lr: 1.000e-04, eta: 1 day, 13:55:30, time: 1.480, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0280, loss_semantic_seg: 0.1684, s0.loss_cls: 0.1483, s0.acc: 94.6013, s0.loss_bbox: 0.0884, s0.loss_mask: 0.1864, s1.loss_cls: 0.0685, s1.acc: 94.9836, s1.loss_bbox: 0.0950, s1.loss_mask: 0.0877, s2.loss_cls: 0.0348, s2.acc: 94.8721, s2.loss_bbox: 0.0613, s2.loss_mask: 0.0411, loss: 1.0301 2022-06-07 22:17:06,681 - mmdet - INFO - Epoch [24][3000/7330] lr: 1.000e-04, eta: 1 day, 13:54:16, time: 1.463, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0261, loss_semantic_seg: 0.1682, s0.loss_cls: 0.1387, s0.acc: 94.9019, s0.loss_bbox: 0.0816, s0.loss_mask: 0.1857, s1.loss_cls: 0.0635, s1.acc: 95.3732, s1.loss_bbox: 0.0916, s1.loss_mask: 0.0877, s2.loss_cls: 0.0328, s2.acc: 95.1106, s2.loss_bbox: 0.0596, s2.loss_mask: 0.0416, loss: 0.9981 2022-06-07 22:18:19,299 - mmdet - INFO - Epoch [24][3050/7330] lr: 1.000e-04, eta: 1 day, 13:53:01, time: 1.452, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0183, loss_rpn_bbox: 0.0256, loss_semantic_seg: 0.1703, s0.loss_cls: 0.1412, s0.acc: 94.7737, s0.loss_bbox: 0.0815, s0.loss_mask: 0.1913, s1.loss_cls: 0.0655, s1.acc: 95.1748, s1.loss_bbox: 0.0899, s1.loss_mask: 0.0904, s2.loss_cls: 0.0337, s2.acc: 95.0155, s2.loss_bbox: 0.0583, s2.loss_mask: 0.0428, loss: 1.0088 2022-06-07 22:19:32,350 - mmdet - INFO - Epoch [24][3100/7330] lr: 1.000e-04, eta: 1 day, 13:51:47, time: 1.461, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0239, loss_semantic_seg: 0.1690, s0.loss_cls: 0.1421, s0.acc: 94.8997, s0.loss_bbox: 0.0817, s0.loss_mask: 0.1892, s1.loss_cls: 0.0653, s1.acc: 95.3016, s1.loss_bbox: 0.0920, s1.loss_mask: 0.0896, s2.loss_cls: 0.0334, s2.acc: 95.0719, s2.loss_bbox: 0.0596, s2.loss_mask: 0.0425, loss: 1.0086 2022-06-07 22:20:44,447 - mmdet - INFO - Epoch [24][3150/7330] lr: 1.000e-04, eta: 1 day, 13:50:32, time: 1.442, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0246, loss_semantic_seg: 0.1598, s0.loss_cls: 0.1285, s0.acc: 95.2729, s0.loss_bbox: 0.0791, s0.loss_mask: 0.1863, s1.loss_cls: 0.0578, s1.acc: 95.7236, s1.loss_bbox: 0.0892, s1.loss_mask: 0.0876, s2.loss_cls: 0.0295, s2.acc: 95.5418, s2.loss_bbox: 0.0580, s2.loss_mask: 0.0415, loss: 0.9619 2022-06-07 22:21:56,468 - mmdet - INFO - Epoch [24][3200/7330] lr: 1.000e-04, eta: 1 day, 13:49:17, time: 1.441, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0177, loss_rpn_bbox: 0.0257, loss_semantic_seg: 0.1638, s0.loss_cls: 0.1361, s0.acc: 95.0342, s0.loss_bbox: 0.0826, s0.loss_mask: 0.1904, s1.loss_cls: 0.0626, s1.acc: 95.4447, s1.loss_bbox: 0.0920, s1.loss_mask: 0.0896, s2.loss_cls: 0.0322, s2.acc: 95.2899, s2.loss_bbox: 0.0585, s2.loss_mask: 0.0419, loss: 0.9930 2022-06-07 22:23:07,914 - mmdet - INFO - Epoch [24][3250/7330] lr: 1.000e-04, eta: 1 day, 13:48:02, time: 1.427, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0192, loss_rpn_bbox: 0.0271, loss_semantic_seg: 0.1594, s0.loss_cls: 0.1374, s0.acc: 94.9531, s0.loss_bbox: 0.0819, s0.loss_mask: 0.1836, s1.loss_cls: 0.0629, s1.acc: 95.4468, s1.loss_bbox: 0.0911, s1.loss_mask: 0.0870, s2.loss_cls: 0.0313, s2.acc: 95.2643, s2.loss_bbox: 0.0599, s2.loss_mask: 0.0410, loss: 0.9818 2022-06-07 22:24:20,602 - mmdet - INFO - Epoch [24][3300/7330] lr: 1.000e-04, eta: 1 day, 13:46:47, time: 1.456, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0183, loss_rpn_bbox: 0.0260, loss_semantic_seg: 0.1710, s0.loss_cls: 0.1353, s0.acc: 94.9409, s0.loss_bbox: 0.0821, s0.loss_mask: 0.1889, s1.loss_cls: 0.0625, s1.acc: 95.3531, s1.loss_bbox: 0.0912, s1.loss_mask: 0.0892, s2.loss_cls: 0.0318, s2.acc: 95.1615, s2.loss_bbox: 0.0590, s2.loss_mask: 0.0421, loss: 0.9974 2022-06-07 22:25:34,171 - mmdet - INFO - Epoch [24][3350/7330] lr: 1.000e-04, eta: 1 day, 13:45:33, time: 1.471, data_time: 0.022, memory: 64799, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0261, loss_semantic_seg: 0.1671, s0.loss_cls: 0.1407, s0.acc: 94.7495, s0.loss_bbox: 0.0840, s0.loss_mask: 0.1946, s1.loss_cls: 0.0646, s1.acc: 95.3044, s1.loss_bbox: 0.0945, s1.loss_mask: 0.0919, s2.loss_cls: 0.0327, s2.acc: 95.0596, s2.loss_bbox: 0.0609, s2.loss_mask: 0.0436, loss: 1.0216 2022-06-07 22:26:45,968 - mmdet - INFO - Epoch [24][3400/7330] lr: 1.000e-04, eta: 1 day, 13:44:18, time: 1.436, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0263, loss_semantic_seg: 0.1631, s0.loss_cls: 0.1455, s0.acc: 94.6018, s0.loss_bbox: 0.0893, s0.loss_mask: 0.1961, s1.loss_cls: 0.0664, s1.acc: 95.1495, s1.loss_bbox: 0.0972, s1.loss_mask: 0.0913, s2.loss_cls: 0.0335, s2.acc: 94.9734, s2.loss_bbox: 0.0614, s2.loss_mask: 0.0429, loss: 1.0325 2022-06-07 22:27:57,925 - mmdet - INFO - Epoch [24][3450/7330] lr: 1.000e-04, eta: 1 day, 13:43:03, time: 1.439, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0257, loss_semantic_seg: 0.1637, s0.loss_cls: 0.1464, s0.acc: 94.7361, s0.loss_bbox: 0.0828, s0.loss_mask: 0.1888, s1.loss_cls: 0.0667, s1.acc: 95.2815, s1.loss_bbox: 0.0941, s1.loss_mask: 0.0889, s2.loss_cls: 0.0340, s2.acc: 95.0702, s2.loss_bbox: 0.0623, s2.loss_mask: 0.0419, loss: 1.0182 2022-06-07 22:29:09,946 - mmdet - INFO - Epoch [24][3500/7330] lr: 1.000e-04, eta: 1 day, 13:41:48, time: 1.440, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0191, loss_rpn_bbox: 0.0261, loss_semantic_seg: 0.1619, s0.loss_cls: 0.1362, s0.acc: 94.8176, s0.loss_bbox: 0.0805, s0.loss_mask: 0.1856, s1.loss_cls: 0.0623, s1.acc: 95.2729, s1.loss_bbox: 0.0918, s1.loss_mask: 0.0879, s2.loss_cls: 0.0315, s2.acc: 95.1589, s2.loss_bbox: 0.0600, s2.loss_mask: 0.0416, loss: 0.9845 2022-06-07 22:30:22,777 - mmdet - INFO - Epoch [24][3550/7330] lr: 1.000e-04, eta: 1 day, 13:40:34, time: 1.456, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0180, loss_rpn_bbox: 0.0251, loss_semantic_seg: 0.1579, s0.loss_cls: 0.1386, s0.acc: 94.8379, s0.loss_bbox: 0.0855, s0.loss_mask: 0.1831, s1.loss_cls: 0.0650, s1.acc: 95.1599, s1.loss_bbox: 0.0929, s1.loss_mask: 0.0862, s2.loss_cls: 0.0337, s2.acc: 94.9249, s2.loss_bbox: 0.0602, s2.loss_mask: 0.0405, loss: 0.9869 2022-06-07 22:31:35,039 - mmdet - INFO - Epoch [24][3600/7330] lr: 1.000e-04, eta: 1 day, 13:39:19, time: 1.445, data_time: 0.012, memory: 64799, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0268, loss_semantic_seg: 0.1657, s0.loss_cls: 0.1405, s0.acc: 94.7634, s0.loss_bbox: 0.0826, s0.loss_mask: 0.1869, s1.loss_cls: 0.0643, s1.acc: 95.2424, s1.loss_bbox: 0.0931, s1.loss_mask: 0.0884, s2.loss_cls: 0.0337, s2.acc: 94.9758, s2.loss_bbox: 0.0589, s2.loss_mask: 0.0414, loss: 1.0017 2022-06-07 22:32:47,772 - mmdet - INFO - Epoch [24][3650/7330] lr: 1.000e-04, eta: 1 day, 13:38:04, time: 1.455, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0187, loss_rpn_bbox: 0.0258, loss_semantic_seg: 0.1588, s0.loss_cls: 0.1367, s0.acc: 94.9285, s0.loss_bbox: 0.0835, s0.loss_mask: 0.1902, s1.loss_cls: 0.0624, s1.acc: 95.3855, s1.loss_bbox: 0.0946, s1.loss_mask: 0.0904, s2.loss_cls: 0.0320, s2.acc: 95.2959, s2.loss_bbox: 0.0619, s2.loss_mask: 0.0430, loss: 0.9981 2022-06-07 22:34:00,713 - mmdet - INFO - Epoch [24][3700/7330] lr: 1.000e-04, eta: 1 day, 13:36:50, time: 1.459, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0180, loss_rpn_bbox: 0.0254, loss_semantic_seg: 0.1642, s0.loss_cls: 0.1383, s0.acc: 94.8835, s0.loss_bbox: 0.0818, s0.loss_mask: 0.1876, s1.loss_cls: 0.0640, s1.acc: 95.3231, s1.loss_bbox: 0.0898, s1.loss_mask: 0.0882, s2.loss_cls: 0.0321, s2.acc: 95.2617, s2.loss_bbox: 0.0583, s2.loss_mask: 0.0415, loss: 0.9892 2022-06-07 22:35:13,398 - mmdet - INFO - Epoch [24][3750/7330] lr: 1.000e-04, eta: 1 day, 13:35:35, time: 1.454, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0250, loss_semantic_seg: 0.1688, s0.loss_cls: 0.1424, s0.acc: 94.8362, s0.loss_bbox: 0.0831, s0.loss_mask: 0.1851, s1.loss_cls: 0.0650, s1.acc: 95.2162, s1.loss_bbox: 0.0882, s1.loss_mask: 0.0871, s2.loss_cls: 0.0330, s2.acc: 95.0666, s2.loss_bbox: 0.0578, s2.loss_mask: 0.0416, loss: 0.9966 2022-06-07 22:36:25,535 - mmdet - INFO - Epoch [24][3800/7330] lr: 1.000e-04, eta: 1 day, 13:34:21, time: 1.443, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0185, loss_rpn_bbox: 0.0252, loss_semantic_seg: 0.1602, s0.loss_cls: 0.1272, s0.acc: 95.3374, s0.loss_bbox: 0.0779, s0.loss_mask: 0.1838, s1.loss_cls: 0.0579, s1.acc: 95.7972, s1.loss_bbox: 0.0881, s1.loss_mask: 0.0867, s2.loss_cls: 0.0301, s2.acc: 95.6066, s2.loss_bbox: 0.0569, s2.loss_mask: 0.0413, loss: 0.9539 2022-06-07 22:37:38,277 - mmdet - INFO - Epoch [24][3850/7330] lr: 1.000e-04, eta: 1 day, 13:33:06, time: 1.455, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0178, loss_rpn_bbox: 0.0249, loss_semantic_seg: 0.1583, s0.loss_cls: 0.1422, s0.acc: 94.7585, s0.loss_bbox: 0.0821, s0.loss_mask: 0.1862, s1.loss_cls: 0.0651, s1.acc: 95.2615, s1.loss_bbox: 0.0917, s1.loss_mask: 0.0879, s2.loss_cls: 0.0325, s2.acc: 95.1457, s2.loss_bbox: 0.0616, s2.loss_mask: 0.0417, loss: 0.9918 2022-06-07 22:38:51,550 - mmdet - INFO - Epoch [24][3900/7330] lr: 1.000e-04, eta: 1 day, 13:31:52, time: 1.466, data_time: 0.021, memory: 64799, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0269, loss_semantic_seg: 0.1671, s0.loss_cls: 0.1467, s0.acc: 94.7039, s0.loss_bbox: 0.0843, s0.loss_mask: 0.1871, s1.loss_cls: 0.0675, s1.acc: 95.1523, s1.loss_bbox: 0.0938, s1.loss_mask: 0.0879, s2.loss_cls: 0.0352, s2.acc: 94.9144, s2.loss_bbox: 0.0605, s2.loss_mask: 0.0416, loss: 1.0209 2022-06-07 22:40:06,203 - mmdet - INFO - Epoch [24][3950/7330] lr: 1.000e-04, eta: 1 day, 13:30:38, time: 1.493, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0190, loss_rpn_bbox: 0.0263, loss_semantic_seg: 0.1662, s0.loss_cls: 0.1402, s0.acc: 94.8289, s0.loss_bbox: 0.0821, s0.loss_mask: 0.1821, s1.loss_cls: 0.0632, s1.acc: 95.2983, s1.loss_bbox: 0.0933, s1.loss_mask: 0.0863, s2.loss_cls: 0.0329, s2.acc: 95.0421, s2.loss_bbox: 0.0613, s2.loss_mask: 0.0408, loss: 0.9937 2022-06-07 22:41:19,423 - mmdet - INFO - Epoch [24][4000/7330] lr: 1.000e-04, eta: 1 day, 13:29:24, time: 1.464, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0182, loss_rpn_bbox: 0.0247, loss_semantic_seg: 0.1725, s0.loss_cls: 0.1474, s0.acc: 94.5896, s0.loss_bbox: 0.0851, s0.loss_mask: 0.1821, s1.loss_cls: 0.0675, s1.acc: 95.0952, s1.loss_bbox: 0.0957, s1.loss_mask: 0.0861, s2.loss_cls: 0.0344, s2.acc: 94.8504, s2.loss_bbox: 0.0625, s2.loss_mask: 0.0408, loss: 1.0171 2022-06-07 22:42:32,599 - mmdet - INFO - Epoch [24][4050/7330] lr: 1.000e-04, eta: 1 day, 13:28:10, time: 1.464, data_time: 0.020, memory: 64799, loss_rpn_cls: 0.0233, loss_rpn_bbox: 0.0284, loss_semantic_seg: 0.1759, s0.loss_cls: 0.1618, s0.acc: 94.1206, s0.loss_bbox: 0.0942, s0.loss_mask: 0.1970, s1.loss_cls: 0.0748, s1.acc: 94.7257, s1.loss_bbox: 0.1054, s1.loss_mask: 0.0927, s2.loss_cls: 0.0380, s2.acc: 94.4350, s2.loss_bbox: 0.0684, s2.loss_mask: 0.0441, loss: 1.1042 2022-06-07 22:43:46,200 - mmdet - INFO - Epoch [24][4100/7330] lr: 1.000e-04, eta: 1 day, 13:26:55, time: 1.469, data_time: 0.020, memory: 64799, loss_rpn_cls: 0.0191, loss_rpn_bbox: 0.0241, loss_semantic_seg: 0.1649, s0.loss_cls: 0.1483, s0.acc: 94.5891, s0.loss_bbox: 0.0847, s0.loss_mask: 0.1828, s1.loss_cls: 0.0677, s1.acc: 95.0336, s1.loss_bbox: 0.0953, s1.loss_mask: 0.0861, s2.loss_cls: 0.0347, s2.acc: 94.7859, s2.loss_bbox: 0.0620, s2.loss_mask: 0.0408, loss: 1.0106 2022-06-07 22:44:59,202 - mmdet - INFO - Epoch [24][4150/7330] lr: 1.000e-04, eta: 1 day, 13:25:41, time: 1.463, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0264, loss_semantic_seg: 0.1741, s0.loss_cls: 0.1483, s0.acc: 94.6326, s0.loss_bbox: 0.0838, s0.loss_mask: 0.1860, s1.loss_cls: 0.0668, s1.acc: 95.1748, s1.loss_bbox: 0.0933, s1.loss_mask: 0.0880, s2.loss_cls: 0.0342, s2.acc: 94.9157, s2.loss_bbox: 0.0615, s2.loss_mask: 0.0413, loss: 1.0234 2022-06-07 22:46:12,284 - mmdet - INFO - Epoch [24][4200/7330] lr: 1.000e-04, eta: 1 day, 13:24:27, time: 1.461, data_time: 0.021, memory: 64799, loss_rpn_cls: 0.0192, loss_rpn_bbox: 0.0248, loss_semantic_seg: 0.1681, s0.loss_cls: 0.1424, s0.acc: 94.6882, s0.loss_bbox: 0.0830, s0.loss_mask: 0.1854, s1.loss_cls: 0.0653, s1.acc: 95.1090, s1.loss_bbox: 0.0941, s1.loss_mask: 0.0881, s2.loss_cls: 0.0336, s2.acc: 94.8997, s2.loss_bbox: 0.0627, s2.loss_mask: 0.0418, loss: 1.0084 2022-06-07 22:47:25,545 - mmdet - INFO - Epoch [24][4250/7330] lr: 1.000e-04, eta: 1 day, 13:23:12, time: 1.465, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0255, loss_semantic_seg: 0.1725, s0.loss_cls: 0.1494, s0.acc: 94.5227, s0.loss_bbox: 0.0862, s0.loss_mask: 0.1874, s1.loss_cls: 0.0676, s1.acc: 95.0930, s1.loss_bbox: 0.0956, s1.loss_mask: 0.0892, s2.loss_cls: 0.0345, s2.acc: 94.8556, s2.loss_bbox: 0.0637, s2.loss_mask: 0.0426, loss: 1.0354 2022-06-07 22:48:38,660 - mmdet - INFO - Epoch [24][4300/7330] lr: 1.000e-04, eta: 1 day, 13:21:58, time: 1.462, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0270, loss_semantic_seg: 0.1594, s0.loss_cls: 0.1463, s0.acc: 94.5261, s0.loss_bbox: 0.0880, s0.loss_mask: 0.1910, s1.loss_cls: 0.0675, s1.acc: 94.9099, s1.loss_bbox: 0.0979, s1.loss_mask: 0.0900, s2.loss_cls: 0.0348, s2.acc: 94.8005, s2.loss_bbox: 0.0631, s2.loss_mask: 0.0427, loss: 1.0278 2022-06-07 22:49:50,736 - mmdet - INFO - Epoch [24][4350/7330] lr: 1.000e-04, eta: 1 day, 13:20:43, time: 1.442, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0169, loss_rpn_bbox: 0.0231, loss_semantic_seg: 0.1607, s0.loss_cls: 0.1363, s0.acc: 95.0623, s0.loss_bbox: 0.0823, s0.loss_mask: 0.1844, s1.loss_cls: 0.0618, s1.acc: 95.5790, s1.loss_bbox: 0.0921, s1.loss_mask: 0.0877, s2.loss_cls: 0.0317, s2.acc: 95.3851, s2.loss_bbox: 0.0607, s2.loss_mask: 0.0419, loss: 0.9795 2022-06-07 22:51:02,547 - mmdet - INFO - Epoch [24][4400/7330] lr: 1.000e-04, eta: 1 day, 13:19:28, time: 1.436, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0186, loss_rpn_bbox: 0.0263, loss_semantic_seg: 0.1672, s0.loss_cls: 0.1446, s0.acc: 94.6243, s0.loss_bbox: 0.0851, s0.loss_mask: 0.1876, s1.loss_cls: 0.0666, s1.acc: 95.0528, s1.loss_bbox: 0.0963, s1.loss_mask: 0.0885, s2.loss_cls: 0.0346, s2.acc: 94.8286, s2.loss_bbox: 0.0633, s2.loss_mask: 0.0418, loss: 1.0206 2022-06-07 22:52:16,231 - mmdet - INFO - Epoch [24][4450/7330] lr: 1.000e-04, eta: 1 day, 13:18:14, time: 1.473, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0178, loss_rpn_bbox: 0.0247, loss_semantic_seg: 0.1603, s0.loss_cls: 0.1422, s0.acc: 94.7383, s0.loss_bbox: 0.0856, s0.loss_mask: 0.1875, s1.loss_cls: 0.0657, s1.acc: 95.1581, s1.loss_bbox: 0.0933, s1.loss_mask: 0.0880, s2.loss_cls: 0.0334, s2.acc: 94.9938, s2.loss_bbox: 0.0601, s2.loss_mask: 0.0408, loss: 0.9994 2022-06-07 22:53:30,320 - mmdet - INFO - Epoch [24][4500/7330] lr: 1.000e-04, eta: 1 day, 13:17:00, time: 1.480, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0178, loss_rpn_bbox: 0.0243, loss_semantic_seg: 0.1567, s0.loss_cls: 0.1343, s0.acc: 95.0471, s0.loss_bbox: 0.0786, s0.loss_mask: 0.1845, s1.loss_cls: 0.0619, s1.acc: 95.4949, s1.loss_bbox: 0.0900, s1.loss_mask: 0.0876, s2.loss_cls: 0.0314, s2.acc: 95.3565, s2.loss_bbox: 0.0605, s2.loss_mask: 0.0418, loss: 0.9695 2022-06-07 22:54:43,319 - mmdet - INFO - Epoch [24][4550/7330] lr: 1.000e-04, eta: 1 day, 13:15:46, time: 1.462, data_time: 0.021, memory: 64799, loss_rpn_cls: 0.0194, loss_rpn_bbox: 0.0267, loss_semantic_seg: 0.1689, s0.loss_cls: 0.1432, s0.acc: 94.7471, s0.loss_bbox: 0.0828, s0.loss_mask: 0.1863, s1.loss_cls: 0.0660, s1.acc: 95.1872, s1.loss_bbox: 0.0925, s1.loss_mask: 0.0883, s2.loss_cls: 0.0334, s2.acc: 94.9481, s2.loss_bbox: 0.0605, s2.loss_mask: 0.0418, loss: 1.0097 2022-06-07 22:55:56,559 - mmdet - INFO - Epoch [24][4600/7330] lr: 1.000e-04, eta: 1 day, 13:14:32, time: 1.465, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0262, loss_semantic_seg: 0.1777, s0.loss_cls: 0.1561, s0.acc: 94.2598, s0.loss_bbox: 0.0873, s0.loss_mask: 0.1910, s1.loss_cls: 0.0717, s1.acc: 94.8089, s1.loss_bbox: 0.0978, s1.loss_mask: 0.0899, s2.loss_cls: 0.0366, s2.acc: 94.4965, s2.loss_bbox: 0.0615, s2.loss_mask: 0.0423, loss: 1.0595 2022-06-07 22:57:09,341 - mmdet - INFO - Epoch [24][4650/7330] lr: 1.000e-04, eta: 1 day, 13:13:17, time: 1.456, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0253, loss_semantic_seg: 0.1690, s0.loss_cls: 0.1535, s0.acc: 94.3628, s0.loss_bbox: 0.0890, s0.loss_mask: 0.1934, s1.loss_cls: 0.0720, s1.acc: 94.8111, s1.loss_bbox: 0.1009, s1.loss_mask: 0.0913, s2.loss_cls: 0.0365, s2.acc: 94.5746, s2.loss_bbox: 0.0651, s2.loss_mask: 0.0433, loss: 1.0588 2022-06-07 22:58:22,332 - mmdet - INFO - Epoch [24][4700/7330] lr: 1.000e-04, eta: 1 day, 13:12:03, time: 1.460, data_time: 0.020, memory: 64799, loss_rpn_cls: 0.0190, loss_rpn_bbox: 0.0250, loss_semantic_seg: 0.1617, s0.loss_cls: 0.1373, s0.acc: 94.9253, s0.loss_bbox: 0.0760, s0.loss_mask: 0.1796, s1.loss_cls: 0.0631, s1.acc: 95.4534, s1.loss_bbox: 0.0862, s1.loss_mask: 0.0856, s2.loss_cls: 0.0319, s2.acc: 95.2472, s2.loss_bbox: 0.0576, s2.loss_mask: 0.0409, loss: 0.9640 2022-06-07 22:59:35,388 - mmdet - INFO - Epoch [24][4750/7330] lr: 1.000e-04, eta: 1 day, 13:10:48, time: 1.460, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0185, loss_rpn_bbox: 0.0256, loss_semantic_seg: 0.1657, s0.loss_cls: 0.1416, s0.acc: 94.7717, s0.loss_bbox: 0.0829, s0.loss_mask: 0.1840, s1.loss_cls: 0.0656, s1.acc: 95.2147, s1.loss_bbox: 0.0899, s1.loss_mask: 0.0865, s2.loss_cls: 0.0335, s2.acc: 95.0612, s2.loss_bbox: 0.0581, s2.loss_mask: 0.0407, loss: 0.9924 2022-06-07 23:00:48,433 - mmdet - INFO - Epoch [24][4800/7330] lr: 1.000e-04, eta: 1 day, 13:09:34, time: 1.461, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0266, loss_semantic_seg: 0.1697, s0.loss_cls: 0.1522, s0.acc: 94.4731, s0.loss_bbox: 0.0886, s0.loss_mask: 0.1924, s1.loss_cls: 0.0707, s1.acc: 94.8577, s1.loss_bbox: 0.0969, s1.loss_mask: 0.0909, s2.loss_cls: 0.0361, s2.acc: 94.5524, s2.loss_bbox: 0.0629, s2.loss_mask: 0.0429, loss: 1.0515 2022-06-07 23:02:01,651 - mmdet - INFO - Epoch [24][4850/7330] lr: 1.000e-04, eta: 1 day, 13:08:20, time: 1.465, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0175, loss_rpn_bbox: 0.0252, loss_semantic_seg: 0.1599, s0.loss_cls: 0.1422, s0.acc: 94.7356, s0.loss_bbox: 0.0828, s0.loss_mask: 0.1848, s1.loss_cls: 0.0646, s1.acc: 95.2861, s1.loss_bbox: 0.0921, s1.loss_mask: 0.0869, s2.loss_cls: 0.0335, s2.acc: 95.0034, s2.loss_bbox: 0.0597, s2.loss_mask: 0.0408, loss: 0.9901 2022-06-07 23:03:15,067 - mmdet - INFO - Epoch [24][4900/7330] lr: 1.000e-04, eta: 1 day, 13:07:06, time: 1.468, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0194, loss_rpn_bbox: 0.0278, loss_semantic_seg: 0.1678, s0.loss_cls: 0.1481, s0.acc: 94.5527, s0.loss_bbox: 0.0869, s0.loss_mask: 0.1914, s1.loss_cls: 0.0675, s1.acc: 95.0846, s1.loss_bbox: 0.0943, s1.loss_mask: 0.0901, s2.loss_cls: 0.0340, s2.acc: 94.9857, s2.loss_bbox: 0.0616, s2.loss_mask: 0.0428, loss: 1.0317 2022-06-07 23:04:28,068 - mmdet - INFO - Epoch [24][4950/7330] lr: 1.000e-04, eta: 1 day, 13:05:51, time: 1.460, data_time: 0.020, memory: 64799, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0271, loss_semantic_seg: 0.1680, s0.loss_cls: 0.1451, s0.acc: 94.6665, s0.loss_bbox: 0.0846, s0.loss_mask: 0.1862, s1.loss_cls: 0.0662, s1.acc: 95.1394, s1.loss_bbox: 0.0938, s1.loss_mask: 0.0876, s2.loss_cls: 0.0342, s2.acc: 94.9366, s2.loss_bbox: 0.0607, s2.loss_mask: 0.0416, loss: 1.0161 2022-06-07 23:05:39,311 - mmdet - INFO - Epoch [24][5000/7330] lr: 1.000e-04, eta: 1 day, 13:04:36, time: 1.425, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0258, loss_semantic_seg: 0.1719, s0.loss_cls: 0.1465, s0.acc: 94.5718, s0.loss_bbox: 0.0854, s0.loss_mask: 0.1897, s1.loss_cls: 0.0678, s1.acc: 95.0242, s1.loss_bbox: 0.0931, s1.loss_mask: 0.0893, s2.loss_cls: 0.0344, s2.acc: 94.9161, s2.loss_bbox: 0.0604, s2.loss_mask: 0.0423, loss: 1.0276 2022-06-07 23:06:52,018 - mmdet - INFO - Epoch [24][5050/7330] lr: 1.000e-04, eta: 1 day, 13:03:21, time: 1.454, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0275, loss_semantic_seg: 0.1736, s0.loss_cls: 0.1469, s0.acc: 94.6543, s0.loss_bbox: 0.0854, s0.loss_mask: 0.1925, s1.loss_cls: 0.0668, s1.acc: 95.1433, s1.loss_bbox: 0.0944, s1.loss_mask: 0.0910, s2.loss_cls: 0.0341, s2.acc: 94.9691, s2.loss_bbox: 0.0604, s2.loss_mask: 0.0430, loss: 1.0359 2022-06-07 23:08:04,433 - mmdet - INFO - Epoch [24][5100/7330] lr: 1.000e-04, eta: 1 day, 13:02:07, time: 1.448, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0171, loss_rpn_bbox: 0.0230, loss_semantic_seg: 0.1662, s0.loss_cls: 0.1387, s0.acc: 94.9680, s0.loss_bbox: 0.0802, s0.loss_mask: 0.1875, s1.loss_cls: 0.0637, s1.acc: 95.3546, s1.loss_bbox: 0.0901, s1.loss_mask: 0.0883, s2.loss_cls: 0.0326, s2.acc: 95.2106, s2.loss_bbox: 0.0584, s2.loss_mask: 0.0419, loss: 0.9877 2022-06-07 23:09:17,492 - mmdet - INFO - Epoch [24][5150/7330] lr: 1.000e-04, eta: 1 day, 13:00:52, time: 1.461, data_time: 0.020, memory: 64799, loss_rpn_cls: 0.0181, loss_rpn_bbox: 0.0248, loss_semantic_seg: 0.1621, s0.loss_cls: 0.1373, s0.acc: 94.8916, s0.loss_bbox: 0.0838, s0.loss_mask: 0.1886, s1.loss_cls: 0.0622, s1.acc: 95.3974, s1.loss_bbox: 0.0950, s1.loss_mask: 0.0890, s2.loss_cls: 0.0318, s2.acc: 95.2217, s2.loss_bbox: 0.0618, s2.loss_mask: 0.0416, loss: 0.9961 2022-06-07 23:10:30,222 - mmdet - INFO - Epoch [24][5200/7330] lr: 1.000e-04, eta: 1 day, 12:59:38, time: 1.456, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0261, loss_semantic_seg: 0.1620, s0.loss_cls: 0.1466, s0.acc: 94.6501, s0.loss_bbox: 0.0853, s0.loss_mask: 0.1944, s1.loss_cls: 0.0679, s1.acc: 95.1105, s1.loss_bbox: 0.0953, s1.loss_mask: 0.0908, s2.loss_cls: 0.0344, s2.acc: 94.8859, s2.loss_bbox: 0.0615, s2.loss_mask: 0.0430, loss: 1.0283 2022-06-07 23:11:42,241 - mmdet - INFO - Epoch [24][5250/7330] lr: 1.000e-04, eta: 1 day, 12:58:23, time: 1.440, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0259, loss_semantic_seg: 0.1652, s0.loss_cls: 0.1411, s0.acc: 94.8125, s0.loss_bbox: 0.0849, s0.loss_mask: 0.1877, s1.loss_cls: 0.0654, s1.acc: 95.2359, s1.loss_bbox: 0.0964, s1.loss_mask: 0.0889, s2.loss_cls: 0.0334, s2.acc: 94.9672, s2.loss_bbox: 0.0627, s2.loss_mask: 0.0417, loss: 1.0139 2022-06-07 23:12:56,386 - mmdet - INFO - Epoch [24][5300/7330] lr: 1.000e-04, eta: 1 day, 12:57:09, time: 1.483, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0190, loss_rpn_bbox: 0.0254, loss_semantic_seg: 0.1713, s0.loss_cls: 0.1600, s0.acc: 94.1934, s0.loss_bbox: 0.0869, s0.loss_mask: 0.1906, s1.loss_cls: 0.0747, s1.acc: 94.6011, s1.loss_bbox: 0.0977, s1.loss_mask: 0.0896, s2.loss_cls: 0.0378, s2.acc: 94.3667, s2.loss_bbox: 0.0639, s2.loss_mask: 0.0424, loss: 1.0595 2022-06-07 23:14:10,548 - mmdet - INFO - Epoch [24][5350/7330] lr: 1.000e-04, eta: 1 day, 12:55:55, time: 1.483, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0271, loss_semantic_seg: 0.1733, s0.loss_cls: 0.1576, s0.acc: 94.2556, s0.loss_bbox: 0.0916, s0.loss_mask: 0.1977, s1.loss_cls: 0.0735, s1.acc: 94.6934, s1.loss_bbox: 0.1024, s1.loss_mask: 0.0929, s2.loss_cls: 0.0378, s2.acc: 94.4419, s2.loss_bbox: 0.0650, s2.loss_mask: 0.0437, loss: 1.0845 2022-06-07 23:15:22,835 - mmdet - INFO - Epoch [24][5400/7330] lr: 1.000e-04, eta: 1 day, 12:54:40, time: 1.446, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0176, loss_rpn_bbox: 0.0252, loss_semantic_seg: 0.1645, s0.loss_cls: 0.1498, s0.acc: 94.3970, s0.loss_bbox: 0.0877, s0.loss_mask: 0.1950, s1.loss_cls: 0.0706, s1.acc: 94.8007, s1.loss_bbox: 0.0973, s1.loss_mask: 0.0923, s2.loss_cls: 0.0358, s2.acc: 94.7040, s2.loss_bbox: 0.0623, s2.loss_mask: 0.0433, loss: 1.0414 2022-06-07 23:16:36,354 - mmdet - INFO - Epoch [24][5450/7330] lr: 1.000e-04, eta: 1 day, 12:53:26, time: 1.470, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0185, loss_rpn_bbox: 0.0248, loss_semantic_seg: 0.1648, s0.loss_cls: 0.1510, s0.acc: 94.4238, s0.loss_bbox: 0.0849, s0.loss_mask: 0.1914, s1.loss_cls: 0.0688, s1.acc: 94.9179, s1.loss_bbox: 0.1000, s1.loss_mask: 0.0908, s2.loss_cls: 0.0359, s2.acc: 94.6896, s2.loss_bbox: 0.0645, s2.loss_mask: 0.0425, loss: 1.0379 2022-06-07 23:17:48,982 - mmdet - INFO - Epoch [24][5500/7330] lr: 1.000e-04, eta: 1 day, 12:52:12, time: 1.453, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0250, loss_semantic_seg: 0.1661, s0.loss_cls: 0.1500, s0.acc: 94.4924, s0.loss_bbox: 0.0882, s0.loss_mask: 0.1890, s1.loss_cls: 0.0683, s1.acc: 95.0438, s1.loss_bbox: 0.0987, s1.loss_mask: 0.0893, s2.loss_cls: 0.0353, s2.acc: 94.7938, s2.loss_bbox: 0.0646, s2.loss_mask: 0.0421, loss: 1.0363 2022-06-07 23:19:01,963 - mmdet - INFO - Epoch [24][5550/7330] lr: 1.000e-04, eta: 1 day, 12:50:57, time: 1.459, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0274, loss_semantic_seg: 0.1622, s0.loss_cls: 0.1495, s0.acc: 94.4182, s0.loss_bbox: 0.0884, s0.loss_mask: 0.1944, s1.loss_cls: 0.0679, s1.acc: 94.9675, s1.loss_bbox: 0.0993, s1.loss_mask: 0.0927, s2.loss_cls: 0.0347, s2.acc: 94.7780, s2.loss_bbox: 0.0650, s2.loss_mask: 0.0439, loss: 1.0458 2022-06-07 23:20:14,447 - mmdet - INFO - Epoch [24][5600/7330] lr: 1.000e-04, eta: 1 day, 12:49:43, time: 1.448, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0265, loss_semantic_seg: 0.1651, s0.loss_cls: 0.1598, s0.acc: 94.0906, s0.loss_bbox: 0.0926, s0.loss_mask: 0.1923, s1.loss_cls: 0.0730, s1.acc: 94.5777, s1.loss_bbox: 0.1020, s1.loss_mask: 0.0911, s2.loss_cls: 0.0370, s2.acc: 94.5181, s2.loss_bbox: 0.0641, s2.loss_mask: 0.0426, loss: 1.0684 2022-06-07 23:21:27,753 - mmdet - INFO - Epoch [24][5650/7330] lr: 1.000e-04, eta: 1 day, 12:48:29, time: 1.468, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0188, loss_rpn_bbox: 0.0248, loss_semantic_seg: 0.1736, s0.loss_cls: 0.1481, s0.acc: 94.5994, s0.loss_bbox: 0.0829, s0.loss_mask: 0.1906, s1.loss_cls: 0.0682, s1.acc: 95.0201, s1.loss_bbox: 0.0941, s1.loss_mask: 0.0901, s2.loss_cls: 0.0353, s2.acc: 94.8786, s2.loss_bbox: 0.0620, s2.loss_mask: 0.0422, loss: 1.0306 2022-06-07 23:22:39,928 - mmdet - INFO - Epoch [24][5700/7330] lr: 1.000e-04, eta: 1 day, 12:47:14, time: 1.443, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0277, loss_semantic_seg: 0.1617, s0.loss_cls: 0.1601, s0.acc: 94.0464, s0.loss_bbox: 0.0906, s0.loss_mask: 0.1977, s1.loss_cls: 0.0738, s1.acc: 94.5309, s1.loss_bbox: 0.1018, s1.loss_mask: 0.0935, s2.loss_cls: 0.0374, s2.acc: 94.3934, s2.loss_bbox: 0.0653, s2.loss_mask: 0.0442, loss: 1.0757 2022-06-07 23:23:52,642 - mmdet - INFO - Epoch [24][5750/7330] lr: 1.000e-04, eta: 1 day, 12:45:59, time: 1.454, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0192, loss_rpn_bbox: 0.0250, loss_semantic_seg: 0.1667, s0.loss_cls: 0.1446, s0.acc: 94.6765, s0.loss_bbox: 0.0803, s0.loss_mask: 0.1830, s1.loss_cls: 0.0663, s1.acc: 95.1622, s1.loss_bbox: 0.0895, s1.loss_mask: 0.0862, s2.loss_cls: 0.0343, s2.acc: 94.8269, s2.loss_bbox: 0.0600, s2.loss_mask: 0.0411, loss: 0.9961 2022-06-07 23:25:05,573 - mmdet - INFO - Epoch [24][5800/7330] lr: 1.000e-04, eta: 1 day, 12:44:45, time: 1.459, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0276, loss_semantic_seg: 0.1730, s0.loss_cls: 0.1537, s0.acc: 94.3896, s0.loss_bbox: 0.0848, s0.loss_mask: 0.1880, s1.loss_cls: 0.0705, s1.acc: 94.9552, s1.loss_bbox: 0.0964, s1.loss_mask: 0.0887, s2.loss_cls: 0.0364, s2.acc: 94.7311, s2.loss_bbox: 0.0636, s2.loss_mask: 0.0417, loss: 1.0448 2022-06-07 23:26:19,255 - mmdet - INFO - Epoch [24][5850/7330] lr: 1.000e-04, eta: 1 day, 12:43:31, time: 1.473, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0248, loss_semantic_seg: 0.1643, s0.loss_cls: 0.1437, s0.acc: 94.6960, s0.loss_bbox: 0.0796, s0.loss_mask: 0.1826, s1.loss_cls: 0.0647, s1.acc: 95.3070, s1.loss_bbox: 0.0914, s1.loss_mask: 0.0864, s2.loss_cls: 0.0333, s2.acc: 95.1317, s2.loss_bbox: 0.0612, s2.loss_mask: 0.0411, loss: 0.9941 2022-06-07 23:27:32,118 - mmdet - INFO - Epoch [24][5900/7330] lr: 1.000e-04, eta: 1 day, 12:42:16, time: 1.458, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0284, loss_semantic_seg: 0.1654, s0.loss_cls: 0.1537, s0.acc: 94.4504, s0.loss_bbox: 0.0906, s0.loss_mask: 0.1941, s1.loss_cls: 0.0711, s1.acc: 94.9580, s1.loss_bbox: 0.1013, s1.loss_mask: 0.0910, s2.loss_cls: 0.0360, s2.acc: 94.6939, s2.loss_bbox: 0.0651, s2.loss_mask: 0.0428, loss: 1.0612 2022-06-07 23:28:45,454 - mmdet - INFO - Epoch [24][5950/7330] lr: 1.000e-04, eta: 1 day, 12:41:02, time: 1.467, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0189, loss_rpn_bbox: 0.0260, loss_semantic_seg: 0.1687, s0.loss_cls: 0.1528, s0.acc: 94.3389, s0.loss_bbox: 0.0871, s0.loss_mask: 0.1930, s1.loss_cls: 0.0710, s1.acc: 94.8227, s1.loss_bbox: 0.0971, s1.loss_mask: 0.0908, s2.loss_cls: 0.0364, s2.acc: 94.6352, s2.loss_bbox: 0.0639, s2.loss_mask: 0.0426, loss: 1.0483 2022-06-07 23:29:59,025 - mmdet - INFO - Epoch [24][6000/7330] lr: 1.000e-04, eta: 1 day, 12:39:48, time: 1.469, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0193, loss_rpn_bbox: 0.0259, loss_semantic_seg: 0.1613, s0.loss_cls: 0.1562, s0.acc: 94.2783, s0.loss_bbox: 0.0898, s0.loss_mask: 0.1957, s1.loss_cls: 0.0738, s1.acc: 94.6763, s1.loss_bbox: 0.0993, s1.loss_mask: 0.0929, s2.loss_cls: 0.0369, s2.acc: 94.4703, s2.loss_bbox: 0.0635, s2.loss_mask: 0.0438, loss: 1.0584 2022-06-07 23:31:11,858 - mmdet - INFO - Epoch [24][6050/7330] lr: 1.000e-04, eta: 1 day, 12:38:34, time: 1.458, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0185, loss_rpn_bbox: 0.0257, loss_semantic_seg: 0.1622, s0.loss_cls: 0.1475, s0.acc: 94.4973, s0.loss_bbox: 0.0833, s0.loss_mask: 0.1773, s1.loss_cls: 0.0669, s1.acc: 95.0864, s1.loss_bbox: 0.0928, s1.loss_mask: 0.0841, s2.loss_cls: 0.0340, s2.acc: 94.9450, s2.loss_bbox: 0.0607, s2.loss_mask: 0.0400, loss: 0.9930 2022-06-07 23:32:25,218 - mmdet - INFO - Epoch [24][6100/7330] lr: 1.000e-04, eta: 1 day, 12:37:19, time: 1.468, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0258, loss_semantic_seg: 0.1604, s0.loss_cls: 0.1542, s0.acc: 94.3313, s0.loss_bbox: 0.0866, s0.loss_mask: 0.1871, s1.loss_cls: 0.0711, s1.acc: 94.8139, s1.loss_bbox: 0.0970, s1.loss_mask: 0.0883, s2.loss_cls: 0.0360, s2.acc: 94.6354, s2.loss_bbox: 0.0624, s2.loss_mask: 0.0418, loss: 1.0333 2022-06-07 23:33:38,555 - mmdet - INFO - Epoch [24][6150/7330] lr: 1.000e-04, eta: 1 day, 12:36:05, time: 1.465, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0188, loss_rpn_bbox: 0.0244, loss_semantic_seg: 0.1645, s0.loss_cls: 0.1451, s0.acc: 94.6875, s0.loss_bbox: 0.0810, s0.loss_mask: 0.1898, s1.loss_cls: 0.0654, s1.acc: 95.2406, s1.loss_bbox: 0.0914, s1.loss_mask: 0.0888, s2.loss_cls: 0.0337, s2.acc: 95.0274, s2.loss_bbox: 0.0608, s2.loss_mask: 0.0420, loss: 1.0055 2022-06-07 23:34:51,634 - mmdet - INFO - Epoch [24][6200/7330] lr: 1.000e-04, eta: 1 day, 12:34:51, time: 1.463, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0178, loss_rpn_bbox: 0.0263, loss_semantic_seg: 0.1599, s0.loss_cls: 0.1505, s0.acc: 94.4504, s0.loss_bbox: 0.0845, s0.loss_mask: 0.1915, s1.loss_cls: 0.0687, s1.acc: 94.9476, s1.loss_bbox: 0.0938, s1.loss_mask: 0.0901, s2.loss_cls: 0.0348, s2.acc: 94.8016, s2.loss_bbox: 0.0618, s2.loss_mask: 0.0424, loss: 1.0223 2022-06-07 23:36:05,800 - mmdet - INFO - Epoch [24][6250/7330] lr: 1.000e-04, eta: 1 day, 12:33:37, time: 1.483, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0260, loss_semantic_seg: 0.1688, s0.loss_cls: 0.1532, s0.acc: 94.3113, s0.loss_bbox: 0.0862, s0.loss_mask: 0.1887, s1.loss_cls: 0.0706, s1.acc: 94.7691, s1.loss_bbox: 0.0962, s1.loss_mask: 0.0893, s2.loss_cls: 0.0363, s2.acc: 94.5191, s2.loss_bbox: 0.0619, s2.loss_mask: 0.0423, loss: 1.0397 2022-06-07 23:37:20,249 - mmdet - INFO - Epoch [24][6300/7330] lr: 1.000e-04, eta: 1 day, 12:32:23, time: 1.490, data_time: 0.020, memory: 64799, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0271, loss_semantic_seg: 0.1680, s0.loss_cls: 0.1509, s0.acc: 94.3984, s0.loss_bbox: 0.0877, s0.loss_mask: 0.1904, s1.loss_cls: 0.0694, s1.acc: 94.8883, s1.loss_bbox: 0.0981, s1.loss_mask: 0.0894, s2.loss_cls: 0.0349, s2.acc: 94.8243, s2.loss_bbox: 0.0626, s2.loss_mask: 0.0425, loss: 1.0436 2022-06-07 23:38:33,953 - mmdet - INFO - Epoch [24][6350/7330] lr: 1.000e-04, eta: 1 day, 12:31:09, time: 1.474, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0265, loss_semantic_seg: 0.1637, s0.loss_cls: 0.1384, s0.acc: 94.8889, s0.loss_bbox: 0.0803, s0.loss_mask: 0.1850, s1.loss_cls: 0.0632, s1.acc: 95.3156, s1.loss_bbox: 0.0908, s1.loss_mask: 0.0873, s2.loss_cls: 0.0330, s2.acc: 94.9138, s2.loss_bbox: 0.0578, s2.loss_mask: 0.0410, loss: 0.9885 2022-06-07 23:39:47,188 - mmdet - INFO - Epoch [24][6400/7330] lr: 1.000e-04, eta: 1 day, 12:29:55, time: 1.464, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0250, loss_semantic_seg: 0.1585, s0.loss_cls: 0.1493, s0.acc: 94.4783, s0.loss_bbox: 0.0883, s0.loss_mask: 0.1968, s1.loss_cls: 0.0690, s1.acc: 94.9479, s1.loss_bbox: 0.0973, s1.loss_mask: 0.0926, s2.loss_cls: 0.0351, s2.acc: 94.7631, s2.loss_bbox: 0.0626, s2.loss_mask: 0.0435, loss: 1.0384 2022-06-07 23:41:00,615 - mmdet - INFO - Epoch [24][6450/7330] lr: 1.000e-04, eta: 1 day, 12:28:41, time: 1.469, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0174, loss_rpn_bbox: 0.0261, loss_semantic_seg: 0.1694, s0.loss_cls: 0.1479, s0.acc: 94.5530, s0.loss_bbox: 0.0848, s0.loss_mask: 0.1846, s1.loss_cls: 0.0675, s1.acc: 95.1008, s1.loss_bbox: 0.0940, s1.loss_mask: 0.0864, s2.loss_cls: 0.0341, s2.acc: 95.0500, s2.loss_bbox: 0.0620, s2.loss_mask: 0.0409, loss: 1.0153 2022-06-07 23:42:14,077 - mmdet - INFO - Epoch [24][6500/7330] lr: 1.000e-04, eta: 1 day, 12:27:27, time: 1.469, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0192, loss_rpn_bbox: 0.0241, loss_semantic_seg: 0.1630, s0.loss_cls: 0.1358, s0.acc: 94.9546, s0.loss_bbox: 0.0806, s0.loss_mask: 0.1852, s1.loss_cls: 0.0621, s1.acc: 95.4493, s1.loss_bbox: 0.0906, s1.loss_mask: 0.0875, s2.loss_cls: 0.0320, s2.acc: 95.2425, s2.loss_bbox: 0.0590, s2.loss_mask: 0.0410, loss: 0.9799 2022-06-07 23:43:28,039 - mmdet - INFO - Epoch [24][6550/7330] lr: 1.000e-04, eta: 1 day, 12:26:13, time: 1.479, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0263, loss_semantic_seg: 0.1678, s0.loss_cls: 0.1467, s0.acc: 94.5547, s0.loss_bbox: 0.0854, s0.loss_mask: 0.1912, s1.loss_cls: 0.0681, s1.acc: 94.9643, s1.loss_bbox: 0.0943, s1.loss_mask: 0.0896, s2.loss_cls: 0.0345, s2.acc: 94.8229, s2.loss_bbox: 0.0607, s2.loss_mask: 0.0423, loss: 1.0283 2022-06-07 23:44:40,614 - mmdet - INFO - Epoch [24][6600/7330] lr: 1.000e-04, eta: 1 day, 12:24:58, time: 1.451, data_time: 0.012, memory: 64799, loss_rpn_cls: 0.0180, loss_rpn_bbox: 0.0246, loss_semantic_seg: 0.1623, s0.loss_cls: 0.1510, s0.acc: 94.4922, s0.loss_bbox: 0.0841, s0.loss_mask: 0.1858, s1.loss_cls: 0.0694, s1.acc: 94.9766, s1.loss_bbox: 0.0948, s1.loss_mask: 0.0875, s2.loss_cls: 0.0354, s2.acc: 94.7998, s2.loss_bbox: 0.0601, s2.loss_mask: 0.0415, loss: 1.0146 2022-06-07 23:45:54,644 - mmdet - INFO - Epoch [24][6650/7330] lr: 1.000e-04, eta: 1 day, 12:23:44, time: 1.479, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0267, loss_semantic_seg: 0.1677, s0.loss_cls: 0.1569, s0.acc: 94.2256, s0.loss_bbox: 0.0883, s0.loss_mask: 0.1938, s1.loss_cls: 0.0722, s1.acc: 94.7858, s1.loss_bbox: 0.0998, s1.loss_mask: 0.0911, s2.loss_cls: 0.0376, s2.acc: 94.5532, s2.loss_bbox: 0.0659, s2.loss_mask: 0.0429, loss: 1.0643 2022-06-07 23:47:08,050 - mmdet - INFO - Epoch [24][6700/7330] lr: 1.000e-04, eta: 1 day, 12:22:30, time: 1.470, data_time: 0.021, memory: 64799, loss_rpn_cls: 0.0182, loss_rpn_bbox: 0.0266, loss_semantic_seg: 0.1714, s0.loss_cls: 0.1439, s0.acc: 94.7590, s0.loss_bbox: 0.0817, s0.loss_mask: 0.1883, s1.loss_cls: 0.0669, s1.acc: 95.2011, s1.loss_bbox: 0.0942, s1.loss_mask: 0.0888, s2.loss_cls: 0.0348, s2.acc: 94.8714, s2.loss_bbox: 0.0608, s2.loss_mask: 0.0419, loss: 1.0175 2022-06-07 23:48:20,560 - mmdet - INFO - Epoch [24][6750/7330] lr: 1.000e-04, eta: 1 day, 12:21:16, time: 1.450, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0192, loss_rpn_bbox: 0.0244, loss_semantic_seg: 0.1686, s0.loss_cls: 0.1520, s0.acc: 94.4768, s0.loss_bbox: 0.0870, s0.loss_mask: 0.1905, s1.loss_cls: 0.0702, s1.acc: 94.9094, s1.loss_bbox: 0.0985, s1.loss_mask: 0.0893, s2.loss_cls: 0.0364, s2.acc: 94.5608, s2.loss_bbox: 0.0641, s2.loss_mask: 0.0423, loss: 1.0425 2022-06-07 23:49:33,968 - mmdet - INFO - Epoch [24][6800/7330] lr: 1.000e-04, eta: 1 day, 12:20:02, time: 1.468, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0282, loss_semantic_seg: 0.1631, s0.loss_cls: 0.1593, s0.acc: 94.1396, s0.loss_bbox: 0.0913, s0.loss_mask: 0.1944, s1.loss_cls: 0.0732, s1.acc: 94.5855, s1.loss_bbox: 0.0994, s1.loss_mask: 0.0917, s2.loss_cls: 0.0366, s2.acc: 94.4029, s2.loss_bbox: 0.0637, s2.loss_mask: 0.0432, loss: 1.0673 2022-06-07 23:50:47,353 - mmdet - INFO - Epoch [24][6850/7330] lr: 1.000e-04, eta: 1 day, 12:18:47, time: 1.466, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0267, loss_semantic_seg: 0.1692, s0.loss_cls: 0.1563, s0.acc: 94.3459, s0.loss_bbox: 0.0874, s0.loss_mask: 0.1898, s1.loss_cls: 0.0707, s1.acc: 94.8672, s1.loss_bbox: 0.0959, s1.loss_mask: 0.0891, s2.loss_cls: 0.0362, s2.acc: 94.7703, s2.loss_bbox: 0.0625, s2.loss_mask: 0.0419, loss: 1.0470 2022-06-07 23:52:00,414 - mmdet - INFO - Epoch [24][6900/7330] lr: 1.000e-04, eta: 1 day, 12:17:33, time: 1.463, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0174, loss_rpn_bbox: 0.0237, loss_semantic_seg: 0.1740, s0.loss_cls: 0.1452, s0.acc: 94.6133, s0.loss_bbox: 0.0848, s0.loss_mask: 0.1893, s1.loss_cls: 0.0658, s1.acc: 95.1865, s1.loss_bbox: 0.0943, s1.loss_mask: 0.0891, s2.loss_cls: 0.0338, s2.acc: 94.8818, s2.loss_bbox: 0.0622, s2.loss_mask: 0.0424, loss: 1.0219 2022-06-07 23:53:13,305 - mmdet - INFO - Epoch [24][6950/7330] lr: 1.000e-04, eta: 1 day, 12:16:19, time: 1.458, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0261, loss_semantic_seg: 0.1638, s0.loss_cls: 0.1517, s0.acc: 94.4358, s0.loss_bbox: 0.0872, s0.loss_mask: 0.1888, s1.loss_cls: 0.0696, s1.acc: 94.9180, s1.loss_bbox: 0.0997, s1.loss_mask: 0.0895, s2.loss_cls: 0.0355, s2.acc: 94.6700, s2.loss_bbox: 0.0643, s2.loss_mask: 0.0423, loss: 1.0412 2022-06-07 23:54:27,012 - mmdet - INFO - Epoch [24][7000/7330] lr: 1.000e-04, eta: 1 day, 12:15:05, time: 1.474, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0267, loss_semantic_seg: 0.1720, s0.loss_cls: 0.1600, s0.acc: 94.0295, s0.loss_bbox: 0.0916, s0.loss_mask: 0.1907, s1.loss_cls: 0.0736, s1.acc: 94.5702, s1.loss_bbox: 0.1041, s1.loss_mask: 0.0902, s2.loss_cls: 0.0376, s2.acc: 94.4043, s2.loss_bbox: 0.0664, s2.loss_mask: 0.0429, loss: 1.0769 2022-06-07 23:55:40,092 - mmdet - INFO - Epoch [24][7050/7330] lr: 1.000e-04, eta: 1 day, 12:13:50, time: 1.461, data_time: 0.021, memory: 64799, loss_rpn_cls: 0.0189, loss_rpn_bbox: 0.0241, loss_semantic_seg: 0.1666, s0.loss_cls: 0.1452, s0.acc: 94.5671, s0.loss_bbox: 0.0845, s0.loss_mask: 0.1876, s1.loss_cls: 0.0678, s1.acc: 94.8910, s1.loss_bbox: 0.0941, s1.loss_mask: 0.0884, s2.loss_cls: 0.0346, s2.acc: 94.7845, s2.loss_bbox: 0.0609, s2.loss_mask: 0.0418, loss: 1.0147 2022-06-07 23:56:53,163 - mmdet - INFO - Epoch [24][7100/7330] lr: 1.000e-04, eta: 1 day, 12:12:36, time: 1.461, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0192, loss_rpn_bbox: 0.0266, loss_semantic_seg: 0.1691, s0.loss_cls: 0.1463, s0.acc: 94.6367, s0.loss_bbox: 0.0838, s0.loss_mask: 0.1898, s1.loss_cls: 0.0667, s1.acc: 95.1477, s1.loss_bbox: 0.0920, s1.loss_mask: 0.0892, s2.loss_cls: 0.0335, s2.acc: 95.0614, s2.loss_bbox: 0.0593, s2.loss_mask: 0.0422, loss: 1.0177 2022-06-07 23:58:06,129 - mmdet - INFO - Epoch [24][7150/7330] lr: 1.000e-04, eta: 1 day, 12:11:22, time: 1.459, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0182, loss_rpn_bbox: 0.0270, loss_semantic_seg: 0.1704, s0.loss_cls: 0.1444, s0.acc: 94.6353, s0.loss_bbox: 0.0837, s0.loss_mask: 0.1868, s1.loss_cls: 0.0654, s1.acc: 95.1900, s1.loss_bbox: 0.0956, s1.loss_mask: 0.0883, s2.loss_cls: 0.0333, s2.acc: 94.9697, s2.loss_bbox: 0.0632, s2.loss_mask: 0.0420, loss: 1.0182 2022-06-07 23:59:18,694 - mmdet - INFO - Epoch [24][7200/7330] lr: 1.000e-04, eta: 1 day, 12:10:07, time: 1.451, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0273, loss_semantic_seg: 0.1604, s0.loss_cls: 0.1480, s0.acc: 94.5774, s0.loss_bbox: 0.0858, s0.loss_mask: 0.1891, s1.loss_cls: 0.0687, s1.acc: 94.9901, s1.loss_bbox: 0.0963, s1.loss_mask: 0.0892, s2.loss_cls: 0.0354, s2.acc: 94.7553, s2.loss_bbox: 0.0635, s2.loss_mask: 0.0421, loss: 1.0271 2022-06-08 00:00:33,149 - mmdet - INFO - Epoch [24][7250/7330] lr: 1.000e-04, eta: 1 day, 12:08:53, time: 1.489, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0186, loss_rpn_bbox: 0.0244, loss_semantic_seg: 0.1658, s0.loss_cls: 0.1449, s0.acc: 94.5872, s0.loss_bbox: 0.0846, s0.loss_mask: 0.1925, s1.loss_cls: 0.0660, s1.acc: 95.2069, s1.loss_bbox: 0.0957, s1.loss_mask: 0.0908, s2.loss_cls: 0.0339, s2.acc: 94.8704, s2.loss_bbox: 0.0626, s2.loss_mask: 0.0430, loss: 1.0228 2022-06-08 00:01:47,307 - mmdet - INFO - Epoch [24][7300/7330] lr: 1.000e-04, eta: 1 day, 12:07:40, time: 1.483, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0265, loss_semantic_seg: 0.1697, s0.loss_cls: 0.1557, s0.acc: 94.2559, s0.loss_bbox: 0.0893, s0.loss_mask: 0.1929, s1.loss_cls: 0.0723, s1.acc: 94.6815, s1.loss_bbox: 0.1003, s1.loss_mask: 0.0910, s2.loss_cls: 0.0370, s2.acc: 94.4059, s2.loss_bbox: 0.0654, s2.loss_mask: 0.0429, loss: 1.0630 2022-06-08 00:02:49,675 - mmdet - INFO - Saving checkpoint at 24 epochs 2022-06-08 00:06:53,199 - mmdet - INFO - Evaluating bbox... 2022-06-08 00:07:37,333 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.564 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.750 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.622 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.412 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.604 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.698 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.729 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.729 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.729 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.588 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.767 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.860 2022-06-08 00:07:37,335 - mmdet - INFO - Evaluating segm... 2022-06-08 00:08:30,125 - 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 ] = 0.729 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.540 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.311 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.527 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.677 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 ] = 0.482 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 ] = 0.778 2022-06-08 00:08:31,039 - mmdet - INFO - Exp name: htc++_beit_adapter_v2_large_fpn_3x_coco.py 2022-06-08 00:08:31,041 - mmdet - INFO - Epoch(val) [24][313] bbox_mAP: 0.5640, bbox_mAP_50: 0.7500, bbox_mAP_75: 0.6220, bbox_mAP_s: 0.4120, bbox_mAP_m: 0.6040, bbox_mAP_l: 0.6980, bbox_mAP_copypaste: 0.564 0.750 0.622 0.412 0.604 0.698, segm_mAP: 0.4920, segm_mAP_50: 0.7290, segm_mAP_75: 0.5400, segm_mAP_s: 0.3110, segm_mAP_m: 0.5270, segm_mAP_l: 0.6770, segm_mAP_copypaste: 0.492 0.729 0.540 0.311 0.527 0.677 2022-06-08 00:13:40,366 - mmdet - INFO - Epoch [25][50/7330] lr: 1.000e-04, eta: 1 day, 12:07:17, time: 6.185, data_time: 4.718, memory: 64799, loss_rpn_cls: 0.0188, loss_rpn_bbox: 0.0256, loss_semantic_seg: 0.1591, s0.loss_cls: 0.1417, s0.acc: 94.7280, s0.loss_bbox: 0.0820, s0.loss_mask: 0.1883, s1.loss_cls: 0.0646, s1.acc: 95.2039, s1.loss_bbox: 0.0910, s1.loss_mask: 0.0892, s2.loss_cls: 0.0336, s2.acc: 94.9732, s2.loss_bbox: 0.0596, s2.loss_mask: 0.0423, loss: 0.9958 2022-06-08 00:14:53,803 - mmdet - INFO - Epoch [25][100/7330] lr: 1.000e-04, eta: 1 day, 12:06:03, time: 1.469, data_time: 0.020, memory: 64799, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0278, loss_semantic_seg: 0.1607, s0.loss_cls: 0.1484, s0.acc: 94.4705, s0.loss_bbox: 0.0860, s0.loss_mask: 0.1897, s1.loss_cls: 0.0677, s1.acc: 94.9646, s1.loss_bbox: 0.0965, s1.loss_mask: 0.0899, s2.loss_cls: 0.0346, s2.acc: 94.8386, s2.loss_bbox: 0.0635, s2.loss_mask: 0.0426, loss: 1.0276 2022-06-08 00:16:06,672 - mmdet - INFO - Epoch [25][150/7330] lr: 1.000e-04, eta: 1 day, 12:04:48, time: 1.458, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0294, loss_semantic_seg: 0.1550, s0.loss_cls: 0.1482, s0.acc: 94.5469, s0.loss_bbox: 0.0874, s0.loss_mask: 0.1913, s1.loss_cls: 0.0679, s1.acc: 94.9967, s1.loss_bbox: 0.0965, s1.loss_mask: 0.0902, s2.loss_cls: 0.0350, s2.acc: 94.7920, s2.loss_bbox: 0.0642, s2.loss_mask: 0.0428, loss: 1.0285 2022-06-08 00:17:19,500 - mmdet - INFO - Epoch [25][200/7330] lr: 1.000e-04, eta: 1 day, 12:03:34, time: 1.456, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0259, loss_semantic_seg: 0.1585, s0.loss_cls: 0.1396, s0.acc: 94.7891, s0.loss_bbox: 0.0819, s0.loss_mask: 0.1839, s1.loss_cls: 0.0636, s1.acc: 95.3374, s1.loss_bbox: 0.0924, s1.loss_mask: 0.0870, s2.loss_cls: 0.0330, s2.acc: 95.1426, s2.loss_bbox: 0.0615, s2.loss_mask: 0.0413, loss: 0.9888 2022-06-08 00:18:34,104 - mmdet - INFO - Epoch [25][250/7330] lr: 1.000e-04, eta: 1 day, 12:02:20, time: 1.492, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0265, loss_semantic_seg: 0.1645, s0.loss_cls: 0.1413, s0.acc: 94.7102, s0.loss_bbox: 0.0829, s0.loss_mask: 0.1833, s1.loss_cls: 0.0651, s1.acc: 95.1479, s1.loss_bbox: 0.0913, s1.loss_mask: 0.0867, s2.loss_cls: 0.0335, s2.acc: 94.9511, s2.loss_bbox: 0.0591, s2.loss_mask: 0.0409, loss: 0.9953 2022-06-08 00:19:48,218 - mmdet - INFO - Epoch [25][300/7330] lr: 1.000e-04, eta: 1 day, 12:01:06, time: 1.480, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0270, loss_semantic_seg: 0.1595, s0.loss_cls: 0.1476, s0.acc: 94.5420, s0.loss_bbox: 0.0841, s0.loss_mask: 0.1876, s1.loss_cls: 0.0684, s1.acc: 94.9377, s1.loss_bbox: 0.0939, s1.loss_mask: 0.0887, s2.loss_cls: 0.0349, s2.acc: 94.6737, s2.loss_bbox: 0.0621, s2.loss_mask: 0.0420, loss: 1.0163 2022-06-08 00:21:01,447 - mmdet - INFO - Epoch [25][350/7330] lr: 1.000e-04, eta: 1 day, 11:59:52, time: 1.464, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0177, loss_rpn_bbox: 0.0249, loss_semantic_seg: 0.1650, s0.loss_cls: 0.1401, s0.acc: 94.7998, s0.loss_bbox: 0.0836, s0.loss_mask: 0.1888, s1.loss_cls: 0.0634, s1.acc: 95.3546, s1.loss_bbox: 0.0929, s1.loss_mask: 0.0890, s2.loss_cls: 0.0330, s2.acc: 95.1005, s2.loss_bbox: 0.0607, s2.loss_mask: 0.0419, loss: 1.0010 2022-06-08 00:22:14,661 - mmdet - INFO - Epoch [25][400/7330] lr: 1.000e-04, eta: 1 day, 11:58:37, time: 1.466, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0186, loss_rpn_bbox: 0.0263, loss_semantic_seg: 0.1599, s0.loss_cls: 0.1437, s0.acc: 94.7698, s0.loss_bbox: 0.0840, s0.loss_mask: 0.1832, s1.loss_cls: 0.0652, s1.acc: 95.3004, s1.loss_bbox: 0.0932, s1.loss_mask: 0.0859, s2.loss_cls: 0.0336, s2.acc: 95.0577, s2.loss_bbox: 0.0607, s2.loss_mask: 0.0405, loss: 0.9950 2022-06-08 00:23:28,406 - mmdet - INFO - Epoch [25][450/7330] lr: 1.000e-04, eta: 1 day, 11:57:23, time: 1.476, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0274, loss_semantic_seg: 0.1576, s0.loss_cls: 0.1454, s0.acc: 94.5049, s0.loss_bbox: 0.0859, s0.loss_mask: 0.1884, s1.loss_cls: 0.0667, s1.acc: 95.0576, s1.loss_bbox: 0.0957, s1.loss_mask: 0.0887, s2.loss_cls: 0.0342, s2.acc: 94.8167, s2.loss_bbox: 0.0624, s2.loss_mask: 0.0422, loss: 1.0152 2022-06-08 00:24:40,893 - mmdet - INFO - Epoch [25][500/7330] lr: 1.000e-04, eta: 1 day, 11:56:09, time: 1.449, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0251, loss_semantic_seg: 0.1636, s0.loss_cls: 0.1439, s0.acc: 94.7712, s0.loss_bbox: 0.0816, s0.loss_mask: 0.1854, s1.loss_cls: 0.0655, s1.acc: 95.2699, s1.loss_bbox: 0.0918, s1.loss_mask: 0.0877, s2.loss_cls: 0.0335, s2.acc: 95.0115, s2.loss_bbox: 0.0597, s2.loss_mask: 0.0414, loss: 0.9989 2022-06-08 00:25:53,930 - mmdet - INFO - Epoch [25][550/7330] lr: 1.000e-04, eta: 1 day, 11:54:54, time: 1.461, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0276, loss_semantic_seg: 0.1605, s0.loss_cls: 0.1508, s0.acc: 94.3936, s0.loss_bbox: 0.0881, s0.loss_mask: 0.1944, s1.loss_cls: 0.0685, s1.acc: 94.9165, s1.loss_bbox: 0.0986, s1.loss_mask: 0.0916, s2.loss_cls: 0.0349, s2.acc: 94.7895, s2.loss_bbox: 0.0643, s2.loss_mask: 0.0434, loss: 1.0426 2022-06-08 00:27:06,224 - mmdet - INFO - Epoch [25][600/7330] lr: 1.000e-04, eta: 1 day, 11:53:39, time: 1.446, data_time: 0.021, memory: 64799, loss_rpn_cls: 0.0188, loss_rpn_bbox: 0.0240, loss_semantic_seg: 0.1583, s0.loss_cls: 0.1441, s0.acc: 94.6790, s0.loss_bbox: 0.0845, s0.loss_mask: 0.1886, s1.loss_cls: 0.0664, s1.acc: 95.1866, s1.loss_bbox: 0.0958, s1.loss_mask: 0.0890, s2.loss_cls: 0.0347, s2.acc: 94.9361, s2.loss_bbox: 0.0607, s2.loss_mask: 0.0419, loss: 1.0068 2022-06-08 00:28:17,960 - mmdet - INFO - Epoch [25][650/7330] lr: 1.000e-04, eta: 1 day, 11:52:24, time: 1.435, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0253, loss_semantic_seg: 0.1663, s0.loss_cls: 0.1435, s0.acc: 94.6692, s0.loss_bbox: 0.0848, s0.loss_mask: 0.1940, s1.loss_cls: 0.0658, s1.acc: 95.1041, s1.loss_bbox: 0.0959, s1.loss_mask: 0.0910, s2.loss_cls: 0.0338, s2.acc: 94.9532, s2.loss_bbox: 0.0617, s2.loss_mask: 0.0427, loss: 1.0248 2022-06-08 00:29:29,753 - mmdet - INFO - Epoch [25][700/7330] lr: 1.000e-04, eta: 1 day, 11:51:09, time: 1.436, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0264, loss_semantic_seg: 0.1675, s0.loss_cls: 0.1454, s0.acc: 94.6514, s0.loss_bbox: 0.0810, s0.loss_mask: 0.1852, s1.loss_cls: 0.0667, s1.acc: 95.1206, s1.loss_bbox: 0.0897, s1.loss_mask: 0.0870, s2.loss_cls: 0.0340, s2.acc: 95.0142, s2.loss_bbox: 0.0586, s2.loss_mask: 0.0407, loss: 1.0032 2022-06-08 00:30:41,822 - mmdet - INFO - Epoch [25][750/7330] lr: 1.000e-04, eta: 1 day, 11:49:54, time: 1.442, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0193, loss_rpn_bbox: 0.0260, loss_semantic_seg: 0.1563, s0.loss_cls: 0.1411, s0.acc: 94.8142, s0.loss_bbox: 0.0824, s0.loss_mask: 0.1870, s1.loss_cls: 0.0634, s1.acc: 95.4557, s1.loss_bbox: 0.0940, s1.loss_mask: 0.0888, s2.loss_cls: 0.0323, s2.acc: 95.2236, s2.loss_bbox: 0.0616, s2.loss_mask: 0.0419, loss: 0.9940 2022-06-08 00:31:55,163 - mmdet - INFO - Epoch [25][800/7330] lr: 1.000e-04, eta: 1 day, 11:48:40, time: 1.465, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0265, loss_semantic_seg: 0.1704, s0.loss_cls: 0.1405, s0.acc: 94.7456, s0.loss_bbox: 0.0821, s0.loss_mask: 0.1911, s1.loss_cls: 0.0654, s1.acc: 95.1276, s1.loss_bbox: 0.0905, s1.loss_mask: 0.0898, s2.loss_cls: 0.0335, s2.acc: 94.9277, s2.loss_bbox: 0.0595, s2.loss_mask: 0.0423, loss: 1.0115 2022-06-08 00:33:08,015 - mmdet - INFO - Epoch [25][850/7330] lr: 1.000e-04, eta: 1 day, 11:47:26, time: 1.459, data_time: 0.023, memory: 64799, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0239, loss_semantic_seg: 0.1593, s0.loss_cls: 0.1445, s0.acc: 94.7754, s0.loss_bbox: 0.0814, s0.loss_mask: 0.1900, s1.loss_cls: 0.0666, s1.acc: 95.2660, s1.loss_bbox: 0.0912, s1.loss_mask: 0.0891, s2.loss_cls: 0.0337, s2.acc: 95.0764, s2.loss_bbox: 0.0606, s2.loss_mask: 0.0420, loss: 1.0019 2022-06-08 00:34:20,095 - mmdet - INFO - Epoch [25][900/7330] lr: 1.000e-04, eta: 1 day, 11:46:11, time: 1.442, data_time: 0.012, memory: 64799, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0297, loss_semantic_seg: 0.1577, s0.loss_cls: 0.1458, s0.acc: 94.5830, s0.loss_bbox: 0.0870, s0.loss_mask: 0.1882, s1.loss_cls: 0.0671, s1.acc: 95.0826, s1.loss_bbox: 0.0965, s1.loss_mask: 0.0884, s2.loss_cls: 0.0344, s2.acc: 94.8330, s2.loss_bbox: 0.0612, s2.loss_mask: 0.0417, loss: 1.0190 2022-06-08 00:35:31,899 - mmdet - INFO - Epoch [25][950/7330] lr: 1.000e-04, eta: 1 day, 11:44:56, time: 1.436, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0191, loss_rpn_bbox: 0.0268, loss_semantic_seg: 0.1660, s0.loss_cls: 0.1384, s0.acc: 94.8608, s0.loss_bbox: 0.0814, s0.loss_mask: 0.1912, s1.loss_cls: 0.0624, s1.acc: 95.3961, s1.loss_bbox: 0.0936, s1.loss_mask: 0.0889, s2.loss_cls: 0.0324, s2.acc: 95.1579, s2.loss_bbox: 0.0613, s2.loss_mask: 0.0422, loss: 1.0039 2022-06-08 00:36:44,784 - mmdet - INFO - Epoch [25][1000/7330] lr: 1.000e-04, eta: 1 day, 11:43:41, time: 1.458, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0173, loss_rpn_bbox: 0.0259, loss_semantic_seg: 0.1602, s0.loss_cls: 0.1442, s0.acc: 94.6060, s0.loss_bbox: 0.0855, s0.loss_mask: 0.1844, s1.loss_cls: 0.0654, s1.acc: 95.1292, s1.loss_bbox: 0.0938, s1.loss_mask: 0.0867, s2.loss_cls: 0.0340, s2.acc: 94.8791, s2.loss_bbox: 0.0604, s2.loss_mask: 0.0409, loss: 0.9987 2022-06-08 00:37:58,162 - mmdet - INFO - Epoch [25][1050/7330] lr: 1.000e-04, eta: 1 day, 11:42:27, time: 1.468, data_time: 0.011, memory: 64799, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0275, loss_semantic_seg: 0.1629, s0.loss_cls: 0.1505, s0.acc: 94.4263, s0.loss_bbox: 0.0855, s0.loss_mask: 0.1856, s1.loss_cls: 0.0687, s1.acc: 94.8893, s1.loss_bbox: 0.0966, s1.loss_mask: 0.0878, s2.loss_cls: 0.0353, s2.acc: 94.6455, s2.loss_bbox: 0.0632, s2.loss_mask: 0.0414, loss: 1.0263 2022-06-08 00:39:09,821 - mmdet - INFO - Epoch [25][1100/7330] lr: 1.000e-04, eta: 1 day, 11:41:12, time: 1.433, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0258, loss_semantic_seg: 0.1597, s0.loss_cls: 0.1439, s0.acc: 94.7588, s0.loss_bbox: 0.0826, s0.loss_mask: 0.1830, s1.loss_cls: 0.0651, s1.acc: 95.2935, s1.loss_bbox: 0.0928, s1.loss_mask: 0.0869, s2.loss_cls: 0.0330, s2.acc: 95.0194, s2.loss_bbox: 0.0605, s2.loss_mask: 0.0405, loss: 0.9938 2022-06-08 00:40:22,702 - mmdet - INFO - Epoch [25][1150/7330] lr: 1.000e-04, eta: 1 day, 11:39:58, time: 1.458, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0270, loss_semantic_seg: 0.1619, s0.loss_cls: 0.1467, s0.acc: 94.4744, s0.loss_bbox: 0.0860, s0.loss_mask: 0.1814, s1.loss_cls: 0.0676, s1.acc: 94.9364, s1.loss_bbox: 0.0964, s1.loss_mask: 0.0852, s2.loss_cls: 0.0348, s2.acc: 94.7008, s2.loss_bbox: 0.0614, s2.loss_mask: 0.0401, loss: 1.0082 2022-06-08 00:41:35,717 - mmdet - INFO - Epoch [25][1200/7330] lr: 1.000e-04, eta: 1 day, 11:38:43, time: 1.460, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0263, loss_semantic_seg: 0.1687, s0.loss_cls: 0.1467, s0.acc: 94.5862, s0.loss_bbox: 0.0865, s0.loss_mask: 0.1940, s1.loss_cls: 0.0679, s1.acc: 94.9148, s1.loss_bbox: 0.0986, s1.loss_mask: 0.0923, s2.loss_cls: 0.0349, s2.acc: 94.7175, s2.loss_bbox: 0.0641, s2.loss_mask: 0.0438, loss: 1.0451 2022-06-08 00:42:48,670 - mmdet - INFO - Epoch [25][1250/7330] lr: 1.000e-04, eta: 1 day, 11:37:29, time: 1.459, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0255, loss_semantic_seg: 0.1571, s0.loss_cls: 0.1454, s0.acc: 94.7065, s0.loss_bbox: 0.0846, s0.loss_mask: 0.1937, s1.loss_cls: 0.0665, s1.acc: 95.1259, s1.loss_bbox: 0.0940, s1.loss_mask: 0.0909, s2.loss_cls: 0.0336, s2.acc: 94.9974, s2.loss_bbox: 0.0609, s2.loss_mask: 0.0429, loss: 1.0155 2022-06-08 00:44:01,634 - mmdet - INFO - Epoch [25][1300/7330] lr: 1.000e-04, eta: 1 day, 11:36:14, time: 1.459, data_time: 0.012, memory: 64799, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0270, loss_semantic_seg: 0.1635, s0.loss_cls: 0.1438, s0.acc: 94.6741, s0.loss_bbox: 0.0845, s0.loss_mask: 0.1948, s1.loss_cls: 0.0651, s1.acc: 95.2196, s1.loss_bbox: 0.0970, s1.loss_mask: 0.0915, s2.loss_cls: 0.0335, s2.acc: 94.9737, s2.loss_bbox: 0.0638, s2.loss_mask: 0.0431, loss: 1.0288 2022-06-08 00:45:13,369 - mmdet - INFO - Epoch [25][1350/7330] lr: 1.000e-04, eta: 1 day, 11:34:59, time: 1.435, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0191, loss_rpn_bbox: 0.0252, loss_semantic_seg: 0.1661, s0.loss_cls: 0.1404, s0.acc: 94.7693, s0.loss_bbox: 0.0835, s0.loss_mask: 0.1900, s1.loss_cls: 0.0642, s1.acc: 95.2185, s1.loss_bbox: 0.0949, s1.loss_mask: 0.0899, s2.loss_cls: 0.0329, s2.acc: 95.0013, s2.loss_bbox: 0.0622, s2.loss_mask: 0.0424, loss: 1.0107 2022-06-08 00:46:26,132 - mmdet - INFO - Epoch [25][1400/7330] lr: 1.000e-04, eta: 1 day, 11:33:45, time: 1.455, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0273, loss_semantic_seg: 0.1691, s0.loss_cls: 0.1462, s0.acc: 94.6294, s0.loss_bbox: 0.0836, s0.loss_mask: 0.1883, s1.loss_cls: 0.0657, s1.acc: 95.1792, s1.loss_bbox: 0.0947, s1.loss_mask: 0.0894, s2.loss_cls: 0.0335, s2.acc: 94.9617, s2.loss_bbox: 0.0633, s2.loss_mask: 0.0424, loss: 1.0247 2022-06-08 00:47:37,864 - mmdet - INFO - Epoch [25][1450/7330] lr: 1.000e-04, eta: 1 day, 11:32:30, time: 1.434, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0251, loss_semantic_seg: 0.1608, s0.loss_cls: 0.1467, s0.acc: 94.5747, s0.loss_bbox: 0.0820, s0.loss_mask: 0.1844, s1.loss_cls: 0.0668, s1.acc: 95.0675, s1.loss_bbox: 0.0921, s1.loss_mask: 0.0866, s2.loss_cls: 0.0347, s2.acc: 94.7981, s2.loss_bbox: 0.0605, s2.loss_mask: 0.0412, loss: 1.0006 2022-06-08 00:48:50,300 - mmdet - INFO - Epoch [25][1500/7330] lr: 1.000e-04, eta: 1 day, 11:31:15, time: 1.449, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0189, loss_rpn_bbox: 0.0259, loss_semantic_seg: 0.1684, s0.loss_cls: 0.1523, s0.acc: 94.3169, s0.loss_bbox: 0.0884, s0.loss_mask: 0.1912, s1.loss_cls: 0.0689, s1.acc: 94.9136, s1.loss_bbox: 0.0998, s1.loss_mask: 0.0903, s2.loss_cls: 0.0354, s2.acc: 94.6837, s2.loss_bbox: 0.0647, s2.loss_mask: 0.0423, loss: 1.0465 2022-06-08 00:50:02,480 - mmdet - INFO - Epoch [25][1550/7330] lr: 1.000e-04, eta: 1 day, 11:30:00, time: 1.444, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0267, loss_semantic_seg: 0.1659, s0.loss_cls: 0.1472, s0.acc: 94.6187, s0.loss_bbox: 0.0857, s0.loss_mask: 0.1861, s1.loss_cls: 0.0674, s1.acc: 95.0928, s1.loss_bbox: 0.0950, s1.loss_mask: 0.0882, s2.loss_cls: 0.0342, s2.acc: 94.8916, s2.loss_bbox: 0.0614, s2.loss_mask: 0.0417, loss: 1.0205 2022-06-08 00:51:15,278 - mmdet - INFO - Epoch [25][1600/7330] lr: 1.000e-04, eta: 1 day, 11:28:46, time: 1.456, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0241, loss_semantic_seg: 0.1615, s0.loss_cls: 0.1403, s0.acc: 94.6931, s0.loss_bbox: 0.0800, s0.loss_mask: 0.1859, s1.loss_cls: 0.0644, s1.acc: 95.1406, s1.loss_bbox: 0.0929, s1.loss_mask: 0.0882, s2.loss_cls: 0.0327, s2.acc: 95.0542, s2.loss_bbox: 0.0623, s2.loss_mask: 0.0419, loss: 0.9943 2022-06-08 00:52:27,754 - mmdet - INFO - Epoch [25][1650/7330] lr: 1.000e-04, eta: 1 day, 11:27:31, time: 1.450, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0193, loss_rpn_bbox: 0.0246, loss_semantic_seg: 0.1671, s0.loss_cls: 0.1446, s0.acc: 94.6980, s0.loss_bbox: 0.0848, s0.loss_mask: 0.1893, s1.loss_cls: 0.0656, s1.acc: 95.1513, s1.loss_bbox: 0.0942, s1.loss_mask: 0.0887, s2.loss_cls: 0.0338, s2.acc: 94.9468, s2.loss_bbox: 0.0619, s2.loss_mask: 0.0421, loss: 1.0159 2022-06-08 00:53:41,107 - mmdet - INFO - Epoch [25][1700/7330] lr: 1.000e-04, eta: 1 day, 11:26:17, time: 1.466, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0261, loss_semantic_seg: 0.1626, s0.loss_cls: 0.1557, s0.acc: 94.4062, s0.loss_bbox: 0.0884, s0.loss_mask: 0.1870, s1.loss_cls: 0.0709, s1.acc: 94.8804, s1.loss_bbox: 0.0989, s1.loss_mask: 0.0877, s2.loss_cls: 0.0360, s2.acc: 94.6826, s2.loss_bbox: 0.0647, s2.loss_mask: 0.0414, loss: 1.0393 2022-06-08 00:54:54,167 - mmdet - INFO - Epoch [25][1750/7330] lr: 1.000e-04, eta: 1 day, 11:25:02, time: 1.462, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0281, loss_semantic_seg: 0.1540, s0.loss_cls: 0.1516, s0.acc: 94.3638, s0.loss_bbox: 0.0890, s0.loss_mask: 0.1920, s1.loss_cls: 0.0697, s1.acc: 94.8318, s1.loss_bbox: 0.0986, s1.loss_mask: 0.0905, s2.loss_cls: 0.0352, s2.acc: 94.6810, s2.loss_bbox: 0.0634, s2.loss_mask: 0.0426, loss: 1.0342 2022-06-08 00:56:07,929 - mmdet - INFO - Epoch [25][1800/7330] lr: 1.000e-04, eta: 1 day, 11:23:48, time: 1.475, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0279, loss_semantic_seg: 0.1663, s0.loss_cls: 0.1537, s0.acc: 94.3853, s0.loss_bbox: 0.0859, s0.loss_mask: 0.1900, s1.loss_cls: 0.0708, s1.acc: 94.8483, s1.loss_bbox: 0.0955, s1.loss_mask: 0.0888, s2.loss_cls: 0.0357, s2.acc: 94.6276, s2.loss_bbox: 0.0600, s2.loss_mask: 0.0417, loss: 1.0371 2022-06-08 00:57:21,227 - mmdet - INFO - Epoch [25][1850/7330] lr: 1.000e-04, eta: 1 day, 11:22:34, time: 1.465, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0191, loss_rpn_bbox: 0.0243, loss_semantic_seg: 0.1617, s0.loss_cls: 0.1381, s0.acc: 94.8586, s0.loss_bbox: 0.0804, s0.loss_mask: 0.1823, s1.loss_cls: 0.0626, s1.acc: 95.2945, s1.loss_bbox: 0.0935, s1.loss_mask: 0.0865, s2.loss_cls: 0.0320, s2.acc: 95.1459, s2.loss_bbox: 0.0617, s2.loss_mask: 0.0408, loss: 0.9830 2022-06-08 00:58:35,346 - mmdet - INFO - Epoch [25][1900/7330] lr: 1.000e-04, eta: 1 day, 11:21:20, time: 1.481, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0188, loss_rpn_bbox: 0.0279, loss_semantic_seg: 0.1592, s0.loss_cls: 0.1496, s0.acc: 94.3716, s0.loss_bbox: 0.0898, s0.loss_mask: 0.1956, s1.loss_cls: 0.0683, s1.acc: 94.8401, s1.loss_bbox: 0.0990, s1.loss_mask: 0.0930, s2.loss_cls: 0.0351, s2.acc: 94.6476, s2.loss_bbox: 0.0636, s2.loss_mask: 0.0442, loss: 1.0442 2022-06-08 00:59:49,977 - mmdet - INFO - Epoch [25][1950/7330] lr: 1.000e-04, eta: 1 day, 11:20:06, time: 1.493, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0191, loss_rpn_bbox: 0.0255, loss_semantic_seg: 0.1647, s0.loss_cls: 0.1419, s0.acc: 94.7827, s0.loss_bbox: 0.0822, s0.loss_mask: 0.1823, s1.loss_cls: 0.0650, s1.acc: 95.2541, s1.loss_bbox: 0.0948, s1.loss_mask: 0.0867, s2.loss_cls: 0.0327, s2.acc: 95.1638, s2.loss_bbox: 0.0623, s2.loss_mask: 0.0411, loss: 0.9984 2022-06-08 01:01:04,470 - mmdet - INFO - Epoch [25][2000/7330] lr: 1.000e-04, eta: 1 day, 11:18:53, time: 1.492, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0260, loss_semantic_seg: 0.1584, s0.loss_cls: 0.1587, s0.acc: 94.2229, s0.loss_bbox: 0.0899, s0.loss_mask: 0.1919, s1.loss_cls: 0.0718, s1.acc: 94.7451, s1.loss_bbox: 0.1014, s1.loss_mask: 0.0906, s2.loss_cls: 0.0365, s2.acc: 94.6463, s2.loss_bbox: 0.0670, s2.loss_mask: 0.0426, loss: 1.0548 2022-06-08 01:02:18,045 - mmdet - INFO - Epoch [25][2050/7330] lr: 1.000e-04, eta: 1 day, 11:17:39, time: 1.471, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0255, loss_semantic_seg: 0.1670, s0.loss_cls: 0.1526, s0.acc: 94.3582, s0.loss_bbox: 0.0846, s0.loss_mask: 0.1930, s1.loss_cls: 0.0704, s1.acc: 94.7766, s1.loss_bbox: 0.0966, s1.loss_mask: 0.0917, s2.loss_cls: 0.0359, s2.acc: 94.5293, s2.loss_bbox: 0.0656, s2.loss_mask: 0.0437, loss: 1.0466 2022-06-08 01:03:30,360 - mmdet - INFO - Epoch [25][2100/7330] lr: 1.000e-04, eta: 1 day, 11:16:24, time: 1.447, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0280, loss_semantic_seg: 0.1714, s0.loss_cls: 0.1536, s0.acc: 94.3962, s0.loss_bbox: 0.0880, s0.loss_mask: 0.1915, s1.loss_cls: 0.0716, s1.acc: 94.8156, s1.loss_bbox: 0.0976, s1.loss_mask: 0.0901, s2.loss_cls: 0.0367, s2.acc: 94.5628, s2.loss_bbox: 0.0639, s2.loss_mask: 0.0425, loss: 1.0563 2022-06-08 01:04:44,100 - mmdet - INFO - Epoch [25][2150/7330] lr: 1.000e-04, eta: 1 day, 11:15:10, time: 1.475, data_time: 0.020, memory: 64799, loss_rpn_cls: 0.0194, loss_rpn_bbox: 0.0256, loss_semantic_seg: 0.1590, s0.loss_cls: 0.1487, s0.acc: 94.5444, s0.loss_bbox: 0.0847, s0.loss_mask: 0.1848, s1.loss_cls: 0.0682, s1.acc: 94.9613, s1.loss_bbox: 0.0964, s1.loss_mask: 0.0875, s2.loss_cls: 0.0345, s2.acc: 94.7627, s2.loss_bbox: 0.0629, s2.loss_mask: 0.0413, loss: 1.0129 2022-06-08 01:05:58,196 - mmdet - INFO - Epoch [25][2200/7330] lr: 1.000e-04, eta: 1 day, 11:13:56, time: 1.482, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0249, loss_semantic_seg: 0.1735, s0.loss_cls: 0.1564, s0.acc: 94.3140, s0.loss_bbox: 0.0856, s0.loss_mask: 0.1876, s1.loss_cls: 0.0722, s1.acc: 94.7433, s1.loss_bbox: 0.0979, s1.loss_mask: 0.0888, s2.loss_cls: 0.0370, s2.acc: 94.4630, s2.loss_bbox: 0.0639, s2.loss_mask: 0.0417, loss: 1.0504 2022-06-08 01:07:11,966 - mmdet - INFO - Epoch [25][2250/7330] lr: 1.000e-04, eta: 1 day, 11:12:42, time: 1.475, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0153, loss_rpn_bbox: 0.0242, loss_semantic_seg: 0.1643, s0.loss_cls: 0.1514, s0.acc: 94.3828, s0.loss_bbox: 0.0850, s0.loss_mask: 0.1874, s1.loss_cls: 0.0703, s1.acc: 94.7996, s1.loss_bbox: 0.0937, s1.loss_mask: 0.0884, s2.loss_cls: 0.0355, s2.acc: 94.6407, s2.loss_bbox: 0.0619, s2.loss_mask: 0.0420, loss: 1.0195 2022-06-08 01:08:26,419 - mmdet - INFO - Epoch [25][2300/7330] lr: 1.000e-04, eta: 1 day, 11:11:28, time: 1.489, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0266, loss_semantic_seg: 0.1688, s0.loss_cls: 0.1490, s0.acc: 94.6030, s0.loss_bbox: 0.0858, s0.loss_mask: 0.1927, s1.loss_cls: 0.0693, s1.acc: 95.0105, s1.loss_bbox: 0.0951, s1.loss_mask: 0.0906, s2.loss_cls: 0.0347, s2.acc: 94.8406, s2.loss_bbox: 0.0619, s2.loss_mask: 0.0432, loss: 1.0377 2022-06-08 01:09:40,189 - mmdet - INFO - Epoch [25][2350/7330] lr: 1.000e-04, eta: 1 day, 11:10:14, time: 1.476, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0183, loss_rpn_bbox: 0.0243, loss_semantic_seg: 0.1578, s0.loss_cls: 0.1414, s0.acc: 94.7942, s0.loss_bbox: 0.0802, s0.loss_mask: 0.1795, s1.loss_cls: 0.0649, s1.acc: 95.2597, s1.loss_bbox: 0.0915, s1.loss_mask: 0.0847, s2.loss_cls: 0.0333, s2.acc: 94.9627, s2.loss_bbox: 0.0610, s2.loss_mask: 0.0405, loss: 0.9775 2022-06-08 01:10:54,579 - mmdet - INFO - Epoch [25][2400/7330] lr: 1.000e-04, eta: 1 day, 11:09:01, time: 1.488, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0267, loss_semantic_seg: 0.1629, s0.loss_cls: 0.1561, s0.acc: 94.2844, s0.loss_bbox: 0.0880, s0.loss_mask: 0.1875, s1.loss_cls: 0.0709, s1.acc: 94.7320, s1.loss_bbox: 0.0977, s1.loss_mask: 0.0886, s2.loss_cls: 0.0362, s2.acc: 94.5980, s2.loss_bbox: 0.0632, s2.loss_mask: 0.0420, loss: 1.0396 2022-06-08 01:12:07,271 - mmdet - INFO - Epoch [25][2450/7330] lr: 1.000e-04, eta: 1 day, 11:07:46, time: 1.454, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0246, loss_semantic_seg: 0.1620, s0.loss_cls: 0.1403, s0.acc: 94.8145, s0.loss_bbox: 0.0814, s0.loss_mask: 0.1819, s1.loss_cls: 0.0636, s1.acc: 95.3137, s1.loss_bbox: 0.0923, s1.loss_mask: 0.0859, s2.loss_cls: 0.0331, s2.acc: 95.0375, s2.loss_bbox: 0.0598, s2.loss_mask: 0.0404, loss: 0.9855 2022-06-08 01:13:20,681 - mmdet - INFO - Epoch [25][2500/7330] lr: 1.000e-04, eta: 1 day, 11:06:32, time: 1.468, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0181, loss_rpn_bbox: 0.0259, loss_semantic_seg: 0.1559, s0.loss_cls: 0.1410, s0.acc: 94.8235, s0.loss_bbox: 0.0842, s0.loss_mask: 0.1862, s1.loss_cls: 0.0642, s1.acc: 95.3455, s1.loss_bbox: 0.0939, s1.loss_mask: 0.0880, s2.loss_cls: 0.0331, s2.acc: 95.1125, s2.loss_bbox: 0.0624, s2.loss_mask: 0.0420, loss: 0.9949 2022-06-08 01:14:33,993 - mmdet - INFO - Epoch [25][2550/7330] lr: 1.000e-04, eta: 1 day, 11:05:18, time: 1.467, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0180, loss_rpn_bbox: 0.0251, loss_semantic_seg: 0.1572, s0.loss_cls: 0.1497, s0.acc: 94.4629, s0.loss_bbox: 0.0834, s0.loss_mask: 0.1846, s1.loss_cls: 0.0692, s1.acc: 94.9054, s1.loss_bbox: 0.0956, s1.loss_mask: 0.0878, s2.loss_cls: 0.0350, s2.acc: 94.7352, s2.loss_bbox: 0.0628, s2.loss_mask: 0.0417, loss: 1.0101 2022-06-08 01:15:47,280 - mmdet - INFO - Epoch [25][2600/7330] lr: 1.000e-04, eta: 1 day, 11:04:03, time: 1.466, data_time: 0.021, memory: 64799, loss_rpn_cls: 0.0174, loss_rpn_bbox: 0.0243, loss_semantic_seg: 0.1550, s0.loss_cls: 0.1441, s0.acc: 94.7141, s0.loss_bbox: 0.0831, s0.loss_mask: 0.1816, s1.loss_cls: 0.0650, s1.acc: 95.2593, s1.loss_bbox: 0.0923, s1.loss_mask: 0.0852, s2.loss_cls: 0.0328, s2.acc: 95.1791, s2.loss_bbox: 0.0622, s2.loss_mask: 0.0400, loss: 0.9829 2022-06-08 01:17:00,126 - mmdet - INFO - Epoch [25][2650/7330] lr: 1.000e-04, eta: 1 day, 11:02:49, time: 1.457, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0247, loss_semantic_seg: 0.1635, s0.loss_cls: 0.1431, s0.acc: 94.7424, s0.loss_bbox: 0.0834, s0.loss_mask: 0.1869, s1.loss_cls: 0.0652, s1.acc: 95.2516, s1.loss_bbox: 0.0943, s1.loss_mask: 0.0883, s2.loss_cls: 0.0333, s2.acc: 95.0642, s2.loss_bbox: 0.0623, s2.loss_mask: 0.0419, loss: 1.0066 2022-06-08 01:18:13,386 - mmdet - INFO - Epoch [25][2700/7330] lr: 1.000e-04, eta: 1 day, 11:01:35, time: 1.465, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0265, loss_semantic_seg: 0.1593, s0.loss_cls: 0.1512, s0.acc: 94.3887, s0.loss_bbox: 0.0893, s0.loss_mask: 0.1946, s1.loss_cls: 0.0697, s1.acc: 94.7801, s1.loss_bbox: 0.0994, s1.loss_mask: 0.0917, s2.loss_cls: 0.0356, s2.acc: 94.4944, s2.loss_bbox: 0.0641, s2.loss_mask: 0.0432, loss: 1.0445 2022-06-08 01:19:27,067 - mmdet - INFO - Epoch [25][2750/7330] lr: 1.000e-04, eta: 1 day, 11:00:20, time: 1.474, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0240, loss_semantic_seg: 0.1574, s0.loss_cls: 0.1475, s0.acc: 94.6379, s0.loss_bbox: 0.0843, s0.loss_mask: 0.1836, s1.loss_cls: 0.0666, s1.acc: 95.2066, s1.loss_bbox: 0.0959, s1.loss_mask: 0.0871, s2.loss_cls: 0.0344, s2.acc: 94.9564, s2.loss_bbox: 0.0621, s2.loss_mask: 0.0410, loss: 1.0036 2022-06-08 01:20:40,601 - mmdet - INFO - Epoch [25][2800/7330] lr: 1.000e-04, eta: 1 day, 10:59:06, time: 1.471, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0255, loss_semantic_seg: 0.1694, s0.loss_cls: 0.1610, s0.acc: 94.1802, s0.loss_bbox: 0.0885, s0.loss_mask: 0.1942, s1.loss_cls: 0.0743, s1.acc: 94.6785, s1.loss_bbox: 0.1005, s1.loss_mask: 0.0912, s2.loss_cls: 0.0379, s2.acc: 94.4294, s2.loss_bbox: 0.0659, s2.loss_mask: 0.0428, loss: 1.0715 2022-06-08 01:21:53,453 - mmdet - INFO - Epoch [25][2850/7330] lr: 1.000e-04, eta: 1 day, 10:57:52, time: 1.457, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0181, loss_rpn_bbox: 0.0260, loss_semantic_seg: 0.1665, s0.loss_cls: 0.1506, s0.acc: 94.5222, s0.loss_bbox: 0.0843, s0.loss_mask: 0.1855, s1.loss_cls: 0.0683, s1.acc: 95.0590, s1.loss_bbox: 0.0951, s1.loss_mask: 0.0875, s2.loss_cls: 0.0349, s2.acc: 94.9486, s2.loss_bbox: 0.0617, s2.loss_mask: 0.0413, loss: 1.0197 2022-06-08 01:23:07,213 - mmdet - INFO - Epoch [25][2900/7330] lr: 1.000e-04, eta: 1 day, 10:56:38, time: 1.475, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0258, loss_semantic_seg: 0.1686, s0.loss_cls: 0.1501, s0.acc: 94.5522, s0.loss_bbox: 0.0849, s0.loss_mask: 0.1913, s1.loss_cls: 0.0687, s1.acc: 94.9849, s1.loss_bbox: 0.0976, s1.loss_mask: 0.0905, s2.loss_cls: 0.0354, s2.acc: 94.7814, s2.loss_bbox: 0.0646, s2.loss_mask: 0.0428, loss: 1.0406 2022-06-08 01:24:20,406 - mmdet - INFO - Epoch [25][2950/7330] lr: 1.000e-04, eta: 1 day, 10:55:23, time: 1.464, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0259, loss_semantic_seg: 0.1700, s0.loss_cls: 0.1573, s0.acc: 94.1492, s0.loss_bbox: 0.0886, s0.loss_mask: 0.1924, s1.loss_cls: 0.0718, s1.acc: 94.6549, s1.loss_bbox: 0.1004, s1.loss_mask: 0.0903, s2.loss_cls: 0.0364, s2.acc: 94.4816, s2.loss_bbox: 0.0661, s2.loss_mask: 0.0427, loss: 1.0631 2022-06-08 01:25:34,237 - mmdet - INFO - Epoch [25][3000/7330] lr: 1.000e-04, eta: 1 day, 10:54:09, time: 1.476, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0175, loss_rpn_bbox: 0.0242, loss_semantic_seg: 0.1676, s0.loss_cls: 0.1525, s0.acc: 94.4219, s0.loss_bbox: 0.0850, s0.loss_mask: 0.1851, s1.loss_cls: 0.0697, s1.acc: 94.9469, s1.loss_bbox: 0.0949, s1.loss_mask: 0.0879, s2.loss_cls: 0.0357, s2.acc: 94.6896, s2.loss_bbox: 0.0628, s2.loss_mask: 0.0417, loss: 1.0246 2022-06-08 01:26:47,829 - mmdet - INFO - Epoch [25][3050/7330] lr: 1.000e-04, eta: 1 day, 10:52:55, time: 1.473, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0277, loss_semantic_seg: 0.1653, s0.loss_cls: 0.1562, s0.acc: 94.3635, s0.loss_bbox: 0.0898, s0.loss_mask: 0.1923, s1.loss_cls: 0.0713, s1.acc: 94.8471, s1.loss_bbox: 0.1011, s1.loss_mask: 0.0909, s2.loss_cls: 0.0359, s2.acc: 94.6779, s2.loss_bbox: 0.0660, s2.loss_mask: 0.0429, loss: 1.0601 2022-06-08 01:28:01,616 - mmdet - INFO - Epoch [25][3100/7330] lr: 1.000e-04, eta: 1 day, 10:51:41, time: 1.476, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0246, loss_semantic_seg: 0.1644, s0.loss_cls: 0.1506, s0.acc: 94.4839, s0.loss_bbox: 0.0859, s0.loss_mask: 0.1875, s1.loss_cls: 0.0702, s1.acc: 94.8938, s1.loss_bbox: 0.0965, s1.loss_mask: 0.0893, s2.loss_cls: 0.0354, s2.acc: 94.7423, s2.loss_bbox: 0.0645, s2.loss_mask: 0.0422, loss: 1.0306 2022-06-08 01:29:14,029 - mmdet - INFO - Epoch [25][3150/7330] lr: 1.000e-04, eta: 1 day, 10:50:27, time: 1.448, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0271, loss_semantic_seg: 0.1659, s0.loss_cls: 0.1593, s0.acc: 94.2593, s0.loss_bbox: 0.0895, s0.loss_mask: 0.1948, s1.loss_cls: 0.0737, s1.acc: 94.6528, s1.loss_bbox: 0.0994, s1.loss_mask: 0.0914, s2.loss_cls: 0.0374, s2.acc: 94.5025, s2.loss_bbox: 0.0639, s2.loss_mask: 0.0430, loss: 1.0656 2022-06-08 01:30:27,001 - mmdet - INFO - Epoch [25][3200/7330] lr: 1.000e-04, eta: 1 day, 10:49:12, time: 1.459, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0192, loss_rpn_bbox: 0.0251, loss_semantic_seg: 0.1644, s0.loss_cls: 0.1472, s0.acc: 94.5012, s0.loss_bbox: 0.0852, s0.loss_mask: 0.1849, s1.loss_cls: 0.0680, s1.acc: 94.8180, s1.loss_bbox: 0.0947, s1.loss_mask: 0.0871, s2.loss_cls: 0.0345, s2.acc: 94.6717, s2.loss_bbox: 0.0612, s2.loss_mask: 0.0412, loss: 1.0129 2022-06-08 01:31:40,415 - mmdet - INFO - Epoch [25][3250/7330] lr: 1.000e-04, eta: 1 day, 10:47:58, time: 1.466, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0189, loss_rpn_bbox: 0.0249, loss_semantic_seg: 0.1645, s0.loss_cls: 0.1480, s0.acc: 94.7754, s0.loss_bbox: 0.0806, s0.loss_mask: 0.1805, s1.loss_cls: 0.0674, s1.acc: 95.2693, s1.loss_bbox: 0.0895, s1.loss_mask: 0.0852, s2.loss_cls: 0.0349, s2.acc: 94.9700, s2.loss_bbox: 0.0580, s2.loss_mask: 0.0401, loss: 0.9924 2022-06-08 01:32:53,455 - mmdet - INFO - Epoch [25][3300/7330] lr: 1.000e-04, eta: 1 day, 10:46:44, time: 1.463, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0192, loss_rpn_bbox: 0.0237, loss_semantic_seg: 0.1625, s0.loss_cls: 0.1443, s0.acc: 94.5894, s0.loss_bbox: 0.0837, s0.loss_mask: 0.1850, s1.loss_cls: 0.0657, s1.acc: 95.0897, s1.loss_bbox: 0.0945, s1.loss_mask: 0.0872, s2.loss_cls: 0.0336, s2.acc: 94.8664, s2.loss_bbox: 0.0632, s2.loss_mask: 0.0414, loss: 1.0040 2022-06-08 01:34:05,487 - mmdet - INFO - Epoch [25][3350/7330] lr: 1.000e-04, eta: 1 day, 10:45:29, time: 1.440, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0255, loss_semantic_seg: 0.1695, s0.loss_cls: 0.1484, s0.acc: 94.5349, s0.loss_bbox: 0.0863, s0.loss_mask: 0.1858, s1.loss_cls: 0.0678, s1.acc: 95.0617, s1.loss_bbox: 0.0982, s1.loss_mask: 0.0875, s2.loss_cls: 0.0354, s2.acc: 94.7488, s2.loss_bbox: 0.0634, s2.loss_mask: 0.0413, loss: 1.0286 2022-06-08 01:35:18,089 - mmdet - INFO - Epoch [25][3400/7330] lr: 1.000e-04, eta: 1 day, 10:44:14, time: 1.452, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0244, loss_semantic_seg: 0.1650, s0.loss_cls: 0.1455, s0.acc: 94.6841, s0.loss_bbox: 0.0828, s0.loss_mask: 0.1872, s1.loss_cls: 0.0666, s1.acc: 95.0874, s1.loss_bbox: 0.0949, s1.loss_mask: 0.0880, s2.loss_cls: 0.0341, s2.acc: 94.9874, s2.loss_bbox: 0.0620, s2.loss_mask: 0.0414, loss: 1.0124 2022-06-08 01:36:30,715 - mmdet - INFO - Epoch [25][3450/7330] lr: 1.000e-04, eta: 1 day, 10:43:00, time: 1.453, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0254, loss_semantic_seg: 0.1667, s0.loss_cls: 0.1503, s0.acc: 94.5083, s0.loss_bbox: 0.0888, s0.loss_mask: 0.1930, s1.loss_cls: 0.0697, s1.acc: 94.9255, s1.loss_bbox: 0.1002, s1.loss_mask: 0.0904, s2.loss_cls: 0.0354, s2.acc: 94.6921, s2.loss_bbox: 0.0653, s2.loss_mask: 0.0426, loss: 1.0483 2022-06-08 01:37:43,088 - mmdet - INFO - Epoch [25][3500/7330] lr: 1.000e-04, eta: 1 day, 10:41:45, time: 1.447, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0189, loss_rpn_bbox: 0.0250, loss_semantic_seg: 0.1639, s0.loss_cls: 0.1412, s0.acc: 94.7302, s0.loss_bbox: 0.0815, s0.loss_mask: 0.1872, s1.loss_cls: 0.0639, s1.acc: 95.2612, s1.loss_bbox: 0.0924, s1.loss_mask: 0.0880, s2.loss_cls: 0.0325, s2.acc: 95.0708, s2.loss_bbox: 0.0589, s2.loss_mask: 0.0412, loss: 0.9947 2022-06-08 01:38:56,999 - mmdet - INFO - Epoch [25][3550/7330] lr: 1.000e-04, eta: 1 day, 10:40:31, time: 1.478, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0268, loss_semantic_seg: 0.1584, s0.loss_cls: 0.1462, s0.acc: 94.5337, s0.loss_bbox: 0.0852, s0.loss_mask: 0.1854, s1.loss_cls: 0.0673, s1.acc: 94.9253, s1.loss_bbox: 0.0967, s1.loss_mask: 0.0874, s2.loss_cls: 0.0349, s2.acc: 94.7138, s2.loss_bbox: 0.0636, s2.loss_mask: 0.0412, loss: 1.0136 2022-06-08 01:40:09,740 - mmdet - INFO - Epoch [25][3600/7330] lr: 1.000e-04, eta: 1 day, 10:39:17, time: 1.453, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0249, loss_semantic_seg: 0.1581, s0.loss_cls: 0.1510, s0.acc: 94.4600, s0.loss_bbox: 0.0843, s0.loss_mask: 0.1813, s1.loss_cls: 0.0698, s1.acc: 94.9147, s1.loss_bbox: 0.0933, s1.loss_mask: 0.0855, s2.loss_cls: 0.0354, s2.acc: 94.7618, s2.loss_bbox: 0.0622, s2.loss_mask: 0.0401, loss: 1.0055 2022-06-08 01:41:24,131 - mmdet - INFO - Epoch [25][3650/7330] lr: 1.000e-04, eta: 1 day, 10:38:03, time: 1.490, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0276, loss_semantic_seg: 0.1625, s0.loss_cls: 0.1629, s0.acc: 94.0393, s0.loss_bbox: 0.0936, s0.loss_mask: 0.1940, s1.loss_cls: 0.0756, s1.acc: 94.5524, s1.loss_bbox: 0.1050, s1.loss_mask: 0.0908, s2.loss_cls: 0.0383, s2.acc: 94.2756, s2.loss_bbox: 0.0663, s2.loss_mask: 0.0427, loss: 1.0809 2022-06-08 01:42:37,739 - mmdet - INFO - Epoch [25][3700/7330] lr: 1.000e-04, eta: 1 day, 10:36:49, time: 1.471, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0285, loss_semantic_seg: 0.1686, s0.loss_cls: 0.1573, s0.acc: 94.2183, s0.loss_bbox: 0.0873, s0.loss_mask: 0.1924, s1.loss_cls: 0.0718, s1.acc: 94.7215, s1.loss_bbox: 0.0996, s1.loss_mask: 0.0910, s2.loss_cls: 0.0367, s2.acc: 94.5049, s2.loss_bbox: 0.0641, s2.loss_mask: 0.0432, loss: 1.0606 2022-06-08 01:43:50,625 - mmdet - INFO - Epoch [25][3750/7330] lr: 1.000e-04, eta: 1 day, 10:35:34, time: 1.460, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0177, loss_rpn_bbox: 0.0256, loss_semantic_seg: 0.1662, s0.loss_cls: 0.1424, s0.acc: 94.6697, s0.loss_bbox: 0.0812, s0.loss_mask: 0.1826, s1.loss_cls: 0.0655, s1.acc: 95.1867, s1.loss_bbox: 0.0958, s1.loss_mask: 0.0869, s2.loss_cls: 0.0340, s2.acc: 94.9326, s2.loss_bbox: 0.0634, s2.loss_mask: 0.0411, loss: 1.0025 2022-06-08 01:45:03,925 - mmdet - INFO - Epoch [25][3800/7330] lr: 1.000e-04, eta: 1 day, 10:34:20, time: 1.466, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0190, loss_rpn_bbox: 0.0246, loss_semantic_seg: 0.1610, s0.loss_cls: 0.1540, s0.acc: 94.3730, s0.loss_bbox: 0.0869, s0.loss_mask: 0.1842, s1.loss_cls: 0.0705, s1.acc: 94.8628, s1.loss_bbox: 0.0971, s1.loss_mask: 0.0872, s2.loss_cls: 0.0361, s2.acc: 94.6923, s2.loss_bbox: 0.0628, s2.loss_mask: 0.0411, loss: 1.0244 2022-06-08 01:46:18,145 - mmdet - INFO - Epoch [25][3850/7330] lr: 1.000e-04, eta: 1 day, 10:33:06, time: 1.485, data_time: 0.022, memory: 64799, loss_rpn_cls: 0.0188, loss_rpn_bbox: 0.0276, loss_semantic_seg: 0.1617, s0.loss_cls: 0.1524, s0.acc: 94.3196, s0.loss_bbox: 0.0918, s0.loss_mask: 0.1908, s1.loss_cls: 0.0705, s1.acc: 94.7537, s1.loss_bbox: 0.1023, s1.loss_mask: 0.0897, s2.loss_cls: 0.0368, s2.acc: 94.4503, s2.loss_bbox: 0.0646, s2.loss_mask: 0.0421, loss: 1.0492 2022-06-08 01:47:30,312 - mmdet - INFO - Epoch [25][3900/7330] lr: 1.000e-04, eta: 1 day, 10:31:51, time: 1.443, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0181, loss_rpn_bbox: 0.0243, loss_semantic_seg: 0.1627, s0.loss_cls: 0.1496, s0.acc: 94.4583, s0.loss_bbox: 0.0841, s0.loss_mask: 0.1879, s1.loss_cls: 0.0691, s1.acc: 94.9259, s1.loss_bbox: 0.0946, s1.loss_mask: 0.0889, s2.loss_cls: 0.0351, s2.acc: 94.7002, s2.loss_bbox: 0.0612, s2.loss_mask: 0.0422, loss: 1.0177 2022-06-08 01:48:43,617 - mmdet - INFO - Epoch [25][3950/7330] lr: 1.000e-04, eta: 1 day, 10:30:37, time: 1.466, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0185, loss_rpn_bbox: 0.0257, loss_semantic_seg: 0.1638, s0.loss_cls: 0.1452, s0.acc: 94.6216, s0.loss_bbox: 0.0851, s0.loss_mask: 0.1875, s1.loss_cls: 0.0675, s1.acc: 94.9849, s1.loss_bbox: 0.0972, s1.loss_mask: 0.0881, s2.loss_cls: 0.0345, s2.acc: 94.7487, s2.loss_bbox: 0.0630, s2.loss_mask: 0.0414, loss: 1.0174 2022-06-08 01:49:55,828 - mmdet - INFO - Epoch [25][4000/7330] lr: 1.000e-04, eta: 1 day, 10:29:22, time: 1.444, data_time: 0.012, memory: 64799, loss_rpn_cls: 0.0182, loss_rpn_bbox: 0.0240, loss_semantic_seg: 0.1640, s0.loss_cls: 0.1477, s0.acc: 94.5554, s0.loss_bbox: 0.0841, s0.loss_mask: 0.1872, s1.loss_cls: 0.0692, s1.acc: 94.9512, s1.loss_bbox: 0.0960, s1.loss_mask: 0.0879, s2.loss_cls: 0.0348, s2.acc: 94.7598, s2.loss_bbox: 0.0624, s2.loss_mask: 0.0416, loss: 1.0173 2022-06-08 01:51:10,140 - mmdet - INFO - Epoch [25][4050/7330] lr: 1.000e-04, eta: 1 day, 10:28:09, time: 1.487, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0272, loss_semantic_seg: 0.1642, s0.loss_cls: 0.1501, s0.acc: 94.4363, s0.loss_bbox: 0.0871, s0.loss_mask: 0.1907, s1.loss_cls: 0.0692, s1.acc: 94.8611, s1.loss_bbox: 0.0996, s1.loss_mask: 0.0901, s2.loss_cls: 0.0353, s2.acc: 94.7593, s2.loss_bbox: 0.0654, s2.loss_mask: 0.0424, loss: 1.0408 2022-06-08 01:52:23,083 - mmdet - INFO - Epoch [25][4100/7330] lr: 1.000e-04, eta: 1 day, 10:26:54, time: 1.458, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0194, loss_rpn_bbox: 0.0256, loss_semantic_seg: 0.1633, s0.loss_cls: 0.1466, s0.acc: 94.6157, s0.loss_bbox: 0.0828, s0.loss_mask: 0.1824, s1.loss_cls: 0.0666, s1.acc: 95.1539, s1.loss_bbox: 0.0956, s1.loss_mask: 0.0859, s2.loss_cls: 0.0338, s2.acc: 94.9514, s2.loss_bbox: 0.0616, s2.loss_mask: 0.0408, loss: 1.0043 2022-06-08 01:53:35,217 - mmdet - INFO - Epoch [25][4150/7330] lr: 1.000e-04, eta: 1 day, 10:25:39, time: 1.443, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0176, loss_rpn_bbox: 0.0241, loss_semantic_seg: 0.1667, s0.loss_cls: 0.1391, s0.acc: 94.8171, s0.loss_bbox: 0.0815, s0.loss_mask: 0.1853, s1.loss_cls: 0.0649, s1.acc: 95.1605, s1.loss_bbox: 0.0930, s1.loss_mask: 0.0872, s2.loss_cls: 0.0333, s2.acc: 94.9543, s2.loss_bbox: 0.0616, s2.loss_mask: 0.0410, loss: 0.9953 2022-06-08 01:54:47,446 - mmdet - INFO - Epoch [25][4200/7330] lr: 1.000e-04, eta: 1 day, 10:24:25, time: 1.445, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0191, loss_rpn_bbox: 0.0242, loss_semantic_seg: 0.1567, s0.loss_cls: 0.1419, s0.acc: 94.7734, s0.loss_bbox: 0.0854, s0.loss_mask: 0.1844, s1.loss_cls: 0.0648, s1.acc: 95.1932, s1.loss_bbox: 0.0956, s1.loss_mask: 0.0879, s2.loss_cls: 0.0331, s2.acc: 94.9398, s2.loss_bbox: 0.0609, s2.loss_mask: 0.0415, loss: 0.9956 2022-06-08 01:55:59,605 - mmdet - INFO - Epoch [25][4250/7330] lr: 1.000e-04, eta: 1 day, 10:23:10, time: 1.443, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0254, loss_semantic_seg: 0.1709, s0.loss_cls: 0.1485, s0.acc: 94.6438, s0.loss_bbox: 0.0848, s0.loss_mask: 0.1894, s1.loss_cls: 0.0670, s1.acc: 95.2170, s1.loss_bbox: 0.0964, s1.loss_mask: 0.0899, s2.loss_cls: 0.0348, s2.acc: 94.8402, s2.loss_bbox: 0.0622, s2.loss_mask: 0.0425, loss: 1.0317 2022-06-08 01:57:12,784 - mmdet - INFO - Epoch [25][4300/7330] lr: 1.000e-04, eta: 1 day, 10:21:56, time: 1.464, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0260, loss_semantic_seg: 0.1707, s0.loss_cls: 0.1534, s0.acc: 94.3152, s0.loss_bbox: 0.0864, s0.loss_mask: 0.1897, s1.loss_cls: 0.0721, s1.acc: 94.7714, s1.loss_bbox: 0.0959, s1.loss_mask: 0.0894, s2.loss_cls: 0.0366, s2.acc: 94.6606, s2.loss_bbox: 0.0622, s2.loss_mask: 0.0423, loss: 1.0470 2022-06-08 01:58:26,430 - mmdet - INFO - Epoch [25][4350/7330] lr: 1.000e-04, eta: 1 day, 10:20:42, time: 1.473, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0275, loss_semantic_seg: 0.1712, s0.loss_cls: 0.1516, s0.acc: 94.4214, s0.loss_bbox: 0.0891, s0.loss_mask: 0.1915, s1.loss_cls: 0.0706, s1.acc: 94.9012, s1.loss_bbox: 0.0990, s1.loss_mask: 0.0905, s2.loss_cls: 0.0361, s2.acc: 94.6571, s2.loss_bbox: 0.0630, s2.loss_mask: 0.0426, loss: 1.0533 2022-06-08 01:59:39,703 - mmdet - INFO - Epoch [25][4400/7330] lr: 1.000e-04, eta: 1 day, 10:19:27, time: 1.466, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0257, loss_semantic_seg: 0.1579, s0.loss_cls: 0.1506, s0.acc: 94.3992, s0.loss_bbox: 0.0888, s0.loss_mask: 0.1897, s1.loss_cls: 0.0698, s1.acc: 94.7484, s1.loss_bbox: 0.0978, s1.loss_mask: 0.0893, s2.loss_cls: 0.0361, s2.acc: 94.6150, s2.loss_bbox: 0.0622, s2.loss_mask: 0.0426, loss: 1.0310 2022-06-08 02:00:54,264 - mmdet - INFO - Epoch [25][4450/7330] lr: 1.000e-04, eta: 1 day, 10:18:14, time: 1.491, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0189, loss_rpn_bbox: 0.0245, loss_semantic_seg: 0.1636, s0.loss_cls: 0.1463, s0.acc: 94.6394, s0.loss_bbox: 0.0826, s0.loss_mask: 0.1856, s1.loss_cls: 0.0666, s1.acc: 95.0846, s1.loss_bbox: 0.0912, s1.loss_mask: 0.0872, s2.loss_cls: 0.0342, s2.acc: 94.8936, s2.loss_bbox: 0.0608, s2.loss_mask: 0.0413, loss: 1.0029 2022-06-08 02:02:07,491 - mmdet - INFO - Epoch [25][4500/7330] lr: 1.000e-04, eta: 1 day, 10:16:59, time: 1.464, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0182, loss_rpn_bbox: 0.0248, loss_semantic_seg: 0.1576, s0.loss_cls: 0.1449, s0.acc: 94.6460, s0.loss_bbox: 0.0834, s0.loss_mask: 0.1904, s1.loss_cls: 0.0666, s1.acc: 95.1041, s1.loss_bbox: 0.0945, s1.loss_mask: 0.0894, s2.loss_cls: 0.0339, s2.acc: 94.9272, s2.loss_bbox: 0.0610, s2.loss_mask: 0.0423, loss: 1.0070 2022-06-08 02:03:20,641 - mmdet - INFO - Epoch [25][4550/7330] lr: 1.000e-04, eta: 1 day, 10:15:45, time: 1.464, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0261, loss_semantic_seg: 0.1694, s0.loss_cls: 0.1432, s0.acc: 94.6704, s0.loss_bbox: 0.0833, s0.loss_mask: 0.1889, s1.loss_cls: 0.0648, s1.acc: 95.2172, s1.loss_bbox: 0.0933, s1.loss_mask: 0.0889, s2.loss_cls: 0.0330, s2.acc: 95.1034, s2.loss_bbox: 0.0619, s2.loss_mask: 0.0421, loss: 1.0150 2022-06-08 02:04:32,858 - mmdet - INFO - Epoch [25][4600/7330] lr: 1.000e-04, eta: 1 day, 10:14:30, time: 1.444, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0266, loss_semantic_seg: 0.1694, s0.loss_cls: 0.1502, s0.acc: 94.5222, s0.loss_bbox: 0.0860, s0.loss_mask: 0.1867, s1.loss_cls: 0.0684, s1.acc: 94.9776, s1.loss_bbox: 0.0965, s1.loss_mask: 0.0887, s2.loss_cls: 0.0354, s2.acc: 94.6980, s2.loss_bbox: 0.0639, s2.loss_mask: 0.0421, loss: 1.0341 2022-06-08 02:05:44,837 - mmdet - INFO - Epoch [25][4650/7330] lr: 1.000e-04, eta: 1 day, 10:13:16, time: 1.440, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0258, loss_semantic_seg: 0.1638, s0.loss_cls: 0.1470, s0.acc: 94.6609, s0.loss_bbox: 0.0819, s0.loss_mask: 0.1867, s1.loss_cls: 0.0674, s1.acc: 95.0626, s1.loss_bbox: 0.0922, s1.loss_mask: 0.0892, s2.loss_cls: 0.0345, s2.acc: 94.7676, s2.loss_bbox: 0.0595, s2.loss_mask: 0.0422, loss: 1.0114 2022-06-08 02:06:57,382 - mmdet - INFO - Epoch [25][4700/7330] lr: 1.000e-04, eta: 1 day, 10:12:01, time: 1.451, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0179, loss_rpn_bbox: 0.0250, loss_semantic_seg: 0.1677, s0.loss_cls: 0.1407, s0.acc: 94.8230, s0.loss_bbox: 0.0817, s0.loss_mask: 0.1882, s1.loss_cls: 0.0660, s1.acc: 95.2169, s1.loss_bbox: 0.0939, s1.loss_mask: 0.0893, s2.loss_cls: 0.0335, s2.acc: 95.0595, s2.loss_bbox: 0.0621, s2.loss_mask: 0.0425, loss: 1.0086 2022-06-08 02:08:09,354 - mmdet - INFO - Epoch [25][4750/7330] lr: 1.000e-04, eta: 1 day, 10:10:46, time: 1.437, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0187, loss_rpn_bbox: 0.0259, loss_semantic_seg: 0.1660, s0.loss_cls: 0.1456, s0.acc: 94.5210, s0.loss_bbox: 0.0865, s0.loss_mask: 0.1913, s1.loss_cls: 0.0647, s1.acc: 95.0863, s1.loss_bbox: 0.0967, s1.loss_mask: 0.0910, s2.loss_cls: 0.0334, s2.acc: 94.8963, s2.loss_bbox: 0.0640, s2.loss_mask: 0.0432, loss: 1.0272 2022-06-08 02:09:22,369 - mmdet - INFO - Epoch [25][4800/7330] lr: 1.000e-04, eta: 1 day, 10:09:32, time: 1.462, data_time: 0.023, memory: 64799, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0241, loss_semantic_seg: 0.1588, s0.loss_cls: 0.1494, s0.acc: 94.5073, s0.loss_bbox: 0.0879, s0.loss_mask: 0.1892, s1.loss_cls: 0.0689, s1.acc: 94.9364, s1.loss_bbox: 0.0991, s1.loss_mask: 0.0894, s2.loss_cls: 0.0355, s2.acc: 94.6405, s2.loss_bbox: 0.0646, s2.loss_mask: 0.0424, loss: 1.0289 2022-06-08 02:10:34,023 - mmdet - INFO - Epoch [25][4850/7330] lr: 1.000e-04, eta: 1 day, 10:08:17, time: 1.433, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0192, loss_rpn_bbox: 0.0255, loss_semantic_seg: 0.1622, s0.loss_cls: 0.1513, s0.acc: 94.4736, s0.loss_bbox: 0.0863, s0.loss_mask: 0.1853, s1.loss_cls: 0.0689, s1.acc: 94.9623, s1.loss_bbox: 0.0991, s1.loss_mask: 0.0874, s2.loss_cls: 0.0349, s2.acc: 94.7425, s2.loss_bbox: 0.0651, s2.loss_mask: 0.0415, loss: 1.0267 2022-06-08 02:11:45,337 - mmdet - INFO - Epoch [25][4900/7330] lr: 1.000e-04, eta: 1 day, 10:07:02, time: 1.426, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0267, loss_semantic_seg: 0.1712, s0.loss_cls: 0.1461, s0.acc: 94.4697, s0.loss_bbox: 0.0866, s0.loss_mask: 0.1937, s1.loss_cls: 0.0680, s1.acc: 94.9536, s1.loss_bbox: 0.0990, s1.loss_mask: 0.0915, s2.loss_cls: 0.0344, s2.acc: 94.7051, s2.loss_bbox: 0.0653, s2.loss_mask: 0.0435, loss: 1.0465 2022-06-08 02:12:57,823 - mmdet - INFO - Epoch [25][4950/7330] lr: 1.000e-04, eta: 1 day, 10:05:47, time: 1.449, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0272, loss_semantic_seg: 0.1710, s0.loss_cls: 0.1549, s0.acc: 94.3223, s0.loss_bbox: 0.0906, s0.loss_mask: 0.1943, s1.loss_cls: 0.0724, s1.acc: 94.6890, s1.loss_bbox: 0.1019, s1.loss_mask: 0.0915, s2.loss_cls: 0.0373, s2.acc: 94.3897, s2.loss_bbox: 0.0644, s2.loss_mask: 0.0432, loss: 1.0693 2022-06-08 02:14:10,331 - mmdet - INFO - Epoch [25][5000/7330] lr: 1.000e-04, eta: 1 day, 10:04:32, time: 1.451, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0173, loss_rpn_bbox: 0.0242, loss_semantic_seg: 0.1722, s0.loss_cls: 0.1447, s0.acc: 94.6582, s0.loss_bbox: 0.0808, s0.loss_mask: 0.1848, s1.loss_cls: 0.0671, s1.acc: 94.9656, s1.loss_bbox: 0.0937, s1.loss_mask: 0.0876, s2.loss_cls: 0.0342, s2.acc: 94.8289, s2.loss_bbox: 0.0621, s2.loss_mask: 0.0413, loss: 1.0100 2022-06-08 02:15:22,596 - mmdet - INFO - Epoch [25][5050/7330] lr: 1.000e-04, eta: 1 day, 10:03:18, time: 1.443, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0253, loss_semantic_seg: 0.1663, s0.loss_cls: 0.1581, s0.acc: 94.2090, s0.loss_bbox: 0.0871, s0.loss_mask: 0.1890, s1.loss_cls: 0.0743, s1.acc: 94.5852, s1.loss_bbox: 0.0972, s1.loss_mask: 0.0884, s2.loss_cls: 0.0379, s2.acc: 94.4197, s2.loss_bbox: 0.0632, s2.loss_mask: 0.0418, loss: 1.0491 2022-06-08 02:16:35,750 - mmdet - INFO - Epoch [25][5100/7330] lr: 1.000e-04, eta: 1 day, 10:02:03, time: 1.465, data_time: 0.021, memory: 64799, loss_rpn_cls: 0.0177, loss_rpn_bbox: 0.0252, loss_semantic_seg: 0.1678, s0.loss_cls: 0.1583, s0.acc: 94.3235, s0.loss_bbox: 0.0877, s0.loss_mask: 0.1868, s1.loss_cls: 0.0732, s1.acc: 94.7752, s1.loss_bbox: 0.0985, s1.loss_mask: 0.0878, s2.loss_cls: 0.0370, s2.acc: 94.5539, s2.loss_bbox: 0.0657, s2.loss_mask: 0.0417, loss: 1.0473 2022-06-08 02:17:48,549 - mmdet - INFO - Epoch [25][5150/7330] lr: 1.000e-04, eta: 1 day, 10:00:49, time: 1.456, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0192, loss_rpn_bbox: 0.0259, loss_semantic_seg: 0.1640, s0.loss_cls: 0.1512, s0.acc: 94.5002, s0.loss_bbox: 0.0837, s0.loss_mask: 0.1860, s1.loss_cls: 0.0700, s1.acc: 94.9529, s1.loss_bbox: 0.0955, s1.loss_mask: 0.0882, s2.loss_cls: 0.0356, s2.acc: 94.7828, s2.loss_bbox: 0.0613, s2.loss_mask: 0.0418, loss: 1.0223 2022-06-08 02:19:02,634 - mmdet - INFO - Epoch [25][5200/7330] lr: 1.000e-04, eta: 1 day, 9:59:35, time: 1.482, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0258, loss_semantic_seg: 0.1624, s0.loss_cls: 0.1533, s0.acc: 94.2808, s0.loss_bbox: 0.0892, s0.loss_mask: 0.1904, s1.loss_cls: 0.0710, s1.acc: 94.7288, s1.loss_bbox: 0.0986, s1.loss_mask: 0.0884, s2.loss_cls: 0.0357, s2.acc: 94.6334, s2.loss_bbox: 0.0633, s2.loss_mask: 0.0418, loss: 1.0402 2022-06-08 02:20:14,828 - mmdet - INFO - Epoch [25][5250/7330] lr: 1.000e-04, eta: 1 day, 9:58:20, time: 1.444, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0263, loss_semantic_seg: 0.1730, s0.loss_cls: 0.1560, s0.acc: 94.3689, s0.loss_bbox: 0.0862, s0.loss_mask: 0.1922, s1.loss_cls: 0.0729, s1.acc: 94.7299, s1.loss_bbox: 0.0964, s1.loss_mask: 0.0907, s2.loss_cls: 0.0370, s2.acc: 94.4690, s2.loss_bbox: 0.0623, s2.loss_mask: 0.0424, loss: 1.0591 2022-06-08 02:21:27,000 - mmdet - INFO - Epoch [25][5300/7330] lr: 1.000e-04, eta: 1 day, 9:57:06, time: 1.443, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0182, loss_rpn_bbox: 0.0259, loss_semantic_seg: 0.1625, s0.loss_cls: 0.1562, s0.acc: 94.3401, s0.loss_bbox: 0.0887, s0.loss_mask: 0.1852, s1.loss_cls: 0.0728, s1.acc: 94.7212, s1.loss_bbox: 0.1007, s1.loss_mask: 0.0877, s2.loss_cls: 0.0371, s2.acc: 94.4389, s2.loss_bbox: 0.0653, s2.loss_mask: 0.0419, loss: 1.0422 2022-06-08 02:22:40,837 - mmdet - INFO - Epoch [25][5350/7330] lr: 1.000e-04, eta: 1 day, 9:55:52, time: 1.477, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0279, loss_semantic_seg: 0.1654, s0.loss_cls: 0.1693, s0.acc: 93.8342, s0.loss_bbox: 0.0920, s0.loss_mask: 0.1927, s1.loss_cls: 0.0802, s1.acc: 94.1822, s1.loss_bbox: 0.1026, s1.loss_mask: 0.0903, s2.loss_cls: 0.0401, s2.acc: 94.0671, s2.loss_bbox: 0.0652, s2.loss_mask: 0.0422, loss: 1.0892 2022-06-08 02:23:53,347 - mmdet - INFO - Epoch [25][5400/7330] lr: 1.000e-04, eta: 1 day, 9:54:37, time: 1.451, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0272, loss_semantic_seg: 0.1665, s0.loss_cls: 0.1540, s0.acc: 94.3335, s0.loss_bbox: 0.0867, s0.loss_mask: 0.1852, s1.loss_cls: 0.0709, s1.acc: 94.8097, s1.loss_bbox: 0.0983, s1.loss_mask: 0.0873, s2.loss_cls: 0.0361, s2.acc: 94.6898, s2.loss_bbox: 0.0662, s2.loss_mask: 0.0415, loss: 1.0410 2022-06-08 02:25:06,671 - mmdet - INFO - Epoch [25][5450/7330] lr: 1.000e-04, eta: 1 day, 9:53:23, time: 1.466, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0187, loss_rpn_bbox: 0.0260, loss_semantic_seg: 0.1605, s0.loss_cls: 0.1542, s0.acc: 94.4292, s0.loss_bbox: 0.0835, s0.loss_mask: 0.1846, s1.loss_cls: 0.0707, s1.acc: 94.8589, s1.loss_bbox: 0.0951, s1.loss_mask: 0.0868, s2.loss_cls: 0.0361, s2.acc: 94.6466, s2.loss_bbox: 0.0608, s2.loss_mask: 0.0407, loss: 1.0176 2022-06-08 02:26:19,690 - mmdet - INFO - Epoch [25][5500/7330] lr: 1.000e-04, eta: 1 day, 9:52:09, time: 1.459, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0277, loss_semantic_seg: 0.1627, s0.loss_cls: 0.1642, s0.acc: 94.0908, s0.loss_bbox: 0.0901, s0.loss_mask: 0.1911, s1.loss_cls: 0.0765, s1.acc: 94.4725, s1.loss_bbox: 0.1023, s1.loss_mask: 0.0899, s2.loss_cls: 0.0388, s2.acc: 94.2686, s2.loss_bbox: 0.0661, s2.loss_mask: 0.0422, loss: 1.0736 2022-06-08 02:27:31,897 - mmdet - INFO - Epoch [25][5550/7330] lr: 1.000e-04, eta: 1 day, 9:50:54, time: 1.447, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0262, loss_semantic_seg: 0.1725, s0.loss_cls: 0.1562, s0.acc: 94.3882, s0.loss_bbox: 0.0885, s0.loss_mask: 0.1885, s1.loss_cls: 0.0726, s1.acc: 94.8447, s1.loss_bbox: 0.0981, s1.loss_mask: 0.0892, s2.loss_cls: 0.0366, s2.acc: 94.6440, s2.loss_bbox: 0.0636, s2.loss_mask: 0.0423, loss: 1.0540 2022-06-08 02:28:43,812 - mmdet - INFO - Epoch [25][5600/7330] lr: 1.000e-04, eta: 1 day, 9:49:39, time: 1.438, data_time: 0.020, memory: 64799, loss_rpn_cls: 0.0192, loss_rpn_bbox: 0.0255, loss_semantic_seg: 0.1638, s0.loss_cls: 0.1486, s0.acc: 94.5623, s0.loss_bbox: 0.0820, s0.loss_mask: 0.1819, s1.loss_cls: 0.0692, s1.acc: 94.9935, s1.loss_bbox: 0.0931, s1.loss_mask: 0.0857, s2.loss_cls: 0.0357, s2.acc: 94.7630, s2.loss_bbox: 0.0628, s2.loss_mask: 0.0405, loss: 1.0081 2022-06-08 02:29:56,151 - mmdet - INFO - Epoch [25][5650/7330] lr: 1.000e-04, eta: 1 day, 9:48:24, time: 1.447, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0255, loss_semantic_seg: 0.1671, s0.loss_cls: 0.1570, s0.acc: 94.1653, s0.loss_bbox: 0.0867, s0.loss_mask: 0.1942, s1.loss_cls: 0.0728, s1.acc: 94.6191, s1.loss_bbox: 0.0975, s1.loss_mask: 0.0917, s2.loss_cls: 0.0372, s2.acc: 94.4492, s2.loss_bbox: 0.0626, s2.loss_mask: 0.0435, loss: 1.0570 2022-06-08 02:31:08,289 - mmdet - INFO - Epoch [25][5700/7330] lr: 1.000e-04, eta: 1 day, 9:47:10, time: 1.443, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0265, loss_semantic_seg: 0.1685, s0.loss_cls: 0.1501, s0.acc: 94.4172, s0.loss_bbox: 0.0865, s0.loss_mask: 0.1896, s1.loss_cls: 0.0687, s1.acc: 94.8793, s1.loss_bbox: 0.0957, s1.loss_mask: 0.0891, s2.loss_cls: 0.0351, s2.acc: 94.7389, s2.loss_bbox: 0.0613, s2.loss_mask: 0.0421, loss: 1.0329 2022-06-08 02:32:20,685 - mmdet - INFO - Epoch [25][5750/7330] lr: 1.000e-04, eta: 1 day, 9:45:55, time: 1.447, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0242, loss_semantic_seg: 0.1664, s0.loss_cls: 0.1507, s0.acc: 94.4685, s0.loss_bbox: 0.0867, s0.loss_mask: 0.1918, s1.loss_cls: 0.0694, s1.acc: 94.9766, s1.loss_bbox: 0.0982, s1.loss_mask: 0.0904, s2.loss_cls: 0.0357, s2.acc: 94.7000, s2.loss_bbox: 0.0626, s2.loss_mask: 0.0428, loss: 1.0402 2022-06-08 02:33:32,703 - mmdet - INFO - Epoch [25][5800/7330] lr: 1.000e-04, eta: 1 day, 9:44:40, time: 1.441, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0241, loss_semantic_seg: 0.1637, s0.loss_cls: 0.1462, s0.acc: 94.6821, s0.loss_bbox: 0.0832, s0.loss_mask: 0.1886, s1.loss_cls: 0.0666, s1.acc: 95.2215, s1.loss_bbox: 0.0948, s1.loss_mask: 0.0889, s2.loss_cls: 0.0340, s2.acc: 95.0356, s2.loss_bbox: 0.0617, s2.loss_mask: 0.0420, loss: 1.0138 2022-06-08 02:34:45,886 - mmdet - INFO - Epoch [25][5850/7330] lr: 1.000e-04, eta: 1 day, 9:43:26, time: 1.463, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0279, loss_semantic_seg: 0.1617, s0.loss_cls: 0.1462, s0.acc: 94.5383, s0.loss_bbox: 0.0880, s0.loss_mask: 0.1928, s1.loss_cls: 0.0670, s1.acc: 95.0613, s1.loss_bbox: 0.0983, s1.loss_mask: 0.0913, s2.loss_cls: 0.0342, s2.acc: 94.8091, s2.loss_bbox: 0.0646, s2.loss_mask: 0.0430, loss: 1.0369 2022-06-08 02:35:58,137 - mmdet - INFO - Epoch [25][5900/7330] lr: 1.000e-04, eta: 1 day, 9:42:11, time: 1.446, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0278, loss_semantic_seg: 0.1715, s0.loss_cls: 0.1523, s0.acc: 94.3787, s0.loss_bbox: 0.0900, s0.loss_mask: 0.1915, s1.loss_cls: 0.0692, s1.acc: 94.9203, s1.loss_bbox: 0.0991, s1.loss_mask: 0.0900, s2.loss_cls: 0.0354, s2.acc: 94.6582, s2.loss_bbox: 0.0642, s2.loss_mask: 0.0423, loss: 1.0560 2022-06-08 02:37:11,608 - mmdet - INFO - Epoch [25][5950/7330] lr: 1.000e-04, eta: 1 day, 9:40:57, time: 1.469, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0255, loss_semantic_seg: 0.1702, s0.loss_cls: 0.1445, s0.acc: 94.5549, s0.loss_bbox: 0.0862, s0.loss_mask: 0.1940, s1.loss_cls: 0.0670, s1.acc: 94.9842, s1.loss_bbox: 0.0971, s1.loss_mask: 0.0920, s2.loss_cls: 0.0339, s2.acc: 94.8558, s2.loss_bbox: 0.0642, s2.loss_mask: 0.0436, loss: 1.0382 2022-06-08 02:38:24,990 - mmdet - INFO - Epoch [25][6000/7330] lr: 1.000e-04, eta: 1 day, 9:39:43, time: 1.467, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0258, loss_semantic_seg: 0.1706, s0.loss_cls: 0.1522, s0.acc: 94.5823, s0.loss_bbox: 0.0838, s0.loss_mask: 0.1853, s1.loss_cls: 0.0702, s1.acc: 94.9875, s1.loss_bbox: 0.0950, s1.loss_mask: 0.0876, s2.loss_cls: 0.0359, s2.acc: 94.7651, s2.loss_bbox: 0.0636, s2.loss_mask: 0.0418, loss: 1.0330 2022-06-08 02:39:37,815 - mmdet - INFO - Epoch [25][6050/7330] lr: 1.000e-04, eta: 1 day, 9:38:28, time: 1.457, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0266, loss_semantic_seg: 0.1743, s0.loss_cls: 0.1521, s0.acc: 94.4651, s0.loss_bbox: 0.0843, s0.loss_mask: 0.1899, s1.loss_cls: 0.0697, s1.acc: 94.9657, s1.loss_bbox: 0.0949, s1.loss_mask: 0.0895, s2.loss_cls: 0.0355, s2.acc: 94.7298, s2.loss_bbox: 0.0620, s2.loss_mask: 0.0426, loss: 1.0408 2022-06-08 02:40:49,365 - mmdet - INFO - Epoch [25][6100/7330] lr: 1.000e-04, eta: 1 day, 9:37:13, time: 1.429, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0264, loss_semantic_seg: 0.1682, s0.loss_cls: 0.1546, s0.acc: 94.3921, s0.loss_bbox: 0.0857, s0.loss_mask: 0.1905, s1.loss_cls: 0.0711, s1.acc: 94.8130, s1.loss_bbox: 0.0967, s1.loss_mask: 0.0900, s2.loss_cls: 0.0366, s2.acc: 94.5991, s2.loss_bbox: 0.0622, s2.loss_mask: 0.0425, loss: 1.0449 2022-06-08 02:42:01,618 - mmdet - INFO - Epoch [25][6150/7330] lr: 1.000e-04, eta: 1 day, 9:35:59, time: 1.447, data_time: 0.021, memory: 64799, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0242, loss_semantic_seg: 0.1660, s0.loss_cls: 0.1401, s0.acc: 94.7661, s0.loss_bbox: 0.0833, s0.loss_mask: 0.1827, s1.loss_cls: 0.0647, s1.acc: 95.1430, s1.loss_bbox: 0.0927, s1.loss_mask: 0.0869, s2.loss_cls: 0.0336, s2.acc: 94.9737, s2.loss_bbox: 0.0604, s2.loss_mask: 0.0411, loss: 0.9952 2022-06-08 02:43:14,199 - mmdet - INFO - Epoch [25][6200/7330] lr: 1.000e-04, eta: 1 day, 9:34:44, time: 1.451, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0256, loss_semantic_seg: 0.1587, s0.loss_cls: 0.1463, s0.acc: 94.5645, s0.loss_bbox: 0.0823, s0.loss_mask: 0.1832, s1.loss_cls: 0.0670, s1.acc: 95.0204, s1.loss_bbox: 0.0916, s1.loss_mask: 0.0862, s2.loss_cls: 0.0339, s2.acc: 94.9561, s2.loss_bbox: 0.0604, s2.loss_mask: 0.0409, loss: 0.9961 2022-06-08 02:44:27,080 - mmdet - INFO - Epoch [25][6250/7330] lr: 1.000e-04, eta: 1 day, 9:33:30, time: 1.458, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0193, loss_rpn_bbox: 0.0264, loss_semantic_seg: 0.1635, s0.loss_cls: 0.1495, s0.acc: 94.4612, s0.loss_bbox: 0.0855, s0.loss_mask: 0.1900, s1.loss_cls: 0.0690, s1.acc: 94.9211, s1.loss_bbox: 0.0962, s1.loss_mask: 0.0903, s2.loss_cls: 0.0355, s2.acc: 94.7183, s2.loss_bbox: 0.0640, s2.loss_mask: 0.0431, loss: 1.0324 2022-06-08 02:45:39,318 - mmdet - INFO - Epoch [25][6300/7330] lr: 1.000e-04, eta: 1 day, 9:32:15, time: 1.443, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0256, loss_semantic_seg: 0.1673, s0.loss_cls: 0.1499, s0.acc: 94.6125, s0.loss_bbox: 0.0831, s0.loss_mask: 0.1858, s1.loss_cls: 0.0689, s1.acc: 94.9339, s1.loss_bbox: 0.0923, s1.loss_mask: 0.0875, s2.loss_cls: 0.0353, s2.acc: 94.8153, s2.loss_bbox: 0.0618, s2.loss_mask: 0.0416, loss: 1.0190 2022-06-08 02:46:52,122 - mmdet - INFO - Epoch [25][6350/7330] lr: 1.000e-04, eta: 1 day, 9:31:01, time: 1.458, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0186, loss_rpn_bbox: 0.0261, loss_semantic_seg: 0.1663, s0.loss_cls: 0.1502, s0.acc: 94.4521, s0.loss_bbox: 0.0867, s0.loss_mask: 0.1904, s1.loss_cls: 0.0689, s1.acc: 94.9543, s1.loss_bbox: 0.0954, s1.loss_mask: 0.0892, s2.loss_cls: 0.0355, s2.acc: 94.7326, s2.loss_bbox: 0.0606, s2.loss_mask: 0.0418, loss: 1.0296 2022-06-08 02:48:03,599 - mmdet - INFO - Epoch [25][6400/7330] lr: 1.000e-04, eta: 1 day, 9:29:46, time: 1.430, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0274, loss_semantic_seg: 0.1659, s0.loss_cls: 0.1494, s0.acc: 94.4275, s0.loss_bbox: 0.0847, s0.loss_mask: 0.1883, s1.loss_cls: 0.0704, s1.acc: 94.8905, s1.loss_bbox: 0.0972, s1.loss_mask: 0.0894, s2.loss_cls: 0.0361, s2.acc: 94.7073, s2.loss_bbox: 0.0644, s2.loss_mask: 0.0423, loss: 1.0368 2022-06-08 02:49:15,859 - mmdet - INFO - Epoch [25][6450/7330] lr: 1.000e-04, eta: 1 day, 9:28:31, time: 1.445, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0276, loss_semantic_seg: 0.1600, s0.loss_cls: 0.1554, s0.acc: 94.2402, s0.loss_bbox: 0.0867, s0.loss_mask: 0.1895, s1.loss_cls: 0.0723, s1.acc: 94.6450, s1.loss_bbox: 0.0972, s1.loss_mask: 0.0890, s2.loss_cls: 0.0367, s2.acc: 94.5165, s2.loss_bbox: 0.0635, s2.loss_mask: 0.0419, loss: 1.0396 2022-06-08 02:50:29,330 - mmdet - INFO - Epoch [25][6500/7330] lr: 1.000e-04, eta: 1 day, 9:27:17, time: 1.469, data_time: 0.020, memory: 64799, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0275, loss_semantic_seg: 0.1657, s0.loss_cls: 0.1512, s0.acc: 94.3794, s0.loss_bbox: 0.0842, s0.loss_mask: 0.1851, s1.loss_cls: 0.0691, s1.acc: 94.8565, s1.loss_bbox: 0.0941, s1.loss_mask: 0.0873, s2.loss_cls: 0.0352, s2.acc: 94.7208, s2.loss_bbox: 0.0617, s2.loss_mask: 0.0414, loss: 1.0228 2022-06-08 02:51:41,891 - mmdet - INFO - Epoch [25][6550/7330] lr: 1.000e-04, eta: 1 day, 9:26:02, time: 1.451, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0253, loss_semantic_seg: 0.1599, s0.loss_cls: 0.1451, s0.acc: 94.6887, s0.loss_bbox: 0.0841, s0.loss_mask: 0.1904, s1.loss_cls: 0.0671, s1.acc: 95.0642, s1.loss_bbox: 0.0938, s1.loss_mask: 0.0898, s2.loss_cls: 0.0340, s2.acc: 94.9708, s2.loss_bbox: 0.0611, s2.loss_mask: 0.0425, loss: 1.0129 2022-06-08 02:52:54,335 - mmdet - INFO - Epoch [25][6600/7330] lr: 1.000e-04, eta: 1 day, 9:24:48, time: 1.449, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0175, loss_rpn_bbox: 0.0236, loss_semantic_seg: 0.1651, s0.loss_cls: 0.1436, s0.acc: 94.7468, s0.loss_bbox: 0.0817, s0.loss_mask: 0.1839, s1.loss_cls: 0.0655, s1.acc: 95.2238, s1.loss_bbox: 0.0883, s1.loss_mask: 0.0869, s2.loss_cls: 0.0341, s2.acc: 94.9514, s2.loss_bbox: 0.0590, s2.loss_mask: 0.0412, loss: 0.9904 2022-06-08 02:54:05,742 - mmdet - INFO - Epoch [25][6650/7330] lr: 1.000e-04, eta: 1 day, 9:23:33, time: 1.428, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0193, loss_rpn_bbox: 0.0252, loss_semantic_seg: 0.1663, s0.loss_cls: 0.1479, s0.acc: 94.4858, s0.loss_bbox: 0.0874, s0.loss_mask: 0.1849, s1.loss_cls: 0.0688, s1.acc: 94.9303, s1.loss_bbox: 0.0980, s1.loss_mask: 0.0873, s2.loss_cls: 0.0351, s2.acc: 94.7366, s2.loss_bbox: 0.0625, s2.loss_mask: 0.0412, loss: 1.0240 2022-06-08 02:55:18,126 - mmdet - INFO - Epoch [25][6700/7330] lr: 1.000e-04, eta: 1 day, 9:22:18, time: 1.448, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0189, loss_rpn_bbox: 0.0248, loss_semantic_seg: 0.1665, s0.loss_cls: 0.1608, s0.acc: 94.2207, s0.loss_bbox: 0.0876, s0.loss_mask: 0.1935, s1.loss_cls: 0.0736, s1.acc: 94.7630, s1.loss_bbox: 0.0990, s1.loss_mask: 0.0908, s2.loss_cls: 0.0373, s2.acc: 94.7119, s2.loss_bbox: 0.0650, s2.loss_mask: 0.0432, loss: 1.0610 2022-06-08 02:56:31,304 - mmdet - INFO - Epoch [25][6750/7330] lr: 1.000e-04, eta: 1 day, 9:21:04, time: 1.464, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0256, loss_semantic_seg: 0.1670, s0.loss_cls: 0.1523, s0.acc: 94.4365, s0.loss_bbox: 0.0861, s0.loss_mask: 0.1840, s1.loss_cls: 0.0692, s1.acc: 94.9635, s1.loss_bbox: 0.0960, s1.loss_mask: 0.0866, s2.loss_cls: 0.0360, s2.acc: 94.6953, s2.loss_bbox: 0.0623, s2.loss_mask: 0.0410, loss: 1.0279 2022-06-08 02:57:44,483 - mmdet - INFO - Epoch [25][6800/7330] lr: 1.000e-04, eta: 1 day, 9:19:50, time: 1.463, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0253, loss_semantic_seg: 0.1649, s0.loss_cls: 0.1597, s0.acc: 94.1199, s0.loss_bbox: 0.0894, s0.loss_mask: 0.1934, s1.loss_cls: 0.0743, s1.acc: 94.5387, s1.loss_bbox: 0.1017, s1.loss_mask: 0.0911, s2.loss_cls: 0.0385, s2.acc: 94.2684, s2.loss_bbox: 0.0666, s2.loss_mask: 0.0428, loss: 1.0683 2022-06-08 02:58:57,103 - mmdet - INFO - Epoch [25][6850/7330] lr: 1.000e-04, eta: 1 day, 9:18:35, time: 1.453, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0254, loss_semantic_seg: 0.1664, s0.loss_cls: 0.1523, s0.acc: 94.3977, s0.loss_bbox: 0.0895, s0.loss_mask: 0.1933, s1.loss_cls: 0.0695, s1.acc: 94.8560, s1.loss_bbox: 0.1001, s1.loss_mask: 0.0904, s2.loss_cls: 0.0354, s2.acc: 94.6229, s2.loss_bbox: 0.0648, s2.loss_mask: 0.0428, loss: 1.0498 2022-06-08 03:00:09,128 - mmdet - INFO - Epoch [25][6900/7330] lr: 1.000e-04, eta: 1 day, 9:17:20, time: 1.441, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0237, loss_semantic_seg: 0.1646, s0.loss_cls: 0.1488, s0.acc: 94.5171, s0.loss_bbox: 0.0838, s0.loss_mask: 0.1890, s1.loss_cls: 0.0692, s1.acc: 94.8929, s1.loss_bbox: 0.0945, s1.loss_mask: 0.0893, s2.loss_cls: 0.0351, s2.acc: 94.8356, s2.loss_bbox: 0.0633, s2.loss_mask: 0.0422, loss: 1.0232 2022-06-08 03:01:22,014 - mmdet - INFO - Epoch [25][6950/7330] lr: 1.000e-04, eta: 1 day, 9:16:06, time: 1.458, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0188, loss_rpn_bbox: 0.0255, loss_semantic_seg: 0.1657, s0.loss_cls: 0.1401, s0.acc: 94.9426, s0.loss_bbox: 0.0796, s0.loss_mask: 0.1822, s1.loss_cls: 0.0645, s1.acc: 95.3491, s1.loss_bbox: 0.0905, s1.loss_mask: 0.0857, s2.loss_cls: 0.0333, s2.acc: 95.0672, s2.loss_bbox: 0.0598, s2.loss_mask: 0.0407, loss: 0.9863 2022-06-08 03:02:34,529 - mmdet - INFO - Epoch [25][7000/7330] lr: 1.000e-04, eta: 1 day, 9:14:52, time: 1.450, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0246, loss_semantic_seg: 0.1706, s0.loss_cls: 0.1429, s0.acc: 94.6807, s0.loss_bbox: 0.0850, s0.loss_mask: 0.1821, s1.loss_cls: 0.0656, s1.acc: 95.0801, s1.loss_bbox: 0.0934, s1.loss_mask: 0.0852, s2.loss_cls: 0.0338, s2.acc: 94.9313, s2.loss_bbox: 0.0611, s2.loss_mask: 0.0403, loss: 1.0060 2022-06-08 03:03:47,302 - mmdet - INFO - Epoch [25][7050/7330] lr: 1.000e-04, eta: 1 day, 9:13:37, time: 1.455, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0249, loss_semantic_seg: 0.1614, s0.loss_cls: 0.1474, s0.acc: 94.5835, s0.loss_bbox: 0.0832, s0.loss_mask: 0.1908, s1.loss_cls: 0.0674, s1.acc: 95.0482, s1.loss_bbox: 0.0953, s1.loss_mask: 0.0907, s2.loss_cls: 0.0348, s2.acc: 94.8485, s2.loss_bbox: 0.0626, s2.loss_mask: 0.0432, loss: 1.0217 2022-06-08 03:04:59,689 - mmdet - INFO - Epoch [25][7100/7330] lr: 1.000e-04, eta: 1 day, 9:12:22, time: 1.448, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0255, loss_semantic_seg: 0.1695, s0.loss_cls: 0.1520, s0.acc: 94.3906, s0.loss_bbox: 0.0850, s0.loss_mask: 0.1891, s1.loss_cls: 0.0698, s1.acc: 94.9084, s1.loss_bbox: 0.0962, s1.loss_mask: 0.0885, s2.loss_cls: 0.0355, s2.acc: 94.7591, s2.loss_bbox: 0.0628, s2.loss_mask: 0.0417, loss: 1.0374 2022-06-08 03:06:12,296 - mmdet - INFO - Epoch [25][7150/7330] lr: 1.000e-04, eta: 1 day, 9:11:08, time: 1.452, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0185, loss_rpn_bbox: 0.0256, loss_semantic_seg: 0.1681, s0.loss_cls: 0.1453, s0.acc: 94.6721, s0.loss_bbox: 0.0814, s0.loss_mask: 0.1864, s1.loss_cls: 0.0677, s1.acc: 95.0160, s1.loss_bbox: 0.0925, s1.loss_mask: 0.0880, s2.loss_cls: 0.0345, s2.acc: 94.6934, s2.loss_bbox: 0.0613, s2.loss_mask: 0.0417, loss: 1.0109 2022-06-08 03:07:25,303 - mmdet - INFO - Epoch [25][7200/7330] lr: 1.000e-04, eta: 1 day, 9:09:54, time: 1.460, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0185, loss_rpn_bbox: 0.0255, loss_semantic_seg: 0.1718, s0.loss_cls: 0.1533, s0.acc: 94.4312, s0.loss_bbox: 0.0844, s0.loss_mask: 0.1897, s1.loss_cls: 0.0713, s1.acc: 94.8081, s1.loss_bbox: 0.0962, s1.loss_mask: 0.0895, s2.loss_cls: 0.0363, s2.acc: 94.5755, s2.loss_bbox: 0.0634, s2.loss_mask: 0.0423, loss: 1.0424 2022-06-08 03:08:38,218 - mmdet - INFO - Epoch [25][7250/7330] lr: 1.000e-04, eta: 1 day, 9:08:39, time: 1.458, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0185, loss_rpn_bbox: 0.0246, loss_semantic_seg: 0.1753, s0.loss_cls: 0.1456, s0.acc: 94.5708, s0.loss_bbox: 0.0853, s0.loss_mask: 0.1895, s1.loss_cls: 0.0654, s1.acc: 95.1488, s1.loss_bbox: 0.0977, s1.loss_mask: 0.0899, s2.loss_cls: 0.0345, s2.acc: 94.8591, s2.loss_bbox: 0.0636, s2.loss_mask: 0.0422, loss: 1.0322 2022-06-08 03:09:51,240 - mmdet - INFO - Epoch [25][7300/7330] lr: 1.000e-04, eta: 1 day, 9:07:25, time: 1.461, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0263, loss_semantic_seg: 0.1688, s0.loss_cls: 0.1611, s0.acc: 94.0823, s0.loss_bbox: 0.0871, s0.loss_mask: 0.1880, s1.loss_cls: 0.0741, s1.acc: 94.5287, s1.loss_bbox: 0.0961, s1.loss_mask: 0.0888, s2.loss_cls: 0.0376, s2.acc: 94.4230, s2.loss_bbox: 0.0627, s2.loss_mask: 0.0420, loss: 1.0523 2022-06-08 03:10:55,114 - mmdet - INFO - Saving checkpoint at 25 epochs 2022-06-08 03:15:05,493 - mmdet - INFO - Evaluating bbox... 2022-06-08 03:15:51,724 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.559 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.749 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.617 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.416 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.599 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.686 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.725 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.725 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.725 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.588 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.765 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.849 2022-06-08 03:15:51,725 - mmdet - INFO - Evaluating segm... 2022-06-08 03:16:46,977 - 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 ] = 0.728 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.530 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.306 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.521 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.665 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 ] = 0.479 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.668 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.773 2022-06-08 03:16:48,044 - mmdet - INFO - Exp name: htc++_beit_adapter_v2_large_fpn_3x_coco.py 2022-06-08 03:16:48,045 - mmdet - INFO - Epoch(val) [25][313] bbox_mAP: 0.5590, bbox_mAP_50: 0.7490, bbox_mAP_75: 0.6170, bbox_mAP_s: 0.4160, bbox_mAP_m: 0.5990, bbox_mAP_l: 0.6860, bbox_mAP_copypaste: 0.559 0.749 0.617 0.416 0.599 0.686, segm_mAP: 0.4870, segm_mAP_50: 0.7280, segm_mAP_75: 0.5300, segm_mAP_s: 0.3060, segm_mAP_m: 0.5210, segm_mAP_l: 0.6650, segm_mAP_copypaste: 0.487 0.728 0.530 0.306 0.521 0.665 2022-06-08 03:22:10,404 - mmdet - INFO - Epoch [26][50/7330] lr: 1.000e-04, eta: 1 day, 9:06:56, time: 6.445, data_time: 4.978, memory: 64799, loss_rpn_cls: 0.0168, loss_rpn_bbox: 0.0250, loss_semantic_seg: 0.1570, s0.loss_cls: 0.1401, s0.acc: 94.8318, s0.loss_bbox: 0.0812, s0.loss_mask: 0.1820, s1.loss_cls: 0.0638, s1.acc: 95.3177, s1.loss_bbox: 0.0912, s1.loss_mask: 0.0857, s2.loss_cls: 0.0336, s2.acc: 95.0544, s2.loss_bbox: 0.0601, s2.loss_mask: 0.0406, loss: 0.9770 2022-06-08 03:23:23,732 - mmdet - INFO - Epoch [26][100/7330] lr: 1.000e-04, eta: 1 day, 9:05:42, time: 1.467, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0194, loss_rpn_bbox: 0.0260, loss_semantic_seg: 0.1555, s0.loss_cls: 0.1380, s0.acc: 94.8818, s0.loss_bbox: 0.0813, s0.loss_mask: 0.1865, s1.loss_cls: 0.0621, s1.acc: 95.3849, s1.loss_bbox: 0.0912, s1.loss_mask: 0.0885, s2.loss_cls: 0.0323, s2.acc: 95.1719, s2.loss_bbox: 0.0610, s2.loss_mask: 0.0420, loss: 0.9838 2022-06-08 03:24:36,433 - mmdet - INFO - Epoch [26][150/7330] lr: 1.000e-04, eta: 1 day, 9:04:28, time: 1.454, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0263, loss_semantic_seg: 0.1540, s0.loss_cls: 0.1461, s0.acc: 94.6306, s0.loss_bbox: 0.0811, s0.loss_mask: 0.1830, s1.loss_cls: 0.0673, s1.acc: 95.0636, s1.loss_bbox: 0.0917, s1.loss_mask: 0.0871, s2.loss_cls: 0.0340, s2.acc: 94.9694, s2.loss_bbox: 0.0613, s2.loss_mask: 0.0411, loss: 0.9943 2022-06-08 03:25:49,050 - mmdet - INFO - Epoch [26][200/7330] lr: 1.000e-04, eta: 1 day, 9:03:13, time: 1.452, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0189, loss_rpn_bbox: 0.0233, loss_semantic_seg: 0.1691, s0.loss_cls: 0.1455, s0.acc: 94.6692, s0.loss_bbox: 0.0824, s0.loss_mask: 0.1893, s1.loss_cls: 0.0661, s1.acc: 95.1945, s1.loss_bbox: 0.0946, s1.loss_mask: 0.0900, s2.loss_cls: 0.0342, s2.acc: 94.8918, s2.loss_bbox: 0.0625, s2.loss_mask: 0.0426, loss: 1.0185 2022-06-08 03:27:01,348 - mmdet - INFO - Epoch [26][250/7330] lr: 1.000e-04, eta: 1 day, 9:01:58, time: 1.446, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0260, loss_semantic_seg: 0.1713, s0.loss_cls: 0.1579, s0.acc: 94.2815, s0.loss_bbox: 0.0894, s0.loss_mask: 0.1919, s1.loss_cls: 0.0711, s1.acc: 94.9226, s1.loss_bbox: 0.1008, s1.loss_mask: 0.0898, s2.loss_cls: 0.0358, s2.acc: 94.6880, s2.loss_bbox: 0.0660, s2.loss_mask: 0.0424, loss: 1.0631 2022-06-08 03:28:13,782 - mmdet - INFO - Epoch [26][300/7330] lr: 1.000e-04, eta: 1 day, 9:00:44, time: 1.449, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0192, loss_rpn_bbox: 0.0242, loss_semantic_seg: 0.1541, s0.loss_cls: 0.1402, s0.acc: 94.7986, s0.loss_bbox: 0.0794, s0.loss_mask: 0.1893, s1.loss_cls: 0.0655, s1.acc: 95.1685, s1.loss_bbox: 0.0900, s1.loss_mask: 0.0894, s2.loss_cls: 0.0328, s2.acc: 95.1343, s2.loss_bbox: 0.0595, s2.loss_mask: 0.0423, loss: 0.9857 2022-06-08 03:29:26,832 - mmdet - INFO - Epoch [26][350/7330] lr: 1.000e-04, eta: 1 day, 8:59:29, time: 1.461, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0176, loss_rpn_bbox: 0.0254, loss_semantic_seg: 0.1552, s0.loss_cls: 0.1419, s0.acc: 94.6726, s0.loss_bbox: 0.0831, s0.loss_mask: 0.1844, s1.loss_cls: 0.0648, s1.acc: 95.1712, s1.loss_bbox: 0.0946, s1.loss_mask: 0.0873, s2.loss_cls: 0.0332, s2.acc: 94.9286, s2.loss_bbox: 0.0622, s2.loss_mask: 0.0413, loss: 0.9909 2022-06-08 03:30:40,157 - mmdet - INFO - Epoch [26][400/7330] lr: 1.000e-04, eta: 1 day, 8:58:15, time: 1.466, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0182, loss_rpn_bbox: 0.0250, loss_semantic_seg: 0.1569, s0.loss_cls: 0.1475, s0.acc: 94.5344, s0.loss_bbox: 0.0852, s0.loss_mask: 0.1859, s1.loss_cls: 0.0683, s1.acc: 95.0550, s1.loss_bbox: 0.0959, s1.loss_mask: 0.0871, s2.loss_cls: 0.0351, s2.acc: 94.8081, s2.loss_bbox: 0.0633, s2.loss_mask: 0.0412, loss: 1.0097 2022-06-08 03:31:52,696 - mmdet - INFO - Epoch [26][450/7330] lr: 1.000e-04, eta: 1 day, 8:57:00, time: 1.451, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0250, loss_semantic_seg: 0.1572, s0.loss_cls: 0.1444, s0.acc: 94.6509, s0.loss_bbox: 0.0839, s0.loss_mask: 0.1852, s1.loss_cls: 0.0671, s1.acc: 95.0472, s1.loss_bbox: 0.0937, s1.loss_mask: 0.0876, s2.loss_cls: 0.0343, s2.acc: 94.9365, s2.loss_bbox: 0.0619, s2.loss_mask: 0.0413, loss: 1.0020 2022-06-08 03:33:05,762 - mmdet - INFO - Epoch [26][500/7330] lr: 1.000e-04, eta: 1 day, 8:55:46, time: 1.461, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0182, loss_rpn_bbox: 0.0249, loss_semantic_seg: 0.1640, s0.loss_cls: 0.1440, s0.acc: 94.6875, s0.loss_bbox: 0.0838, s0.loss_mask: 0.1892, s1.loss_cls: 0.0658, s1.acc: 95.1366, s1.loss_bbox: 0.0933, s1.loss_mask: 0.0897, s2.loss_cls: 0.0336, s2.acc: 94.9356, s2.loss_bbox: 0.0611, s2.loss_mask: 0.0422, loss: 1.0099 2022-06-08 03:34:19,103 - mmdet - INFO - Epoch [26][550/7330] lr: 1.000e-04, eta: 1 day, 8:54:32, time: 1.467, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0186, loss_rpn_bbox: 0.0253, loss_semantic_seg: 0.1629, s0.loss_cls: 0.1451, s0.acc: 94.6399, s0.loss_bbox: 0.0835, s0.loss_mask: 0.1889, s1.loss_cls: 0.0663, s1.acc: 95.1480, s1.loss_bbox: 0.0966, s1.loss_mask: 0.0893, s2.loss_cls: 0.0341, s2.acc: 94.9443, s2.loss_bbox: 0.0631, s2.loss_mask: 0.0420, loss: 1.0155 2022-06-08 03:35:32,738 - mmdet - INFO - Epoch [26][600/7330] lr: 1.000e-04, eta: 1 day, 8:53:18, time: 1.473, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0258, loss_semantic_seg: 0.1615, s0.loss_cls: 0.1536, s0.acc: 94.3740, s0.loss_bbox: 0.0865, s0.loss_mask: 0.1877, s1.loss_cls: 0.0705, s1.acc: 94.8698, s1.loss_bbox: 0.0989, s1.loss_mask: 0.0885, s2.loss_cls: 0.0356, s2.acc: 94.7315, s2.loss_bbox: 0.0652, s2.loss_mask: 0.0417, loss: 1.0358 2022-06-08 03:36:46,850 - mmdet - INFO - Epoch [26][650/7330] lr: 1.000e-04, eta: 1 day, 8:52:04, time: 1.482, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0182, loss_rpn_bbox: 0.0254, loss_semantic_seg: 0.1676, s0.loss_cls: 0.1539, s0.acc: 94.3877, s0.loss_bbox: 0.0880, s0.loss_mask: 0.1945, s1.loss_cls: 0.0704, s1.acc: 94.8992, s1.loss_bbox: 0.0994, s1.loss_mask: 0.0920, s2.loss_cls: 0.0361, s2.acc: 94.7270, s2.loss_bbox: 0.0647, s2.loss_mask: 0.0433, loss: 1.0535 2022-06-08 03:37:59,260 - mmdet - INFO - Epoch [26][700/7330] lr: 1.000e-04, eta: 1 day, 8:50:49, time: 1.446, data_time: 0.012, memory: 64799, loss_rpn_cls: 0.0184, loss_rpn_bbox: 0.0246, loss_semantic_seg: 0.1694, s0.loss_cls: 0.1539, s0.acc: 94.4028, s0.loss_bbox: 0.0879, s0.loss_mask: 0.1909, s1.loss_cls: 0.0719, s1.acc: 94.7766, s1.loss_bbox: 0.0978, s1.loss_mask: 0.0897, s2.loss_cls: 0.0365, s2.acc: 94.5691, s2.loss_bbox: 0.0642, s2.loss_mask: 0.0426, loss: 1.0476 2022-06-08 03:39:12,174 - mmdet - INFO - Exp name: htc++_beit_adapter_v2_large_fpn_3x_coco.py 2022-06-08 03:39:12,176 - mmdet - INFO - Epoch [26][750/7330] lr: 1.000e-04, eta: 1 day, 8:49:35, time: 1.460, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0186, loss_rpn_bbox: 0.0251, loss_semantic_seg: 0.1717, s0.loss_cls: 0.1516, s0.acc: 94.5845, s0.loss_bbox: 0.0798, s0.loss_mask: 0.1868, s1.loss_cls: 0.0713, s1.acc: 94.9569, s1.loss_bbox: 0.0922, s1.loss_mask: 0.0884, s2.loss_cls: 0.0366, s2.acc: 94.7400, s2.loss_bbox: 0.0604, s2.loss_mask: 0.0419, loss: 1.0242 2022-06-08 03:40:25,373 - mmdet - INFO - Epoch [26][800/7330] lr: 1.000e-04, eta: 1 day, 8:48:20, time: 1.464, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0166, loss_rpn_bbox: 0.0248, loss_semantic_seg: 0.1581, s0.loss_cls: 0.1483, s0.acc: 94.6287, s0.loss_bbox: 0.0813, s0.loss_mask: 0.1838, s1.loss_cls: 0.0678, s1.acc: 95.1758, s1.loss_bbox: 0.0925, s1.loss_mask: 0.0874, s2.loss_cls: 0.0342, s2.acc: 95.0737, s2.loss_bbox: 0.0627, s2.loss_mask: 0.0414, loss: 0.9989 2022-06-08 03:41:39,245 - mmdet - INFO - Epoch [26][850/7330] lr: 1.000e-04, eta: 1 day, 8:47:06, time: 1.477, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0175, loss_rpn_bbox: 0.0246, loss_semantic_seg: 0.1587, s0.loss_cls: 0.1454, s0.acc: 94.6770, s0.loss_bbox: 0.0812, s0.loss_mask: 0.1788, s1.loss_cls: 0.0676, s1.acc: 95.0712, s1.loss_bbox: 0.0933, s1.loss_mask: 0.0849, s2.loss_cls: 0.0344, s2.acc: 94.8761, s2.loss_bbox: 0.0630, s2.loss_mask: 0.0402, loss: 0.9896 2022-06-08 03:42:52,815 - mmdet - INFO - Epoch [26][900/7330] lr: 1.000e-04, eta: 1 day, 8:45:52, time: 1.472, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0184, loss_rpn_bbox: 0.0247, loss_semantic_seg: 0.1596, s0.loss_cls: 0.1579, s0.acc: 94.2898, s0.loss_bbox: 0.0862, s0.loss_mask: 0.1850, s1.loss_cls: 0.0739, s1.acc: 94.7209, s1.loss_bbox: 0.0983, s1.loss_mask: 0.0871, s2.loss_cls: 0.0374, s2.acc: 94.5272, s2.loss_bbox: 0.0642, s2.loss_mask: 0.0408, loss: 1.0333 2022-06-08 03:44:06,285 - mmdet - INFO - Epoch [26][950/7330] lr: 1.000e-04, eta: 1 day, 8:44:38, time: 1.469, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0269, loss_semantic_seg: 0.1569, s0.loss_cls: 0.1485, s0.acc: 94.5293, s0.loss_bbox: 0.0860, s0.loss_mask: 0.1868, s1.loss_cls: 0.0660, s1.acc: 95.1311, s1.loss_bbox: 0.0994, s1.loss_mask: 0.0882, s2.loss_cls: 0.0340, s2.acc: 94.9345, s2.loss_bbox: 0.0658, s2.loss_mask: 0.0420, loss: 1.0214 2022-06-08 03:45:21,007 - mmdet - INFO - Epoch [26][1000/7330] lr: 1.000e-04, eta: 1 day, 8:43:24, time: 1.494, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0190, loss_rpn_bbox: 0.0255, loss_semantic_seg: 0.1659, s0.loss_cls: 0.1568, s0.acc: 94.2791, s0.loss_bbox: 0.0875, s0.loss_mask: 0.1838, s1.loss_cls: 0.0719, s1.acc: 94.8704, s1.loss_bbox: 0.0994, s1.loss_mask: 0.0863, s2.loss_cls: 0.0365, s2.acc: 94.7345, s2.loss_bbox: 0.0650, s2.loss_mask: 0.0408, loss: 1.0385 2022-06-08 03:46:34,666 - mmdet - INFO - Epoch [26][1050/7330] lr: 1.000e-04, eta: 1 day, 8:42:10, time: 1.473, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0171, loss_rpn_bbox: 0.0240, loss_semantic_seg: 0.1583, s0.loss_cls: 0.1503, s0.acc: 94.3411, s0.loss_bbox: 0.0857, s0.loss_mask: 0.1821, s1.loss_cls: 0.0684, s1.acc: 94.9379, s1.loss_bbox: 0.0978, s1.loss_mask: 0.0864, s2.loss_cls: 0.0356, s2.acc: 94.6455, s2.loss_bbox: 0.0644, s2.loss_mask: 0.0405, loss: 1.0106 2022-06-08 03:47:48,497 - mmdet - INFO - Epoch [26][1100/7330] lr: 1.000e-04, eta: 1 day, 8:40:56, time: 1.477, data_time: 0.012, memory: 64799, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0252, loss_semantic_seg: 0.1588, s0.loss_cls: 0.1608, s0.acc: 94.1367, s0.loss_bbox: 0.0905, s0.loss_mask: 0.1928, s1.loss_cls: 0.0732, s1.acc: 94.5847, s1.loss_bbox: 0.1016, s1.loss_mask: 0.0904, s2.loss_cls: 0.0368, s2.acc: 94.5092, s2.loss_bbox: 0.0685, s2.loss_mask: 0.0429, loss: 1.0635 2022-06-08 03:49:02,904 - mmdet - INFO - Epoch [26][1150/7330] lr: 1.000e-04, eta: 1 day, 8:39:43, time: 1.487, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0177, loss_rpn_bbox: 0.0250, loss_semantic_seg: 0.1632, s0.loss_cls: 0.1469, s0.acc: 94.5261, s0.loss_bbox: 0.0830, s0.loss_mask: 0.1822, s1.loss_cls: 0.0665, s1.acc: 95.0915, s1.loss_bbox: 0.0938, s1.loss_mask: 0.0862, s2.loss_cls: 0.0341, s2.acc: 95.0026, s2.loss_bbox: 0.0627, s2.loss_mask: 0.0412, loss: 1.0026 2022-06-08 03:50:16,882 - mmdet - INFO - Epoch [26][1200/7330] lr: 1.000e-04, eta: 1 day, 8:38:29, time: 1.480, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0172, loss_rpn_bbox: 0.0253, loss_semantic_seg: 0.1596, s0.loss_cls: 0.1487, s0.acc: 94.5273, s0.loss_bbox: 0.0840, s0.loss_mask: 0.1809, s1.loss_cls: 0.0687, s1.acc: 94.9855, s1.loss_bbox: 0.0929, s1.loss_mask: 0.0846, s2.loss_cls: 0.0351, s2.acc: 94.7473, s2.loss_bbox: 0.0611, s2.loss_mask: 0.0399, loss: 0.9979 2022-06-08 03:51:30,396 - mmdet - INFO - Epoch [26][1250/7330] lr: 1.000e-04, eta: 1 day, 8:37:14, time: 1.468, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0184, loss_rpn_bbox: 0.0262, loss_semantic_seg: 0.1689, s0.loss_cls: 0.1448, s0.acc: 94.5977, s0.loss_bbox: 0.0832, s0.loss_mask: 0.1843, s1.loss_cls: 0.0679, s1.acc: 94.9801, s1.loss_bbox: 0.0947, s1.loss_mask: 0.0867, s2.loss_cls: 0.0348, s2.acc: 94.7885, s2.loss_bbox: 0.0620, s2.loss_mask: 0.0408, loss: 1.0128 2022-06-08 03:52:42,981 - mmdet - INFO - Epoch [26][1300/7330] lr: 1.000e-04, eta: 1 day, 8:36:00, time: 1.454, data_time: 0.020, memory: 64799, loss_rpn_cls: 0.0178, loss_rpn_bbox: 0.0251, loss_semantic_seg: 0.1589, s0.loss_cls: 0.1451, s0.acc: 94.6655, s0.loss_bbox: 0.0831, s0.loss_mask: 0.1861, s1.loss_cls: 0.0662, s1.acc: 95.2122, s1.loss_bbox: 0.0957, s1.loss_mask: 0.0876, s2.loss_cls: 0.0340, s2.acc: 94.8968, s2.loss_bbox: 0.0633, s2.loss_mask: 0.0415, loss: 1.0045 2022-06-08 03:53:55,385 - mmdet - INFO - Epoch [26][1350/7330] lr: 1.000e-04, eta: 1 day, 8:34:45, time: 1.446, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0185, loss_rpn_bbox: 0.0262, loss_semantic_seg: 0.1618, s0.loss_cls: 0.1510, s0.acc: 94.3879, s0.loss_bbox: 0.0871, s0.loss_mask: 0.1889, s1.loss_cls: 0.0683, s1.acc: 94.9733, s1.loss_bbox: 0.0994, s1.loss_mask: 0.0896, s2.loss_cls: 0.0348, s2.acc: 94.8056, s2.loss_bbox: 0.0649, s2.loss_mask: 0.0426, loss: 1.0332 2022-06-08 03:55:08,567 - mmdet - INFO - Epoch [26][1400/7330] lr: 1.000e-04, eta: 1 day, 8:33:31, time: 1.465, data_time: 0.024, memory: 64799, loss_rpn_cls: 0.0177, loss_rpn_bbox: 0.0259, loss_semantic_seg: 0.1647, s0.loss_cls: 0.1518, s0.acc: 94.3916, s0.loss_bbox: 0.0869, s0.loss_mask: 0.1904, s1.loss_cls: 0.0701, s1.acc: 94.8463, s1.loss_bbox: 0.0973, s1.loss_mask: 0.0899, s2.loss_cls: 0.0363, s2.acc: 94.6527, s2.loss_bbox: 0.0644, s2.loss_mask: 0.0425, loss: 1.0377 2022-06-08 03:56:21,729 - mmdet - INFO - Epoch [26][1450/7330] lr: 1.000e-04, eta: 1 day, 8:32:17, time: 1.463, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0272, loss_semantic_seg: 0.1617, s0.loss_cls: 0.1567, s0.acc: 94.2576, s0.loss_bbox: 0.0892, s0.loss_mask: 0.1906, s1.loss_cls: 0.0719, s1.acc: 94.6190, s1.loss_bbox: 0.1017, s1.loss_mask: 0.0902, s2.loss_cls: 0.0367, s2.acc: 94.4068, s2.loss_bbox: 0.0664, s2.loss_mask: 0.0426, loss: 1.0555 2022-06-08 03:57:35,719 - mmdet - INFO - Epoch [26][1500/7330] lr: 1.000e-04, eta: 1 day, 8:31:03, time: 1.480, data_time: 0.021, memory: 64799, loss_rpn_cls: 0.0193, loss_rpn_bbox: 0.0257, loss_semantic_seg: 0.1670, s0.loss_cls: 0.1461, s0.acc: 94.5159, s0.loss_bbox: 0.0863, s0.loss_mask: 0.1841, s1.loss_cls: 0.0671, s1.acc: 94.9935, s1.loss_bbox: 0.0949, s1.loss_mask: 0.0874, s2.loss_cls: 0.0342, s2.acc: 94.7942, s2.loss_bbox: 0.0611, s2.loss_mask: 0.0413, loss: 1.0145 2022-06-08 03:58:48,903 - mmdet - INFO - Epoch [26][1550/7330] lr: 1.000e-04, eta: 1 day, 8:29:48, time: 1.464, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0174, loss_rpn_bbox: 0.0240, loss_semantic_seg: 0.1537, s0.loss_cls: 0.1476, s0.acc: 94.5850, s0.loss_bbox: 0.0819, s0.loss_mask: 0.1877, s1.loss_cls: 0.0678, s1.acc: 95.1049, s1.loss_bbox: 0.0948, s1.loss_mask: 0.0888, s2.loss_cls: 0.0346, s2.acc: 94.9181, s2.loss_bbox: 0.0638, s2.loss_mask: 0.0419, loss: 1.0042 2022-06-08 04:00:02,292 - mmdet - INFO - Epoch [26][1600/7330] lr: 1.000e-04, eta: 1 day, 8:28:34, time: 1.468, data_time: 0.021, memory: 64799, loss_rpn_cls: 0.0190, loss_rpn_bbox: 0.0273, loss_semantic_seg: 0.1622, s0.loss_cls: 0.1580, s0.acc: 94.1438, s0.loss_bbox: 0.0864, s0.loss_mask: 0.1876, s1.loss_cls: 0.0726, s1.acc: 94.6831, s1.loss_bbox: 0.0992, s1.loss_mask: 0.0888, s2.loss_cls: 0.0369, s2.acc: 94.5719, s2.loss_bbox: 0.0661, s2.loss_mask: 0.0422, loss: 1.0463 2022-06-08 04:01:15,418 - mmdet - INFO - Epoch [26][1650/7330] lr: 1.000e-04, eta: 1 day, 8:27:20, time: 1.463, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0175, loss_rpn_bbox: 0.0250, loss_semantic_seg: 0.1618, s0.loss_cls: 0.1564, s0.acc: 94.3064, s0.loss_bbox: 0.0868, s0.loss_mask: 0.1855, s1.loss_cls: 0.0717, s1.acc: 94.7843, s1.loss_bbox: 0.0989, s1.loss_mask: 0.0872, s2.loss_cls: 0.0363, s2.acc: 94.6595, s2.loss_bbox: 0.0655, s2.loss_mask: 0.0413, loss: 1.0341 2022-06-08 04:02:28,715 - mmdet - INFO - Epoch [26][1700/7330] lr: 1.000e-04, eta: 1 day, 8:26:05, time: 1.466, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0189, loss_rpn_bbox: 0.0252, loss_semantic_seg: 0.1728, s0.loss_cls: 0.1494, s0.acc: 94.3811, s0.loss_bbox: 0.0852, s0.loss_mask: 0.1845, s1.loss_cls: 0.0687, s1.acc: 94.8211, s1.loss_bbox: 0.0984, s1.loss_mask: 0.0867, s2.loss_cls: 0.0352, s2.acc: 94.7501, s2.loss_bbox: 0.0660, s2.loss_mask: 0.0411, loss: 1.0320 2022-06-08 04:03:43,403 - mmdet - INFO - Exp name: htc++_beit_adapter_v2_large_fpn_3x_coco.py 2022-06-08 04:03:43,421 - mmdet - INFO - Epoch [26][1750/7330] lr: 1.000e-04, eta: 1 day, 8:24:52, time: 1.494, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0257, loss_semantic_seg: 0.1618, s0.loss_cls: 0.1473, s0.acc: 94.6477, s0.loss_bbox: 0.0814, s0.loss_mask: 0.1861, s1.loss_cls: 0.0670, s1.acc: 95.2096, s1.loss_bbox: 0.0929, s1.loss_mask: 0.0874, s2.loss_cls: 0.0343, s2.acc: 95.0286, s2.loss_bbox: 0.0622, s2.loss_mask: 0.0413, loss: 1.0076 2022-06-08 04:04:57,533 - mmdet - INFO - Epoch [26][1800/7330] lr: 1.000e-04, eta: 1 day, 8:23:38, time: 1.482, data_time: 0.020, memory: 64799, loss_rpn_cls: 0.0184, loss_rpn_bbox: 0.0250, loss_semantic_seg: 0.1553, s0.loss_cls: 0.1471, s0.acc: 94.7122, s0.loss_bbox: 0.0812, s0.loss_mask: 0.1854, s1.loss_cls: 0.0676, s1.acc: 95.1886, s1.loss_bbox: 0.0932, s1.loss_mask: 0.0886, s2.loss_cls: 0.0347, s2.acc: 95.0797, s2.loss_bbox: 0.0625, s2.loss_mask: 0.0423, loss: 1.0013 2022-06-08 04:06:12,445 - mmdet - INFO - Epoch [26][1850/7330] lr: 1.000e-04, eta: 1 day, 8:22:24, time: 1.498, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0185, loss_rpn_bbox: 0.0247, loss_semantic_seg: 0.1631, s0.loss_cls: 0.1570, s0.acc: 94.3127, s0.loss_bbox: 0.0869, s0.loss_mask: 0.1868, s1.loss_cls: 0.0734, s1.acc: 94.6991, s1.loss_bbox: 0.0955, s1.loss_mask: 0.0874, s2.loss_cls: 0.0374, s2.acc: 94.5788, s2.loss_bbox: 0.0624, s2.loss_mask: 0.0415, loss: 1.0346 2022-06-08 04:07:26,837 - mmdet - INFO - Epoch [26][1900/7330] lr: 1.000e-04, eta: 1 day, 8:21:11, time: 1.488, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0254, loss_semantic_seg: 0.1622, s0.loss_cls: 0.1578, s0.acc: 94.2334, s0.loss_bbox: 0.0895, s0.loss_mask: 0.1875, s1.loss_cls: 0.0721, s1.acc: 94.7740, s1.loss_bbox: 0.0981, s1.loss_mask: 0.0886, s2.loss_cls: 0.0367, s2.acc: 94.4859, s2.loss_bbox: 0.0646, s2.loss_mask: 0.0417, loss: 1.0447 2022-06-08 04:08:41,695 - mmdet - INFO - Epoch [26][1950/7330] lr: 1.000e-04, eta: 1 day, 8:19:57, time: 1.497, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0284, loss_semantic_seg: 0.1625, s0.loss_cls: 0.1537, s0.acc: 94.2927, s0.loss_bbox: 0.0906, s0.loss_mask: 0.1923, s1.loss_cls: 0.0708, s1.acc: 94.7091, s1.loss_bbox: 0.1011, s1.loss_mask: 0.0909, s2.loss_cls: 0.0361, s2.acc: 94.5469, s2.loss_bbox: 0.0648, s2.loss_mask: 0.0435, loss: 1.0549 2022-06-08 04:09:54,927 - mmdet - INFO - Epoch [26][2000/7330] lr: 1.000e-04, eta: 1 day, 8:18:43, time: 1.465, data_time: 0.021, memory: 64799, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0270, loss_semantic_seg: 0.1672, s0.loss_cls: 0.1546, s0.acc: 94.3467, s0.loss_bbox: 0.0878, s0.loss_mask: 0.1894, s1.loss_cls: 0.0706, s1.acc: 94.8260, s1.loss_bbox: 0.1017, s1.loss_mask: 0.0896, s2.loss_cls: 0.0362, s2.acc: 94.7227, s2.loss_bbox: 0.0662, s2.loss_mask: 0.0421, loss: 1.0545 2022-06-08 04:11:08,902 - mmdet - INFO - Epoch [26][2050/7330] lr: 1.000e-04, eta: 1 day, 8:17:29, time: 1.479, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0275, loss_semantic_seg: 0.1618, s0.loss_cls: 0.1567, s0.acc: 94.2432, s0.loss_bbox: 0.0885, s0.loss_mask: 0.1870, s1.loss_cls: 0.0725, s1.acc: 94.6887, s1.loss_bbox: 0.1007, s1.loss_mask: 0.0880, s2.loss_cls: 0.0373, s2.acc: 94.5209, s2.loss_bbox: 0.0659, s2.loss_mask: 0.0412, loss: 1.0484 2022-06-08 04:12:23,725 - mmdet - INFO - Epoch [26][2100/7330] lr: 1.000e-04, eta: 1 day, 8:16:15, time: 1.496, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0264, loss_semantic_seg: 0.1688, s0.loss_cls: 0.1568, s0.acc: 94.1658, s0.loss_bbox: 0.0905, s0.loss_mask: 0.1927, s1.loss_cls: 0.0736, s1.acc: 94.6254, s1.loss_bbox: 0.1034, s1.loss_mask: 0.0907, s2.loss_cls: 0.0376, s2.acc: 94.4077, s2.loss_bbox: 0.0683, s2.loss_mask: 0.0428, loss: 1.0717 2022-06-08 04:13:37,047 - mmdet - INFO - Epoch [26][2150/7330] lr: 1.000e-04, eta: 1 day, 8:15:01, time: 1.467, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0178, loss_rpn_bbox: 0.0235, loss_semantic_seg: 0.1535, s0.loss_cls: 0.1471, s0.acc: 94.6851, s0.loss_bbox: 0.0829, s0.loss_mask: 0.1830, s1.loss_cls: 0.0673, s1.acc: 95.1874, s1.loss_bbox: 0.0917, s1.loss_mask: 0.0863, s2.loss_cls: 0.0339, s2.acc: 95.0273, s2.loss_bbox: 0.0623, s2.loss_mask: 0.0410, loss: 0.9901 2022-06-08 04:14:50,786 - mmdet - INFO - Epoch [26][2200/7330] lr: 1.000e-04, eta: 1 day, 8:13:47, time: 1.475, data_time: 0.023, memory: 64799, loss_rpn_cls: 0.0180, loss_rpn_bbox: 0.0248, loss_semantic_seg: 0.1631, s0.loss_cls: 0.1467, s0.acc: 94.5449, s0.loss_bbox: 0.0826, s0.loss_mask: 0.1831, s1.loss_cls: 0.0686, s1.acc: 94.8891, s1.loss_bbox: 0.0957, s1.loss_mask: 0.0859, s2.loss_cls: 0.0345, s2.acc: 94.7663, s2.loss_bbox: 0.0644, s2.loss_mask: 0.0406, loss: 1.0080 2022-06-08 04:16:04,559 - mmdet - INFO - Epoch [26][2250/7330] lr: 1.000e-04, eta: 1 day, 8:12:33, time: 1.475, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0255, loss_semantic_seg: 0.1577, s0.loss_cls: 0.1493, s0.acc: 94.5239, s0.loss_bbox: 0.0853, s0.loss_mask: 0.1821, s1.loss_cls: 0.0670, s1.acc: 95.1510, s1.loss_bbox: 0.0942, s1.loss_mask: 0.0861, s2.loss_cls: 0.0334, s2.acc: 95.0938, s2.loss_bbox: 0.0613, s2.loss_mask: 0.0405, loss: 1.0030 2022-06-08 04:17:19,258 - mmdet - INFO - Epoch [26][2300/7330] lr: 1.000e-04, eta: 1 day, 8:11:19, time: 1.494, data_time: 0.021, memory: 64799, loss_rpn_cls: 0.0193, loss_rpn_bbox: 0.0252, loss_semantic_seg: 0.1679, s0.loss_cls: 0.1557, s0.acc: 94.3076, s0.loss_bbox: 0.0884, s0.loss_mask: 0.1869, s1.loss_cls: 0.0717, s1.acc: 94.7668, s1.loss_bbox: 0.1002, s1.loss_mask: 0.0879, s2.loss_cls: 0.0370, s2.acc: 94.6085, s2.loss_bbox: 0.0648, s2.loss_mask: 0.0414, loss: 1.0463 2022-06-08 04:18:34,051 - mmdet - INFO - Epoch [26][2350/7330] lr: 1.000e-04, eta: 1 day, 8:10:05, time: 1.496, data_time: 0.020, memory: 64799, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0251, loss_semantic_seg: 0.1632, s0.loss_cls: 0.1493, s0.acc: 94.5776, s0.loss_bbox: 0.0823, s0.loss_mask: 0.1813, s1.loss_cls: 0.0680, s1.acc: 95.0192, s1.loss_bbox: 0.0926, s1.loss_mask: 0.0854, s2.loss_cls: 0.0349, s2.acc: 94.8782, s2.loss_bbox: 0.0606, s2.loss_mask: 0.0406, loss: 1.0045 2022-06-08 04:19:48,864 - mmdet - INFO - Epoch [26][2400/7330] lr: 1.000e-04, eta: 1 day, 8:08:52, time: 1.496, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0267, loss_semantic_seg: 0.1653, s0.loss_cls: 0.1551, s0.acc: 94.2590, s0.loss_bbox: 0.0876, s0.loss_mask: 0.1951, s1.loss_cls: 0.0714, s1.acc: 94.7454, s1.loss_bbox: 0.1005, s1.loss_mask: 0.0921, s2.loss_cls: 0.0361, s2.acc: 94.6319, s2.loss_bbox: 0.0655, s2.loss_mask: 0.0436, loss: 1.0594 2022-06-08 04:21:03,466 - mmdet - INFO - Epoch [26][2450/7330] lr: 1.000e-04, eta: 1 day, 8:07:38, time: 1.492, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0248, loss_semantic_seg: 0.1649, s0.loss_cls: 0.1494, s0.acc: 94.4421, s0.loss_bbox: 0.0862, s0.loss_mask: 0.1936, s1.loss_cls: 0.0686, s1.acc: 94.9138, s1.loss_bbox: 0.0981, s1.loss_mask: 0.0916, s2.loss_cls: 0.0349, s2.acc: 94.7698, s2.loss_bbox: 0.0643, s2.loss_mask: 0.0432, loss: 1.0409 2022-06-08 04:22:17,044 - mmdet - INFO - Epoch [26][2500/7330] lr: 1.000e-04, eta: 1 day, 8:06:24, time: 1.472, data_time: 0.011, memory: 64799, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0253, loss_semantic_seg: 0.1592, s0.loss_cls: 0.1442, s0.acc: 94.7676, s0.loss_bbox: 0.0810, s0.loss_mask: 0.1799, s1.loss_cls: 0.0662, s1.acc: 95.2876, s1.loss_bbox: 0.0915, s1.loss_mask: 0.0853, s2.loss_cls: 0.0329, s2.acc: 95.2060, s2.loss_bbox: 0.0599, s2.loss_mask: 0.0404, loss: 0.9867 2022-06-08 04:23:30,599 - mmdet - INFO - Epoch [26][2550/7330] lr: 1.000e-04, eta: 1 day, 8:05:10, time: 1.471, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0189, loss_rpn_bbox: 0.0266, loss_semantic_seg: 0.1660, s0.loss_cls: 0.1507, s0.acc: 94.4839, s0.loss_bbox: 0.0863, s0.loss_mask: 0.1891, s1.loss_cls: 0.0687, s1.acc: 95.0279, s1.loss_bbox: 0.0969, s1.loss_mask: 0.0889, s2.loss_cls: 0.0351, s2.acc: 94.9375, s2.loss_bbox: 0.0632, s2.loss_mask: 0.0418, loss: 1.0323 2022-06-08 04:24:44,493 - mmdet - INFO - Epoch [26][2600/7330] lr: 1.000e-04, eta: 1 day, 8:03:56, time: 1.478, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0177, loss_rpn_bbox: 0.0243, loss_semantic_seg: 0.1622, s0.loss_cls: 0.1474, s0.acc: 94.6609, s0.loss_bbox: 0.0833, s0.loss_mask: 0.1827, s1.loss_cls: 0.0671, s1.acc: 95.1631, s1.loss_bbox: 0.0937, s1.loss_mask: 0.0866, s2.loss_cls: 0.0346, s2.acc: 94.9610, s2.loss_bbox: 0.0616, s2.loss_mask: 0.0409, loss: 1.0021 2022-06-08 04:25:58,125 - mmdet - INFO - Epoch [26][2650/7330] lr: 1.000e-04, eta: 1 day, 8:02:42, time: 1.473, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0183, loss_rpn_bbox: 0.0261, loss_semantic_seg: 0.1613, s0.loss_cls: 0.1537, s0.acc: 94.4187, s0.loss_bbox: 0.0848, s0.loss_mask: 0.1923, s1.loss_cls: 0.0711, s1.acc: 94.8765, s1.loss_bbox: 0.0975, s1.loss_mask: 0.0910, s2.loss_cls: 0.0365, s2.acc: 94.6337, s2.loss_bbox: 0.0630, s2.loss_mask: 0.0427, loss: 1.0383 2022-06-08 04:27:10,906 - mmdet - INFO - Epoch [26][2700/7330] lr: 1.000e-04, eta: 1 day, 8:01:27, time: 1.456, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0249, loss_semantic_seg: 0.1628, s0.loss_cls: 0.1479, s0.acc: 94.5208, s0.loss_bbox: 0.0863, s0.loss_mask: 0.1831, s1.loss_cls: 0.0668, s1.acc: 95.0441, s1.loss_bbox: 0.0969, s1.loss_mask: 0.0862, s2.loss_cls: 0.0342, s2.acc: 94.9151, s2.loss_bbox: 0.0641, s2.loss_mask: 0.0407, loss: 1.0145 2022-06-08 04:28:24,892 - mmdet - INFO - Exp name: htc++_beit_adapter_v2_large_fpn_3x_coco.py 2022-06-08 04:28:24,898 - mmdet - INFO - Epoch [26][2750/7330] lr: 1.000e-04, eta: 1 day, 8:00:13, time: 1.480, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0271, loss_semantic_seg: 0.1580, s0.loss_cls: 0.1510, s0.acc: 94.4473, s0.loss_bbox: 0.0839, s0.loss_mask: 0.1865, s1.loss_cls: 0.0695, s1.acc: 94.9468, s1.loss_bbox: 0.0945, s1.loss_mask: 0.0884, s2.loss_cls: 0.0358, s2.acc: 94.6975, s2.loss_bbox: 0.0626, s2.loss_mask: 0.0421, loss: 1.0193 2022-06-08 04:29:38,309 - mmdet - INFO - Epoch [26][2800/7330] lr: 1.000e-04, eta: 1 day, 7:58:59, time: 1.468, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0194, loss_rpn_bbox: 0.0254, loss_semantic_seg: 0.1731, s0.loss_cls: 0.1526, s0.acc: 94.3574, s0.loss_bbox: 0.0876, s0.loss_mask: 0.1878, s1.loss_cls: 0.0709, s1.acc: 94.7586, s1.loss_bbox: 0.0967, s1.loss_mask: 0.0881, s2.loss_cls: 0.0372, s2.acc: 94.4826, s2.loss_bbox: 0.0640, s2.loss_mask: 0.0415, loss: 1.0443 2022-06-08 04:30:52,399 - mmdet - INFO - Epoch [26][2850/7330] lr: 1.000e-04, eta: 1 day, 7:57:45, time: 1.482, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0190, loss_rpn_bbox: 0.0268, loss_semantic_seg: 0.1666, s0.loss_cls: 0.1535, s0.acc: 94.3313, s0.loss_bbox: 0.0896, s0.loss_mask: 0.1913, s1.loss_cls: 0.0696, s1.acc: 94.8434, s1.loss_bbox: 0.0995, s1.loss_mask: 0.0895, s2.loss_cls: 0.0354, s2.acc: 94.7378, s2.loss_bbox: 0.0650, s2.loss_mask: 0.0424, loss: 1.0482 2022-06-08 04:32:05,979 - mmdet - INFO - Epoch [26][2900/7330] lr: 1.000e-04, eta: 1 day, 7:56:31, time: 1.471, data_time: 0.021, memory: 64799, loss_rpn_cls: 0.0183, loss_rpn_bbox: 0.0243, loss_semantic_seg: 0.1638, s0.loss_cls: 0.1458, s0.acc: 94.6057, s0.loss_bbox: 0.0867, s0.loss_mask: 0.1901, s1.loss_cls: 0.0662, s1.acc: 95.0784, s1.loss_bbox: 0.0984, s1.loss_mask: 0.0893, s2.loss_cls: 0.0330, s2.acc: 94.9556, s2.loss_bbox: 0.0642, s2.loss_mask: 0.0424, loss: 1.0225 2022-06-08 04:33:19,079 - mmdet - INFO - Epoch [26][2950/7330] lr: 1.000e-04, eta: 1 day, 7:55:17, time: 1.462, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0188, loss_rpn_bbox: 0.0242, loss_semantic_seg: 0.1570, s0.loss_cls: 0.1498, s0.acc: 94.5576, s0.loss_bbox: 0.0829, s0.loss_mask: 0.1882, s1.loss_cls: 0.0689, s1.acc: 95.0370, s1.loss_bbox: 0.0917, s1.loss_mask: 0.0886, s2.loss_cls: 0.0350, s2.acc: 94.8622, s2.loss_bbox: 0.0601, s2.loss_mask: 0.0422, loss: 1.0075 2022-06-08 04:34:31,844 - mmdet - INFO - Epoch [26][3000/7330] lr: 1.000e-04, eta: 1 day, 7:54:02, time: 1.455, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0188, loss_rpn_bbox: 0.0232, loss_semantic_seg: 0.1677, s0.loss_cls: 0.1445, s0.acc: 94.7141, s0.loss_bbox: 0.0832, s0.loss_mask: 0.1860, s1.loss_cls: 0.0668, s1.acc: 95.1731, s1.loss_bbox: 0.0932, s1.loss_mask: 0.0882, s2.loss_cls: 0.0343, s2.acc: 94.8719, s2.loss_bbox: 0.0599, s2.loss_mask: 0.0417, loss: 1.0074 2022-06-08 04:35:45,315 - mmdet - INFO - Epoch [26][3050/7330] lr: 1.000e-04, eta: 1 day, 7:52:48, time: 1.467, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0181, loss_rpn_bbox: 0.0238, loss_semantic_seg: 0.1631, s0.loss_cls: 0.1473, s0.acc: 94.5330, s0.loss_bbox: 0.0852, s0.loss_mask: 0.1898, s1.loss_cls: 0.0684, s1.acc: 94.9856, s1.loss_bbox: 0.0946, s1.loss_mask: 0.0895, s2.loss_cls: 0.0349, s2.acc: 94.7972, s2.loss_bbox: 0.0617, s2.loss_mask: 0.0423, loss: 1.0187 2022-06-08 04:36:58,900 - mmdet - INFO - Epoch [26][3100/7330] lr: 1.000e-04, eta: 1 day, 7:51:34, time: 1.474, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0260, loss_semantic_seg: 0.1672, s0.loss_cls: 0.1538, s0.acc: 94.4041, s0.loss_bbox: 0.0852, s0.loss_mask: 0.1902, s1.loss_cls: 0.0709, s1.acc: 94.7878, s1.loss_bbox: 0.0963, s1.loss_mask: 0.0903, s2.loss_cls: 0.0360, s2.acc: 94.6837, s2.loss_bbox: 0.0632, s2.loss_mask: 0.0426, loss: 1.0411 2022-06-08 04:38:12,971 - mmdet - INFO - Epoch [26][3150/7330] lr: 1.000e-04, eta: 1 day, 7:50:20, time: 1.482, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0172, loss_rpn_bbox: 0.0245, loss_semantic_seg: 0.1613, s0.loss_cls: 0.1426, s0.acc: 94.6685, s0.loss_bbox: 0.0828, s0.loss_mask: 0.1890, s1.loss_cls: 0.0656, s1.acc: 95.1654, s1.loss_bbox: 0.0939, s1.loss_mask: 0.0891, s2.loss_cls: 0.0334, s2.acc: 95.0505, s2.loss_bbox: 0.0632, s2.loss_mask: 0.0422, loss: 1.0047 2022-06-08 04:39:26,775 - mmdet - INFO - Epoch [26][3200/7330] lr: 1.000e-04, eta: 1 day, 7:49:06, time: 1.476, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0262, loss_semantic_seg: 0.1652, s0.loss_cls: 0.1702, s0.acc: 93.8474, s0.loss_bbox: 0.0960, s0.loss_mask: 0.1971, s1.loss_cls: 0.0769, s1.acc: 94.4895, s1.loss_bbox: 0.1060, s1.loss_mask: 0.0926, s2.loss_cls: 0.0393, s2.acc: 94.2817, s2.loss_bbox: 0.0675, s2.loss_mask: 0.0433, loss: 1.1011 2022-06-08 04:40:40,519 - mmdet - INFO - Epoch [26][3250/7330] lr: 1.000e-04, eta: 1 day, 7:47:52, time: 1.475, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0262, loss_semantic_seg: 0.1632, s0.loss_cls: 0.1547, s0.acc: 94.3411, s0.loss_bbox: 0.0861, s0.loss_mask: 0.1874, s1.loss_cls: 0.0715, s1.acc: 94.8613, s1.loss_bbox: 0.0981, s1.loss_mask: 0.0881, s2.loss_cls: 0.0365, s2.acc: 94.6510, s2.loss_bbox: 0.0649, s2.loss_mask: 0.0420, loss: 1.0383 2022-06-08 04:41:53,840 - mmdet - INFO - Epoch [26][3300/7330] lr: 1.000e-04, eta: 1 day, 7:46:38, time: 1.466, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0254, loss_semantic_seg: 0.1669, s0.loss_cls: 0.1568, s0.acc: 94.1941, s0.loss_bbox: 0.0882, s0.loss_mask: 0.1914, s1.loss_cls: 0.0724, s1.acc: 94.6314, s1.loss_bbox: 0.0989, s1.loss_mask: 0.0904, s2.loss_cls: 0.0360, s2.acc: 94.5960, s2.loss_bbox: 0.0641, s2.loss_mask: 0.0427, loss: 1.0552 2022-06-08 04:43:07,502 - mmdet - INFO - Epoch [26][3350/7330] lr: 1.000e-04, eta: 1 day, 7:45:24, time: 1.473, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0189, loss_rpn_bbox: 0.0257, loss_semantic_seg: 0.1588, s0.loss_cls: 0.1533, s0.acc: 94.3594, s0.loss_bbox: 0.0880, s0.loss_mask: 0.1887, s1.loss_cls: 0.0715, s1.acc: 94.7177, s1.loss_bbox: 0.0983, s1.loss_mask: 0.0894, s2.loss_cls: 0.0361, s2.acc: 94.5861, s2.loss_bbox: 0.0627, s2.loss_mask: 0.0420, loss: 1.0334 2022-06-08 04:44:21,311 - mmdet - INFO - Epoch [26][3400/7330] lr: 1.000e-04, eta: 1 day, 7:44:10, time: 1.476, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0269, loss_semantic_seg: 0.1642, s0.loss_cls: 0.1509, s0.acc: 94.3933, s0.loss_bbox: 0.0878, s0.loss_mask: 0.1904, s1.loss_cls: 0.0694, s1.acc: 94.8297, s1.loss_bbox: 0.0995, s1.loss_mask: 0.0893, s2.loss_cls: 0.0357, s2.acc: 94.5392, s2.loss_bbox: 0.0640, s2.loss_mask: 0.0420, loss: 1.0415 2022-06-08 04:45:34,409 - mmdet - INFO - Epoch [26][3450/7330] lr: 1.000e-04, eta: 1 day, 7:42:55, time: 1.462, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0275, loss_semantic_seg: 0.1601, s0.loss_cls: 0.1539, s0.acc: 94.2002, s0.loss_bbox: 0.0859, s0.loss_mask: 0.1872, s1.loss_cls: 0.0713, s1.acc: 94.6243, s1.loss_bbox: 0.0963, s1.loss_mask: 0.0878, s2.loss_cls: 0.0367, s2.acc: 94.4552, s2.loss_bbox: 0.0637, s2.loss_mask: 0.0416, loss: 1.0318 2022-06-08 04:46:48,672 - mmdet - INFO - Epoch [26][3500/7330] lr: 1.000e-04, eta: 1 day, 7:41:41, time: 1.485, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0187, loss_rpn_bbox: 0.0268, loss_semantic_seg: 0.1694, s0.loss_cls: 0.1486, s0.acc: 94.4868, s0.loss_bbox: 0.0852, s0.loss_mask: 0.1850, s1.loss_cls: 0.0689, s1.acc: 94.9072, s1.loss_bbox: 0.0950, s1.loss_mask: 0.0867, s2.loss_cls: 0.0350, s2.acc: 94.6976, s2.loss_bbox: 0.0621, s2.loss_mask: 0.0410, loss: 1.0224 2022-06-08 04:48:02,121 - mmdet - INFO - Epoch [26][3550/7330] lr: 1.000e-04, eta: 1 day, 7:40:27, time: 1.469, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0186, loss_rpn_bbox: 0.0269, loss_semantic_seg: 0.1724, s0.loss_cls: 0.1534, s0.acc: 94.4424, s0.loss_bbox: 0.0866, s0.loss_mask: 0.1894, s1.loss_cls: 0.0700, s1.acc: 94.9479, s1.loss_bbox: 0.0990, s1.loss_mask: 0.0895, s2.loss_cls: 0.0361, s2.acc: 94.7393, s2.loss_bbox: 0.0638, s2.loss_mask: 0.0423, loss: 1.0479 2022-06-08 04:49:15,160 - mmdet - INFO - Epoch [26][3600/7330] lr: 1.000e-04, eta: 1 day, 7:39:13, time: 1.461, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0181, loss_rpn_bbox: 0.0245, loss_semantic_seg: 0.1634, s0.loss_cls: 0.1363, s0.acc: 94.9309, s0.loss_bbox: 0.0784, s0.loss_mask: 0.1818, s1.loss_cls: 0.0624, s1.acc: 95.3848, s1.loss_bbox: 0.0906, s1.loss_mask: 0.0857, s2.loss_cls: 0.0325, s2.acc: 95.2134, s2.loss_bbox: 0.0608, s2.loss_mask: 0.0408, loss: 0.9754 2022-06-08 04:50:28,478 - mmdet - INFO - Epoch [26][3650/7330] lr: 1.000e-04, eta: 1 day, 7:37:59, time: 1.466, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0279, loss_semantic_seg: 0.1663, s0.loss_cls: 0.1495, s0.acc: 94.5132, s0.loss_bbox: 0.0854, s0.loss_mask: 0.1866, s1.loss_cls: 0.0694, s1.acc: 94.9322, s1.loss_bbox: 0.0949, s1.loss_mask: 0.0874, s2.loss_cls: 0.0354, s2.acc: 94.6750, s2.loss_bbox: 0.0621, s2.loss_mask: 0.0414, loss: 1.0281 2022-06-08 04:51:40,823 - mmdet - INFO - Epoch [26][3700/7330] lr: 1.000e-04, eta: 1 day, 7:36:44, time: 1.447, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0176, loss_rpn_bbox: 0.0257, loss_semantic_seg: 0.1634, s0.loss_cls: 0.1418, s0.acc: 94.7070, s0.loss_bbox: 0.0835, s0.loss_mask: 0.1817, s1.loss_cls: 0.0648, s1.acc: 95.2029, s1.loss_bbox: 0.0923, s1.loss_mask: 0.0861, s2.loss_cls: 0.0328, s2.acc: 95.0533, s2.loss_bbox: 0.0607, s2.loss_mask: 0.0412, loss: 0.9916 2022-06-08 04:52:53,654 - mmdet - INFO - Exp name: htc++_beit_adapter_v2_large_fpn_3x_coco.py 2022-06-08 04:52:53,658 - mmdet - INFO - Epoch [26][3750/7330] lr: 1.000e-04, eta: 1 day, 7:35:30, time: 1.457, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0246, loss_semantic_seg: 0.1642, s0.loss_cls: 0.1478, s0.acc: 94.5442, s0.loss_bbox: 0.0844, s0.loss_mask: 0.1915, s1.loss_cls: 0.0687, s1.acc: 94.8995, s1.loss_bbox: 0.0946, s1.loss_mask: 0.0903, s2.loss_cls: 0.0351, s2.acc: 94.7840, s2.loss_bbox: 0.0619, s2.loss_mask: 0.0427, loss: 1.0262 2022-06-08 04:54:06,582 - mmdet - INFO - Epoch [26][3800/7330] lr: 1.000e-04, eta: 1 day, 7:34:15, time: 1.458, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0184, loss_rpn_bbox: 0.0246, loss_semantic_seg: 0.1557, s0.loss_cls: 0.1551, s0.acc: 94.3254, s0.loss_bbox: 0.0873, s0.loss_mask: 0.1901, s1.loss_cls: 0.0720, s1.acc: 94.7655, s1.loss_bbox: 0.0996, s1.loss_mask: 0.0890, s2.loss_cls: 0.0372, s2.acc: 94.4246, s2.loss_bbox: 0.0637, s2.loss_mask: 0.0415, loss: 1.0343 2022-06-08 04:55:19,063 - mmdet - INFO - Epoch [26][3850/7330] lr: 1.000e-04, eta: 1 day, 7:33:01, time: 1.450, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0267, loss_semantic_seg: 0.1746, s0.loss_cls: 0.1530, s0.acc: 94.4233, s0.loss_bbox: 0.0867, s0.loss_mask: 0.1918, s1.loss_cls: 0.0697, s1.acc: 94.8807, s1.loss_bbox: 0.0977, s1.loss_mask: 0.0903, s2.loss_cls: 0.0356, s2.acc: 94.7816, s2.loss_bbox: 0.0646, s2.loss_mask: 0.0425, loss: 1.0531 2022-06-08 04:56:32,864 - mmdet - INFO - Epoch [26][3900/7330] lr: 1.000e-04, eta: 1 day, 7:31:47, time: 1.476, data_time: 0.020, memory: 64799, loss_rpn_cls: 0.0172, loss_rpn_bbox: 0.0249, loss_semantic_seg: 0.1725, s0.loss_cls: 0.1449, s0.acc: 94.7058, s0.loss_bbox: 0.0814, s0.loss_mask: 0.1829, s1.loss_cls: 0.0659, s1.acc: 95.1696, s1.loss_bbox: 0.0928, s1.loss_mask: 0.0868, s2.loss_cls: 0.0339, s2.acc: 94.9679, s2.loss_bbox: 0.0617, s2.loss_mask: 0.0412, loss: 1.0061 2022-06-08 04:57:45,349 - mmdet - INFO - Epoch [26][3950/7330] lr: 1.000e-04, eta: 1 day, 7:30:32, time: 1.450, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0244, loss_semantic_seg: 0.1616, s0.loss_cls: 0.1530, s0.acc: 94.4255, s0.loss_bbox: 0.0840, s0.loss_mask: 0.1844, s1.loss_cls: 0.0705, s1.acc: 94.8518, s1.loss_bbox: 0.0941, s1.loss_mask: 0.0870, s2.loss_cls: 0.0359, s2.acc: 94.7109, s2.loss_bbox: 0.0607, s2.loss_mask: 0.0412, loss: 1.0172 2022-06-08 04:58:57,792 - mmdet - INFO - Epoch [26][4000/7330] lr: 1.000e-04, eta: 1 day, 7:29:17, time: 1.449, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0258, loss_semantic_seg: 0.1640, s0.loss_cls: 0.1473, s0.acc: 94.4866, s0.loss_bbox: 0.0856, s0.loss_mask: 0.1890, s1.loss_cls: 0.0677, s1.acc: 94.9229, s1.loss_bbox: 0.0978, s1.loss_mask: 0.0894, s2.loss_cls: 0.0350, s2.acc: 94.7586, s2.loss_bbox: 0.0647, s2.loss_mask: 0.0422, loss: 1.0299 2022-06-08 05:00:10,365 - mmdet - INFO - Epoch [26][4050/7330] lr: 1.000e-04, eta: 1 day, 7:28:03, time: 1.451, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0191, loss_rpn_bbox: 0.0249, loss_semantic_seg: 0.1556, s0.loss_cls: 0.1370, s0.acc: 94.8816, s0.loss_bbox: 0.0802, s0.loss_mask: 0.1885, s1.loss_cls: 0.0621, s1.acc: 95.4698, s1.loss_bbox: 0.0915, s1.loss_mask: 0.0893, s2.loss_cls: 0.0315, s2.acc: 95.2827, s2.loss_bbox: 0.0602, s2.loss_mask: 0.0422, loss: 0.9819 2022-06-08 05:01:23,472 - mmdet - INFO - Epoch [26][4100/7330] lr: 1.000e-04, eta: 1 day, 7:26:49, time: 1.462, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0170, loss_rpn_bbox: 0.0251, loss_semantic_seg: 0.1570, s0.loss_cls: 0.1474, s0.acc: 94.5171, s0.loss_bbox: 0.0831, s0.loss_mask: 0.1824, s1.loss_cls: 0.0673, s1.acc: 95.1311, s1.loss_bbox: 0.0944, s1.loss_mask: 0.0864, s2.loss_cls: 0.0339, s2.acc: 95.0201, s2.loss_bbox: 0.0647, s2.loss_mask: 0.0412, loss: 0.9999 2022-06-08 05:02:35,985 - mmdet - INFO - Epoch [26][4150/7330] lr: 1.000e-04, eta: 1 day, 7:25:34, time: 1.450, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0187, loss_rpn_bbox: 0.0231, loss_semantic_seg: 0.1623, s0.loss_cls: 0.1477, s0.acc: 94.5825, s0.loss_bbox: 0.0869, s0.loss_mask: 0.1894, s1.loss_cls: 0.0671, s1.acc: 95.1227, s1.loss_bbox: 0.0996, s1.loss_mask: 0.0895, s2.loss_cls: 0.0335, s2.acc: 95.0053, s2.loss_bbox: 0.0664, s2.loss_mask: 0.0424, loss: 1.0266 2022-06-08 05:03:48,689 - mmdet - INFO - Epoch [26][4200/7330] lr: 1.000e-04, eta: 1 day, 7:24:20, time: 1.454, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0236, loss_semantic_seg: 0.1629, s0.loss_cls: 0.1442, s0.acc: 94.6934, s0.loss_bbox: 0.0803, s0.loss_mask: 0.1864, s1.loss_cls: 0.0662, s1.acc: 95.1489, s1.loss_bbox: 0.0933, s1.loss_mask: 0.0879, s2.loss_cls: 0.0344, s2.acc: 94.8160, s2.loss_bbox: 0.0623, s2.loss_mask: 0.0414, loss: 1.0031 2022-06-08 05:05:01,796 - mmdet - INFO - Epoch [26][4250/7330] lr: 1.000e-04, eta: 1 day, 7:23:05, time: 1.462, data_time: 0.020, memory: 64799, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0255, loss_semantic_seg: 0.1637, s0.loss_cls: 0.1460, s0.acc: 94.5833, s0.loss_bbox: 0.0834, s0.loss_mask: 0.1866, s1.loss_cls: 0.0683, s1.acc: 94.9592, s1.loss_bbox: 0.0952, s1.loss_mask: 0.0885, s2.loss_cls: 0.0343, s2.acc: 94.8294, s2.loss_bbox: 0.0629, s2.loss_mask: 0.0419, loss: 1.0158 2022-06-08 05:06:14,706 - mmdet - INFO - Epoch [26][4300/7330] lr: 1.000e-04, eta: 1 day, 7:21:51, time: 1.458, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0248, loss_semantic_seg: 0.1671, s0.loss_cls: 0.1496, s0.acc: 94.4502, s0.loss_bbox: 0.0864, s0.loss_mask: 0.1931, s1.loss_cls: 0.0698, s1.acc: 94.8610, s1.loss_bbox: 0.0988, s1.loss_mask: 0.0917, s2.loss_cls: 0.0354, s2.acc: 94.6226, s2.loss_bbox: 0.0648, s2.loss_mask: 0.0436, loss: 1.0449 2022-06-08 05:07:27,075 - mmdet - INFO - Epoch [26][4350/7330] lr: 1.000e-04, eta: 1 day, 7:20:36, time: 1.447, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0194, loss_rpn_bbox: 0.0263, loss_semantic_seg: 0.1625, s0.loss_cls: 0.1536, s0.acc: 94.3618, s0.loss_bbox: 0.0862, s0.loss_mask: 0.1869, s1.loss_cls: 0.0715, s1.acc: 94.7325, s1.loss_bbox: 0.0975, s1.loss_mask: 0.0877, s2.loss_cls: 0.0369, s2.acc: 94.4550, s2.loss_bbox: 0.0631, s2.loss_mask: 0.0410, loss: 1.0327 2022-06-08 05:08:39,064 - mmdet - INFO - Epoch [26][4400/7330] lr: 1.000e-04, eta: 1 day, 7:19:21, time: 1.440, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0248, loss_semantic_seg: 0.1644, s0.loss_cls: 0.1458, s0.acc: 94.5974, s0.loss_bbox: 0.0818, s0.loss_mask: 0.1883, s1.loss_cls: 0.0664, s1.acc: 95.1601, s1.loss_bbox: 0.0939, s1.loss_mask: 0.0885, s2.loss_cls: 0.0348, s2.acc: 94.9102, s2.loss_bbox: 0.0631, s2.loss_mask: 0.0424, loss: 1.0139 2022-06-08 05:09:51,164 - mmdet - INFO - Epoch [26][4450/7330] lr: 1.000e-04, eta: 1 day, 7:18:07, time: 1.442, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0189, loss_rpn_bbox: 0.0241, loss_semantic_seg: 0.1713, s0.loss_cls: 0.1414, s0.acc: 94.7957, s0.loss_bbox: 0.0836, s0.loss_mask: 0.1884, s1.loss_cls: 0.0644, s1.acc: 95.1495, s1.loss_bbox: 0.0959, s1.loss_mask: 0.0886, s2.loss_cls: 0.0329, s2.acc: 95.0064, s2.loss_bbox: 0.0621, s2.loss_mask: 0.0417, loss: 1.0133 2022-06-08 05:11:04,265 - mmdet - INFO - Epoch [26][4500/7330] lr: 1.000e-04, eta: 1 day, 7:16:52, time: 1.462, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0182, loss_rpn_bbox: 0.0256, loss_semantic_seg: 0.1620, s0.loss_cls: 0.1538, s0.acc: 94.3430, s0.loss_bbox: 0.0888, s0.loss_mask: 0.1905, s1.loss_cls: 0.0703, s1.acc: 94.7954, s1.loss_bbox: 0.1026, s1.loss_mask: 0.0906, s2.loss_cls: 0.0361, s2.acc: 94.4967, s2.loss_bbox: 0.0664, s2.loss_mask: 0.0425, loss: 1.0477 2022-06-08 05:12:16,275 - mmdet - INFO - Epoch [26][4550/7330] lr: 1.000e-04, eta: 1 day, 7:15:38, time: 1.440, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0182, loss_rpn_bbox: 0.0257, loss_semantic_seg: 0.1596, s0.loss_cls: 0.1447, s0.acc: 94.5962, s0.loss_bbox: 0.0834, s0.loss_mask: 0.1856, s1.loss_cls: 0.0677, s1.acc: 95.0017, s1.loss_bbox: 0.0922, s1.loss_mask: 0.0880, s2.loss_cls: 0.0346, s2.acc: 94.9155, s2.loss_bbox: 0.0613, s2.loss_mask: 0.0417, loss: 1.0027 2022-06-08 05:13:29,496 - mmdet - INFO - Epoch [26][4600/7330] lr: 1.000e-04, eta: 1 day, 7:14:23, time: 1.464, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0183, loss_rpn_bbox: 0.0259, loss_semantic_seg: 0.1626, s0.loss_cls: 0.1504, s0.acc: 94.4634, s0.loss_bbox: 0.0844, s0.loss_mask: 0.1871, s1.loss_cls: 0.0700, s1.acc: 94.9394, s1.loss_bbox: 0.0943, s1.loss_mask: 0.0883, s2.loss_cls: 0.0358, s2.acc: 94.6990, s2.loss_bbox: 0.0623, s2.loss_mask: 0.0418, loss: 1.0212 2022-06-08 05:14:41,436 - mmdet - INFO - Epoch [26][4650/7330] lr: 1.000e-04, eta: 1 day, 7:13:09, time: 1.439, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0246, loss_semantic_seg: 0.1634, s0.loss_cls: 0.1510, s0.acc: 94.3232, s0.loss_bbox: 0.0874, s0.loss_mask: 0.1931, s1.loss_cls: 0.0693, s1.acc: 94.8072, s1.loss_bbox: 0.0969, s1.loss_mask: 0.0907, s2.loss_cls: 0.0349, s2.acc: 94.6790, s2.loss_bbox: 0.0639, s2.loss_mask: 0.0429, loss: 1.0379 2022-06-08 05:15:54,409 - mmdet - INFO - Epoch [26][4700/7330] lr: 1.000e-04, eta: 1 day, 7:11:54, time: 1.459, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0265, loss_semantic_seg: 0.1689, s0.loss_cls: 0.1546, s0.acc: 94.3591, s0.loss_bbox: 0.0865, s0.loss_mask: 0.1863, s1.loss_cls: 0.0705, s1.acc: 94.9094, s1.loss_bbox: 0.0963, s1.loss_mask: 0.0878, s2.loss_cls: 0.0358, s2.acc: 94.7366, s2.loss_bbox: 0.0634, s2.loss_mask: 0.0414, loss: 1.0380 2022-06-08 05:17:06,238 - mmdet - INFO - Exp name: htc++_beit_adapter_v2_large_fpn_3x_coco.py 2022-06-08 05:17:06,245 - mmdet - INFO - Epoch [26][4750/7330] lr: 1.000e-04, eta: 1 day, 7:10:40, time: 1.437, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0183, loss_rpn_bbox: 0.0248, loss_semantic_seg: 0.1522, s0.loss_cls: 0.1460, s0.acc: 94.6938, s0.loss_bbox: 0.0828, s0.loss_mask: 0.1870, s1.loss_cls: 0.0667, s1.acc: 95.0119, s1.loss_bbox: 0.0948, s1.loss_mask: 0.0890, s2.loss_cls: 0.0341, s2.acc: 94.8818, s2.loss_bbox: 0.0630, s2.loss_mask: 0.0419, loss: 1.0006 2022-06-08 05:18:18,708 - mmdet - INFO - Epoch [26][4800/7330] lr: 1.000e-04, eta: 1 day, 7:09:25, time: 1.449, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0178, loss_rpn_bbox: 0.0233, loss_semantic_seg: 0.1644, s0.loss_cls: 0.1429, s0.acc: 94.8438, s0.loss_bbox: 0.0801, s0.loss_mask: 0.1830, s1.loss_cls: 0.0655, s1.acc: 95.3830, s1.loss_bbox: 0.0900, s1.loss_mask: 0.0866, s2.loss_cls: 0.0332, s2.acc: 95.2669, s2.loss_bbox: 0.0594, s2.loss_mask: 0.0411, loss: 0.9872 2022-06-08 05:19:31,818 - mmdet - INFO - Epoch [26][4850/7330] lr: 1.000e-04, eta: 1 day, 7:08:11, time: 1.462, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0265, loss_semantic_seg: 0.1626, s0.loss_cls: 0.1540, s0.acc: 94.3455, s0.loss_bbox: 0.0848, s0.loss_mask: 0.1864, s1.loss_cls: 0.0714, s1.acc: 94.8242, s1.loss_bbox: 0.0964, s1.loss_mask: 0.0882, s2.loss_cls: 0.0369, s2.acc: 94.5355, s2.loss_bbox: 0.0650, s2.loss_mask: 0.0422, loss: 1.0346 2022-06-08 05:20:44,467 - mmdet - INFO - Epoch [26][4900/7330] lr: 1.000e-04, eta: 1 day, 7:06:56, time: 1.453, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0267, loss_semantic_seg: 0.1660, s0.loss_cls: 0.1505, s0.acc: 94.3777, s0.loss_bbox: 0.0898, s0.loss_mask: 0.1938, s1.loss_cls: 0.0697, s1.acc: 94.8598, s1.loss_bbox: 0.0999, s1.loss_mask: 0.0919, s2.loss_cls: 0.0357, s2.acc: 94.7103, s2.loss_bbox: 0.0645, s2.loss_mask: 0.0435, loss: 1.0555 2022-06-08 05:21:57,739 - mmdet - INFO - Epoch [26][4950/7330] lr: 1.000e-04, eta: 1 day, 7:05:42, time: 1.465, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0270, loss_semantic_seg: 0.1686, s0.loss_cls: 0.1522, s0.acc: 94.5215, s0.loss_bbox: 0.0880, s0.loss_mask: 0.1915, s1.loss_cls: 0.0686, s1.acc: 95.0137, s1.loss_bbox: 0.0973, s1.loss_mask: 0.0899, s2.loss_cls: 0.0350, s2.acc: 94.9470, s2.loss_bbox: 0.0636, s2.loss_mask: 0.0423, loss: 1.0438 2022-06-08 05:23:10,318 - mmdet - INFO - Epoch [26][5000/7330] lr: 1.000e-04, eta: 1 day, 7:04:27, time: 1.452, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0191, loss_rpn_bbox: 0.0235, loss_semantic_seg: 0.1528, s0.loss_cls: 0.1501, s0.acc: 94.5339, s0.loss_bbox: 0.0836, s0.loss_mask: 0.1876, s1.loss_cls: 0.0689, s1.acc: 94.9690, s1.loss_bbox: 0.0949, s1.loss_mask: 0.0884, s2.loss_cls: 0.0353, s2.acc: 94.8053, s2.loss_bbox: 0.0616, s2.loss_mask: 0.0416, loss: 1.0075 2022-06-08 05:24:23,580 - mmdet - INFO - Epoch [26][5050/7330] lr: 1.000e-04, eta: 1 day, 7:03:13, time: 1.465, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0175, loss_rpn_bbox: 0.0257, loss_semantic_seg: 0.1612, s0.loss_cls: 0.1546, s0.acc: 94.4141, s0.loss_bbox: 0.0826, s0.loss_mask: 0.1863, s1.loss_cls: 0.0720, s1.acc: 94.8026, s1.loss_bbox: 0.0949, s1.loss_mask: 0.0875, s2.loss_cls: 0.0359, s2.acc: 94.7401, s2.loss_bbox: 0.0632, s2.loss_mask: 0.0414, loss: 1.0227 2022-06-08 05:25:36,357 - mmdet - INFO - Epoch [26][5100/7330] lr: 1.000e-04, eta: 1 day, 7:01:59, time: 1.455, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0183, loss_rpn_bbox: 0.0254, loss_semantic_seg: 0.1662, s0.loss_cls: 0.1544, s0.acc: 94.3328, s0.loss_bbox: 0.0881, s0.loss_mask: 0.1876, s1.loss_cls: 0.0711, s1.acc: 94.8924, s1.loss_bbox: 0.0985, s1.loss_mask: 0.0887, s2.loss_cls: 0.0364, s2.acc: 94.6724, s2.loss_bbox: 0.0635, s2.loss_mask: 0.0422, loss: 1.0404 2022-06-08 05:26:49,783 - mmdet - INFO - Epoch [26][5150/7330] lr: 1.000e-04, eta: 1 day, 7:00:45, time: 1.469, data_time: 0.022, memory: 64799, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0262, loss_semantic_seg: 0.1654, s0.loss_cls: 0.1566, s0.acc: 94.3677, s0.loss_bbox: 0.0836, s0.loss_mask: 0.1851, s1.loss_cls: 0.0718, s1.acc: 94.8520, s1.loss_bbox: 0.0933, s1.loss_mask: 0.0877, s2.loss_cls: 0.0367, s2.acc: 94.5579, s2.loss_bbox: 0.0621, s2.loss_mask: 0.0415, loss: 1.0301 2022-06-08 05:28:01,739 - mmdet - INFO - Epoch [26][5200/7330] lr: 1.000e-04, eta: 1 day, 6:59:30, time: 1.439, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0186, loss_rpn_bbox: 0.0259, loss_semantic_seg: 0.1668, s0.loss_cls: 0.1530, s0.acc: 94.2893, s0.loss_bbox: 0.0860, s0.loss_mask: 0.1902, s1.loss_cls: 0.0695, s1.acc: 94.7594, s1.loss_bbox: 0.0981, s1.loss_mask: 0.0898, s2.loss_cls: 0.0356, s2.acc: 94.4927, s2.loss_bbox: 0.0649, s2.loss_mask: 0.0428, loss: 1.0411 2022-06-08 05:29:14,517 - mmdet - INFO - Epoch [26][5250/7330] lr: 1.000e-04, eta: 1 day, 6:58:15, time: 1.455, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0256, loss_semantic_seg: 0.1677, s0.loss_cls: 0.1630, s0.acc: 94.1599, s0.loss_bbox: 0.0881, s0.loss_mask: 0.1929, s1.loss_cls: 0.0757, s1.acc: 94.6654, s1.loss_bbox: 0.0984, s1.loss_mask: 0.0914, s2.loss_cls: 0.0386, s2.acc: 94.4839, s2.loss_bbox: 0.0655, s2.loss_mask: 0.0432, loss: 1.0707 2022-06-08 05:30:27,214 - mmdet - INFO - Epoch [26][5300/7330] lr: 1.000e-04, eta: 1 day, 6:57:01, time: 1.454, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0264, loss_semantic_seg: 0.1593, s0.loss_cls: 0.1618, s0.acc: 94.1743, s0.loss_bbox: 0.0883, s0.loss_mask: 0.1897, s1.loss_cls: 0.0761, s1.acc: 94.5177, s1.loss_bbox: 0.1008, s1.loss_mask: 0.0889, s2.loss_cls: 0.0390, s2.acc: 94.1813, s2.loss_bbox: 0.0649, s2.loss_mask: 0.0416, loss: 1.0567 2022-06-08 05:31:40,718 - mmdet - INFO - Epoch [26][5350/7330] lr: 1.000e-04, eta: 1 day, 6:55:47, time: 1.470, data_time: 0.023, memory: 64799, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0276, loss_semantic_seg: 0.1676, s0.loss_cls: 0.1542, s0.acc: 94.4038, s0.loss_bbox: 0.0864, s0.loss_mask: 0.1880, s1.loss_cls: 0.0714, s1.acc: 94.9203, s1.loss_bbox: 0.0980, s1.loss_mask: 0.0889, s2.loss_cls: 0.0371, s2.acc: 94.6833, s2.loss_bbox: 0.0634, s2.loss_mask: 0.0421, loss: 1.0461 2022-06-08 05:32:52,946 - mmdet - INFO - Epoch [26][5400/7330] lr: 1.000e-04, eta: 1 day, 6:54:32, time: 1.444, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0174, loss_rpn_bbox: 0.0259, loss_semantic_seg: 0.1614, s0.loss_cls: 0.1527, s0.acc: 94.4553, s0.loss_bbox: 0.0883, s0.loss_mask: 0.1876, s1.loss_cls: 0.0706, s1.acc: 94.8856, s1.loss_bbox: 0.0987, s1.loss_mask: 0.0882, s2.loss_cls: 0.0363, s2.acc: 94.6606, s2.loss_bbox: 0.0633, s2.loss_mask: 0.0415, loss: 1.0320 2022-06-08 05:34:06,037 - mmdet - INFO - Epoch [26][5450/7330] lr: 1.000e-04, eta: 1 day, 6:53:18, time: 1.462, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0262, loss_semantic_seg: 0.1652, s0.loss_cls: 0.1549, s0.acc: 94.3264, s0.loss_bbox: 0.0834, s0.loss_mask: 0.1896, s1.loss_cls: 0.0716, s1.acc: 94.7554, s1.loss_bbox: 0.0966, s1.loss_mask: 0.0899, s2.loss_cls: 0.0364, s2.acc: 94.6183, s2.loss_bbox: 0.0637, s2.loss_mask: 0.0426, loss: 1.0403 2022-06-08 05:35:18,294 - mmdet - INFO - Epoch [26][5500/7330] lr: 1.000e-04, eta: 1 day, 6:52:03, time: 1.445, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0256, loss_semantic_seg: 0.1619, s0.loss_cls: 0.1596, s0.acc: 94.2065, s0.loss_bbox: 0.0884, s0.loss_mask: 0.1925, s1.loss_cls: 0.0740, s1.acc: 94.6902, s1.loss_bbox: 0.1015, s1.loss_mask: 0.0913, s2.loss_cls: 0.0374, s2.acc: 94.4844, s2.loss_bbox: 0.0674, s2.loss_mask: 0.0430, loss: 1.0639 2022-06-08 05:36:30,160 - mmdet - INFO - Epoch [26][5550/7330] lr: 1.000e-04, eta: 1 day, 6:50:48, time: 1.437, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0247, loss_semantic_seg: 0.1652, s0.loss_cls: 0.1530, s0.acc: 94.3813, s0.loss_bbox: 0.0881, s0.loss_mask: 0.1888, s1.loss_cls: 0.0712, s1.acc: 94.8390, s1.loss_bbox: 0.0985, s1.loss_mask: 0.0894, s2.loss_cls: 0.0365, s2.acc: 94.6164, s2.loss_bbox: 0.0649, s2.loss_mask: 0.0422, loss: 1.0441 2022-06-08 05:37:42,863 - mmdet - INFO - Epoch [26][5600/7330] lr: 1.000e-04, eta: 1 day, 6:49:34, time: 1.454, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0183, loss_rpn_bbox: 0.0240, loss_semantic_seg: 0.1678, s0.loss_cls: 0.1474, s0.acc: 94.5212, s0.loss_bbox: 0.0823, s0.loss_mask: 0.1854, s1.loss_cls: 0.0687, s1.acc: 94.8995, s1.loss_bbox: 0.0947, s1.loss_mask: 0.0878, s2.loss_cls: 0.0351, s2.acc: 94.7003, s2.loss_bbox: 0.0610, s2.loss_mask: 0.0411, loss: 1.0135 2022-06-08 05:38:56,060 - mmdet - INFO - Epoch [26][5650/7330] lr: 1.000e-04, eta: 1 day, 6:48:20, time: 1.464, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0192, loss_rpn_bbox: 0.0256, loss_semantic_seg: 0.1705, s0.loss_cls: 0.1524, s0.acc: 94.3877, s0.loss_bbox: 0.0832, s0.loss_mask: 0.1863, s1.loss_cls: 0.0713, s1.acc: 94.6876, s1.loss_bbox: 0.0931, s1.loss_mask: 0.0875, s2.loss_cls: 0.0360, s2.acc: 94.5748, s2.loss_bbox: 0.0621, s2.loss_mask: 0.0412, loss: 1.0285 2022-06-08 05:40:10,624 - mmdet - INFO - Epoch [26][5700/7330] lr: 1.000e-04, eta: 1 day, 6:47:06, time: 1.491, data_time: 0.023, memory: 64799, loss_rpn_cls: 0.0190, loss_rpn_bbox: 0.0247, loss_semantic_seg: 0.1562, s0.loss_cls: 0.1550, s0.acc: 94.3074, s0.loss_bbox: 0.0845, s0.loss_mask: 0.1870, s1.loss_cls: 0.0703, s1.acc: 94.8932, s1.loss_bbox: 0.0955, s1.loss_mask: 0.0884, s2.loss_cls: 0.0355, s2.acc: 94.8234, s2.loss_bbox: 0.0645, s2.loss_mask: 0.0419, loss: 1.0225 2022-06-08 05:41:24,542 - mmdet - INFO - Exp name: htc++_beit_adapter_v2_large_fpn_3x_coco.py 2022-06-08 05:41:24,544 - mmdet - INFO - Epoch [26][5750/7330] lr: 1.000e-04, eta: 1 day, 6:45:52, time: 1.479, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0243, loss_semantic_seg: 0.1724, s0.loss_cls: 0.1560, s0.acc: 94.3271, s0.loss_bbox: 0.0899, s0.loss_mask: 0.1920, s1.loss_cls: 0.0724, s1.acc: 94.7155, s1.loss_bbox: 0.1011, s1.loss_mask: 0.0905, s2.loss_cls: 0.0370, s2.acc: 94.4965, s2.loss_bbox: 0.0655, s2.loss_mask: 0.0428, loss: 1.0645 2022-06-08 05:42:38,437 - mmdet - INFO - Epoch [26][5800/7330] lr: 1.000e-04, eta: 1 day, 6:44:38, time: 1.477, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0265, loss_semantic_seg: 0.1651, s0.loss_cls: 0.1574, s0.acc: 94.2124, s0.loss_bbox: 0.0858, s0.loss_mask: 0.1885, s1.loss_cls: 0.0726, s1.acc: 94.6944, s1.loss_bbox: 0.0969, s1.loss_mask: 0.0885, s2.loss_cls: 0.0371, s2.acc: 94.4815, s2.loss_bbox: 0.0651, s2.loss_mask: 0.0419, loss: 1.0460 2022-06-08 05:43:52,415 - mmdet - INFO - Epoch [26][5850/7330] lr: 1.000e-04, eta: 1 day, 6:43:24, time: 1.479, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0265, loss_semantic_seg: 0.1631, s0.loss_cls: 0.1596, s0.acc: 94.2002, s0.loss_bbox: 0.0923, s0.loss_mask: 0.1935, s1.loss_cls: 0.0736, s1.acc: 94.7754, s1.loss_bbox: 0.1027, s1.loss_mask: 0.0908, s2.loss_cls: 0.0370, s2.acc: 94.5453, s2.loss_bbox: 0.0666, s2.loss_mask: 0.0429, loss: 1.0697 2022-06-08 05:45:06,104 - mmdet - INFO - Epoch [26][5900/7330] lr: 1.000e-04, eta: 1 day, 6:42:10, time: 1.475, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0183, loss_rpn_bbox: 0.0258, loss_semantic_seg: 0.1599, s0.loss_cls: 0.1563, s0.acc: 94.3376, s0.loss_bbox: 0.0886, s0.loss_mask: 0.1912, s1.loss_cls: 0.0725, s1.acc: 94.7533, s1.loss_bbox: 0.0980, s1.loss_mask: 0.0898, s2.loss_cls: 0.0369, s2.acc: 94.6387, s2.loss_bbox: 0.0635, s2.loss_mask: 0.0421, loss: 1.0428 2022-06-08 05:46:19,510 - mmdet - INFO - Epoch [26][5950/7330] lr: 1.000e-04, eta: 1 day, 6:40:56, time: 1.468, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0263, loss_semantic_seg: 0.1707, s0.loss_cls: 0.1595, s0.acc: 94.2788, s0.loss_bbox: 0.0879, s0.loss_mask: 0.1897, s1.loss_cls: 0.0741, s1.acc: 94.7546, s1.loss_bbox: 0.0988, s1.loss_mask: 0.0901, s2.loss_cls: 0.0373, s2.acc: 94.4598, s2.loss_bbox: 0.0647, s2.loss_mask: 0.0429, loss: 1.0636 2022-06-08 05:47:33,639 - mmdet - INFO - Epoch [26][6000/7330] lr: 1.000e-04, eta: 1 day, 6:39:42, time: 1.482, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0249, loss_semantic_seg: 0.1718, s0.loss_cls: 0.1593, s0.acc: 94.1384, s0.loss_bbox: 0.0863, s0.loss_mask: 0.1882, s1.loss_cls: 0.0744, s1.acc: 94.5585, s1.loss_bbox: 0.0969, s1.loss_mask: 0.0890, s2.loss_cls: 0.0378, s2.acc: 94.3547, s2.loss_bbox: 0.0620, s2.loss_mask: 0.0420, loss: 1.0525 2022-06-08 05:48:47,039 - mmdet - INFO - Epoch [26][6050/7330] lr: 1.000e-04, eta: 1 day, 6:38:28, time: 1.468, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0181, loss_rpn_bbox: 0.0240, loss_semantic_seg: 0.1603, s0.loss_cls: 0.1456, s0.acc: 94.6140, s0.loss_bbox: 0.0822, s0.loss_mask: 0.1849, s1.loss_cls: 0.0677, s1.acc: 95.0684, s1.loss_bbox: 0.0950, s1.loss_mask: 0.0874, s2.loss_cls: 0.0347, s2.acc: 94.8904, s2.loss_bbox: 0.0608, s2.loss_mask: 0.0412, loss: 1.0019 2022-06-08 05:50:00,532 - mmdet - INFO - Epoch [26][6100/7330] lr: 1.000e-04, eta: 1 day, 6:37:14, time: 1.469, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0262, loss_semantic_seg: 0.1610, s0.loss_cls: 0.1566, s0.acc: 94.2886, s0.loss_bbox: 0.0877, s0.loss_mask: 0.1938, s1.loss_cls: 0.0721, s1.acc: 94.7722, s1.loss_bbox: 0.1013, s1.loss_mask: 0.0912, s2.loss_cls: 0.0371, s2.acc: 94.5767, s2.loss_bbox: 0.0657, s2.loss_mask: 0.0433, loss: 1.0558 2022-06-08 05:51:14,993 - mmdet - INFO - Epoch [26][6150/7330] lr: 1.000e-04, eta: 1 day, 6:36:00, time: 1.488, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0189, loss_rpn_bbox: 0.0258, loss_semantic_seg: 0.1629, s0.loss_cls: 0.1473, s0.acc: 94.4924, s0.loss_bbox: 0.0844, s0.loss_mask: 0.1855, s1.loss_cls: 0.0678, s1.acc: 94.9997, s1.loss_bbox: 0.0948, s1.loss_mask: 0.0873, s2.loss_cls: 0.0346, s2.acc: 94.8398, s2.loss_bbox: 0.0629, s2.loss_mask: 0.0412, loss: 1.0134 2022-06-08 05:52:29,520 - mmdet - INFO - Epoch [26][6200/7330] lr: 1.000e-04, eta: 1 day, 6:34:46, time: 1.492, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0175, loss_rpn_bbox: 0.0243, loss_semantic_seg: 0.1644, s0.loss_cls: 0.1480, s0.acc: 94.5139, s0.loss_bbox: 0.0864, s0.loss_mask: 0.1894, s1.loss_cls: 0.0686, s1.acc: 94.9591, s1.loss_bbox: 0.0946, s1.loss_mask: 0.0897, s2.loss_cls: 0.0351, s2.acc: 94.8080, s2.loss_bbox: 0.0611, s2.loss_mask: 0.0426, loss: 1.0217 2022-06-08 05:53:43,761 - mmdet - INFO - Epoch [26][6250/7330] lr: 1.000e-04, eta: 1 day, 6:33:32, time: 1.484, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0187, loss_rpn_bbox: 0.0254, loss_semantic_seg: 0.1603, s0.loss_cls: 0.1490, s0.acc: 94.4561, s0.loss_bbox: 0.0837, s0.loss_mask: 0.1850, s1.loss_cls: 0.0691, s1.acc: 94.9336, s1.loss_bbox: 0.0941, s1.loss_mask: 0.0882, s2.loss_cls: 0.0352, s2.acc: 94.7747, s2.loss_bbox: 0.0614, s2.loss_mask: 0.0420, loss: 1.0123 2022-06-08 05:54:57,482 - mmdet - INFO - Epoch [26][6300/7330] lr: 1.000e-04, eta: 1 day, 6:32:18, time: 1.475, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0190, loss_rpn_bbox: 0.0265, loss_semantic_seg: 0.1667, s0.loss_cls: 0.1526, s0.acc: 94.3923, s0.loss_bbox: 0.0873, s0.loss_mask: 0.1886, s1.loss_cls: 0.0710, s1.acc: 94.7750, s1.loss_bbox: 0.0960, s1.loss_mask: 0.0887, s2.loss_cls: 0.0365, s2.acc: 94.5887, s2.loss_bbox: 0.0630, s2.loss_mask: 0.0419, loss: 1.0379 2022-06-08 05:56:10,577 - mmdet - INFO - Epoch [26][6350/7330] lr: 1.000e-04, eta: 1 day, 6:31:04, time: 1.462, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0190, loss_rpn_bbox: 0.0244, loss_semantic_seg: 0.1656, s0.loss_cls: 0.1473, s0.acc: 94.5823, s0.loss_bbox: 0.0810, s0.loss_mask: 0.1826, s1.loss_cls: 0.0671, s1.acc: 95.1196, s1.loss_bbox: 0.0900, s1.loss_mask: 0.0863, s2.loss_cls: 0.0339, s2.acc: 95.0279, s2.loss_bbox: 0.0608, s2.loss_mask: 0.0409, loss: 0.9989 2022-06-08 05:57:24,421 - mmdet - INFO - Epoch [26][6400/7330] lr: 1.000e-04, eta: 1 day, 6:29:50, time: 1.477, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0186, loss_rpn_bbox: 0.0254, loss_semantic_seg: 0.1682, s0.loss_cls: 0.1497, s0.acc: 94.4028, s0.loss_bbox: 0.0863, s0.loss_mask: 0.1859, s1.loss_cls: 0.0695, s1.acc: 94.8470, s1.loss_bbox: 0.0973, s1.loss_mask: 0.0870, s2.loss_cls: 0.0352, s2.acc: 94.7210, s2.loss_bbox: 0.0646, s2.loss_mask: 0.0411, loss: 1.0290 2022-06-08 05:58:38,169 - mmdet - INFO - Epoch [26][6450/7330] lr: 1.000e-04, eta: 1 day, 6:28:36, time: 1.475, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0244, loss_semantic_seg: 0.1622, s0.loss_cls: 0.1463, s0.acc: 94.6116, s0.loss_bbox: 0.0828, s0.loss_mask: 0.1888, s1.loss_cls: 0.0670, s1.acc: 95.0254, s1.loss_bbox: 0.0945, s1.loss_mask: 0.0896, s2.loss_cls: 0.0344, s2.acc: 94.7974, s2.loss_bbox: 0.0638, s2.loss_mask: 0.0425, loss: 1.0158 2022-06-08 05:59:51,306 - mmdet - INFO - Epoch [26][6500/7330] lr: 1.000e-04, eta: 1 day, 6:27:22, time: 1.463, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0250, loss_semantic_seg: 0.1648, s0.loss_cls: 0.1545, s0.acc: 94.2930, s0.loss_bbox: 0.0887, s0.loss_mask: 0.1945, s1.loss_cls: 0.0707, s1.acc: 94.6907, s1.loss_bbox: 0.0974, s1.loss_mask: 0.0913, s2.loss_cls: 0.0363, s2.acc: 94.5860, s2.loss_bbox: 0.0632, s2.loss_mask: 0.0427, loss: 1.0488 2022-06-08 06:01:05,905 - mmdet - INFO - Epoch [26][6550/7330] lr: 1.000e-04, eta: 1 day, 6:26:08, time: 1.492, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0251, loss_semantic_seg: 0.1699, s0.loss_cls: 0.1500, s0.acc: 94.6013, s0.loss_bbox: 0.0844, s0.loss_mask: 0.1869, s1.loss_cls: 0.0680, s1.acc: 95.0875, s1.loss_bbox: 0.0931, s1.loss_mask: 0.0882, s2.loss_cls: 0.0345, s2.acc: 95.0599, s2.loss_bbox: 0.0604, s2.loss_mask: 0.0418, loss: 1.0223 2022-06-08 06:02:19,227 - mmdet - INFO - Epoch [26][6600/7330] lr: 1.000e-04, eta: 1 day, 6:24:54, time: 1.466, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0248, loss_semantic_seg: 0.1621, s0.loss_cls: 0.1488, s0.acc: 94.4736, s0.loss_bbox: 0.0869, s0.loss_mask: 0.1898, s1.loss_cls: 0.0677, s1.acc: 94.9612, s1.loss_bbox: 0.0995, s1.loss_mask: 0.0894, s2.loss_cls: 0.0350, s2.acc: 94.7718, s2.loss_bbox: 0.0650, s2.loss_mask: 0.0420, loss: 1.0313 2022-06-08 06:03:32,906 - mmdet - INFO - Epoch [26][6650/7330] lr: 1.000e-04, eta: 1 day, 6:23:40, time: 1.474, data_time: 0.020, memory: 64799, loss_rpn_cls: 0.0188, loss_rpn_bbox: 0.0242, loss_semantic_seg: 0.1626, s0.loss_cls: 0.1527, s0.acc: 94.4319, s0.loss_bbox: 0.0865, s0.loss_mask: 0.1872, s1.loss_cls: 0.0716, s1.acc: 94.8263, s1.loss_bbox: 0.0977, s1.loss_mask: 0.0880, s2.loss_cls: 0.0360, s2.acc: 94.6964, s2.loss_bbox: 0.0640, s2.loss_mask: 0.0417, loss: 1.0311 2022-06-08 06:04:47,995 - mmdet - INFO - Epoch [26][6700/7330] lr: 1.000e-04, eta: 1 day, 6:22:26, time: 1.500, data_time: 0.021, memory: 64799, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0269, loss_semantic_seg: 0.1646, s0.loss_cls: 0.1561, s0.acc: 94.2078, s0.loss_bbox: 0.0908, s0.loss_mask: 0.1891, s1.loss_cls: 0.0716, s1.acc: 94.7399, s1.loss_bbox: 0.0994, s1.loss_mask: 0.0890, s2.loss_cls: 0.0372, s2.acc: 94.4381, s2.loss_bbox: 0.0639, s2.loss_mask: 0.0416, loss: 1.0513 2022-06-08 06:06:01,570 - mmdet - INFO - Exp name: htc++_beit_adapter_v2_large_fpn_3x_coco.py 2022-06-08 06:06:01,575 - mmdet - INFO - Epoch [26][6750/7330] lr: 1.000e-04, eta: 1 day, 6:21:12, time: 1.473, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0268, loss_semantic_seg: 0.1602, s0.loss_cls: 0.1587, s0.acc: 94.1880, s0.loss_bbox: 0.0883, s0.loss_mask: 0.1937, s1.loss_cls: 0.0741, s1.acc: 94.6734, s1.loss_bbox: 0.0987, s1.loss_mask: 0.0915, s2.loss_cls: 0.0375, s2.acc: 94.4425, s2.loss_bbox: 0.0651, s2.loss_mask: 0.0430, loss: 1.0589 2022-06-08 06:07:14,984 - mmdet - INFO - Epoch [26][6800/7330] lr: 1.000e-04, eta: 1 day, 6:19:58, time: 1.468, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0189, loss_rpn_bbox: 0.0251, loss_semantic_seg: 0.1631, s0.loss_cls: 0.1427, s0.acc: 94.7505, s0.loss_bbox: 0.0823, s0.loss_mask: 0.1854, s1.loss_cls: 0.0660, s1.acc: 95.2462, s1.loss_bbox: 0.0958, s1.loss_mask: 0.0865, s2.loss_cls: 0.0342, s2.acc: 94.8486, s2.loss_bbox: 0.0642, s2.loss_mask: 0.0412, loss: 1.0054 2022-06-08 06:08:28,169 - mmdet - INFO - Epoch [26][6850/7330] lr: 1.000e-04, eta: 1 day, 6:18:44, time: 1.464, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0191, loss_rpn_bbox: 0.0242, loss_semantic_seg: 0.1716, s0.loss_cls: 0.1542, s0.acc: 94.4941, s0.loss_bbox: 0.0826, s0.loss_mask: 0.1869, s1.loss_cls: 0.0709, s1.acc: 94.9877, s1.loss_bbox: 0.0915, s1.loss_mask: 0.0872, s2.loss_cls: 0.0360, s2.acc: 94.8009, s2.loss_bbox: 0.0601, s2.loss_mask: 0.0412, loss: 1.0255 2022-06-08 06:09:41,319 - mmdet - INFO - Epoch [26][6900/7330] lr: 1.000e-04, eta: 1 day, 6:17:30, time: 1.463, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0193, loss_rpn_bbox: 0.0258, loss_semantic_seg: 0.1657, s0.loss_cls: 0.1627, s0.acc: 94.0557, s0.loss_bbox: 0.0907, s0.loss_mask: 0.1915, s1.loss_cls: 0.0752, s1.acc: 94.4573, s1.loss_bbox: 0.1034, s1.loss_mask: 0.0901, s2.loss_cls: 0.0381, s2.acc: 94.3340, s2.loss_bbox: 0.0673, s2.loss_mask: 0.0424, loss: 1.0723 2022-06-08 06:10:55,095 - mmdet - INFO - Epoch [26][6950/7330] lr: 1.000e-04, eta: 1 day, 6:16:15, time: 1.475, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0269, loss_semantic_seg: 0.1641, s0.loss_cls: 0.1492, s0.acc: 94.5259, s0.loss_bbox: 0.0853, s0.loss_mask: 0.1870, s1.loss_cls: 0.0684, s1.acc: 94.9710, s1.loss_bbox: 0.0964, s1.loss_mask: 0.0880, s2.loss_cls: 0.0344, s2.acc: 94.8180, s2.loss_bbox: 0.0618, s2.loss_mask: 0.0414, loss: 1.0244 2022-06-08 06:12:07,723 - mmdet - INFO - Epoch [26][7000/7330] lr: 1.000e-04, eta: 1 day, 6:15:01, time: 1.453, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0188, loss_rpn_bbox: 0.0249, loss_semantic_seg: 0.1610, s0.loss_cls: 0.1440, s0.acc: 94.6780, s0.loss_bbox: 0.0825, s0.loss_mask: 0.1831, s1.loss_cls: 0.0657, s1.acc: 95.1829, s1.loss_bbox: 0.0940, s1.loss_mask: 0.0869, s2.loss_cls: 0.0340, s2.acc: 94.9610, s2.loss_bbox: 0.0605, s2.loss_mask: 0.0408, loss: 0.9961 2022-06-08 06:13:21,649 - mmdet - INFO - Epoch [26][7050/7330] lr: 1.000e-04, eta: 1 day, 6:13:47, time: 1.478, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0269, loss_semantic_seg: 0.1636, s0.loss_cls: 0.1584, s0.acc: 94.1497, s0.loss_bbox: 0.0889, s0.loss_mask: 0.1893, s1.loss_cls: 0.0726, s1.acc: 94.6933, s1.loss_bbox: 0.1013, s1.loss_mask: 0.0897, s2.loss_cls: 0.0377, s2.acc: 94.3895, s2.loss_bbox: 0.0655, s2.loss_mask: 0.0421, loss: 1.0561 2022-06-08 06:14:34,819 - mmdet - INFO - Epoch [26][7100/7330] lr: 1.000e-04, eta: 1 day, 6:12:33, time: 1.464, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0255, loss_semantic_seg: 0.1630, s0.loss_cls: 0.1569, s0.acc: 94.2336, s0.loss_bbox: 0.0869, s0.loss_mask: 0.1892, s1.loss_cls: 0.0733, s1.acc: 94.6569, s1.loss_bbox: 0.0966, s1.loss_mask: 0.0894, s2.loss_cls: 0.0368, s2.acc: 94.5878, s2.loss_bbox: 0.0647, s2.loss_mask: 0.0426, loss: 1.0449 2022-06-08 06:15:48,663 - mmdet - INFO - Epoch [26][7150/7330] lr: 1.000e-04, eta: 1 day, 6:11:19, time: 1.477, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0159, loss_rpn_bbox: 0.0245, loss_semantic_seg: 0.1618, s0.loss_cls: 0.1505, s0.acc: 94.4597, s0.loss_bbox: 0.0821, s0.loss_mask: 0.1828, s1.loss_cls: 0.0691, s1.acc: 94.8677, s1.loss_bbox: 0.0929, s1.loss_mask: 0.0872, s2.loss_cls: 0.0352, s2.acc: 94.7502, s2.loss_bbox: 0.0619, s2.loss_mask: 0.0414, loss: 1.0052 2022-06-08 06:17:02,017 - mmdet - INFO - Epoch [26][7200/7330] lr: 1.000e-04, eta: 1 day, 6:10:05, time: 1.467, data_time: 0.012, memory: 64799, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0263, loss_semantic_seg: 0.1628, s0.loss_cls: 0.1530, s0.acc: 94.3008, s0.loss_bbox: 0.0880, s0.loss_mask: 0.1885, s1.loss_cls: 0.0728, s1.acc: 94.6120, s1.loss_bbox: 0.0989, s1.loss_mask: 0.0887, s2.loss_cls: 0.0371, s2.acc: 94.3909, s2.loss_bbox: 0.0631, s2.loss_mask: 0.0418, loss: 1.0407 2022-06-08 06:18:15,950 - mmdet - INFO - Epoch [26][7250/7330] lr: 1.000e-04, eta: 1 day, 6:08:51, time: 1.479, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0187, loss_rpn_bbox: 0.0258, loss_semantic_seg: 0.1592, s0.loss_cls: 0.1467, s0.acc: 94.6018, s0.loss_bbox: 0.0857, s0.loss_mask: 0.1877, s1.loss_cls: 0.0677, s1.acc: 95.0343, s1.loss_bbox: 0.0983, s1.loss_mask: 0.0890, s2.loss_cls: 0.0346, s2.acc: 94.7914, s2.loss_bbox: 0.0638, s2.loss_mask: 0.0417, loss: 1.0191 2022-06-08 06:19:29,995 - mmdet - INFO - Epoch [26][7300/7330] lr: 1.000e-04, eta: 1 day, 6:07:37, time: 1.481, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0270, loss_semantic_seg: 0.1666, s0.loss_cls: 0.1609, s0.acc: 94.1985, s0.loss_bbox: 0.0900, s0.loss_mask: 0.1942, s1.loss_cls: 0.0741, s1.acc: 94.6505, s1.loss_bbox: 0.1012, s1.loss_mask: 0.0915, s2.loss_cls: 0.0375, s2.acc: 94.4454, s2.loss_bbox: 0.0648, s2.loss_mask: 0.0429, loss: 1.0709 2022-06-08 06:20:32,538 - mmdet - INFO - Saving checkpoint at 26 epochs 2022-06-08 06:24:38,222 - mmdet - INFO - Evaluating bbox... 2022-06-08 06:25:25,255 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.562 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.749 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.622 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.415 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.599 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.698 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.729 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.729 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.729 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.598 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.766 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.854 2022-06-08 06:25:25,256 - mmdet - INFO - Evaluating segm... 2022-06-08 06:26:18,868 - 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 ] = 0.729 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.535 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.304 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.523 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.669 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 ] = 0.489 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.671 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.772 2022-06-08 06:26:19,708 - mmdet - INFO - Exp name: htc++_beit_adapter_v2_large_fpn_3x_coco.py 2022-06-08 06:26:19,710 - mmdet - INFO - Epoch(val) [26][313] bbox_mAP: 0.5620, bbox_mAP_50: 0.7490, bbox_mAP_75: 0.6220, bbox_mAP_s: 0.4150, bbox_mAP_m: 0.5990, bbox_mAP_l: 0.6980, bbox_mAP_copypaste: 0.562 0.749 0.622 0.415 0.599 0.698, segm_mAP: 0.4890, segm_mAP_50: 0.7290, segm_mAP_75: 0.5350, segm_mAP_s: 0.3040, segm_mAP_m: 0.5230, segm_mAP_l: 0.6690, segm_mAP_copypaste: 0.489 0.729 0.535 0.304 0.523 0.669 2022-06-08 06:30:53,371 - mmdet - INFO - Epoch [27][50/7330] lr: 1.000e-04, eta: 1 day, 6:06:38, time: 5.473, data_time: 4.010, memory: 64799, loss_rpn_cls: 0.0193, loss_rpn_bbox: 0.0276, loss_semantic_seg: 0.1633, s0.loss_cls: 0.1475, s0.acc: 94.4788, s0.loss_bbox: 0.0826, s0.loss_mask: 0.1823, s1.loss_cls: 0.0681, s1.acc: 94.8884, s1.loss_bbox: 0.0927, s1.loss_mask: 0.0862, s2.loss_cls: 0.0347, s2.acc: 94.7716, s2.loss_bbox: 0.0617, s2.loss_mask: 0.0410, loss: 1.0070 2022-06-08 06:32:06,296 - mmdet - INFO - Epoch [27][100/7330] lr: 1.000e-04, eta: 1 day, 6:05:24, time: 1.459, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0250, loss_semantic_seg: 0.1569, s0.loss_cls: 0.1522, s0.acc: 94.3608, s0.loss_bbox: 0.0845, s0.loss_mask: 0.1884, s1.loss_cls: 0.0705, s1.acc: 94.8268, s1.loss_bbox: 0.0961, s1.loss_mask: 0.0890, s2.loss_cls: 0.0355, s2.acc: 94.7829, s2.loss_bbox: 0.0634, s2.loss_mask: 0.0421, loss: 1.0235 2022-06-08 06:33:18,532 - mmdet - INFO - Epoch [27][150/7330] lr: 1.000e-04, eta: 1 day, 6:04:09, time: 1.445, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0180, loss_rpn_bbox: 0.0246, loss_semantic_seg: 0.1572, s0.loss_cls: 0.1389, s0.acc: 94.8755, s0.loss_bbox: 0.0815, s0.loss_mask: 0.1825, s1.loss_cls: 0.0627, s1.acc: 95.3527, s1.loss_bbox: 0.0937, s1.loss_mask: 0.0856, s2.loss_cls: 0.0326, s2.acc: 95.0334, s2.loss_bbox: 0.0627, s2.loss_mask: 0.0407, loss: 0.9806 2022-06-08 06:34:32,093 - mmdet - INFO - Epoch [27][200/7330] lr: 1.000e-04, eta: 1 day, 6:02:55, time: 1.471, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0271, loss_semantic_seg: 0.1625, s0.loss_cls: 0.1500, s0.acc: 94.3838, s0.loss_bbox: 0.0859, s0.loss_mask: 0.1834, s1.loss_cls: 0.0697, s1.acc: 94.8799, s1.loss_bbox: 0.0959, s1.loss_mask: 0.0862, s2.loss_cls: 0.0352, s2.acc: 94.7088, s2.loss_bbox: 0.0629, s2.loss_mask: 0.0407, loss: 1.0191 2022-06-08 06:35:45,281 - mmdet - INFO - Epoch [27][250/7330] lr: 1.000e-04, eta: 1 day, 6:01:41, time: 1.464, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0255, loss_semantic_seg: 0.1571, s0.loss_cls: 0.1485, s0.acc: 94.4968, s0.loss_bbox: 0.0851, s0.loss_mask: 0.1848, s1.loss_cls: 0.0678, s1.acc: 94.9882, s1.loss_bbox: 0.0950, s1.loss_mask: 0.0870, s2.loss_cls: 0.0343, s2.acc: 94.7773, s2.loss_bbox: 0.0639, s2.loss_mask: 0.0413, loss: 1.0104 2022-06-08 06:36:58,728 - mmdet - INFO - Epoch [27][300/7330] lr: 1.000e-04, eta: 1 day, 6:00:26, time: 1.469, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0266, loss_semantic_seg: 0.1556, s0.loss_cls: 0.1532, s0.acc: 94.2329, s0.loss_bbox: 0.0890, s0.loss_mask: 0.1931, s1.loss_cls: 0.0710, s1.acc: 94.6904, s1.loss_bbox: 0.1009, s1.loss_mask: 0.0907, s2.loss_cls: 0.0358, s2.acc: 94.5377, s2.loss_bbox: 0.0664, s2.loss_mask: 0.0427, loss: 1.0451 2022-06-08 06:38:13,240 - mmdet - INFO - Epoch [27][350/7330] lr: 1.000e-04, eta: 1 day, 5:59:13, time: 1.487, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0168, loss_rpn_bbox: 0.0241, loss_semantic_seg: 0.1576, s0.loss_cls: 0.1382, s0.acc: 94.8628, s0.loss_bbox: 0.0818, s0.loss_mask: 0.1785, s1.loss_cls: 0.0638, s1.acc: 95.2708, s1.loss_bbox: 0.0916, s1.loss_mask: 0.0839, s2.loss_cls: 0.0325, s2.acc: 95.1324, s2.loss_bbox: 0.0617, s2.loss_mask: 0.0398, loss: 0.9703 2022-06-08 06:39:26,783 - mmdet - INFO - Epoch [27][400/7330] lr: 1.000e-04, eta: 1 day, 5:57:58, time: 1.472, data_time: 0.024, memory: 64799, loss_rpn_cls: 0.0191, loss_rpn_bbox: 0.0263, loss_semantic_seg: 0.1617, s0.loss_cls: 0.1560, s0.acc: 94.3286, s0.loss_bbox: 0.0862, s0.loss_mask: 0.1889, s1.loss_cls: 0.0722, s1.acc: 94.8307, s1.loss_bbox: 0.0964, s1.loss_mask: 0.0888, s2.loss_cls: 0.0362, s2.acc: 94.7456, s2.loss_bbox: 0.0626, s2.loss_mask: 0.0419, loss: 1.0363 2022-06-08 06:40:40,333 - mmdet - INFO - Epoch [27][450/7330] lr: 1.000e-04, eta: 1 day, 5:56:44, time: 1.473, data_time: 0.022, memory: 64799, loss_rpn_cls: 0.0183, loss_rpn_bbox: 0.0264, loss_semantic_seg: 0.1607, s0.loss_cls: 0.1461, s0.acc: 94.5342, s0.loss_bbox: 0.0836, s0.loss_mask: 0.1865, s1.loss_cls: 0.0673, s1.acc: 95.0397, s1.loss_bbox: 0.0920, s1.loss_mask: 0.0878, s2.loss_cls: 0.0342, s2.acc: 94.8695, s2.loss_bbox: 0.0605, s2.loss_mask: 0.0415, loss: 1.0048 2022-06-08 06:41:54,321 - mmdet - INFO - Epoch [27][500/7330] lr: 1.000e-04, eta: 1 day, 5:55:30, time: 1.480, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0246, loss_semantic_seg: 0.1615, s0.loss_cls: 0.1447, s0.acc: 94.6843, s0.loss_bbox: 0.0812, s0.loss_mask: 0.1800, s1.loss_cls: 0.0662, s1.acc: 95.1018, s1.loss_bbox: 0.0918, s1.loss_mask: 0.0846, s2.loss_cls: 0.0338, s2.acc: 94.9244, s2.loss_bbox: 0.0603, s2.loss_mask: 0.0401, loss: 0.9885 2022-06-08 06:43:07,921 - mmdet - INFO - Epoch [27][550/7330] lr: 1.000e-04, eta: 1 day, 5:54:16, time: 1.472, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0244, loss_semantic_seg: 0.1608, s0.loss_cls: 0.1489, s0.acc: 94.5364, s0.loss_bbox: 0.0841, s0.loss_mask: 0.1859, s1.loss_cls: 0.0679, s1.acc: 95.1235, s1.loss_bbox: 0.0930, s1.loss_mask: 0.0870, s2.loss_cls: 0.0345, s2.acc: 94.9740, s2.loss_bbox: 0.0602, s2.loss_mask: 0.0406, loss: 1.0068 2022-06-08 06:44:21,145 - mmdet - INFO - Epoch [27][600/7330] lr: 1.000e-04, eta: 1 day, 5:53:02, time: 1.464, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0180, loss_rpn_bbox: 0.0246, loss_semantic_seg: 0.1576, s0.loss_cls: 0.1487, s0.acc: 94.5747, s0.loss_bbox: 0.0851, s0.loss_mask: 0.1858, s1.loss_cls: 0.0680, s1.acc: 95.0818, s1.loss_bbox: 0.0981, s1.loss_mask: 0.0877, s2.loss_cls: 0.0345, s2.acc: 94.9837, s2.loss_bbox: 0.0657, s2.loss_mask: 0.0412, loss: 1.0149 2022-06-08 06:45:34,528 - mmdet - INFO - Epoch [27][650/7330] lr: 1.000e-04, eta: 1 day, 5:51:48, time: 1.468, data_time: 0.022, memory: 64799, loss_rpn_cls: 0.0189, loss_rpn_bbox: 0.0253, loss_semantic_seg: 0.1664, s0.loss_cls: 0.1552, s0.acc: 94.3682, s0.loss_bbox: 0.0849, s0.loss_mask: 0.1863, s1.loss_cls: 0.0710, s1.acc: 94.9168, s1.loss_bbox: 0.0945, s1.loss_mask: 0.0882, s2.loss_cls: 0.0361, s2.acc: 94.7682, s2.loss_bbox: 0.0626, s2.loss_mask: 0.0416, loss: 1.0311 2022-06-08 06:46:48,061 - mmdet - INFO - Epoch [27][700/7330] lr: 1.000e-04, eta: 1 day, 5:50:33, time: 1.471, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0193, loss_rpn_bbox: 0.0253, loss_semantic_seg: 0.1640, s0.loss_cls: 0.1541, s0.acc: 94.3987, s0.loss_bbox: 0.0861, s0.loss_mask: 0.1822, s1.loss_cls: 0.0699, s1.acc: 94.8719, s1.loss_bbox: 0.0938, s1.loss_mask: 0.0861, s2.loss_cls: 0.0357, s2.acc: 94.7129, s2.loss_bbox: 0.0609, s2.loss_mask: 0.0408, loss: 1.0184 2022-06-08 06:48:02,340 - mmdet - INFO - Epoch [27][750/7330] lr: 1.000e-04, eta: 1 day, 5:49:20, time: 1.485, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0250, loss_semantic_seg: 0.1620, s0.loss_cls: 0.1529, s0.acc: 94.3599, s0.loss_bbox: 0.0844, s0.loss_mask: 0.1904, s1.loss_cls: 0.0713, s1.acc: 94.7759, s1.loss_bbox: 0.0970, s1.loss_mask: 0.0900, s2.loss_cls: 0.0357, s2.acc: 94.6582, s2.loss_bbox: 0.0635, s2.loss_mask: 0.0424, loss: 1.0350 2022-06-08 06:49:15,280 - mmdet - INFO - Epoch [27][800/7330] lr: 1.000e-04, eta: 1 day, 5:48:05, time: 1.457, data_time: 0.021, memory: 64799, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0237, loss_semantic_seg: 0.1620, s0.loss_cls: 0.1476, s0.acc: 94.6279, s0.loss_bbox: 0.0832, s0.loss_mask: 0.1815, s1.loss_cls: 0.0663, s1.acc: 95.1917, s1.loss_bbox: 0.0956, s1.loss_mask: 0.0864, s2.loss_cls: 0.0341, s2.acc: 94.8913, s2.loss_bbox: 0.0635, s2.loss_mask: 0.0411, loss: 1.0051 2022-06-08 06:50:28,570 - mmdet - INFO - Epoch [27][850/7330] lr: 1.000e-04, eta: 1 day, 5:46:51, time: 1.468, data_time: 0.022, memory: 64799, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0253, loss_semantic_seg: 0.1599, s0.loss_cls: 0.1482, s0.acc: 94.5884, s0.loss_bbox: 0.0844, s0.loss_mask: 0.1864, s1.loss_cls: 0.0680, s1.acc: 95.0821, s1.loss_bbox: 0.0960, s1.loss_mask: 0.0876, s2.loss_cls: 0.0344, s2.acc: 94.9055, s2.loss_bbox: 0.0630, s2.loss_mask: 0.0416, loss: 1.0143 2022-06-08 06:51:42,290 - mmdet - INFO - Epoch [27][900/7330] lr: 1.000e-04, eta: 1 day, 5:45:37, time: 1.474, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0183, loss_rpn_bbox: 0.0247, loss_semantic_seg: 0.1662, s0.loss_cls: 0.1480, s0.acc: 94.5981, s0.loss_bbox: 0.0842, s0.loss_mask: 0.1863, s1.loss_cls: 0.0675, s1.acc: 95.1360, s1.loss_bbox: 0.0925, s1.loss_mask: 0.0878, s2.loss_cls: 0.0341, s2.acc: 95.0053, s2.loss_bbox: 0.0618, s2.loss_mask: 0.0418, loss: 1.0132 2022-06-08 06:52:57,193 - mmdet - INFO - Epoch [27][950/7330] lr: 1.000e-04, eta: 1 day, 5:44:23, time: 1.497, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0180, loss_rpn_bbox: 0.0232, loss_semantic_seg: 0.1667, s0.loss_cls: 0.1455, s0.acc: 94.6204, s0.loss_bbox: 0.0804, s0.loss_mask: 0.1793, s1.loss_cls: 0.0669, s1.acc: 95.1477, s1.loss_bbox: 0.0896, s1.loss_mask: 0.0851, s2.loss_cls: 0.0341, s2.acc: 94.9907, s2.loss_bbox: 0.0605, s2.loss_mask: 0.0404, loss: 0.9897 2022-06-08 06:54:10,009 - mmdet - INFO - Epoch [27][1000/7330] lr: 1.000e-04, eta: 1 day, 5:43:09, time: 1.457, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0182, loss_rpn_bbox: 0.0252, loss_semantic_seg: 0.1585, s0.loss_cls: 0.1450, s0.acc: 94.6245, s0.loss_bbox: 0.0847, s0.loss_mask: 0.1907, s1.loss_cls: 0.0658, s1.acc: 95.1294, s1.loss_bbox: 0.0971, s1.loss_mask: 0.0904, s2.loss_cls: 0.0335, s2.acc: 94.9551, s2.loss_bbox: 0.0635, s2.loss_mask: 0.0425, loss: 1.0151 2022-06-08 06:55:24,378 - mmdet - INFO - Epoch [27][1050/7330] lr: 1.000e-04, eta: 1 day, 5:41:55, time: 1.487, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0180, loss_rpn_bbox: 0.0236, loss_semantic_seg: 0.1578, s0.loss_cls: 0.1419, s0.acc: 94.7751, s0.loss_bbox: 0.0795, s0.loss_mask: 0.1831, s1.loss_cls: 0.0648, s1.acc: 95.2089, s1.loss_bbox: 0.0924, s1.loss_mask: 0.0873, s2.loss_cls: 0.0334, s2.acc: 94.9571, s2.loss_bbox: 0.0612, s2.loss_mask: 0.0415, loss: 0.9845 2022-06-08 06:56:38,418 - mmdet - INFO - Epoch [27][1100/7330] lr: 1.000e-04, eta: 1 day, 5:40:41, time: 1.481, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0175, loss_rpn_bbox: 0.0248, loss_semantic_seg: 0.1639, s0.loss_cls: 0.1464, s0.acc: 94.5542, s0.loss_bbox: 0.0845, s0.loss_mask: 0.1856, s1.loss_cls: 0.0668, s1.acc: 95.0424, s1.loss_bbox: 0.0952, s1.loss_mask: 0.0878, s2.loss_cls: 0.0340, s2.acc: 94.8336, s2.loss_bbox: 0.0627, s2.loss_mask: 0.0414, loss: 1.0105 2022-06-08 06:57:52,595 - mmdet - INFO - Epoch [27][1150/7330] lr: 1.000e-04, eta: 1 day, 5:39:27, time: 1.483, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0188, loss_rpn_bbox: 0.0246, loss_semantic_seg: 0.1612, s0.loss_cls: 0.1464, s0.acc: 94.5603, s0.loss_bbox: 0.0826, s0.loss_mask: 0.1817, s1.loss_cls: 0.0671, s1.acc: 95.0106, s1.loss_bbox: 0.0931, s1.loss_mask: 0.0858, s2.loss_cls: 0.0343, s2.acc: 94.9327, s2.loss_bbox: 0.0615, s2.loss_mask: 0.0407, loss: 0.9978 2022-06-08 06:59:05,554 - mmdet - INFO - Epoch [27][1200/7330] lr: 1.000e-04, eta: 1 day, 5:38:13, time: 1.459, data_time: 0.012, memory: 64799, loss_rpn_cls: 0.0175, loss_rpn_bbox: 0.0246, loss_semantic_seg: 0.1589, s0.loss_cls: 0.1400, s0.acc: 94.9503, s0.loss_bbox: 0.0794, s0.loss_mask: 0.1749, s1.loss_cls: 0.0630, s1.acc: 95.4876, s1.loss_bbox: 0.0910, s1.loss_mask: 0.0825, s2.loss_cls: 0.0321, s2.acc: 95.2755, s2.loss_bbox: 0.0609, s2.loss_mask: 0.0392, loss: 0.9640 2022-06-08 07:00:18,884 - mmdet - INFO - Epoch [27][1250/7330] lr: 1.000e-04, eta: 1 day, 5:36:58, time: 1.467, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0258, loss_semantic_seg: 0.1625, s0.loss_cls: 0.1490, s0.acc: 94.4175, s0.loss_bbox: 0.0857, s0.loss_mask: 0.1923, s1.loss_cls: 0.0692, s1.acc: 94.8378, s1.loss_bbox: 0.0953, s1.loss_mask: 0.0908, s2.loss_cls: 0.0358, s2.acc: 94.6728, s2.loss_bbox: 0.0633, s2.loss_mask: 0.0431, loss: 1.0330 2022-06-08 07:01:32,871 - mmdet - INFO - Epoch [27][1300/7330] lr: 1.000e-04, eta: 1 day, 5:35:44, time: 1.479, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0192, loss_rpn_bbox: 0.0255, loss_semantic_seg: 0.1575, s0.loss_cls: 0.1475, s0.acc: 94.5981, s0.loss_bbox: 0.0855, s0.loss_mask: 0.1857, s1.loss_cls: 0.0689, s1.acc: 95.0075, s1.loss_bbox: 0.0979, s1.loss_mask: 0.0878, s2.loss_cls: 0.0354, s2.acc: 94.7074, s2.loss_bbox: 0.0636, s2.loss_mask: 0.0416, loss: 1.0160 2022-06-08 07:02:46,102 - mmdet - INFO - Epoch [27][1350/7330] lr: 1.000e-04, eta: 1 day, 5:34:30, time: 1.465, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0188, loss_rpn_bbox: 0.0254, loss_semantic_seg: 0.1619, s0.loss_cls: 0.1463, s0.acc: 94.5559, s0.loss_bbox: 0.0855, s0.loss_mask: 0.1868, s1.loss_cls: 0.0677, s1.acc: 95.0489, s1.loss_bbox: 0.0974, s1.loss_mask: 0.0880, s2.loss_cls: 0.0344, s2.acc: 94.8365, s2.loss_bbox: 0.0640, s2.loss_mask: 0.0418, loss: 1.0179 2022-06-08 07:04:00,115 - mmdet - INFO - Epoch [27][1400/7330] lr: 1.000e-04, eta: 1 day, 5:33:16, time: 1.480, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0187, loss_rpn_bbox: 0.0260, loss_semantic_seg: 0.1570, s0.loss_cls: 0.1517, s0.acc: 94.4526, s0.loss_bbox: 0.0858, s0.loss_mask: 0.1918, s1.loss_cls: 0.0699, s1.acc: 94.9576, s1.loss_bbox: 0.0970, s1.loss_mask: 0.0910, s2.loss_cls: 0.0352, s2.acc: 94.7859, s2.loss_bbox: 0.0642, s2.loss_mask: 0.0428, loss: 1.0312 2022-06-08 07:05:13,253 - mmdet - INFO - Epoch [27][1450/7330] lr: 1.000e-04, eta: 1 day, 5:32:02, time: 1.463, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0283, loss_semantic_seg: 0.1633, s0.loss_cls: 0.1524, s0.acc: 94.3889, s0.loss_bbox: 0.0868, s0.loss_mask: 0.1897, s1.loss_cls: 0.0698, s1.acc: 94.8751, s1.loss_bbox: 0.0977, s1.loss_mask: 0.0899, s2.loss_cls: 0.0351, s2.acc: 94.7637, s2.loss_bbox: 0.0633, s2.loss_mask: 0.0423, loss: 1.0396 2022-06-08 07:06:26,285 - mmdet - INFO - Epoch [27][1500/7330] lr: 1.000e-04, eta: 1 day, 5:30:48, time: 1.460, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0192, loss_rpn_bbox: 0.0261, loss_semantic_seg: 0.1573, s0.loss_cls: 0.1497, s0.acc: 94.3867, s0.loss_bbox: 0.0848, s0.loss_mask: 0.1871, s1.loss_cls: 0.0696, s1.acc: 94.8204, s1.loss_bbox: 0.0952, s1.loss_mask: 0.0884, s2.loss_cls: 0.0352, s2.acc: 94.7743, s2.loss_bbox: 0.0634, s2.loss_mask: 0.0414, loss: 1.0173 2022-06-08 07:07:40,082 - mmdet - INFO - Epoch [27][1550/7330] lr: 1.000e-04, eta: 1 day, 5:29:33, time: 1.476, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0189, loss_rpn_bbox: 0.0255, loss_semantic_seg: 0.1549, s0.loss_cls: 0.1510, s0.acc: 94.4148, s0.loss_bbox: 0.0874, s0.loss_mask: 0.1859, s1.loss_cls: 0.0696, s1.acc: 94.8976, s1.loss_bbox: 0.0986, s1.loss_mask: 0.0881, s2.loss_cls: 0.0357, s2.acc: 94.7693, s2.loss_bbox: 0.0635, s2.loss_mask: 0.0416, loss: 1.0208 2022-06-08 07:08:53,613 - mmdet - INFO - Epoch [27][1600/7330] lr: 1.000e-04, eta: 1 day, 5:28:19, time: 1.469, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0182, loss_rpn_bbox: 0.0249, loss_semantic_seg: 0.1554, s0.loss_cls: 0.1446, s0.acc: 94.5564, s0.loss_bbox: 0.0838, s0.loss_mask: 0.1846, s1.loss_cls: 0.0670, s1.acc: 95.0434, s1.loss_bbox: 0.0968, s1.loss_mask: 0.0867, s2.loss_cls: 0.0347, s2.acc: 94.8840, s2.loss_bbox: 0.0636, s2.loss_mask: 0.0407, loss: 1.0011 2022-06-08 07:10:07,172 - mmdet - INFO - Epoch [27][1650/7330] lr: 1.000e-04, eta: 1 day, 5:27:05, time: 1.473, data_time: 0.022, memory: 64799, loss_rpn_cls: 0.0191, loss_rpn_bbox: 0.0255, loss_semantic_seg: 0.1567, s0.loss_cls: 0.1525, s0.acc: 94.3184, s0.loss_bbox: 0.0853, s0.loss_mask: 0.1885, s1.loss_cls: 0.0685, s1.acc: 94.8928, s1.loss_bbox: 0.0958, s1.loss_mask: 0.0888, s2.loss_cls: 0.0352, s2.acc: 94.7895, s2.loss_bbox: 0.0634, s2.loss_mask: 0.0421, loss: 1.0216 2022-06-08 07:11:21,015 - mmdet - INFO - Epoch [27][1700/7330] lr: 1.000e-04, eta: 1 day, 5:25:51, time: 1.477, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0188, loss_rpn_bbox: 0.0256, loss_semantic_seg: 0.1612, s0.loss_cls: 0.1523, s0.acc: 94.3708, s0.loss_bbox: 0.0852, s0.loss_mask: 0.1854, s1.loss_cls: 0.0700, s1.acc: 94.8455, s1.loss_bbox: 0.0955, s1.loss_mask: 0.0863, s2.loss_cls: 0.0352, s2.acc: 94.7443, s2.loss_bbox: 0.0641, s2.loss_mask: 0.0408, loss: 1.0203 2022-06-08 07:12:34,746 - mmdet - INFO - Epoch [27][1750/7330] lr: 1.000e-04, eta: 1 day, 5:24:37, time: 1.475, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0191, loss_rpn_bbox: 0.0248, loss_semantic_seg: 0.1599, s0.loss_cls: 0.1488, s0.acc: 94.5234, s0.loss_bbox: 0.0835, s0.loss_mask: 0.1846, s1.loss_cls: 0.0675, s1.acc: 95.1000, s1.loss_bbox: 0.0954, s1.loss_mask: 0.0870, s2.loss_cls: 0.0341, s2.acc: 94.8465, s2.loss_bbox: 0.0629, s2.loss_mask: 0.0411, loss: 1.0087 2022-06-08 07:13:47,467 - mmdet - INFO - Epoch [27][1800/7330] lr: 1.000e-04, eta: 1 day, 5:23:23, time: 1.454, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0183, loss_rpn_bbox: 0.0268, loss_semantic_seg: 0.1584, s0.loss_cls: 0.1570, s0.acc: 94.1641, s0.loss_bbox: 0.0896, s0.loss_mask: 0.1869, s1.loss_cls: 0.0724, s1.acc: 94.6645, s1.loss_bbox: 0.1002, s1.loss_mask: 0.0877, s2.loss_cls: 0.0373, s2.acc: 94.4035, s2.loss_bbox: 0.0654, s2.loss_mask: 0.0416, loss: 1.0418 2022-06-08 07:15:01,875 - mmdet - INFO - Epoch [27][1850/7330] lr: 1.000e-04, eta: 1 day, 5:22:09, time: 1.488, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0186, loss_rpn_bbox: 0.0254, loss_semantic_seg: 0.1534, s0.loss_cls: 0.1491, s0.acc: 94.4233, s0.loss_bbox: 0.0845, s0.loss_mask: 0.1889, s1.loss_cls: 0.0675, s1.acc: 94.9152, s1.loss_bbox: 0.0970, s1.loss_mask: 0.0897, s2.loss_cls: 0.0346, s2.acc: 94.7334, s2.loss_bbox: 0.0636, s2.loss_mask: 0.0424, loss: 1.0147 2022-06-08 07:16:15,225 - mmdet - INFO - Epoch [27][1900/7330] lr: 1.000e-04, eta: 1 day, 5:20:55, time: 1.467, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0165, loss_rpn_bbox: 0.0236, loss_semantic_seg: 0.1610, s0.loss_cls: 0.1485, s0.acc: 94.5879, s0.loss_bbox: 0.0838, s0.loss_mask: 0.1860, s1.loss_cls: 0.0679, s1.acc: 95.0157, s1.loss_bbox: 0.0959, s1.loss_mask: 0.0878, s2.loss_cls: 0.0361, s2.acc: 94.6235, s2.loss_bbox: 0.0640, s2.loss_mask: 0.0415, loss: 1.0125 2022-06-08 07:17:29,013 - mmdet - INFO - Epoch [27][1950/7330] lr: 1.000e-04, eta: 1 day, 5:19:40, time: 1.476, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0263, loss_semantic_seg: 0.1544, s0.loss_cls: 0.1536, s0.acc: 94.3748, s0.loss_bbox: 0.0870, s0.loss_mask: 0.1879, s1.loss_cls: 0.0713, s1.acc: 94.8083, s1.loss_bbox: 0.0997, s1.loss_mask: 0.0882, s2.loss_cls: 0.0368, s2.acc: 94.5232, s2.loss_bbox: 0.0664, s2.loss_mask: 0.0417, loss: 1.0329 2022-06-08 07:18:42,188 - mmdet - INFO - Epoch [27][2000/7330] lr: 1.000e-04, eta: 1 day, 5:18:26, time: 1.463, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0163, loss_rpn_bbox: 0.0227, loss_semantic_seg: 0.1541, s0.loss_cls: 0.1469, s0.acc: 94.5117, s0.loss_bbox: 0.0841, s0.loss_mask: 0.1841, s1.loss_cls: 0.0673, s1.acc: 95.0279, s1.loss_bbox: 0.0964, s1.loss_mask: 0.0876, s2.loss_cls: 0.0344, s2.acc: 94.8262, s2.loss_bbox: 0.0637, s2.loss_mask: 0.0416, loss: 0.9991 2022-06-08 07:19:55,698 - mmdet - INFO - Epoch [27][2050/7330] lr: 1.000e-04, eta: 1 day, 5:17:12, time: 1.471, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0178, loss_rpn_bbox: 0.0241, loss_semantic_seg: 0.1641, s0.loss_cls: 0.1530, s0.acc: 94.3430, s0.loss_bbox: 0.0853, s0.loss_mask: 0.1859, s1.loss_cls: 0.0721, s1.acc: 94.7678, s1.loss_bbox: 0.0997, s1.loss_mask: 0.0879, s2.loss_cls: 0.0368, s2.acc: 94.6185, s2.loss_bbox: 0.0662, s2.loss_mask: 0.0420, loss: 1.0348 2022-06-08 07:21:08,719 - mmdet - INFO - Epoch [27][2100/7330] lr: 1.000e-04, eta: 1 day, 5:15:58, time: 1.460, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0172, loss_rpn_bbox: 0.0253, loss_semantic_seg: 0.1565, s0.loss_cls: 0.1481, s0.acc: 94.6282, s0.loss_bbox: 0.0818, s0.loss_mask: 0.1827, s1.loss_cls: 0.0685, s1.acc: 95.1202, s1.loss_bbox: 0.0952, s1.loss_mask: 0.0861, s2.loss_cls: 0.0354, s2.acc: 94.8671, s2.loss_bbox: 0.0636, s2.loss_mask: 0.0409, loss: 1.0013 2022-06-08 07:22:21,868 - mmdet - INFO - Epoch [27][2150/7330] lr: 1.000e-04, eta: 1 day, 5:14:43, time: 1.463, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0186, loss_rpn_bbox: 0.0256, loss_semantic_seg: 0.1652, s0.loss_cls: 0.1544, s0.acc: 94.3008, s0.loss_bbox: 0.0867, s0.loss_mask: 0.1808, s1.loss_cls: 0.0717, s1.acc: 94.8027, s1.loss_bbox: 0.0975, s1.loss_mask: 0.0855, s2.loss_cls: 0.0367, s2.acc: 94.6398, s2.loss_bbox: 0.0646, s2.loss_mask: 0.0408, loss: 1.0282 2022-06-08 07:23:34,590 - mmdet - INFO - Epoch [27][2200/7330] lr: 1.000e-04, eta: 1 day, 5:13:29, time: 1.454, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0172, loss_rpn_bbox: 0.0234, loss_semantic_seg: 0.1619, s0.loss_cls: 0.1486, s0.acc: 94.5254, s0.loss_bbox: 0.0831, s0.loss_mask: 0.1853, s1.loss_cls: 0.0673, s1.acc: 95.1951, s1.loss_bbox: 0.0948, s1.loss_mask: 0.0877, s2.loss_cls: 0.0341, s2.acc: 95.0037, s2.loss_bbox: 0.0624, s2.loss_mask: 0.0416, loss: 1.0074 2022-06-08 07:24:47,454 - mmdet - INFO - Epoch [27][2250/7330] lr: 1.000e-04, eta: 1 day, 5:12:14, time: 1.457, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0284, loss_semantic_seg: 0.1562, s0.loss_cls: 0.1606, s0.acc: 94.1108, s0.loss_bbox: 0.0905, s0.loss_mask: 0.1897, s1.loss_cls: 0.0753, s1.acc: 94.5203, s1.loss_bbox: 0.1019, s1.loss_mask: 0.0892, s2.loss_cls: 0.0385, s2.acc: 94.3288, s2.loss_bbox: 0.0665, s2.loss_mask: 0.0420, loss: 1.0587 2022-06-08 07:26:02,015 - mmdet - INFO - Epoch [27][2300/7330] lr: 1.000e-04, eta: 1 day, 5:11:01, time: 1.491, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0243, loss_semantic_seg: 0.1656, s0.loss_cls: 0.1515, s0.acc: 94.4160, s0.loss_bbox: 0.0878, s0.loss_mask: 0.1914, s1.loss_cls: 0.0705, s1.acc: 94.8507, s1.loss_bbox: 0.0971, s1.loss_mask: 0.0900, s2.loss_cls: 0.0356, s2.acc: 94.6874, s2.loss_bbox: 0.0628, s2.loss_mask: 0.0423, loss: 1.0392 2022-06-08 07:27:16,694 - mmdet - INFO - Epoch [27][2350/7330] lr: 1.000e-04, eta: 1 day, 5:09:47, time: 1.494, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0274, loss_semantic_seg: 0.1629, s0.loss_cls: 0.1610, s0.acc: 94.1021, s0.loss_bbox: 0.0876, s0.loss_mask: 0.1915, s1.loss_cls: 0.0741, s1.acc: 94.5720, s1.loss_bbox: 0.1010, s1.loss_mask: 0.0902, s2.loss_cls: 0.0382, s2.acc: 94.3325, s2.loss_bbox: 0.0659, s2.loss_mask: 0.0424, loss: 1.0617 2022-06-08 07:28:30,335 - mmdet - INFO - Epoch [27][2400/7330] lr: 1.000e-04, eta: 1 day, 5:08:33, time: 1.473, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0187, loss_rpn_bbox: 0.0265, loss_semantic_seg: 0.1588, s0.loss_cls: 0.1474, s0.acc: 94.5056, s0.loss_bbox: 0.0830, s0.loss_mask: 0.1859, s1.loss_cls: 0.0672, s1.acc: 95.0295, s1.loss_bbox: 0.0944, s1.loss_mask: 0.0882, s2.loss_cls: 0.0341, s2.acc: 94.8185, s2.loss_bbox: 0.0623, s2.loss_mask: 0.0416, loss: 1.0081 2022-06-08 07:29:44,667 - mmdet - INFO - Epoch [27][2450/7330] lr: 1.000e-04, eta: 1 day, 5:07:19, time: 1.486, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0167, loss_rpn_bbox: 0.0241, loss_semantic_seg: 0.1646, s0.loss_cls: 0.1457, s0.acc: 94.6724, s0.loss_bbox: 0.0815, s0.loss_mask: 0.1846, s1.loss_cls: 0.0678, s1.acc: 95.0396, s1.loss_bbox: 0.0927, s1.loss_mask: 0.0869, s2.loss_cls: 0.0349, s2.acc: 94.7182, s2.loss_bbox: 0.0612, s2.loss_mask: 0.0413, loss: 1.0020 2022-06-08 07:30:57,736 - mmdet - INFO - Epoch [27][2500/7330] lr: 1.000e-04, eta: 1 day, 5:06:05, time: 1.463, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0185, loss_rpn_bbox: 0.0244, loss_semantic_seg: 0.1660, s0.loss_cls: 0.1516, s0.acc: 94.3279, s0.loss_bbox: 0.0890, s0.loss_mask: 0.1923, s1.loss_cls: 0.0689, s1.acc: 94.8801, s1.loss_bbox: 0.0993, s1.loss_mask: 0.0909, s2.loss_cls: 0.0353, s2.acc: 94.5723, s2.loss_bbox: 0.0651, s2.loss_mask: 0.0429, loss: 1.0441 2022-06-08 07:32:10,977 - mmdet - INFO - Epoch [27][2550/7330] lr: 1.000e-04, eta: 1 day, 5:04:50, time: 1.463, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0168, loss_rpn_bbox: 0.0239, loss_semantic_seg: 0.1581, s0.loss_cls: 0.1455, s0.acc: 94.5928, s0.loss_bbox: 0.0823, s0.loss_mask: 0.1856, s1.loss_cls: 0.0665, s1.acc: 95.0102, s1.loss_bbox: 0.0922, s1.loss_mask: 0.0878, s2.loss_cls: 0.0346, s2.acc: 94.7392, s2.loss_bbox: 0.0625, s2.loss_mask: 0.0418, loss: 0.9977 2022-06-08 07:33:24,054 - mmdet - INFO - Epoch [27][2600/7330] lr: 1.000e-04, eta: 1 day, 5:03:36, time: 1.462, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0193, loss_rpn_bbox: 0.0254, loss_semantic_seg: 0.1578, s0.loss_cls: 0.1453, s0.acc: 94.6697, s0.loss_bbox: 0.0824, s0.loss_mask: 0.1841, s1.loss_cls: 0.0670, s1.acc: 95.0777, s1.loss_bbox: 0.0944, s1.loss_mask: 0.0875, s2.loss_cls: 0.0349, s2.acc: 94.8439, s2.loss_bbox: 0.0622, s2.loss_mask: 0.0414, loss: 1.0016 2022-06-08 07:34:37,106 - mmdet - INFO - Epoch [27][2650/7330] lr: 1.000e-04, eta: 1 day, 5:02:22, time: 1.462, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0184, loss_rpn_bbox: 0.0242, loss_semantic_seg: 0.1545, s0.loss_cls: 0.1400, s0.acc: 94.7749, s0.loss_bbox: 0.0839, s0.loss_mask: 0.1856, s1.loss_cls: 0.0637, s1.acc: 95.3222, s1.loss_bbox: 0.0945, s1.loss_mask: 0.0876, s2.loss_cls: 0.0318, s2.acc: 95.2210, s2.loss_bbox: 0.0622, s2.loss_mask: 0.0412, loss: 0.9876 2022-06-08 07:35:50,106 - mmdet - INFO - Epoch [27][2700/7330] lr: 1.000e-04, eta: 1 day, 5:01:07, time: 1.460, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0251, loss_semantic_seg: 0.1613, s0.loss_cls: 0.1507, s0.acc: 94.3911, s0.loss_bbox: 0.0883, s0.loss_mask: 0.1912, s1.loss_cls: 0.0692, s1.acc: 94.9197, s1.loss_bbox: 0.0999, s1.loss_mask: 0.0909, s2.loss_cls: 0.0356, s2.acc: 94.6904, s2.loss_bbox: 0.0655, s2.loss_mask: 0.0428, loss: 1.0400 2022-06-08 07:37:03,977 - mmdet - INFO - Epoch [27][2750/7330] lr: 1.000e-04, eta: 1 day, 4:59:53, time: 1.478, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0194, loss_rpn_bbox: 0.0251, loss_semantic_seg: 0.1680, s0.loss_cls: 0.1478, s0.acc: 94.5718, s0.loss_bbox: 0.0832, s0.loss_mask: 0.1845, s1.loss_cls: 0.0668, s1.acc: 95.1069, s1.loss_bbox: 0.0966, s1.loss_mask: 0.0880, s2.loss_cls: 0.0351, s2.acc: 94.8309, s2.loss_bbox: 0.0654, s2.loss_mask: 0.0418, loss: 1.0219 2022-06-08 07:38:17,646 - mmdet - INFO - Epoch [27][2800/7330] lr: 1.000e-04, eta: 1 day, 4:58:39, time: 1.473, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0190, loss_rpn_bbox: 0.0245, loss_semantic_seg: 0.1596, s0.loss_cls: 0.1438, s0.acc: 94.7456, s0.loss_bbox: 0.0819, s0.loss_mask: 0.1798, s1.loss_cls: 0.0642, s1.acc: 95.3488, s1.loss_bbox: 0.0922, s1.loss_mask: 0.0851, s2.loss_cls: 0.0325, s2.acc: 95.1579, s2.loss_bbox: 0.0616, s2.loss_mask: 0.0399, loss: 0.9840 2022-06-08 07:39:31,318 - mmdet - INFO - Epoch [27][2850/7330] lr: 1.000e-04, eta: 1 day, 4:57:25, time: 1.474, data_time: 0.020, memory: 64799, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0261, loss_semantic_seg: 0.1570, s0.loss_cls: 0.1532, s0.acc: 94.3213, s0.loss_bbox: 0.0876, s0.loss_mask: 0.1862, s1.loss_cls: 0.0707, s1.acc: 94.7169, s1.loss_bbox: 0.0983, s1.loss_mask: 0.0882, s2.loss_cls: 0.0359, s2.acc: 94.5536, s2.loss_bbox: 0.0659, s2.loss_mask: 0.0418, loss: 1.0304 2022-06-08 07:40:45,302 - mmdet - INFO - Epoch [27][2900/7330] lr: 1.000e-04, eta: 1 day, 4:56:11, time: 1.479, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0257, loss_semantic_seg: 0.1602, s0.loss_cls: 0.1543, s0.acc: 94.3274, s0.loss_bbox: 0.0865, s0.loss_mask: 0.1899, s1.loss_cls: 0.0698, s1.acc: 94.8533, s1.loss_bbox: 0.0990, s1.loss_mask: 0.0893, s2.loss_cls: 0.0354, s2.acc: 94.6738, s2.loss_bbox: 0.0665, s2.loss_mask: 0.0423, loss: 1.0385 2022-06-08 07:41:59,123 - mmdet - INFO - Epoch [27][2950/7330] lr: 1.000e-04, eta: 1 day, 4:54:57, time: 1.477, data_time: 0.021, memory: 64799, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0271, loss_semantic_seg: 0.1642, s0.loss_cls: 0.1558, s0.acc: 94.2749, s0.loss_bbox: 0.0865, s0.loss_mask: 0.1924, s1.loss_cls: 0.0722, s1.acc: 94.6734, s1.loss_bbox: 0.0994, s1.loss_mask: 0.0911, s2.loss_cls: 0.0365, s2.acc: 94.5121, s2.loss_bbox: 0.0652, s2.loss_mask: 0.0427, loss: 1.0540 2022-06-08 07:43:11,145 - mmdet - INFO - Epoch [27][3000/7330] lr: 1.000e-04, eta: 1 day, 4:53:42, time: 1.440, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0250, loss_semantic_seg: 0.1624, s0.loss_cls: 0.1543, s0.acc: 94.2671, s0.loss_bbox: 0.0865, s0.loss_mask: 0.1932, s1.loss_cls: 0.0714, s1.acc: 94.6414, s1.loss_bbox: 0.0982, s1.loss_mask: 0.0910, s2.loss_cls: 0.0370, s2.acc: 94.4617, s2.loss_bbox: 0.0651, s2.loss_mask: 0.0430, loss: 1.0467 2022-06-08 07:44:24,458 - mmdet - INFO - Epoch [27][3050/7330] lr: 1.000e-04, eta: 1 day, 4:52:28, time: 1.466, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0171, loss_rpn_bbox: 0.0256, loss_semantic_seg: 0.1571, s0.loss_cls: 0.1478, s0.acc: 94.5625, s0.loss_bbox: 0.0842, s0.loss_mask: 0.1864, s1.loss_cls: 0.0660, s1.acc: 95.2669, s1.loss_bbox: 0.0977, s1.loss_mask: 0.0882, s2.loss_cls: 0.0339, s2.acc: 94.9521, s2.loss_bbox: 0.0653, s2.loss_mask: 0.0415, loss: 1.0109 2022-06-08 07:45:37,936 - mmdet - INFO - Epoch [27][3100/7330] lr: 1.000e-04, eta: 1 day, 4:51:14, time: 1.469, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0194, loss_rpn_bbox: 0.0254, loss_semantic_seg: 0.1586, s0.loss_cls: 0.1435, s0.acc: 94.7356, s0.loss_bbox: 0.0817, s0.loss_mask: 0.1836, s1.loss_cls: 0.0648, s1.acc: 95.2387, s1.loss_bbox: 0.0906, s1.loss_mask: 0.0859, s2.loss_cls: 0.0336, s2.acc: 94.9131, s2.loss_bbox: 0.0594, s2.loss_mask: 0.0403, loss: 0.9869 2022-06-08 07:46:51,452 - mmdet - INFO - Epoch [27][3150/7330] lr: 1.000e-04, eta: 1 day, 4:50:00, time: 1.471, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0188, loss_rpn_bbox: 0.0243, loss_semantic_seg: 0.1607, s0.loss_cls: 0.1546, s0.acc: 94.3311, s0.loss_bbox: 0.0864, s0.loss_mask: 0.1896, s1.loss_cls: 0.0720, s1.acc: 94.8139, s1.loss_bbox: 0.0977, s1.loss_mask: 0.0903, s2.loss_cls: 0.0371, s2.acc: 94.5945, s2.loss_bbox: 0.0628, s2.loss_mask: 0.0426, loss: 1.0371 2022-06-08 07:48:05,282 - mmdet - INFO - Epoch [27][3200/7330] lr: 1.000e-04, eta: 1 day, 4:48:46, time: 1.476, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0191, loss_rpn_bbox: 0.0249, loss_semantic_seg: 0.1599, s0.loss_cls: 0.1504, s0.acc: 94.4595, s0.loss_bbox: 0.0875, s0.loss_mask: 0.1861, s1.loss_cls: 0.0698, s1.acc: 94.8434, s1.loss_bbox: 0.0978, s1.loss_mask: 0.0883, s2.loss_cls: 0.0362, s2.acc: 94.5501, s2.loss_bbox: 0.0645, s2.loss_mask: 0.0419, loss: 1.0265 2022-06-08 07:49:18,381 - mmdet - INFO - Epoch [27][3250/7330] lr: 1.000e-04, eta: 1 day, 4:47:32, time: 1.462, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0177, loss_rpn_bbox: 0.0248, loss_semantic_seg: 0.1608, s0.loss_cls: 0.1414, s0.acc: 94.7168, s0.loss_bbox: 0.0837, s0.loss_mask: 0.1900, s1.loss_cls: 0.0650, s1.acc: 95.2265, s1.loss_bbox: 0.0946, s1.loss_mask: 0.0898, s2.loss_cls: 0.0330, s2.acc: 95.0152, s2.loss_bbox: 0.0610, s2.loss_mask: 0.0425, loss: 1.0042 2022-06-08 07:50:31,857 - mmdet - INFO - Epoch [27][3300/7330] lr: 1.000e-04, eta: 1 day, 4:46:17, time: 1.469, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0262, loss_semantic_seg: 0.1688, s0.loss_cls: 0.1533, s0.acc: 94.3726, s0.loss_bbox: 0.0846, s0.loss_mask: 0.1893, s1.loss_cls: 0.0692, s1.acc: 94.9786, s1.loss_bbox: 0.0943, s1.loss_mask: 0.0885, s2.loss_cls: 0.0357, s2.acc: 94.7621, s2.loss_bbox: 0.0623, s2.loss_mask: 0.0419, loss: 1.0344 2022-06-08 07:51:44,962 - mmdet - INFO - Epoch [27][3350/7330] lr: 1.000e-04, eta: 1 day, 4:45:03, time: 1.463, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0190, loss_rpn_bbox: 0.0240, loss_semantic_seg: 0.1653, s0.loss_cls: 0.1443, s0.acc: 94.7549, s0.loss_bbox: 0.0810, s0.loss_mask: 0.1808, s1.loss_cls: 0.0667, s1.acc: 95.1231, s1.loss_bbox: 0.0915, s1.loss_mask: 0.0853, s2.loss_cls: 0.0342, s2.acc: 94.8503, s2.loss_bbox: 0.0611, s2.loss_mask: 0.0403, loss: 0.9933 2022-06-08 07:52:58,455 - mmdet - INFO - Epoch [27][3400/7330] lr: 1.000e-04, eta: 1 day, 4:43:49, time: 1.470, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0193, loss_rpn_bbox: 0.0266, loss_semantic_seg: 0.1558, s0.loss_cls: 0.1467, s0.acc: 94.6479, s0.loss_bbox: 0.0835, s0.loss_mask: 0.1837, s1.loss_cls: 0.0673, s1.acc: 95.0726, s1.loss_bbox: 0.0931, s1.loss_mask: 0.0864, s2.loss_cls: 0.0344, s2.acc: 94.9049, s2.loss_bbox: 0.0609, s2.loss_mask: 0.0410, loss: 0.9988 2022-06-08 07:54:11,685 - mmdet - INFO - Epoch [27][3450/7330] lr: 1.000e-04, eta: 1 day, 4:42:35, time: 1.464, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0186, loss_rpn_bbox: 0.0245, loss_semantic_seg: 0.1570, s0.loss_cls: 0.1489, s0.acc: 94.4231, s0.loss_bbox: 0.0867, s0.loss_mask: 0.1855, s1.loss_cls: 0.0674, s1.acc: 94.9808, s1.loss_bbox: 0.0991, s1.loss_mask: 0.0879, s2.loss_cls: 0.0347, s2.acc: 94.8401, s2.loss_bbox: 0.0662, s2.loss_mask: 0.0418, loss: 1.0183 2022-06-08 07:55:24,723 - mmdet - INFO - Epoch [27][3500/7330] lr: 1.000e-04, eta: 1 day, 4:41:20, time: 1.461, data_time: 0.020, memory: 64799, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0267, loss_semantic_seg: 0.1646, s0.loss_cls: 0.1560, s0.acc: 94.2739, s0.loss_bbox: 0.0899, s0.loss_mask: 0.1932, s1.loss_cls: 0.0720, s1.acc: 94.8429, s1.loss_bbox: 0.1049, s1.loss_mask: 0.0916, s2.loss_cls: 0.0369, s2.acc: 94.5354, s2.loss_bbox: 0.0686, s2.loss_mask: 0.0434, loss: 1.0692 2022-06-08 07:56:37,846 - mmdet - INFO - Epoch [27][3550/7330] lr: 1.000e-04, eta: 1 day, 4:40:06, time: 1.462, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0170, loss_rpn_bbox: 0.0232, loss_semantic_seg: 0.1582, s0.loss_cls: 0.1516, s0.acc: 94.4307, s0.loss_bbox: 0.0872, s0.loss_mask: 0.1904, s1.loss_cls: 0.0694, s1.acc: 94.9595, s1.loss_bbox: 0.0986, s1.loss_mask: 0.0898, s2.loss_cls: 0.0351, s2.acc: 94.7979, s2.loss_bbox: 0.0653, s2.loss_mask: 0.0423, loss: 1.0281 2022-06-08 07:57:50,533 - mmdet - INFO - Epoch [27][3600/7330] lr: 1.000e-04, eta: 1 day, 4:38:52, time: 1.454, data_time: 0.012, memory: 64799, loss_rpn_cls: 0.0194, loss_rpn_bbox: 0.0254, loss_semantic_seg: 0.1664, s0.loss_cls: 0.1549, s0.acc: 94.3323, s0.loss_bbox: 0.0871, s0.loss_mask: 0.1879, s1.loss_cls: 0.0723, s1.acc: 94.7798, s1.loss_bbox: 0.0967, s1.loss_mask: 0.0887, s2.loss_cls: 0.0360, s2.acc: 94.6693, s2.loss_bbox: 0.0639, s2.loss_mask: 0.0419, loss: 1.0405 2022-06-08 07:59:03,763 - mmdet - INFO - Epoch [27][3650/7330] lr: 1.000e-04, eta: 1 day, 4:37:37, time: 1.463, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0247, loss_semantic_seg: 0.1596, s0.loss_cls: 0.1475, s0.acc: 94.5208, s0.loss_bbox: 0.0868, s0.loss_mask: 0.1900, s1.loss_cls: 0.0668, s1.acc: 95.0842, s1.loss_bbox: 0.0964, s1.loss_mask: 0.0908, s2.loss_cls: 0.0339, s2.acc: 94.8670, s2.loss_bbox: 0.0633, s2.loss_mask: 0.0428, loss: 1.0225 2022-06-08 08:00:17,244 - mmdet - INFO - Epoch [27][3700/7330] lr: 1.000e-04, eta: 1 day, 4:36:23, time: 1.469, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0247, loss_semantic_seg: 0.1689, s0.loss_cls: 0.1453, s0.acc: 94.5342, s0.loss_bbox: 0.0847, s0.loss_mask: 0.1866, s1.loss_cls: 0.0667, s1.acc: 95.0708, s1.loss_bbox: 0.0964, s1.loss_mask: 0.0881, s2.loss_cls: 0.0341, s2.acc: 94.8476, s2.loss_bbox: 0.0637, s2.loss_mask: 0.0419, loss: 1.0215 2022-06-08 08:01:29,358 - mmdet - INFO - Epoch [27][3750/7330] lr: 1.000e-04, eta: 1 day, 4:35:09, time: 1.444, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0244, loss_semantic_seg: 0.1717, s0.loss_cls: 0.1431, s0.acc: 94.7017, s0.loss_bbox: 0.0819, s0.loss_mask: 0.1863, s1.loss_cls: 0.0652, s1.acc: 95.1660, s1.loss_bbox: 0.0942, s1.loss_mask: 0.0871, s2.loss_cls: 0.0330, s2.acc: 95.0848, s2.loss_bbox: 0.0633, s2.loss_mask: 0.0414, loss: 1.0112 2022-06-08 08:02:42,545 - mmdet - INFO - Epoch [27][3800/7330] lr: 1.000e-04, eta: 1 day, 4:33:54, time: 1.464, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0174, loss_rpn_bbox: 0.0255, loss_semantic_seg: 0.1680, s0.loss_cls: 0.1436, s0.acc: 94.7100, s0.loss_bbox: 0.0844, s0.loss_mask: 0.1858, s1.loss_cls: 0.0652, s1.acc: 95.2285, s1.loss_bbox: 0.0954, s1.loss_mask: 0.0868, s2.loss_cls: 0.0335, s2.acc: 94.9653, s2.loss_bbox: 0.0623, s2.loss_mask: 0.0412, loss: 1.0091 2022-06-08 08:03:54,941 - mmdet - INFO - Epoch [27][3850/7330] lr: 1.000e-04, eta: 1 day, 4:32:40, time: 1.448, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0187, loss_rpn_bbox: 0.0241, loss_semantic_seg: 0.1688, s0.loss_cls: 0.1490, s0.acc: 94.5623, s0.loss_bbox: 0.0832, s0.loss_mask: 0.1782, s1.loss_cls: 0.0686, s1.acc: 95.0093, s1.loss_bbox: 0.0942, s1.loss_mask: 0.0836, s2.loss_cls: 0.0352, s2.acc: 94.8717, s2.loss_bbox: 0.0625, s2.loss_mask: 0.0397, loss: 1.0060 2022-06-08 08:05:08,869 - mmdet - INFO - Epoch [27][3900/7330] lr: 1.000e-04, eta: 1 day, 4:31:26, time: 1.479, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0268, loss_semantic_seg: 0.1667, s0.loss_cls: 0.1596, s0.acc: 94.1616, s0.loss_bbox: 0.0889, s0.loss_mask: 0.2011, s1.loss_cls: 0.0742, s1.acc: 94.6628, s1.loss_bbox: 0.1011, s1.loss_mask: 0.0952, s2.loss_cls: 0.0375, s2.acc: 94.5558, s2.loss_bbox: 0.0664, s2.loss_mask: 0.0446, loss: 1.0818 2022-06-08 08:06:21,489 - mmdet - INFO - Epoch [27][3950/7330] lr: 1.000e-04, eta: 1 day, 4:30:11, time: 1.452, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0274, loss_semantic_seg: 0.1637, s0.loss_cls: 0.1528, s0.acc: 94.3508, s0.loss_bbox: 0.0882, s0.loss_mask: 0.1851, s1.loss_cls: 0.0699, s1.acc: 94.7856, s1.loss_bbox: 0.0994, s1.loss_mask: 0.0871, s2.loss_cls: 0.0366, s2.acc: 94.5175, s2.loss_bbox: 0.0633, s2.loss_mask: 0.0412, loss: 1.0347 2022-06-08 08:07:34,851 - mmdet - INFO - Epoch [27][4000/7330] lr: 1.000e-04, eta: 1 day, 4:28:57, time: 1.467, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0181, loss_rpn_bbox: 0.0236, loss_semantic_seg: 0.1543, s0.loss_cls: 0.1464, s0.acc: 94.5657, s0.loss_bbox: 0.0853, s0.loss_mask: 0.1894, s1.loss_cls: 0.0673, s1.acc: 95.0325, s1.loss_bbox: 0.0966, s1.loss_mask: 0.0897, s2.loss_cls: 0.0351, s2.acc: 94.7400, s2.loss_bbox: 0.0632, s2.loss_mask: 0.0427, loss: 1.0117 2022-06-08 08:08:48,145 - mmdet - INFO - Epoch [27][4050/7330] lr: 1.000e-04, eta: 1 day, 4:27:43, time: 1.466, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0182, loss_rpn_bbox: 0.0259, loss_semantic_seg: 0.1610, s0.loss_cls: 0.1500, s0.acc: 94.4822, s0.loss_bbox: 0.0844, s0.loss_mask: 0.1856, s1.loss_cls: 0.0683, s1.acc: 94.9572, s1.loss_bbox: 0.0954, s1.loss_mask: 0.0875, s2.loss_cls: 0.0349, s2.acc: 94.7717, s2.loss_bbox: 0.0626, s2.loss_mask: 0.0413, loss: 1.0151 2022-06-08 08:10:01,227 - mmdet - INFO - Epoch [27][4100/7330] lr: 1.000e-04, eta: 1 day, 4:26:29, time: 1.462, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0193, loss_rpn_bbox: 0.0250, loss_semantic_seg: 0.1643, s0.loss_cls: 0.1479, s0.acc: 94.5945, s0.loss_bbox: 0.0856, s0.loss_mask: 0.1859, s1.loss_cls: 0.0673, s1.acc: 95.1099, s1.loss_bbox: 0.0959, s1.loss_mask: 0.0878, s2.loss_cls: 0.0344, s2.acc: 94.8674, s2.loss_bbox: 0.0619, s2.loss_mask: 0.0415, loss: 1.0167 2022-06-08 08:11:14,730 - mmdet - INFO - Epoch [27][4150/7330] lr: 1.000e-04, eta: 1 day, 4:25:14, time: 1.470, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0241, loss_semantic_seg: 0.1625, s0.loss_cls: 0.1510, s0.acc: 94.4475, s0.loss_bbox: 0.0849, s0.loss_mask: 0.1857, s1.loss_cls: 0.0688, s1.acc: 94.9584, s1.loss_bbox: 0.0956, s1.loss_mask: 0.0879, s2.loss_cls: 0.0353, s2.acc: 94.7234, s2.loss_bbox: 0.0626, s2.loss_mask: 0.0418, loss: 1.0207 2022-06-08 08:12:28,519 - mmdet - INFO - Epoch [27][4200/7330] lr: 1.000e-04, eta: 1 day, 4:24:00, time: 1.476, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0181, loss_rpn_bbox: 0.0248, loss_semantic_seg: 0.1577, s0.loss_cls: 0.1410, s0.acc: 94.8806, s0.loss_bbox: 0.0788, s0.loss_mask: 0.1804, s1.loss_cls: 0.0636, s1.acc: 95.4536, s1.loss_bbox: 0.0924, s1.loss_mask: 0.0858, s2.loss_cls: 0.0326, s2.acc: 95.3081, s2.loss_bbox: 0.0619, s2.loss_mask: 0.0408, loss: 0.9778 2022-06-08 08:13:42,746 - mmdet - INFO - Epoch [27][4250/7330] lr: 1.000e-04, eta: 1 day, 4:22:46, time: 1.485, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0282, loss_semantic_seg: 0.1579, s0.loss_cls: 0.1568, s0.acc: 94.2097, s0.loss_bbox: 0.0869, s0.loss_mask: 0.1879, s1.loss_cls: 0.0721, s1.acc: 94.6757, s1.loss_bbox: 0.0970, s1.loss_mask: 0.0884, s2.loss_cls: 0.0365, s2.acc: 94.4163, s2.loss_bbox: 0.0631, s2.loss_mask: 0.0416, loss: 1.0376 2022-06-08 08:14:55,714 - mmdet - INFO - Epoch [27][4300/7330] lr: 1.000e-04, eta: 1 day, 4:21:32, time: 1.459, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0266, loss_semantic_seg: 0.1622, s0.loss_cls: 0.1618, s0.acc: 94.1846, s0.loss_bbox: 0.0897, s0.loss_mask: 0.1918, s1.loss_cls: 0.0750, s1.acc: 94.7465, s1.loss_bbox: 0.1012, s1.loss_mask: 0.0903, s2.loss_cls: 0.0388, s2.acc: 94.4339, s2.loss_bbox: 0.0662, s2.loss_mask: 0.0427, loss: 1.0669 2022-06-08 08:16:08,977 - mmdet - INFO - Epoch [27][4350/7330] lr: 1.000e-04, eta: 1 day, 4:20:18, time: 1.465, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0180, loss_rpn_bbox: 0.0247, loss_semantic_seg: 0.1543, s0.loss_cls: 0.1391, s0.acc: 94.8967, s0.loss_bbox: 0.0804, s0.loss_mask: 0.1834, s1.loss_cls: 0.0630, s1.acc: 95.4241, s1.loss_bbox: 0.0925, s1.loss_mask: 0.0869, s2.loss_cls: 0.0323, s2.acc: 95.2241, s2.loss_bbox: 0.0605, s2.loss_mask: 0.0409, loss: 0.9762 2022-06-08 08:17:22,552 - mmdet - INFO - Epoch [27][4400/7330] lr: 1.000e-04, eta: 1 day, 4:19:04, time: 1.471, data_time: 0.012, memory: 64799, loss_rpn_cls: 0.0187, loss_rpn_bbox: 0.0258, loss_semantic_seg: 0.1677, s0.loss_cls: 0.1529, s0.acc: 94.3818, s0.loss_bbox: 0.0850, s0.loss_mask: 0.1816, s1.loss_cls: 0.0703, s1.acc: 94.9088, s1.loss_bbox: 0.0967, s1.loss_mask: 0.0858, s2.loss_cls: 0.0357, s2.acc: 94.8415, s2.loss_bbox: 0.0635, s2.loss_mask: 0.0404, loss: 1.0241 2022-06-08 08:18:35,927 - mmdet - INFO - Epoch [27][4450/7330] lr: 1.000e-04, eta: 1 day, 4:17:50, time: 1.468, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0177, loss_rpn_bbox: 0.0242, loss_semantic_seg: 0.1640, s0.loss_cls: 0.1454, s0.acc: 94.6917, s0.loss_bbox: 0.0811, s0.loss_mask: 0.1854, s1.loss_cls: 0.0667, s1.acc: 95.1585, s1.loss_bbox: 0.0917, s1.loss_mask: 0.0876, s2.loss_cls: 0.0342, s2.acc: 94.9559, s2.loss_bbox: 0.0601, s2.loss_mask: 0.0415, loss: 0.9997 2022-06-08 08:19:50,163 - mmdet - INFO - Epoch [27][4500/7330] lr: 1.000e-04, eta: 1 day, 4:16:36, time: 1.485, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0182, loss_rpn_bbox: 0.0240, loss_semantic_seg: 0.1665, s0.loss_cls: 0.1455, s0.acc: 94.6421, s0.loss_bbox: 0.0844, s0.loss_mask: 0.1842, s1.loss_cls: 0.0672, s1.acc: 95.0757, s1.loss_bbox: 0.0932, s1.loss_mask: 0.0879, s2.loss_cls: 0.0340, s2.acc: 95.0521, s2.loss_bbox: 0.0605, s2.loss_mask: 0.0413, loss: 1.0070 2022-06-08 08:21:03,982 - mmdet - INFO - Epoch [27][4550/7330] lr: 1.000e-04, eta: 1 day, 4:15:22, time: 1.476, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0189, loss_rpn_bbox: 0.0246, loss_semantic_seg: 0.1610, s0.loss_cls: 0.1497, s0.acc: 94.5579, s0.loss_bbox: 0.0841, s0.loss_mask: 0.1835, s1.loss_cls: 0.0690, s1.acc: 95.1014, s1.loss_bbox: 0.0938, s1.loss_mask: 0.0867, s2.loss_cls: 0.0351, s2.acc: 94.9178, s2.loss_bbox: 0.0630, s2.loss_mask: 0.0411, loss: 1.0104 2022-06-08 08:22:17,788 - mmdet - INFO - Epoch [27][4600/7330] lr: 1.000e-04, eta: 1 day, 4:14:08, time: 1.476, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0257, loss_semantic_seg: 0.1665, s0.loss_cls: 0.1588, s0.acc: 94.2598, s0.loss_bbox: 0.0863, s0.loss_mask: 0.1937, s1.loss_cls: 0.0733, s1.acc: 94.6540, s1.loss_bbox: 0.0956, s1.loss_mask: 0.0908, s2.loss_cls: 0.0372, s2.acc: 94.5292, s2.loss_bbox: 0.0609, s2.loss_mask: 0.0427, loss: 1.0537 2022-06-08 08:23:31,121 - mmdet - INFO - Epoch [27][4650/7330] lr: 1.000e-04, eta: 1 day, 4:12:53, time: 1.467, data_time: 0.023, memory: 64799, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0272, loss_semantic_seg: 0.1639, s0.loss_cls: 0.1576, s0.acc: 94.1443, s0.loss_bbox: 0.0891, s0.loss_mask: 0.1931, s1.loss_cls: 0.0723, s1.acc: 94.6213, s1.loss_bbox: 0.1013, s1.loss_mask: 0.0912, s2.loss_cls: 0.0367, s2.acc: 94.4450, s2.loss_bbox: 0.0665, s2.loss_mask: 0.0432, loss: 1.0625 2022-06-08 08:24:44,692 - mmdet - INFO - Epoch [27][4700/7330] lr: 1.000e-04, eta: 1 day, 4:11:39, time: 1.471, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0255, loss_semantic_seg: 0.1661, s0.loss_cls: 0.1522, s0.acc: 94.3914, s0.loss_bbox: 0.0866, s0.loss_mask: 0.1899, s1.loss_cls: 0.0692, s1.acc: 94.9027, s1.loss_bbox: 0.0980, s1.loss_mask: 0.0893, s2.loss_cls: 0.0347, s2.acc: 94.8405, s2.loss_bbox: 0.0643, s2.loss_mask: 0.0417, loss: 1.0382 2022-06-08 08:25:58,037 - mmdet - INFO - Epoch [27][4750/7330] lr: 1.000e-04, eta: 1 day, 4:10:25, time: 1.467, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0178, loss_rpn_bbox: 0.0250, loss_semantic_seg: 0.1584, s0.loss_cls: 0.1484, s0.acc: 94.5210, s0.loss_bbox: 0.0840, s0.loss_mask: 0.1840, s1.loss_cls: 0.0677, s1.acc: 95.0208, s1.loss_bbox: 0.0945, s1.loss_mask: 0.0871, s2.loss_cls: 0.0345, s2.acc: 94.9495, s2.loss_bbox: 0.0621, s2.loss_mask: 0.0413, loss: 1.0048 2022-06-08 08:27:12,524 - mmdet - INFO - Epoch [27][4800/7330] lr: 1.000e-04, eta: 1 day, 4:09:11, time: 1.490, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0261, loss_semantic_seg: 0.1671, s0.loss_cls: 0.1507, s0.acc: 94.5103, s0.loss_bbox: 0.0865, s0.loss_mask: 0.1930, s1.loss_cls: 0.0696, s1.acc: 94.9542, s1.loss_bbox: 0.0967, s1.loss_mask: 0.0911, s2.loss_cls: 0.0351, s2.acc: 94.6991, s2.loss_bbox: 0.0641, s2.loss_mask: 0.0432, loss: 1.0435 2022-06-08 08:28:26,833 - mmdet - INFO - Epoch [27][4850/7330] lr: 1.000e-04, eta: 1 day, 4:07:57, time: 1.486, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0165, loss_rpn_bbox: 0.0252, loss_semantic_seg: 0.1568, s0.loss_cls: 0.1392, s0.acc: 94.8113, s0.loss_bbox: 0.0807, s0.loss_mask: 0.1878, s1.loss_cls: 0.0625, s1.acc: 95.4244, s1.loss_bbox: 0.0911, s1.loss_mask: 0.0884, s2.loss_cls: 0.0322, s2.acc: 95.1303, s2.loss_bbox: 0.0606, s2.loss_mask: 0.0420, loss: 0.9830 2022-06-08 08:29:39,259 - mmdet - INFO - Epoch [27][4900/7330] lr: 1.000e-04, eta: 1 day, 4:06:43, time: 1.449, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0190, loss_rpn_bbox: 0.0247, loss_semantic_seg: 0.1667, s0.loss_cls: 0.1529, s0.acc: 94.3813, s0.loss_bbox: 0.0847, s0.loss_mask: 0.1861, s1.loss_cls: 0.0696, s1.acc: 94.8787, s1.loss_bbox: 0.0969, s1.loss_mask: 0.0876, s2.loss_cls: 0.0357, s2.acc: 94.6701, s2.loss_bbox: 0.0643, s2.loss_mask: 0.0414, loss: 1.0296 2022-06-08 08:30:52,809 - mmdet - INFO - Epoch [27][4950/7330] lr: 1.000e-04, eta: 1 day, 4:05:29, time: 1.471, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0193, loss_rpn_bbox: 0.0258, loss_semantic_seg: 0.1598, s0.loss_cls: 0.1507, s0.acc: 94.3896, s0.loss_bbox: 0.0863, s0.loss_mask: 0.1899, s1.loss_cls: 0.0701, s1.acc: 94.8317, s1.loss_bbox: 0.0985, s1.loss_mask: 0.0898, s2.loss_cls: 0.0354, s2.acc: 94.7510, s2.loss_bbox: 0.0645, s2.loss_mask: 0.0425, loss: 1.0327 2022-06-08 08:32:06,504 - mmdet - INFO - Epoch [27][5000/7330] lr: 1.000e-04, eta: 1 day, 4:04:15, time: 1.473, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0188, loss_rpn_bbox: 0.0266, loss_semantic_seg: 0.1542, s0.loss_cls: 0.1379, s0.acc: 94.8962, s0.loss_bbox: 0.0830, s0.loss_mask: 0.1854, s1.loss_cls: 0.0631, s1.acc: 95.3380, s1.loss_bbox: 0.0910, s1.loss_mask: 0.0873, s2.loss_cls: 0.0323, s2.acc: 95.1052, s2.loss_bbox: 0.0600, s2.loss_mask: 0.0414, loss: 0.9811 2022-06-08 08:33:19,028 - mmdet - INFO - Epoch [27][5050/7330] lr: 1.000e-04, eta: 1 day, 4:03:00, time: 1.450, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0181, loss_rpn_bbox: 0.0241, loss_semantic_seg: 0.1706, s0.loss_cls: 0.1454, s0.acc: 94.6079, s0.loss_bbox: 0.0828, s0.loss_mask: 0.1865, s1.loss_cls: 0.0667, s1.acc: 95.0513, s1.loss_bbox: 0.0931, s1.loss_mask: 0.0881, s2.loss_cls: 0.0337, s2.acc: 94.8475, s2.loss_bbox: 0.0615, s2.loss_mask: 0.0420, loss: 1.0126 2022-06-08 08:34:32,743 - mmdet - INFO - Epoch [27][5100/7330] lr: 1.000e-04, eta: 1 day, 4:01:46, time: 1.475, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0176, loss_rpn_bbox: 0.0238, loss_semantic_seg: 0.1597, s0.loss_cls: 0.1454, s0.acc: 94.6746, s0.loss_bbox: 0.0820, s0.loss_mask: 0.1847, s1.loss_cls: 0.0662, s1.acc: 95.0703, s1.loss_bbox: 0.0956, s1.loss_mask: 0.0875, s2.loss_cls: 0.0340, s2.acc: 94.8814, s2.loss_bbox: 0.0633, s2.loss_mask: 0.0415, loss: 1.0013 2022-06-08 08:35:47,596 - mmdet - INFO - Epoch [27][5150/7330] lr: 1.000e-04, eta: 1 day, 4:00:32, time: 1.497, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0249, loss_semantic_seg: 0.1620, s0.loss_cls: 0.1477, s0.acc: 94.5710, s0.loss_bbox: 0.0819, s0.loss_mask: 0.1834, s1.loss_cls: 0.0677, s1.acc: 95.0629, s1.loss_bbox: 0.0939, s1.loss_mask: 0.0865, s2.loss_cls: 0.0345, s2.acc: 94.9320, s2.loss_bbox: 0.0628, s2.loss_mask: 0.0411, loss: 1.0076 2022-06-08 08:37:02,099 - mmdet - INFO - Epoch [27][5200/7330] lr: 1.000e-04, eta: 1 day, 3:59:19, time: 1.490, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0264, loss_semantic_seg: 0.1618, s0.loss_cls: 0.1509, s0.acc: 94.4224, s0.loss_bbox: 0.0868, s0.loss_mask: 0.1864, s1.loss_cls: 0.0691, s1.acc: 94.9982, s1.loss_bbox: 0.0991, s1.loss_mask: 0.0882, s2.loss_cls: 0.0353, s2.acc: 94.7436, s2.loss_bbox: 0.0647, s2.loss_mask: 0.0415, loss: 1.0316 2022-06-08 08:38:16,478 - mmdet - INFO - Epoch [27][5250/7330] lr: 1.000e-04, eta: 1 day, 3:58:05, time: 1.488, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0182, loss_rpn_bbox: 0.0255, loss_semantic_seg: 0.1600, s0.loss_cls: 0.1470, s0.acc: 94.5728, s0.loss_bbox: 0.0855, s0.loss_mask: 0.1833, s1.loss_cls: 0.0668, s1.acc: 95.1072, s1.loss_bbox: 0.0981, s1.loss_mask: 0.0867, s2.loss_cls: 0.0345, s2.acc: 94.8869, s2.loss_bbox: 0.0629, s2.loss_mask: 0.0407, loss: 1.0092 2022-06-08 08:39:30,208 - mmdet - INFO - Epoch [27][5300/7330] lr: 1.000e-04, eta: 1 day, 3:56:51, time: 1.475, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0187, loss_rpn_bbox: 0.0250, loss_semantic_seg: 0.1591, s0.loss_cls: 0.1489, s0.acc: 94.4614, s0.loss_bbox: 0.0841, s0.loss_mask: 0.1876, s1.loss_cls: 0.0688, s1.acc: 95.0020, s1.loss_bbox: 0.0972, s1.loss_mask: 0.0894, s2.loss_cls: 0.0352, s2.acc: 94.8098, s2.loss_bbox: 0.0655, s2.loss_mask: 0.0425, loss: 1.0219 2022-06-08 08:40:44,664 - mmdet - INFO - Epoch [27][5350/7330] lr: 1.000e-04, eta: 1 day, 3:55:37, time: 1.489, data_time: 0.012, memory: 64799, loss_rpn_cls: 0.0191, loss_rpn_bbox: 0.0256, loss_semantic_seg: 0.1622, s0.loss_cls: 0.1458, s0.acc: 94.6631, s0.loss_bbox: 0.0833, s0.loss_mask: 0.1873, s1.loss_cls: 0.0664, s1.acc: 95.2072, s1.loss_bbox: 0.0939, s1.loss_mask: 0.0884, s2.loss_cls: 0.0335, s2.acc: 95.0298, s2.loss_bbox: 0.0603, s2.loss_mask: 0.0420, loss: 1.0078 2022-06-08 08:41:58,276 - mmdet - INFO - Epoch [27][5400/7330] lr: 1.000e-04, eta: 1 day, 3:54:23, time: 1.471, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0178, loss_rpn_bbox: 0.0236, loss_semantic_seg: 0.1629, s0.loss_cls: 0.1484, s0.acc: 94.5745, s0.loss_bbox: 0.0825, s0.loss_mask: 0.1849, s1.loss_cls: 0.0680, s1.acc: 95.0611, s1.loss_bbox: 0.0926, s1.loss_mask: 0.0870, s2.loss_cls: 0.0343, s2.acc: 94.9103, s2.loss_bbox: 0.0608, s2.loss_mask: 0.0409, loss: 1.0037 2022-06-08 08:43:11,436 - mmdet - INFO - Epoch [27][5450/7330] lr: 1.000e-04, eta: 1 day, 3:53:09, time: 1.464, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0183, loss_rpn_bbox: 0.0244, loss_semantic_seg: 0.1676, s0.loss_cls: 0.1551, s0.acc: 94.3513, s0.loss_bbox: 0.0846, s0.loss_mask: 0.1915, s1.loss_cls: 0.0713, s1.acc: 94.8503, s1.loss_bbox: 0.0970, s1.loss_mask: 0.0907, s2.loss_cls: 0.0366, s2.acc: 94.6039, s2.loss_bbox: 0.0648, s2.loss_mask: 0.0430, loss: 1.0449 2022-06-08 08:44:24,474 - mmdet - INFO - Epoch [27][5500/7330] lr: 1.000e-04, eta: 1 day, 3:51:54, time: 1.461, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0251, loss_semantic_seg: 0.1662, s0.loss_cls: 0.1484, s0.acc: 94.6111, s0.loss_bbox: 0.0824, s0.loss_mask: 0.1863, s1.loss_cls: 0.0690, s1.acc: 95.0368, s1.loss_bbox: 0.0943, s1.loss_mask: 0.0881, s2.loss_cls: 0.0354, s2.acc: 94.8637, s2.loss_bbox: 0.0615, s2.loss_mask: 0.0414, loss: 1.0183 2022-06-08 08:45:38,068 - mmdet - INFO - Epoch [27][5550/7330] lr: 1.000e-04, eta: 1 day, 3:50:40, time: 1.472, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0182, loss_rpn_bbox: 0.0252, loss_semantic_seg: 0.1617, s0.loss_cls: 0.1488, s0.acc: 94.4338, s0.loss_bbox: 0.0860, s0.loss_mask: 0.1886, s1.loss_cls: 0.0687, s1.acc: 94.8658, s1.loss_bbox: 0.0980, s1.loss_mask: 0.0897, s2.loss_cls: 0.0353, s2.acc: 94.5953, s2.loss_bbox: 0.0656, s2.loss_mask: 0.0426, loss: 1.0282 2022-06-08 08:46:51,298 - mmdet - INFO - Epoch [27][5600/7330] lr: 1.000e-04, eta: 1 day, 3:49:26, time: 1.465, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0177, loss_rpn_bbox: 0.0241, loss_semantic_seg: 0.1661, s0.loss_cls: 0.1454, s0.acc: 94.5630, s0.loss_bbox: 0.0856, s0.loss_mask: 0.1980, s1.loss_cls: 0.0668, s1.acc: 95.0076, s1.loss_bbox: 0.0998, s1.loss_mask: 0.0933, s2.loss_cls: 0.0342, s2.acc: 94.7475, s2.loss_bbox: 0.0648, s2.loss_mask: 0.0442, loss: 1.0400 2022-06-08 08:48:04,147 - mmdet - INFO - Epoch [27][5650/7330] lr: 1.000e-04, eta: 1 day, 3:48:12, time: 1.457, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0174, loss_rpn_bbox: 0.0235, loss_semantic_seg: 0.1535, s0.loss_cls: 0.1468, s0.acc: 94.6829, s0.loss_bbox: 0.0807, s0.loss_mask: 0.1863, s1.loss_cls: 0.0671, s1.acc: 95.1974, s1.loss_bbox: 0.0924, s1.loss_mask: 0.0889, s2.loss_cls: 0.0340, s2.acc: 94.9614, s2.loss_bbox: 0.0625, s2.loss_mask: 0.0421, loss: 0.9952 2022-06-08 08:49:17,691 - mmdet - INFO - Epoch [27][5700/7330] lr: 1.000e-04, eta: 1 day, 3:46:57, time: 1.471, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0277, loss_semantic_seg: 0.1628, s0.loss_cls: 0.1618, s0.acc: 94.0664, s0.loss_bbox: 0.0874, s0.loss_mask: 0.1894, s1.loss_cls: 0.0768, s1.acc: 94.4455, s1.loss_bbox: 0.0987, s1.loss_mask: 0.0881, s2.loss_cls: 0.0386, s2.acc: 94.3090, s2.loss_bbox: 0.0651, s2.loss_mask: 0.0417, loss: 1.0576 2022-06-08 08:50:30,063 - mmdet - INFO - Epoch [27][5750/7330] lr: 1.000e-04, eta: 1 day, 3:45:43, time: 1.446, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0194, loss_rpn_bbox: 0.0246, loss_semantic_seg: 0.1664, s0.loss_cls: 0.1494, s0.acc: 94.4951, s0.loss_bbox: 0.0845, s0.loss_mask: 0.1828, s1.loss_cls: 0.0699, s1.acc: 94.8593, s1.loss_bbox: 0.0962, s1.loss_mask: 0.0861, s2.loss_cls: 0.0353, s2.acc: 94.7727, s2.loss_bbox: 0.0638, s2.loss_mask: 0.0407, loss: 1.0189 2022-06-08 08:51:43,491 - mmdet - INFO - Epoch [27][5800/7330] lr: 1.000e-04, eta: 1 day, 3:44:29, time: 1.470, data_time: 0.020, memory: 64799, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0251, loss_semantic_seg: 0.1609, s0.loss_cls: 0.1520, s0.acc: 94.3164, s0.loss_bbox: 0.0859, s0.loss_mask: 0.1901, s1.loss_cls: 0.0705, s1.acc: 94.7526, s1.loss_bbox: 0.0991, s1.loss_mask: 0.0900, s2.loss_cls: 0.0365, s2.acc: 94.5051, s2.loss_bbox: 0.0656, s2.loss_mask: 0.0427, loss: 1.0380 2022-06-08 08:52:56,477 - mmdet - INFO - Epoch [27][5850/7330] lr: 1.000e-04, eta: 1 day, 3:43:14, time: 1.460, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0255, loss_semantic_seg: 0.1632, s0.loss_cls: 0.1506, s0.acc: 94.4397, s0.loss_bbox: 0.0847, s0.loss_mask: 0.1859, s1.loss_cls: 0.0685, s1.acc: 94.9036, s1.loss_bbox: 0.0959, s1.loss_mask: 0.0878, s2.loss_cls: 0.0354, s2.acc: 94.7140, s2.loss_bbox: 0.0639, s2.loss_mask: 0.0414, loss: 1.0224 2022-06-08 08:54:10,211 - mmdet - INFO - Epoch [27][5900/7330] lr: 1.000e-04, eta: 1 day, 3:42:00, time: 1.475, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0258, loss_semantic_seg: 0.1695, s0.loss_cls: 0.1495, s0.acc: 94.5996, s0.loss_bbox: 0.0851, s0.loss_mask: 0.1875, s1.loss_cls: 0.0680, s1.acc: 95.1085, s1.loss_bbox: 0.0968, s1.loss_mask: 0.0883, s2.loss_cls: 0.0353, s2.acc: 94.8813, s2.loss_bbox: 0.0631, s2.loss_mask: 0.0417, loss: 1.0328 2022-06-08 08:55:23,469 - mmdet - INFO - Epoch [27][5950/7330] lr: 1.000e-04, eta: 1 day, 3:40:46, time: 1.465, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0190, loss_rpn_bbox: 0.0248, loss_semantic_seg: 0.1675, s0.loss_cls: 0.1433, s0.acc: 94.8438, s0.loss_bbox: 0.0797, s0.loss_mask: 0.1853, s1.loss_cls: 0.0660, s1.acc: 95.2588, s1.loss_bbox: 0.0893, s1.loss_mask: 0.0871, s2.loss_cls: 0.0334, s2.acc: 95.1741, s2.loss_bbox: 0.0582, s2.loss_mask: 0.0409, loss: 0.9944 2022-06-08 08:56:37,676 - mmdet - INFO - Epoch [27][6000/7330] lr: 1.000e-04, eta: 1 day, 3:39:32, time: 1.484, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0181, loss_rpn_bbox: 0.0252, loss_semantic_seg: 0.1579, s0.loss_cls: 0.1418, s0.acc: 94.7839, s0.loss_bbox: 0.0804, s0.loss_mask: 0.1826, s1.loss_cls: 0.0641, s1.acc: 95.3067, s1.loss_bbox: 0.0914, s1.loss_mask: 0.0868, s2.loss_cls: 0.0331, s2.acc: 95.0635, s2.loss_bbox: 0.0606, s2.loss_mask: 0.0410, loss: 0.9829 2022-06-08 08:57:50,766 - mmdet - INFO - Epoch [27][6050/7330] lr: 1.000e-04, eta: 1 day, 3:38:18, time: 1.462, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0282, loss_semantic_seg: 0.1661, s0.loss_cls: 0.1526, s0.acc: 94.3970, s0.loss_bbox: 0.0880, s0.loss_mask: 0.1906, s1.loss_cls: 0.0699, s1.acc: 94.8436, s1.loss_bbox: 0.0996, s1.loss_mask: 0.0894, s2.loss_cls: 0.0353, s2.acc: 94.7095, s2.loss_bbox: 0.0663, s2.loss_mask: 0.0425, loss: 1.0496 2022-06-08 08:59:04,000 - mmdet - INFO - Epoch [27][6100/7330] lr: 1.000e-04, eta: 1 day, 3:37:04, time: 1.465, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0187, loss_rpn_bbox: 0.0262, loss_semantic_seg: 0.1648, s0.loss_cls: 0.1502, s0.acc: 94.4495, s0.loss_bbox: 0.0876, s0.loss_mask: 0.1886, s1.loss_cls: 0.0701, s1.acc: 94.7714, s1.loss_bbox: 0.0985, s1.loss_mask: 0.0896, s2.loss_cls: 0.0356, s2.acc: 94.6034, s2.loss_bbox: 0.0641, s2.loss_mask: 0.0423, loss: 1.0364 2022-06-08 09:00:16,085 - mmdet - INFO - Epoch [27][6150/7330] lr: 1.000e-04, eta: 1 day, 3:35:49, time: 1.442, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0172, loss_rpn_bbox: 0.0238, loss_semantic_seg: 0.1677, s0.loss_cls: 0.1452, s0.acc: 94.6584, s0.loss_bbox: 0.0833, s0.loss_mask: 0.1844, s1.loss_cls: 0.0664, s1.acc: 95.1415, s1.loss_bbox: 0.0941, s1.loss_mask: 0.0872, s2.loss_cls: 0.0339, s2.acc: 94.9447, s2.loss_bbox: 0.0624, s2.loss_mask: 0.0411, loss: 1.0068 2022-06-08 09:01:29,472 - mmdet - INFO - Epoch [27][6200/7330] lr: 1.000e-04, eta: 1 day, 3:34:35, time: 1.468, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0255, loss_semantic_seg: 0.1652, s0.loss_cls: 0.1571, s0.acc: 94.3447, s0.loss_bbox: 0.0868, s0.loss_mask: 0.1915, s1.loss_cls: 0.0730, s1.acc: 94.7933, s1.loss_bbox: 0.1000, s1.loss_mask: 0.0905, s2.loss_cls: 0.0378, s2.acc: 94.4159, s2.loss_bbox: 0.0650, s2.loss_mask: 0.0426, loss: 1.0552 2022-06-08 09:02:42,372 - mmdet - INFO - Epoch [27][6250/7330] lr: 1.000e-04, eta: 1 day, 3:33:21, time: 1.458, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0254, loss_semantic_seg: 0.1586, s0.loss_cls: 0.1497, s0.acc: 94.5569, s0.loss_bbox: 0.0839, s0.loss_mask: 0.1842, s1.loss_cls: 0.0676, s1.acc: 95.1353, s1.loss_bbox: 0.0954, s1.loss_mask: 0.0873, s2.loss_cls: 0.0340, s2.acc: 95.0445, s2.loss_bbox: 0.0636, s2.loss_mask: 0.0411, loss: 1.0109 2022-06-08 09:03:54,557 - mmdet - INFO - Epoch [27][6300/7330] lr: 1.000e-04, eta: 1 day, 3:32:06, time: 1.444, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0177, loss_rpn_bbox: 0.0237, loss_semantic_seg: 0.1653, s0.loss_cls: 0.1455, s0.acc: 94.5974, s0.loss_bbox: 0.0818, s0.loss_mask: 0.1831, s1.loss_cls: 0.0671, s1.acc: 95.0966, s1.loss_bbox: 0.0946, s1.loss_mask: 0.0870, s2.loss_cls: 0.0344, s2.acc: 94.8890, s2.loss_bbox: 0.0626, s2.loss_mask: 0.0412, loss: 1.0041 2022-06-08 09:05:08,639 - mmdet - INFO - Epoch [27][6350/7330] lr: 1.000e-04, eta: 1 day, 3:30:52, time: 1.482, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0181, loss_rpn_bbox: 0.0237, loss_semantic_seg: 0.1721, s0.loss_cls: 0.1457, s0.acc: 94.6287, s0.loss_bbox: 0.0817, s0.loss_mask: 0.1869, s1.loss_cls: 0.0665, s1.acc: 95.1423, s1.loss_bbox: 0.0911, s1.loss_mask: 0.0881, s2.loss_cls: 0.0338, s2.acc: 94.9586, s2.loss_bbox: 0.0608, s2.loss_mask: 0.0414, loss: 1.0099 2022-06-08 09:06:21,467 - mmdet - INFO - Epoch [27][6400/7330] lr: 1.000e-04, eta: 1 day, 3:29:38, time: 1.457, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0181, loss_rpn_bbox: 0.0259, loss_semantic_seg: 0.1637, s0.loss_cls: 0.1491, s0.acc: 94.4377, s0.loss_bbox: 0.0859, s0.loss_mask: 0.1888, s1.loss_cls: 0.0694, s1.acc: 94.8779, s1.loss_bbox: 0.0960, s1.loss_mask: 0.0896, s2.loss_cls: 0.0355, s2.acc: 94.6414, s2.loss_bbox: 0.0626, s2.loss_mask: 0.0422, loss: 1.0267 2022-06-08 09:07:33,801 - mmdet - INFO - Epoch [27][6450/7330] lr: 1.000e-04, eta: 1 day, 3:28:23, time: 1.446, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0234, loss_semantic_seg: 0.1704, s0.loss_cls: 0.1513, s0.acc: 94.5203, s0.loss_bbox: 0.0846, s0.loss_mask: 0.1878, s1.loss_cls: 0.0699, s1.acc: 94.9303, s1.loss_bbox: 0.0946, s1.loss_mask: 0.0884, s2.loss_cls: 0.0354, s2.acc: 94.7452, s2.loss_bbox: 0.0616, s2.loss_mask: 0.0416, loss: 1.0289 2022-06-08 09:08:46,585 - mmdet - INFO - Epoch [27][6500/7330] lr: 1.000e-04, eta: 1 day, 3:27:09, time: 1.456, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0256, loss_semantic_seg: 0.1700, s0.loss_cls: 0.1436, s0.acc: 94.7017, s0.loss_bbox: 0.0813, s0.loss_mask: 0.1788, s1.loss_cls: 0.0662, s1.acc: 95.1163, s1.loss_bbox: 0.0928, s1.loss_mask: 0.0848, s2.loss_cls: 0.0344, s2.acc: 94.7916, s2.loss_bbox: 0.0593, s2.loss_mask: 0.0399, loss: 0.9972 2022-06-08 09:09:58,884 - mmdet - INFO - Epoch [27][6550/7330] lr: 1.000e-04, eta: 1 day, 3:25:54, time: 1.446, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0232, loss_semantic_seg: 0.1742, s0.loss_cls: 0.1461, s0.acc: 94.6387, s0.loss_bbox: 0.0823, s0.loss_mask: 0.1868, s1.loss_cls: 0.0668, s1.acc: 95.1445, s1.loss_bbox: 0.0925, s1.loss_mask: 0.0886, s2.loss_cls: 0.0344, s2.acc: 94.9243, s2.loss_bbox: 0.0621, s2.loss_mask: 0.0422, loss: 1.0187 2022-06-08 09:11:11,871 - mmdet - INFO - Epoch [27][6600/7330] lr: 1.000e-04, eta: 1 day, 3:24:40, time: 1.459, data_time: 0.020, memory: 64799, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0250, loss_semantic_seg: 0.1595, s0.loss_cls: 0.1542, s0.acc: 94.3801, s0.loss_bbox: 0.0907, s0.loss_mask: 0.1903, s1.loss_cls: 0.0707, s1.acc: 94.9670, s1.loss_bbox: 0.1013, s1.loss_mask: 0.0898, s2.loss_cls: 0.0368, s2.acc: 94.6221, s2.loss_bbox: 0.0651, s2.loss_mask: 0.0422, loss: 1.0467 2022-06-08 09:12:24,539 - mmdet - INFO - Epoch [27][6650/7330] lr: 1.000e-04, eta: 1 day, 3:23:25, time: 1.454, data_time: 0.020, memory: 64799, loss_rpn_cls: 0.0179, loss_rpn_bbox: 0.0257, loss_semantic_seg: 0.1628, s0.loss_cls: 0.1489, s0.acc: 94.5159, s0.loss_bbox: 0.0842, s0.loss_mask: 0.1865, s1.loss_cls: 0.0687, s1.acc: 94.9165, s1.loss_bbox: 0.0963, s1.loss_mask: 0.0883, s2.loss_cls: 0.0352, s2.acc: 94.6444, s2.loss_bbox: 0.0632, s2.loss_mask: 0.0418, loss: 1.0195 2022-06-08 09:13:36,880 - mmdet - INFO - Epoch [27][6700/7330] lr: 1.000e-04, eta: 1 day, 3:22:11, time: 1.447, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0246, loss_semantic_seg: 0.1693, s0.loss_cls: 0.1520, s0.acc: 94.4207, s0.loss_bbox: 0.0878, s0.loss_mask: 0.1921, s1.loss_cls: 0.0708, s1.acc: 94.7361, s1.loss_bbox: 0.0972, s1.loss_mask: 0.0907, s2.loss_cls: 0.0359, s2.acc: 94.6485, s2.loss_bbox: 0.0632, s2.loss_mask: 0.0427, loss: 1.0474 2022-06-08 09:14:49,965 - mmdet - INFO - Epoch [27][6750/7330] lr: 1.000e-04, eta: 1 day, 3:20:57, time: 1.462, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0184, loss_rpn_bbox: 0.0258, loss_semantic_seg: 0.1631, s0.loss_cls: 0.1498, s0.acc: 94.4797, s0.loss_bbox: 0.0843, s0.loss_mask: 0.1872, s1.loss_cls: 0.0691, s1.acc: 94.9423, s1.loss_bbox: 0.0945, s1.loss_mask: 0.0884, s2.loss_cls: 0.0347, s2.acc: 94.8301, s2.loss_bbox: 0.0614, s2.loss_mask: 0.0415, loss: 1.0181 2022-06-08 09:16:02,583 - mmdet - INFO - Epoch [27][6800/7330] lr: 1.000e-04, eta: 1 day, 3:19:42, time: 1.452, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0250, loss_semantic_seg: 0.1555, s0.loss_cls: 0.1496, s0.acc: 94.4241, s0.loss_bbox: 0.0858, s0.loss_mask: 0.1924, s1.loss_cls: 0.0680, s1.acc: 94.8906, s1.loss_bbox: 0.0968, s1.loss_mask: 0.0909, s2.loss_cls: 0.0347, s2.acc: 94.6835, s2.loss_bbox: 0.0635, s2.loss_mask: 0.0429, loss: 1.0250 2022-06-08 09:17:15,270 - mmdet - INFO - Epoch [27][6850/7330] lr: 1.000e-04, eta: 1 day, 3:18:28, time: 1.454, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0256, loss_semantic_seg: 0.1568, s0.loss_cls: 0.1508, s0.acc: 94.5120, s0.loss_bbox: 0.0833, s0.loss_mask: 0.1873, s1.loss_cls: 0.0696, s1.acc: 94.9896, s1.loss_bbox: 0.0929, s1.loss_mask: 0.0877, s2.loss_cls: 0.0348, s2.acc: 94.8892, s2.loss_bbox: 0.0609, s2.loss_mask: 0.0418, loss: 1.0126 2022-06-08 09:18:28,123 - mmdet - INFO - Epoch [27][6900/7330] lr: 1.000e-04, eta: 1 day, 3:17:14, time: 1.457, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0263, loss_semantic_seg: 0.1673, s0.loss_cls: 0.1515, s0.acc: 94.4204, s0.loss_bbox: 0.0860, s0.loss_mask: 0.1893, s1.loss_cls: 0.0700, s1.acc: 94.9205, s1.loss_bbox: 0.0984, s1.loss_mask: 0.0900, s2.loss_cls: 0.0361, s2.acc: 94.6137, s2.loss_bbox: 0.0632, s2.loss_mask: 0.0425, loss: 1.0400 2022-06-08 09:19:41,251 - mmdet - INFO - Epoch [27][6950/7330] lr: 1.000e-04, eta: 1 day, 3:15:59, time: 1.463, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0185, loss_rpn_bbox: 0.0248, loss_semantic_seg: 0.1668, s0.loss_cls: 0.1528, s0.acc: 94.3706, s0.loss_bbox: 0.0871, s0.loss_mask: 0.1931, s1.loss_cls: 0.0715, s1.acc: 94.6787, s1.loss_bbox: 0.1007, s1.loss_mask: 0.0917, s2.loss_cls: 0.0366, s2.acc: 94.3497, s2.loss_bbox: 0.0663, s2.loss_mask: 0.0432, loss: 1.0531 2022-06-08 09:20:53,257 - mmdet - INFO - Epoch [27][7000/7330] lr: 1.000e-04, eta: 1 day, 3:14:45, time: 1.439, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0188, loss_rpn_bbox: 0.0247, loss_semantic_seg: 0.1621, s0.loss_cls: 0.1515, s0.acc: 94.4141, s0.loss_bbox: 0.0867, s0.loss_mask: 0.1887, s1.loss_cls: 0.0683, s1.acc: 94.9061, s1.loss_bbox: 0.0985, s1.loss_mask: 0.0892, s2.loss_cls: 0.0353, s2.acc: 94.6133, s2.loss_bbox: 0.0631, s2.loss_mask: 0.0420, loss: 1.0290 2022-06-08 09:22:06,301 - mmdet - INFO - Epoch [27][7050/7330] lr: 1.000e-04, eta: 1 day, 3:13:30, time: 1.462, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0249, loss_semantic_seg: 0.1691, s0.loss_cls: 0.1601, s0.acc: 94.1721, s0.loss_bbox: 0.0908, s0.loss_mask: 0.1902, s1.loss_cls: 0.0732, s1.acc: 94.7385, s1.loss_bbox: 0.1000, s1.loss_mask: 0.0893, s2.loss_cls: 0.0379, s2.acc: 94.4528, s2.loss_bbox: 0.0649, s2.loss_mask: 0.0417, loss: 1.0621 2022-06-08 09:23:19,513 - mmdet - INFO - Epoch [27][7100/7330] lr: 1.000e-04, eta: 1 day, 3:12:16, time: 1.462, data_time: 0.011, memory: 64799, loss_rpn_cls: 0.0183, loss_rpn_bbox: 0.0252, loss_semantic_seg: 0.1636, s0.loss_cls: 0.1491, s0.acc: 94.4990, s0.loss_bbox: 0.0833, s0.loss_mask: 0.1885, s1.loss_cls: 0.0681, s1.acc: 94.9889, s1.loss_bbox: 0.0939, s1.loss_mask: 0.0895, s2.loss_cls: 0.0353, s2.acc: 94.7217, s2.loss_bbox: 0.0628, s2.loss_mask: 0.0424, loss: 1.0200 2022-06-08 09:24:32,772 - mmdet - INFO - Epoch [27][7150/7330] lr: 1.000e-04, eta: 1 day, 3:11:02, time: 1.466, data_time: 0.023, memory: 64799, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0260, loss_semantic_seg: 0.1674, s0.loss_cls: 0.1543, s0.acc: 94.2520, s0.loss_bbox: 0.0898, s0.loss_mask: 0.1921, s1.loss_cls: 0.0711, s1.acc: 94.6798, s1.loss_bbox: 0.0982, s1.loss_mask: 0.0898, s2.loss_cls: 0.0362, s2.acc: 94.5660, s2.loss_bbox: 0.0633, s2.loss_mask: 0.0426, loss: 1.0506 2022-06-08 09:25:47,184 - mmdet - INFO - Epoch [27][7200/7330] lr: 1.000e-04, eta: 1 day, 3:09:48, time: 1.489, data_time: 0.021, memory: 64799, loss_rpn_cls: 0.0183, loss_rpn_bbox: 0.0255, loss_semantic_seg: 0.1624, s0.loss_cls: 0.1564, s0.acc: 94.3325, s0.loss_bbox: 0.0858, s0.loss_mask: 0.1896, s1.loss_cls: 0.0712, s1.acc: 94.8245, s1.loss_bbox: 0.0953, s1.loss_mask: 0.0892, s2.loss_cls: 0.0370, s2.acc: 94.6537, s2.loss_bbox: 0.0630, s2.loss_mask: 0.0421, loss: 1.0358 2022-06-08 09:27:00,568 - mmdet - INFO - Epoch [27][7250/7330] lr: 1.000e-04, eta: 1 day, 3:08:34, time: 1.468, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0261, loss_semantic_seg: 0.1748, s0.loss_cls: 0.1603, s0.acc: 94.1079, s0.loss_bbox: 0.0902, s0.loss_mask: 0.1905, s1.loss_cls: 0.0757, s1.acc: 94.4250, s1.loss_bbox: 0.1006, s1.loss_mask: 0.0895, s2.loss_cls: 0.0384, s2.acc: 94.2388, s2.loss_bbox: 0.0639, s2.loss_mask: 0.0423, loss: 1.0743 2022-06-08 09:28:14,963 - mmdet - INFO - Epoch [27][7300/7330] lr: 1.000e-04, eta: 1 day, 3:07:20, time: 1.488, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0253, loss_semantic_seg: 0.1661, s0.loss_cls: 0.1583, s0.acc: 94.2441, s0.loss_bbox: 0.0877, s0.loss_mask: 0.1906, s1.loss_cls: 0.0729, s1.acc: 94.8194, s1.loss_bbox: 0.0993, s1.loss_mask: 0.0896, s2.loss_cls: 0.0371, s2.acc: 94.6972, s2.loss_bbox: 0.0644, s2.loss_mask: 0.0424, loss: 1.0545 2022-06-08 09:29:19,147 - mmdet - INFO - Saving checkpoint at 27 epochs 2022-06-08 09:33:32,521 - mmdet - INFO - Evaluating bbox... 2022-06-08 09:34:18,444 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.560 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.749 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.619 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.421 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.599 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.691 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.729 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.729 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.729 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.591 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.768 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.856 2022-06-08 09:34:18,445 - mmdet - INFO - Evaluating segm... 2022-06-08 09:35:13,806 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.488 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.728 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.534 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.313 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.524 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.665 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 ] = 0.487 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 ] = 0.770 2022-06-08 09:35:14,903 - mmdet - INFO - Exp name: htc++_beit_adapter_v2_large_fpn_3x_coco.py 2022-06-08 09:35:14,904 - mmdet - INFO - Epoch(val) [27][313] bbox_mAP: 0.5600, bbox_mAP_50: 0.7490, bbox_mAP_75: 0.6190, bbox_mAP_s: 0.4210, bbox_mAP_m: 0.5990, bbox_mAP_l: 0.6910, bbox_mAP_copypaste: 0.560 0.749 0.619 0.421 0.599 0.691, segm_mAP: 0.4880, segm_mAP_50: 0.7280, segm_mAP_75: 0.5340, segm_mAP_s: 0.3130, segm_mAP_m: 0.5240, segm_mAP_l: 0.6650, segm_mAP_copypaste: 0.488 0.728 0.534 0.313 0.524 0.665 2022-06-08 09:40:35,147 - mmdet - INFO - Epoch [28][50/7330] lr: 1.000e-05, eta: 1 day, 3:06:29, time: 6.400, data_time: 4.944, memory: 64799, loss_rpn_cls: 0.0187, loss_rpn_bbox: 0.0236, loss_semantic_seg: 0.1576, s0.loss_cls: 0.1379, s0.acc: 94.7847, s0.loss_bbox: 0.0811, s0.loss_mask: 0.1833, s1.loss_cls: 0.0630, s1.acc: 95.2293, s1.loss_bbox: 0.0918, s1.loss_mask: 0.0855, s2.loss_cls: 0.0323, s2.acc: 95.0922, s2.loss_bbox: 0.0602, s2.loss_mask: 0.0401, loss: 0.9753 2022-06-08 09:41:48,672 - mmdet - INFO - Epoch [28][100/7330] lr: 1.000e-05, eta: 1 day, 3:05:15, time: 1.474, data_time: 0.020, memory: 64799, loss_rpn_cls: 0.0164, loss_rpn_bbox: 0.0226, loss_semantic_seg: 0.1557, s0.loss_cls: 0.1384, s0.acc: 94.8342, s0.loss_bbox: 0.0801, s0.loss_mask: 0.1853, s1.loss_cls: 0.0638, s1.acc: 95.2956, s1.loss_bbox: 0.0919, s1.loss_mask: 0.0874, s2.loss_cls: 0.0326, s2.acc: 95.0962, s2.loss_bbox: 0.0617, s2.loss_mask: 0.0416, loss: 0.9774 2022-06-08 09:43:02,979 - mmdet - INFO - Epoch [28][150/7330] lr: 1.000e-05, eta: 1 day, 3:04:01, time: 1.486, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0178, loss_rpn_bbox: 0.0232, loss_semantic_seg: 0.1576, s0.loss_cls: 0.1359, s0.acc: 94.8877, s0.loss_bbox: 0.0794, s0.loss_mask: 0.1832, s1.loss_cls: 0.0607, s1.acc: 95.4554, s1.loss_bbox: 0.0934, s1.loss_mask: 0.0866, s2.loss_cls: 0.0311, s2.acc: 95.2173, s2.loss_bbox: 0.0624, s2.loss_mask: 0.0410, loss: 0.9724 2022-06-08 09:44:15,837 - mmdet - INFO - Epoch [28][200/7330] lr: 1.000e-05, eta: 1 day, 3:02:46, time: 1.458, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0175, loss_rpn_bbox: 0.0244, loss_semantic_seg: 0.1466, s0.loss_cls: 0.1403, s0.acc: 94.8047, s0.loss_bbox: 0.0820, s0.loss_mask: 0.1820, s1.loss_cls: 0.0652, s1.acc: 95.1911, s1.loss_bbox: 0.0942, s1.loss_mask: 0.0854, s2.loss_cls: 0.0332, s2.acc: 94.9670, s2.loss_bbox: 0.0620, s2.loss_mask: 0.0404, loss: 0.9730 2022-06-08 09:45:30,454 - mmdet - INFO - Epoch [28][250/7330] lr: 1.000e-05, eta: 1 day, 3:01:33, time: 1.492, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0260, loss_semantic_seg: 0.1520, s0.loss_cls: 0.1487, s0.acc: 94.5029, s0.loss_bbox: 0.0868, s0.loss_mask: 0.1914, s1.loss_cls: 0.0686, s1.acc: 94.9193, s1.loss_bbox: 0.0971, s1.loss_mask: 0.0898, s2.loss_cls: 0.0346, s2.acc: 94.7744, s2.loss_bbox: 0.0639, s2.loss_mask: 0.0423, loss: 1.0215 2022-06-08 09:46:43,688 - mmdet - INFO - Epoch [28][300/7330] lr: 1.000e-05, eta: 1 day, 3:00:18, time: 1.465, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0171, loss_rpn_bbox: 0.0243, loss_semantic_seg: 0.1494, s0.loss_cls: 0.1379, s0.acc: 94.8599, s0.loss_bbox: 0.0796, s0.loss_mask: 0.1763, s1.loss_cls: 0.0624, s1.acc: 95.4263, s1.loss_bbox: 0.0914, s1.loss_mask: 0.0834, s2.loss_cls: 0.0324, s2.acc: 95.1931, s2.loss_bbox: 0.0596, s2.loss_mask: 0.0393, loss: 0.9532 2022-06-08 09:47:56,621 - mmdet - INFO - Epoch [28][350/7330] lr: 1.000e-05, eta: 1 day, 2:59:04, time: 1.459, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0170, loss_rpn_bbox: 0.0223, loss_semantic_seg: 0.1466, s0.loss_cls: 0.1374, s0.acc: 94.8657, s0.loss_bbox: 0.0778, s0.loss_mask: 0.1802, s1.loss_cls: 0.0628, s1.acc: 95.3463, s1.loss_bbox: 0.0911, s1.loss_mask: 0.0853, s2.loss_cls: 0.0321, s2.acc: 95.1628, s2.loss_bbox: 0.0613, s2.loss_mask: 0.0405, loss: 0.9543 2022-06-08 09:49:10,322 - mmdet - INFO - Epoch [28][400/7330] lr: 1.000e-05, eta: 1 day, 2:57:50, time: 1.474, data_time: 0.022, memory: 64799, loss_rpn_cls: 0.0172, loss_rpn_bbox: 0.0244, loss_semantic_seg: 0.1504, s0.loss_cls: 0.1470, s0.acc: 94.5139, s0.loss_bbox: 0.0844, s0.loss_mask: 0.1837, s1.loss_cls: 0.0673, s1.acc: 94.9857, s1.loss_bbox: 0.0957, s1.loss_mask: 0.0863, s2.loss_cls: 0.0346, s2.acc: 94.7293, s2.loss_bbox: 0.0635, s2.loss_mask: 0.0408, loss: 0.9952 2022-06-08 09:50:24,082 - mmdet - INFO - Epoch [28][450/7330] lr: 1.000e-05, eta: 1 day, 2:56:36, time: 1.475, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0182, loss_rpn_bbox: 0.0243, loss_semantic_seg: 0.1591, s0.loss_cls: 0.1426, s0.acc: 94.7026, s0.loss_bbox: 0.0822, s0.loss_mask: 0.1848, s1.loss_cls: 0.0661, s1.acc: 95.1902, s1.loss_bbox: 0.0924, s1.loss_mask: 0.0871, s2.loss_cls: 0.0336, s2.acc: 94.9915, s2.loss_bbox: 0.0608, s2.loss_mask: 0.0412, loss: 0.9924 2022-06-08 09:51:37,607 - mmdet - INFO - Epoch [28][500/7330] lr: 1.000e-05, eta: 1 day, 2:55:22, time: 1.471, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0184, loss_rpn_bbox: 0.0234, loss_semantic_seg: 0.1547, s0.loss_cls: 0.1477, s0.acc: 94.5774, s0.loss_bbox: 0.0851, s0.loss_mask: 0.1831, s1.loss_cls: 0.0688, s1.acc: 95.0371, s1.loss_bbox: 0.0978, s1.loss_mask: 0.0866, s2.loss_cls: 0.0357, s2.acc: 94.7541, s2.loss_bbox: 0.0656, s2.loss_mask: 0.0410, loss: 1.0079 2022-06-08 09:52:50,895 - mmdet - INFO - Epoch [28][550/7330] lr: 1.000e-05, eta: 1 day, 2:54:07, time: 1.466, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0180, loss_rpn_bbox: 0.0233, loss_semantic_seg: 0.1492, s0.loss_cls: 0.1404, s0.acc: 94.6936, s0.loss_bbox: 0.0823, s0.loss_mask: 0.1857, s1.loss_cls: 0.0648, s1.acc: 95.1185, s1.loss_bbox: 0.0951, s1.loss_mask: 0.0869, s2.loss_cls: 0.0335, s2.acc: 94.8921, s2.loss_bbox: 0.0641, s2.loss_mask: 0.0413, loss: 0.9845 2022-06-08 09:54:04,867 - mmdet - INFO - Epoch [28][600/7330] lr: 1.000e-05, eta: 1 day, 2:52:53, time: 1.480, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0184, loss_rpn_bbox: 0.0253, loss_semantic_seg: 0.1523, s0.loss_cls: 0.1477, s0.acc: 94.4631, s0.loss_bbox: 0.0860, s0.loss_mask: 0.1872, s1.loss_cls: 0.0677, s1.acc: 94.9423, s1.loss_bbox: 0.0976, s1.loss_mask: 0.0887, s2.loss_cls: 0.0352, s2.acc: 94.7577, s2.loss_bbox: 0.0633, s2.loss_mask: 0.0415, loss: 1.0109 2022-06-08 09:55:18,272 - mmdet - INFO - Epoch [28][650/7330] lr: 1.000e-05, eta: 1 day, 2:51:39, time: 1.468, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0192, loss_rpn_bbox: 0.0240, loss_semantic_seg: 0.1511, s0.loss_cls: 0.1426, s0.acc: 94.7292, s0.loss_bbox: 0.0817, s0.loss_mask: 0.1769, s1.loss_cls: 0.0658, s1.acc: 95.2079, s1.loss_bbox: 0.0912, s1.loss_mask: 0.0840, s2.loss_cls: 0.0338, s2.acc: 94.9658, s2.loss_bbox: 0.0585, s2.loss_mask: 0.0395, loss: 0.9683 2022-06-08 09:56:33,102 - mmdet - INFO - Epoch [28][700/7330] lr: 1.000e-05, eta: 1 day, 2:50:25, time: 1.497, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0188, loss_rpn_bbox: 0.0236, loss_semantic_seg: 0.1451, s0.loss_cls: 0.1411, s0.acc: 94.7471, s0.loss_bbox: 0.0799, s0.loss_mask: 0.1829, s1.loss_cls: 0.0647, s1.acc: 95.2182, s1.loss_bbox: 0.0915, s1.loss_mask: 0.0870, s2.loss_cls: 0.0332, s2.acc: 94.9958, s2.loss_bbox: 0.0605, s2.loss_mask: 0.0415, loss: 0.9699 2022-06-08 09:57:47,829 - mmdet - INFO - Epoch [28][750/7330] lr: 1.000e-05, eta: 1 day, 2:49:11, time: 1.495, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0176, loss_rpn_bbox: 0.0230, loss_semantic_seg: 0.1420, s0.loss_cls: 0.1454, s0.acc: 94.5657, s0.loss_bbox: 0.0839, s0.loss_mask: 0.1895, s1.loss_cls: 0.0667, s1.acc: 95.0668, s1.loss_bbox: 0.0958, s1.loss_mask: 0.0894, s2.loss_cls: 0.0344, s2.acc: 94.8694, s2.loss_bbox: 0.0640, s2.loss_mask: 0.0424, loss: 0.9940 2022-06-08 09:59:01,677 - mmdet - INFO - Epoch [28][800/7330] lr: 1.000e-05, eta: 1 day, 2:47:57, time: 1.477, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0194, loss_rpn_bbox: 0.0250, loss_semantic_seg: 0.1560, s0.loss_cls: 0.1496, s0.acc: 94.3843, s0.loss_bbox: 0.0890, s0.loss_mask: 0.1883, s1.loss_cls: 0.0680, s1.acc: 94.9482, s1.loss_bbox: 0.1010, s1.loss_mask: 0.0882, s2.loss_cls: 0.0352, s2.acc: 94.6798, s2.loss_bbox: 0.0653, s2.loss_mask: 0.0417, loss: 1.0268 2022-06-08 10:00:15,945 - mmdet - INFO - Epoch [28][850/7330] lr: 1.000e-05, eta: 1 day, 2:46:43, time: 1.486, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0174, loss_rpn_bbox: 0.0239, loss_semantic_seg: 0.1493, s0.loss_cls: 0.1414, s0.acc: 94.6543, s0.loss_bbox: 0.0818, s0.loss_mask: 0.1847, s1.loss_cls: 0.0642, s1.acc: 95.2309, s1.loss_bbox: 0.0974, s1.loss_mask: 0.0879, s2.loss_cls: 0.0340, s2.acc: 94.9073, s2.loss_bbox: 0.0634, s2.loss_mask: 0.0413, loss: 0.9866 2022-06-08 10:01:30,256 - mmdet - INFO - Epoch [28][900/7330] lr: 1.000e-05, eta: 1 day, 2:45:30, time: 1.486, data_time: 0.012, memory: 64799, loss_rpn_cls: 0.0167, loss_rpn_bbox: 0.0233, loss_semantic_seg: 0.1475, s0.loss_cls: 0.1396, s0.acc: 94.8374, s0.loss_bbox: 0.0800, s0.loss_mask: 0.1845, s1.loss_cls: 0.0637, s1.acc: 95.3128, s1.loss_bbox: 0.0929, s1.loss_mask: 0.0874, s2.loss_cls: 0.0325, s2.acc: 95.0894, s2.loss_bbox: 0.0619, s2.loss_mask: 0.0412, loss: 0.9711 2022-06-08 10:02:44,814 - mmdet - INFO - Epoch [28][950/7330] lr: 1.000e-05, eta: 1 day, 2:44:16, time: 1.491, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0159, loss_rpn_bbox: 0.0235, loss_semantic_seg: 0.1439, s0.loss_cls: 0.1289, s0.acc: 95.1968, s0.loss_bbox: 0.0740, s0.loss_mask: 0.1713, s1.loss_cls: 0.0588, s1.acc: 95.6298, s1.loss_bbox: 0.0852, s1.loss_mask: 0.0812, s2.loss_cls: 0.0301, s2.acc: 95.4366, s2.loss_bbox: 0.0575, s2.loss_mask: 0.0382, loss: 0.9085 2022-06-08 10:03:57,599 - mmdet - INFO - Epoch [28][1000/7330] lr: 1.000e-05, eta: 1 day, 2:43:01, time: 1.456, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0169, loss_rpn_bbox: 0.0228, loss_semantic_seg: 0.1477, s0.loss_cls: 0.1350, s0.acc: 94.9780, s0.loss_bbox: 0.0786, s0.loss_mask: 0.1804, s1.loss_cls: 0.0614, s1.acc: 95.5601, s1.loss_bbox: 0.0916, s1.loss_mask: 0.0849, s2.loss_cls: 0.0315, s2.acc: 95.2503, s2.loss_bbox: 0.0628, s2.loss_mask: 0.0404, loss: 0.9539 2022-06-08 10:05:11,267 - mmdet - INFO - Epoch [28][1050/7330] lr: 1.000e-05, eta: 1 day, 2:41:47, time: 1.473, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0173, loss_rpn_bbox: 0.0241, loss_semantic_seg: 0.1501, s0.loss_cls: 0.1417, s0.acc: 94.6895, s0.loss_bbox: 0.0822, s0.loss_mask: 0.1804, s1.loss_cls: 0.0647, s1.acc: 95.1607, s1.loss_bbox: 0.0940, s1.loss_mask: 0.0845, s2.loss_cls: 0.0332, s2.acc: 94.8941, s2.loss_bbox: 0.0630, s2.loss_mask: 0.0400, loss: 0.9752 2022-06-08 10:06:24,414 - mmdet - INFO - Epoch [28][1100/7330] lr: 1.000e-05, eta: 1 day, 2:40:33, time: 1.463, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0187, loss_rpn_bbox: 0.0216, loss_semantic_seg: 0.1464, s0.loss_cls: 0.1355, s0.acc: 94.9246, s0.loss_bbox: 0.0761, s0.loss_mask: 0.1788, s1.loss_cls: 0.0625, s1.acc: 95.3248, s1.loss_bbox: 0.0899, s1.loss_mask: 0.0841, s2.loss_cls: 0.0323, s2.acc: 95.1000, s2.loss_bbox: 0.0597, s2.loss_mask: 0.0397, loss: 0.9452 2022-06-08 10:07:37,607 - mmdet - INFO - Epoch [28][1150/7330] lr: 1.000e-05, eta: 1 day, 2:39:19, time: 1.464, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0179, loss_rpn_bbox: 0.0252, loss_semantic_seg: 0.1430, s0.loss_cls: 0.1398, s0.acc: 94.7844, s0.loss_bbox: 0.0817, s0.loss_mask: 0.1808, s1.loss_cls: 0.0638, s1.acc: 95.2826, s1.loss_bbox: 0.0937, s1.loss_mask: 0.0855, s2.loss_cls: 0.0325, s2.acc: 95.0717, s2.loss_bbox: 0.0628, s2.loss_mask: 0.0405, loss: 0.9671 2022-06-08 10:08:51,275 - mmdet - INFO - Epoch [28][1200/7330] lr: 1.000e-05, eta: 1 day, 2:38:04, time: 1.474, data_time: 0.023, memory: 64799, loss_rpn_cls: 0.0176, loss_rpn_bbox: 0.0237, loss_semantic_seg: 0.1483, s0.loss_cls: 0.1425, s0.acc: 94.6050, s0.loss_bbox: 0.0833, s0.loss_mask: 0.1838, s1.loss_cls: 0.0657, s1.acc: 95.0538, s1.loss_bbox: 0.0946, s1.loss_mask: 0.0868, s2.loss_cls: 0.0335, s2.acc: 94.8603, s2.loss_bbox: 0.0616, s2.loss_mask: 0.0406, loss: 0.9821 2022-06-08 10:10:05,583 - mmdet - INFO - Epoch [28][1250/7330] lr: 1.000e-05, eta: 1 day, 2:36:50, time: 1.486, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0183, loss_rpn_bbox: 0.0232, loss_semantic_seg: 0.1460, s0.loss_cls: 0.1389, s0.acc: 94.8091, s0.loss_bbox: 0.0805, s0.loss_mask: 0.1843, s1.loss_cls: 0.0639, s1.acc: 95.2275, s1.loss_bbox: 0.0927, s1.loss_mask: 0.0862, s2.loss_cls: 0.0331, s2.acc: 94.9876, s2.loss_bbox: 0.0608, s2.loss_mask: 0.0408, loss: 0.9688 2022-06-08 10:11:18,037 - mmdet - INFO - Epoch [28][1300/7330] lr: 1.000e-05, eta: 1 day, 2:35:36, time: 1.449, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0163, loss_rpn_bbox: 0.0249, loss_semantic_seg: 0.1480, s0.loss_cls: 0.1373, s0.acc: 94.8416, s0.loss_bbox: 0.0789, s0.loss_mask: 0.1802, s1.loss_cls: 0.0627, s1.acc: 95.3199, s1.loss_bbox: 0.0938, s1.loss_mask: 0.0848, s2.loss_cls: 0.0319, s2.acc: 95.0566, s2.loss_bbox: 0.0625, s2.loss_mask: 0.0399, loss: 0.9612 2022-06-08 10:12:31,607 - mmdet - INFO - Epoch [28][1350/7330] lr: 1.000e-05, eta: 1 day, 2:34:22, time: 1.469, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0150, loss_rpn_bbox: 0.0223, loss_semantic_seg: 0.1424, s0.loss_cls: 0.1339, s0.acc: 94.9216, s0.loss_bbox: 0.0763, s0.loss_mask: 0.1765, s1.loss_cls: 0.0607, s1.acc: 95.4143, s1.loss_bbox: 0.0905, s1.loss_mask: 0.0839, s2.loss_cls: 0.0314, s2.acc: 95.2840, s2.loss_bbox: 0.0611, s2.loss_mask: 0.0398, loss: 0.9338 2022-06-08 10:13:45,152 - mmdet - INFO - Epoch [28][1400/7330] lr: 1.000e-05, eta: 1 day, 2:33:08, time: 1.473, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0179, loss_rpn_bbox: 0.0240, loss_semantic_seg: 0.1567, s0.loss_cls: 0.1418, s0.acc: 94.7339, s0.loss_bbox: 0.0815, s0.loss_mask: 0.1831, s1.loss_cls: 0.0657, s1.acc: 95.1335, s1.loss_bbox: 0.0943, s1.loss_mask: 0.0865, s2.loss_cls: 0.0343, s2.acc: 94.7724, s2.loss_bbox: 0.0620, s2.loss_mask: 0.0408, loss: 0.9884 2022-06-08 10:14:57,889 - mmdet - INFO - Epoch [28][1450/7330] lr: 1.000e-05, eta: 1 day, 2:31:53, time: 1.455, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0177, loss_rpn_bbox: 0.0244, loss_semantic_seg: 0.1451, s0.loss_cls: 0.1378, s0.acc: 94.8862, s0.loss_bbox: 0.0797, s0.loss_mask: 0.1820, s1.loss_cls: 0.0627, s1.acc: 95.3642, s1.loss_bbox: 0.0908, s1.loss_mask: 0.0857, s2.loss_cls: 0.0322, s2.acc: 95.2310, s2.loss_bbox: 0.0609, s2.loss_mask: 0.0407, loss: 0.9596 2022-06-08 10:16:11,915 - mmdet - INFO - Epoch [28][1500/7330] lr: 1.000e-05, eta: 1 day, 2:30:39, time: 1.481, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0182, loss_rpn_bbox: 0.0238, loss_semantic_seg: 0.1541, s0.loss_cls: 0.1442, s0.acc: 94.6543, s0.loss_bbox: 0.0834, s0.loss_mask: 0.1830, s1.loss_cls: 0.0670, s1.acc: 95.0937, s1.loss_bbox: 0.0954, s1.loss_mask: 0.0860, s2.loss_cls: 0.0345, s2.acc: 94.9069, s2.loss_bbox: 0.0637, s2.loss_mask: 0.0409, loss: 0.9943 2022-06-08 10:17:25,488 - mmdet - INFO - Epoch [28][1550/7330] lr: 1.000e-05, eta: 1 day, 2:29:25, time: 1.471, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0167, loss_rpn_bbox: 0.0236, loss_semantic_seg: 0.1486, s0.loss_cls: 0.1398, s0.acc: 94.8271, s0.loss_bbox: 0.0806, s0.loss_mask: 0.1806, s1.loss_cls: 0.0630, s1.acc: 95.3673, s1.loss_bbox: 0.0918, s1.loss_mask: 0.0857, s2.loss_cls: 0.0324, s2.acc: 95.1438, s2.loss_bbox: 0.0609, s2.loss_mask: 0.0409, loss: 0.9646 2022-06-08 10:18:38,492 - mmdet - INFO - Epoch [28][1600/7330] lr: 1.000e-05, eta: 1 day, 2:28:11, time: 1.460, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0168, loss_rpn_bbox: 0.0223, loss_semantic_seg: 0.1444, s0.loss_cls: 0.1320, s0.acc: 95.0054, s0.loss_bbox: 0.0793, s0.loss_mask: 0.1790, s1.loss_cls: 0.0600, s1.acc: 95.3763, s1.loss_bbox: 0.0913, s1.loss_mask: 0.0842, s2.loss_cls: 0.0313, s2.acc: 95.1916, s2.loss_bbox: 0.0604, s2.loss_mask: 0.0401, loss: 0.9411 2022-06-08 10:19:52,089 - mmdet - INFO - Epoch [28][1650/7330] lr: 1.000e-05, eta: 1 day, 2:26:56, time: 1.470, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0151, loss_rpn_bbox: 0.0239, loss_semantic_seg: 0.1500, s0.loss_cls: 0.1328, s0.acc: 94.9260, s0.loss_bbox: 0.0773, s0.loss_mask: 0.1757, s1.loss_cls: 0.0606, s1.acc: 95.3809, s1.loss_bbox: 0.0914, s1.loss_mask: 0.0834, s2.loss_cls: 0.0313, s2.acc: 95.1777, s2.loss_bbox: 0.0607, s2.loss_mask: 0.0393, loss: 0.9412 2022-06-08 10:21:05,604 - mmdet - INFO - Epoch [28][1700/7330] lr: 1.000e-05, eta: 1 day, 2:25:42, time: 1.471, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0150, loss_rpn_bbox: 0.0229, loss_semantic_seg: 0.1457, s0.loss_cls: 0.1354, s0.acc: 94.7874, s0.loss_bbox: 0.0799, s0.loss_mask: 0.1812, s1.loss_cls: 0.0618, s1.acc: 95.2647, s1.loss_bbox: 0.0938, s1.loss_mask: 0.0848, s2.loss_cls: 0.0319, s2.acc: 95.1035, s2.loss_bbox: 0.0634, s2.loss_mask: 0.0401, loss: 0.9561 2022-06-08 10:22:19,137 - mmdet - INFO - Epoch [28][1750/7330] lr: 1.000e-05, eta: 1 day, 2:24:28, time: 1.472, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0176, loss_rpn_bbox: 0.0227, loss_semantic_seg: 0.1517, s0.loss_cls: 0.1391, s0.acc: 94.8040, s0.loss_bbox: 0.0800, s0.loss_mask: 0.1816, s1.loss_cls: 0.0624, s1.acc: 95.4167, s1.loss_bbox: 0.0944, s1.loss_mask: 0.0857, s2.loss_cls: 0.0319, s2.acc: 95.1591, s2.loss_bbox: 0.0635, s2.loss_mask: 0.0404, loss: 0.9708 2022-06-08 10:23:32,566 - mmdet - INFO - Epoch [28][1800/7330] lr: 1.000e-05, eta: 1 day, 2:23:14, time: 1.469, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0159, loss_rpn_bbox: 0.0218, loss_semantic_seg: 0.1432, s0.loss_cls: 0.1328, s0.acc: 94.9846, s0.loss_bbox: 0.0763, s0.loss_mask: 0.1794, s1.loss_cls: 0.0598, s1.acc: 95.5043, s1.loss_bbox: 0.0890, s1.loss_mask: 0.0852, s2.loss_cls: 0.0307, s2.acc: 95.3766, s2.loss_bbox: 0.0601, s2.loss_mask: 0.0405, loss: 0.9346 2022-06-08 10:24:46,155 - mmdet - INFO - Epoch [28][1850/7330] lr: 1.000e-05, eta: 1 day, 2:22:00, time: 1.472, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0172, loss_rpn_bbox: 0.0236, loss_semantic_seg: 0.1507, s0.loss_cls: 0.1405, s0.acc: 94.7239, s0.loss_bbox: 0.0841, s0.loss_mask: 0.1826, s1.loss_cls: 0.0637, s1.acc: 95.2681, s1.loss_bbox: 0.0959, s1.loss_mask: 0.0860, s2.loss_cls: 0.0327, s2.acc: 94.9163, s2.loss_bbox: 0.0634, s2.loss_mask: 0.0409, loss: 0.9813 2022-06-08 10:26:00,251 - mmdet - INFO - Epoch [28][1900/7330] lr: 1.000e-05, eta: 1 day, 2:20:46, time: 1.482, data_time: 0.021, memory: 64799, loss_rpn_cls: 0.0176, loss_rpn_bbox: 0.0240, loss_semantic_seg: 0.1378, s0.loss_cls: 0.1409, s0.acc: 94.7019, s0.loss_bbox: 0.0812, s0.loss_mask: 0.1793, s1.loss_cls: 0.0637, s1.acc: 95.2679, s1.loss_bbox: 0.0936, s1.loss_mask: 0.0848, s2.loss_cls: 0.0326, s2.acc: 95.0647, s2.loss_bbox: 0.0635, s2.loss_mask: 0.0402, loss: 0.9591 2022-06-08 10:27:14,186 - mmdet - INFO - Epoch [28][1950/7330] lr: 1.000e-05, eta: 1 day, 2:19:32, time: 1.479, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0160, loss_rpn_bbox: 0.0244, loss_semantic_seg: 0.1435, s0.loss_cls: 0.1421, s0.acc: 94.6462, s0.loss_bbox: 0.0829, s0.loss_mask: 0.1824, s1.loss_cls: 0.0650, s1.acc: 95.0638, s1.loss_bbox: 0.0974, s1.loss_mask: 0.0858, s2.loss_cls: 0.0331, s2.acc: 94.9464, s2.loss_bbox: 0.0637, s2.loss_mask: 0.0406, loss: 0.9769 2022-06-08 10:28:26,567 - mmdet - INFO - Epoch [28][2000/7330] lr: 1.000e-05, eta: 1 day, 2:18:17, time: 1.447, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0174, loss_rpn_bbox: 0.0213, loss_semantic_seg: 0.1386, s0.loss_cls: 0.1316, s0.acc: 95.1631, s0.loss_bbox: 0.0782, s0.loss_mask: 0.1801, s1.loss_cls: 0.0603, s1.acc: 95.6121, s1.loss_bbox: 0.0888, s1.loss_mask: 0.0851, s2.loss_cls: 0.0309, s2.acc: 95.4044, s2.loss_bbox: 0.0586, s2.loss_mask: 0.0402, loss: 0.9312 2022-06-08 10:29:39,256 - mmdet - INFO - Epoch [28][2050/7330] lr: 1.000e-05, eta: 1 day, 2:17:03, time: 1.454, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0168, loss_rpn_bbox: 0.0216, loss_semantic_seg: 0.1429, s0.loss_cls: 0.1347, s0.acc: 95.0227, s0.loss_bbox: 0.0749, s0.loss_mask: 0.1746, s1.loss_cls: 0.0613, s1.acc: 95.5598, s1.loss_bbox: 0.0884, s1.loss_mask: 0.0829, s2.loss_cls: 0.0313, s2.acc: 95.4133, s2.loss_bbox: 0.0616, s2.loss_mask: 0.0396, loss: 0.9306 2022-06-08 10:30:52,887 - mmdet - INFO - Epoch [28][2100/7330] lr: 1.000e-05, eta: 1 day, 2:15:49, time: 1.472, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0159, loss_rpn_bbox: 0.0233, loss_semantic_seg: 0.1455, s0.loss_cls: 0.1344, s0.acc: 94.8550, s0.loss_bbox: 0.0800, s0.loss_mask: 0.1831, s1.loss_cls: 0.0613, s1.acc: 95.3958, s1.loss_bbox: 0.0943, s1.loss_mask: 0.0868, s2.loss_cls: 0.0315, s2.acc: 95.1840, s2.loss_bbox: 0.0623, s2.loss_mask: 0.0411, loss: 0.9597 2022-06-08 10:32:06,480 - mmdet - INFO - Epoch [28][2150/7330] lr: 1.000e-05, eta: 1 day, 2:14:34, time: 1.472, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0181, loss_rpn_bbox: 0.0256, loss_semantic_seg: 0.1412, s0.loss_cls: 0.1407, s0.acc: 94.6792, s0.loss_bbox: 0.0814, s0.loss_mask: 0.1825, s1.loss_cls: 0.0631, s1.acc: 95.2311, s1.loss_bbox: 0.0956, s1.loss_mask: 0.0862, s2.loss_cls: 0.0325, s2.acc: 95.1050, s2.loss_bbox: 0.0638, s2.loss_mask: 0.0411, loss: 0.9719 2022-06-08 10:33:19,834 - mmdet - INFO - Epoch [28][2200/7330] lr: 1.000e-05, eta: 1 day, 2:13:20, time: 1.467, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0166, loss_rpn_bbox: 0.0223, loss_semantic_seg: 0.1469, s0.loss_cls: 0.1378, s0.acc: 94.7896, s0.loss_bbox: 0.0814, s0.loss_mask: 0.1819, s1.loss_cls: 0.0621, s1.acc: 95.2493, s1.loss_bbox: 0.0964, s1.loss_mask: 0.0863, s2.loss_cls: 0.0319, s2.acc: 95.0364, s2.loss_bbox: 0.0643, s2.loss_mask: 0.0408, loss: 0.9688 2022-06-08 10:34:33,350 - mmdet - INFO - Epoch [28][2250/7330] lr: 1.000e-05, eta: 1 day, 2:12:06, time: 1.471, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0168, loss_rpn_bbox: 0.0221, loss_semantic_seg: 0.1484, s0.loss_cls: 0.1359, s0.acc: 94.9299, s0.loss_bbox: 0.0793, s0.loss_mask: 0.1823, s1.loss_cls: 0.0617, s1.acc: 95.4347, s1.loss_bbox: 0.0940, s1.loss_mask: 0.0871, s2.loss_cls: 0.0319, s2.acc: 95.1892, s2.loss_bbox: 0.0642, s2.loss_mask: 0.0416, loss: 0.9654 2022-06-08 10:35:46,618 - mmdet - INFO - Epoch [28][2300/7330] lr: 1.000e-05, eta: 1 day, 2:10:52, time: 1.465, data_time: 0.012, memory: 64799, loss_rpn_cls: 0.0181, loss_rpn_bbox: 0.0233, loss_semantic_seg: 0.1412, s0.loss_cls: 0.1380, s0.acc: 94.7222, s0.loss_bbox: 0.0803, s0.loss_mask: 0.1788, s1.loss_cls: 0.0632, s1.acc: 95.2089, s1.loss_bbox: 0.0909, s1.loss_mask: 0.0840, s2.loss_cls: 0.0322, s2.acc: 94.9985, s2.loss_bbox: 0.0610, s2.loss_mask: 0.0398, loss: 0.9510 2022-06-08 10:37:00,124 - mmdet - INFO - Epoch [28][2350/7330] lr: 1.000e-05, eta: 1 day, 2:09:38, time: 1.468, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0166, loss_rpn_bbox: 0.0229, loss_semantic_seg: 0.1452, s0.loss_cls: 0.1372, s0.acc: 94.9233, s0.loss_bbox: 0.0772, s0.loss_mask: 0.1804, s1.loss_cls: 0.0623, s1.acc: 95.3528, s1.loss_bbox: 0.0889, s1.loss_mask: 0.0850, s2.loss_cls: 0.0321, s2.acc: 95.2140, s2.loss_bbox: 0.0599, s2.loss_mask: 0.0404, loss: 0.9482 2022-06-08 10:38:12,860 - mmdet - INFO - Epoch [28][2400/7330] lr: 1.000e-05, eta: 1 day, 2:08:23, time: 1.456, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0183, loss_rpn_bbox: 0.0224, loss_semantic_seg: 0.1467, s0.loss_cls: 0.1277, s0.acc: 95.1729, s0.loss_bbox: 0.0743, s0.loss_mask: 0.1770, s1.loss_cls: 0.0569, s1.acc: 95.7518, s1.loss_bbox: 0.0884, s1.loss_mask: 0.0844, s2.loss_cls: 0.0296, s2.acc: 95.5649, s2.loss_bbox: 0.0595, s2.loss_mask: 0.0401, loss: 0.9253 2022-06-08 10:39:24,800 - mmdet - INFO - Epoch [28][2450/7330] lr: 1.000e-05, eta: 1 day, 2:07:09, time: 1.439, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0165, loss_rpn_bbox: 0.0217, loss_semantic_seg: 0.1380, s0.loss_cls: 0.1317, s0.acc: 95.0222, s0.loss_bbox: 0.0791, s0.loss_mask: 0.1824, s1.loss_cls: 0.0594, s1.acc: 95.4552, s1.loss_bbox: 0.0907, s1.loss_mask: 0.0858, s2.loss_cls: 0.0307, s2.acc: 95.2669, s2.loss_bbox: 0.0603, s2.loss_mask: 0.0407, loss: 0.9369 2022-06-08 10:40:37,847 - mmdet - INFO - Epoch [28][2500/7330] lr: 1.000e-05, eta: 1 day, 2:05:54, time: 1.461, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0167, loss_rpn_bbox: 0.0210, loss_semantic_seg: 0.1474, s0.loss_cls: 0.1281, s0.acc: 95.2034, s0.loss_bbox: 0.0745, s0.loss_mask: 0.1691, s1.loss_cls: 0.0575, s1.acc: 95.7787, s1.loss_bbox: 0.0856, s1.loss_mask: 0.0797, s2.loss_cls: 0.0296, s2.acc: 95.5340, s2.loss_bbox: 0.0578, s2.loss_mask: 0.0378, loss: 0.9049 2022-06-08 10:41:50,986 - mmdet - INFO - Epoch [28][2550/7330] lr: 1.000e-05, eta: 1 day, 2:04:40, time: 1.463, data_time: 0.020, memory: 64799, loss_rpn_cls: 0.0175, loss_rpn_bbox: 0.0224, loss_semantic_seg: 0.1478, s0.loss_cls: 0.1276, s0.acc: 95.2419, s0.loss_bbox: 0.0731, s0.loss_mask: 0.1744, s1.loss_cls: 0.0575, s1.acc: 95.7261, s1.loss_bbox: 0.0844, s1.loss_mask: 0.0824, s2.loss_cls: 0.0298, s2.acc: 95.4698, s2.loss_bbox: 0.0579, s2.loss_mask: 0.0391, loss: 0.9139 2022-06-08 10:43:03,813 - mmdet - INFO - Epoch [28][2600/7330] lr: 1.000e-05, eta: 1 day, 2:03:26, time: 1.456, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0173, loss_rpn_bbox: 0.0224, loss_semantic_seg: 0.1424, s0.loss_cls: 0.1343, s0.acc: 94.9485, s0.loss_bbox: 0.0783, s0.loss_mask: 0.1787, s1.loss_cls: 0.0604, s1.acc: 95.4204, s1.loss_bbox: 0.0903, s1.loss_mask: 0.0841, s2.loss_cls: 0.0309, s2.acc: 95.2414, s2.loss_bbox: 0.0613, s2.loss_mask: 0.0395, loss: 0.9396 2022-06-08 10:44:16,220 - mmdet - INFO - Epoch [28][2650/7330] lr: 1.000e-05, eta: 1 day, 2:02:11, time: 1.446, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0156, loss_rpn_bbox: 0.0220, loss_semantic_seg: 0.1520, s0.loss_cls: 0.1322, s0.acc: 95.0310, s0.loss_bbox: 0.0766, s0.loss_mask: 0.1780, s1.loss_cls: 0.0603, s1.acc: 95.4808, s1.loss_bbox: 0.0909, s1.loss_mask: 0.0852, s2.loss_cls: 0.0309, s2.acc: 95.3318, s2.loss_bbox: 0.0605, s2.loss_mask: 0.0405, loss: 0.9449 2022-06-08 10:45:29,473 - mmdet - INFO - Epoch [28][2700/7330] lr: 1.000e-05, eta: 1 day, 2:00:57, time: 1.467, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0150, loss_rpn_bbox: 0.0227, loss_semantic_seg: 0.1433, s0.loss_cls: 0.1339, s0.acc: 95.0249, s0.loss_bbox: 0.0759, s0.loss_mask: 0.1774, s1.loss_cls: 0.0602, s1.acc: 95.5581, s1.loss_bbox: 0.0888, s1.loss_mask: 0.0846, s2.loss_cls: 0.0304, s2.acc: 95.3710, s2.loss_bbox: 0.0598, s2.loss_mask: 0.0400, loss: 0.9321 2022-06-08 10:46:42,491 - mmdet - INFO - Epoch [28][2750/7330] lr: 1.000e-05, eta: 1 day, 1:59:42, time: 1.460, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0173, loss_rpn_bbox: 0.0249, loss_semantic_seg: 0.1405, s0.loss_cls: 0.1415, s0.acc: 94.5532, s0.loss_bbox: 0.0844, s0.loss_mask: 0.1871, s1.loss_cls: 0.0649, s1.acc: 95.0790, s1.loss_bbox: 0.0965, s1.loss_mask: 0.0881, s2.loss_cls: 0.0338, s2.acc: 94.8026, s2.loss_bbox: 0.0621, s2.loss_mask: 0.0414, loss: 0.9825 2022-06-08 10:47:57,107 - mmdet - INFO - Epoch [28][2800/7330] lr: 1.000e-05, eta: 1 day, 1:58:29, time: 1.492, data_time: 0.020, memory: 64799, loss_rpn_cls: 0.0168, loss_rpn_bbox: 0.0240, loss_semantic_seg: 0.1540, s0.loss_cls: 0.1360, s0.acc: 94.8435, s0.loss_bbox: 0.0785, s0.loss_mask: 0.1773, s1.loss_cls: 0.0626, s1.acc: 95.2298, s1.loss_bbox: 0.0915, s1.loss_mask: 0.0831, s2.loss_cls: 0.0325, s2.acc: 94.9492, s2.loss_bbox: 0.0607, s2.loss_mask: 0.0391, loss: 0.9560 2022-06-08 10:49:10,826 - mmdet - INFO - Epoch [28][2850/7330] lr: 1.000e-05, eta: 1 day, 1:57:14, time: 1.474, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0153, loss_rpn_bbox: 0.0239, loss_semantic_seg: 0.1474, s0.loss_cls: 0.1414, s0.acc: 94.6995, s0.loss_bbox: 0.0839, s0.loss_mask: 0.1833, s1.loss_cls: 0.0648, s1.acc: 95.1098, s1.loss_bbox: 0.0972, s1.loss_mask: 0.0867, s2.loss_cls: 0.0334, s2.acc: 94.9071, s2.loss_bbox: 0.0636, s2.loss_mask: 0.0408, loss: 0.9817 2022-06-08 10:50:24,172 - mmdet - INFO - Epoch [28][2900/7330] lr: 1.000e-05, eta: 1 day, 1:56:00, time: 1.466, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0168, loss_rpn_bbox: 0.0235, loss_semantic_seg: 0.1457, s0.loss_cls: 0.1321, s0.acc: 94.9993, s0.loss_bbox: 0.0788, s0.loss_mask: 0.1816, s1.loss_cls: 0.0600, s1.acc: 95.4881, s1.loss_bbox: 0.0915, s1.loss_mask: 0.0862, s2.loss_cls: 0.0307, s2.acc: 95.3311, s2.loss_bbox: 0.0622, s2.loss_mask: 0.0408, loss: 0.9500 2022-06-08 10:51:38,087 - mmdet - INFO - Epoch [28][2950/7330] lr: 1.000e-05, eta: 1 day, 1:54:46, time: 1.479, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0172, loss_rpn_bbox: 0.0233, loss_semantic_seg: 0.1562, s0.loss_cls: 0.1400, s0.acc: 94.7476, s0.loss_bbox: 0.0815, s0.loss_mask: 0.1844, s1.loss_cls: 0.0638, s1.acc: 95.2580, s1.loss_bbox: 0.0941, s1.loss_mask: 0.0873, s2.loss_cls: 0.0321, s2.acc: 95.2333, s2.loss_bbox: 0.0627, s2.loss_mask: 0.0412, loss: 0.9839 2022-06-08 10:52:52,019 - mmdet - INFO - Epoch [28][3000/7330] lr: 1.000e-05, eta: 1 day, 1:53:32, time: 1.478, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0173, loss_rpn_bbox: 0.0233, loss_semantic_seg: 0.1521, s0.loss_cls: 0.1404, s0.acc: 94.8154, s0.loss_bbox: 0.0815, s0.loss_mask: 0.1780, s1.loss_cls: 0.0628, s1.acc: 95.3162, s1.loss_bbox: 0.0919, s1.loss_mask: 0.0837, s2.loss_cls: 0.0325, s2.acc: 95.1399, s2.loss_bbox: 0.0613, s2.loss_mask: 0.0397, loss: 0.9645 2022-06-08 10:54:05,561 - mmdet - INFO - Epoch [28][3050/7330] lr: 1.000e-05, eta: 1 day, 1:52:18, time: 1.471, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0179, loss_rpn_bbox: 0.0232, loss_semantic_seg: 0.1391, s0.loss_cls: 0.1334, s0.acc: 94.9561, s0.loss_bbox: 0.0778, s0.loss_mask: 0.1799, s1.loss_cls: 0.0607, s1.acc: 95.4519, s1.loss_bbox: 0.0919, s1.loss_mask: 0.0853, s2.loss_cls: 0.0321, s2.acc: 95.1054, s2.loss_bbox: 0.0622, s2.loss_mask: 0.0406, loss: 0.9441 2022-06-08 10:55:18,684 - mmdet - INFO - Epoch [28][3100/7330] lr: 1.000e-05, eta: 1 day, 1:51:04, time: 1.462, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0174, loss_rpn_bbox: 0.0244, loss_semantic_seg: 0.1420, s0.loss_cls: 0.1394, s0.acc: 94.7351, s0.loss_bbox: 0.0828, s0.loss_mask: 0.1826, s1.loss_cls: 0.0637, s1.acc: 95.2251, s1.loss_bbox: 0.0955, s1.loss_mask: 0.0857, s2.loss_cls: 0.0326, s2.acc: 95.0342, s2.loss_bbox: 0.0640, s2.loss_mask: 0.0402, loss: 0.9703 2022-06-08 10:56:32,992 - mmdet - INFO - Epoch [28][3150/7330] lr: 1.000e-05, eta: 1 day, 1:49:50, time: 1.486, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0161, loss_rpn_bbox: 0.0246, loss_semantic_seg: 0.1449, s0.loss_cls: 0.1377, s0.acc: 94.7493, s0.loss_bbox: 0.0810, s0.loss_mask: 0.1824, s1.loss_cls: 0.0633, s1.acc: 95.1927, s1.loss_bbox: 0.0918, s1.loss_mask: 0.0863, s2.loss_cls: 0.0326, s2.acc: 95.0928, s2.loss_bbox: 0.0604, s2.loss_mask: 0.0406, loss: 0.9615 2022-06-08 10:57:46,559 - mmdet - INFO - Epoch [28][3200/7330] lr: 1.000e-05, eta: 1 day, 1:48:36, time: 1.471, data_time: 0.020, memory: 64799, loss_rpn_cls: 0.0177, loss_rpn_bbox: 0.0248, loss_semantic_seg: 0.1486, s0.loss_cls: 0.1414, s0.acc: 94.6885, s0.loss_bbox: 0.0857, s0.loss_mask: 0.1876, s1.loss_cls: 0.0645, s1.acc: 95.1482, s1.loss_bbox: 0.0971, s1.loss_mask: 0.0878, s2.loss_cls: 0.0335, s2.acc: 94.9363, s2.loss_bbox: 0.0634, s2.loss_mask: 0.0415, loss: 0.9934 2022-06-08 10:59:00,029 - mmdet - INFO - Epoch [28][3250/7330] lr: 1.000e-05, eta: 1 day, 1:47:21, time: 1.470, data_time: 0.021, memory: 64799, loss_rpn_cls: 0.0151, loss_rpn_bbox: 0.0220, loss_semantic_seg: 0.1464, s0.loss_cls: 0.1251, s0.acc: 95.3213, s0.loss_bbox: 0.0720, s0.loss_mask: 0.1759, s1.loss_cls: 0.0565, s1.acc: 95.7110, s1.loss_bbox: 0.0842, s1.loss_mask: 0.0832, s2.loss_cls: 0.0295, s2.acc: 95.4709, s2.loss_bbox: 0.0567, s2.loss_mask: 0.0397, loss: 0.9063 2022-06-08 11:00:13,171 - mmdet - INFO - Epoch [28][3300/7330] lr: 1.000e-05, eta: 1 day, 1:46:07, time: 1.462, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0173, loss_rpn_bbox: 0.0226, loss_semantic_seg: 0.1556, s0.loss_cls: 0.1330, s0.acc: 95.0103, s0.loss_bbox: 0.0787, s0.loss_mask: 0.1795, s1.loss_cls: 0.0605, s1.acc: 95.4798, s1.loss_bbox: 0.0904, s1.loss_mask: 0.0849, s2.loss_cls: 0.0311, s2.acc: 95.2268, s2.loss_bbox: 0.0602, s2.loss_mask: 0.0403, loss: 0.9541 2022-06-08 11:01:26,574 - mmdet - INFO - Epoch [28][3350/7330] lr: 1.000e-05, eta: 1 day, 1:44:53, time: 1.468, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0176, loss_rpn_bbox: 0.0247, loss_semantic_seg: 0.1418, s0.loss_cls: 0.1360, s0.acc: 94.8479, s0.loss_bbox: 0.0826, s0.loss_mask: 0.1832, s1.loss_cls: 0.0612, s1.acc: 95.3512, s1.loss_bbox: 0.0936, s1.loss_mask: 0.0863, s2.loss_cls: 0.0319, s2.acc: 95.1380, s2.loss_bbox: 0.0626, s2.loss_mask: 0.0410, loss: 0.9624 2022-06-08 11:02:40,109 - mmdet - INFO - Epoch [28][3400/7330] lr: 1.000e-05, eta: 1 day, 1:43:39, time: 1.471, data_time: 0.022, memory: 64799, loss_rpn_cls: 0.0171, loss_rpn_bbox: 0.0245, loss_semantic_seg: 0.1469, s0.loss_cls: 0.1356, s0.acc: 94.9019, s0.loss_bbox: 0.0812, s0.loss_mask: 0.1864, s1.loss_cls: 0.0610, s1.acc: 95.4206, s1.loss_bbox: 0.0934, s1.loss_mask: 0.0885, s2.loss_cls: 0.0319, s2.acc: 95.1456, s2.loss_bbox: 0.0620, s2.loss_mask: 0.0418, loss: 0.9704 2022-06-08 11:03:54,126 - mmdet - INFO - Epoch [28][3450/7330] lr: 1.000e-05, eta: 1 day, 1:42:25, time: 1.480, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0163, loss_rpn_bbox: 0.0217, loss_semantic_seg: 0.1483, s0.loss_cls: 0.1326, s0.acc: 94.9985, s0.loss_bbox: 0.0775, s0.loss_mask: 0.1767, s1.loss_cls: 0.0611, s1.acc: 95.4484, s1.loss_bbox: 0.0898, s1.loss_mask: 0.0834, s2.loss_cls: 0.0308, s2.acc: 95.2330, s2.loss_bbox: 0.0591, s2.loss_mask: 0.0394, loss: 0.9367 2022-06-08 11:05:07,906 - mmdet - INFO - Epoch [28][3500/7330] lr: 1.000e-05, eta: 1 day, 1:41:11, time: 1.476, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0172, loss_rpn_bbox: 0.0236, loss_semantic_seg: 0.1449, s0.loss_cls: 0.1392, s0.acc: 94.7153, s0.loss_bbox: 0.0821, s0.loss_mask: 0.1813, s1.loss_cls: 0.0637, s1.acc: 95.1788, s1.loss_bbox: 0.0955, s1.loss_mask: 0.0855, s2.loss_cls: 0.0329, s2.acc: 94.9576, s2.loss_bbox: 0.0630, s2.loss_mask: 0.0402, loss: 0.9690 2022-06-08 11:06:21,189 - mmdet - INFO - Epoch [28][3550/7330] lr: 1.000e-05, eta: 1 day, 1:39:56, time: 1.466, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0167, loss_rpn_bbox: 0.0208, loss_semantic_seg: 0.1421, s0.loss_cls: 0.1270, s0.acc: 95.1997, s0.loss_bbox: 0.0769, s0.loss_mask: 0.1813, s1.loss_cls: 0.0563, s1.acc: 95.7438, s1.loss_bbox: 0.0888, s1.loss_mask: 0.0862, s2.loss_cls: 0.0292, s2.acc: 95.5789, s2.loss_bbox: 0.0597, s2.loss_mask: 0.0408, loss: 0.9257 2022-06-08 11:07:34,358 - mmdet - INFO - Epoch [28][3600/7330] lr: 1.000e-05, eta: 1 day, 1:38:42, time: 1.463, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0159, loss_rpn_bbox: 0.0206, loss_semantic_seg: 0.1456, s0.loss_cls: 0.1313, s0.acc: 95.0984, s0.loss_bbox: 0.0753, s0.loss_mask: 0.1740, s1.loss_cls: 0.0599, s1.acc: 95.5332, s1.loss_bbox: 0.0873, s1.loss_mask: 0.0822, s2.loss_cls: 0.0306, s2.acc: 95.4028, s2.loss_bbox: 0.0598, s2.loss_mask: 0.0389, loss: 0.9213 2022-06-08 11:08:46,979 - mmdet - INFO - Epoch [28][3650/7330] lr: 1.000e-05, eta: 1 day, 1:37:28, time: 1.450, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0172, loss_rpn_bbox: 0.0222, loss_semantic_seg: 0.1429, s0.loss_cls: 0.1309, s0.acc: 95.0154, s0.loss_bbox: 0.0786, s0.loss_mask: 0.1766, s1.loss_cls: 0.0588, s1.acc: 95.4770, s1.loss_bbox: 0.0918, s1.loss_mask: 0.0837, s2.loss_cls: 0.0298, s2.acc: 95.3262, s2.loss_bbox: 0.0615, s2.loss_mask: 0.0396, loss: 0.9335 2022-06-08 11:09:59,730 - mmdet - INFO - Epoch [28][3700/7330] lr: 1.000e-05, eta: 1 day, 1:36:13, time: 1.457, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0158, loss_rpn_bbox: 0.0237, loss_semantic_seg: 0.1403, s0.loss_cls: 0.1310, s0.acc: 95.0422, s0.loss_bbox: 0.0785, s0.loss_mask: 0.1811, s1.loss_cls: 0.0580, s1.acc: 95.7043, s1.loss_bbox: 0.0918, s1.loss_mask: 0.0857, s2.loss_cls: 0.0301, s2.acc: 95.5061, s2.loss_bbox: 0.0613, s2.loss_mask: 0.0406, loss: 0.9377 2022-06-08 11:11:13,697 - mmdet - INFO - Epoch [28][3750/7330] lr: 1.000e-05, eta: 1 day, 1:34:59, time: 1.479, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0171, loss_rpn_bbox: 0.0245, loss_semantic_seg: 0.1459, s0.loss_cls: 0.1376, s0.acc: 94.7778, s0.loss_bbox: 0.0826, s0.loss_mask: 0.1844, s1.loss_cls: 0.0640, s1.acc: 95.1773, s1.loss_bbox: 0.0975, s1.loss_mask: 0.0866, s2.loss_cls: 0.0328, s2.acc: 94.9468, s2.loss_bbox: 0.0646, s2.loss_mask: 0.0409, loss: 0.9784 2022-06-08 11:12:26,624 - mmdet - INFO - Epoch [28][3800/7330] lr: 1.000e-05, eta: 1 day, 1:33:45, time: 1.459, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0167, loss_rpn_bbox: 0.0226, loss_semantic_seg: 0.1490, s0.loss_cls: 0.1379, s0.acc: 94.8979, s0.loss_bbox: 0.0793, s0.loss_mask: 0.1794, s1.loss_cls: 0.0625, s1.acc: 95.4013, s1.loss_bbox: 0.0909, s1.loss_mask: 0.0849, s2.loss_cls: 0.0320, s2.acc: 95.0424, s2.loss_bbox: 0.0620, s2.loss_mask: 0.0404, loss: 0.9577 2022-06-08 11:13:39,380 - mmdet - INFO - Epoch [28][3850/7330] lr: 1.000e-05, eta: 1 day, 1:32:31, time: 1.455, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0148, loss_rpn_bbox: 0.0212, loss_semantic_seg: 0.1485, s0.loss_cls: 0.1303, s0.acc: 95.0781, s0.loss_bbox: 0.0750, s0.loss_mask: 0.1760, s1.loss_cls: 0.0587, s1.acc: 95.6018, s1.loss_bbox: 0.0872, s1.loss_mask: 0.0836, s2.loss_cls: 0.0302, s2.acc: 95.2974, s2.loss_bbox: 0.0593, s2.loss_mask: 0.0398, loss: 0.9247 2022-06-08 11:14:52,581 - mmdet - INFO - Epoch [28][3900/7330] lr: 1.000e-05, eta: 1 day, 1:31:16, time: 1.463, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0170, loss_rpn_bbox: 0.0222, loss_semantic_seg: 0.1374, s0.loss_cls: 0.1343, s0.acc: 94.9973, s0.loss_bbox: 0.0770, s0.loss_mask: 0.1749, s1.loss_cls: 0.0603, s1.acc: 95.5437, s1.loss_bbox: 0.0886, s1.loss_mask: 0.0830, s2.loss_cls: 0.0305, s2.acc: 95.4543, s2.loss_bbox: 0.0602, s2.loss_mask: 0.0394, loss: 0.9247 2022-06-08 11:16:06,016 - mmdet - INFO - Epoch [28][3950/7330] lr: 1.000e-05, eta: 1 day, 1:30:02, time: 1.467, data_time: 0.021, memory: 64799, loss_rpn_cls: 0.0181, loss_rpn_bbox: 0.0245, loss_semantic_seg: 0.1491, s0.loss_cls: 0.1375, s0.acc: 94.8162, s0.loss_bbox: 0.0820, s0.loss_mask: 0.1786, s1.loss_cls: 0.0632, s1.acc: 95.2840, s1.loss_bbox: 0.0957, s1.loss_mask: 0.0844, s2.loss_cls: 0.0323, s2.acc: 95.0478, s2.loss_bbox: 0.0634, s2.loss_mask: 0.0399, loss: 0.9688 2022-06-08 11:17:19,495 - mmdet - INFO - Epoch [28][4000/7330] lr: 1.000e-05, eta: 1 day, 1:28:48, time: 1.472, data_time: 0.020, memory: 64799, loss_rpn_cls: 0.0170, loss_rpn_bbox: 0.0235, loss_semantic_seg: 0.1454, s0.loss_cls: 0.1376, s0.acc: 94.8147, s0.loss_bbox: 0.0780, s0.loss_mask: 0.1783, s1.loss_cls: 0.0621, s1.acc: 95.3287, s1.loss_bbox: 0.0900, s1.loss_mask: 0.0844, s2.loss_cls: 0.0316, s2.acc: 95.2238, s2.loss_bbox: 0.0606, s2.loss_mask: 0.0398, loss: 0.9483 2022-06-08 11:18:33,143 - mmdet - INFO - Epoch [28][4050/7330] lr: 1.000e-05, eta: 1 day, 1:27:34, time: 1.473, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0151, loss_rpn_bbox: 0.0210, loss_semantic_seg: 0.1392, s0.loss_cls: 0.1315, s0.acc: 95.0918, s0.loss_bbox: 0.0766, s0.loss_mask: 0.1785, s1.loss_cls: 0.0589, s1.acc: 95.5738, s1.loss_bbox: 0.0892, s1.loss_mask: 0.0847, s2.loss_cls: 0.0300, s2.acc: 95.4734, s2.loss_bbox: 0.0604, s2.loss_mask: 0.0401, loss: 0.9252 2022-06-08 11:19:46,542 - mmdet - INFO - Epoch [28][4100/7330] lr: 1.000e-05, eta: 1 day, 1:26:20, time: 1.468, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0192, loss_rpn_bbox: 0.0235, loss_semantic_seg: 0.1424, s0.loss_cls: 0.1362, s0.acc: 94.8694, s0.loss_bbox: 0.0789, s0.loss_mask: 0.1844, s1.loss_cls: 0.0613, s1.acc: 95.4762, s1.loss_bbox: 0.0912, s1.loss_mask: 0.0875, s2.loss_cls: 0.0315, s2.acc: 95.2728, s2.loss_bbox: 0.0606, s2.loss_mask: 0.0411, loss: 0.9576 2022-06-08 11:20:59,690 - mmdet - INFO - Epoch [28][4150/7330] lr: 1.000e-05, eta: 1 day, 1:25:05, time: 1.463, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0175, loss_rpn_bbox: 0.0237, loss_semantic_seg: 0.1408, s0.loss_cls: 0.1255, s0.acc: 95.2769, s0.loss_bbox: 0.0740, s0.loss_mask: 0.1712, s1.loss_cls: 0.0566, s1.acc: 95.7511, s1.loss_bbox: 0.0870, s1.loss_mask: 0.0816, s2.loss_cls: 0.0290, s2.acc: 95.6053, s2.loss_bbox: 0.0589, s2.loss_mask: 0.0385, loss: 0.9042 2022-06-08 11:22:11,920 - mmdet - INFO - Epoch [28][4200/7330] lr: 1.000e-05, eta: 1 day, 1:23:51, time: 1.444, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0161, loss_rpn_bbox: 0.0203, loss_semantic_seg: 0.1439, s0.loss_cls: 0.1324, s0.acc: 94.9980, s0.loss_bbox: 0.0792, s0.loss_mask: 0.1815, s1.loss_cls: 0.0605, s1.acc: 95.5141, s1.loss_bbox: 0.0908, s1.loss_mask: 0.0853, s2.loss_cls: 0.0313, s2.acc: 95.2512, s2.loss_bbox: 0.0604, s2.loss_mask: 0.0403, loss: 0.9419 2022-06-08 11:23:25,297 - mmdet - INFO - Epoch [28][4250/7330] lr: 1.000e-05, eta: 1 day, 1:22:37, time: 1.468, data_time: 0.022, memory: 64799, loss_rpn_cls: 0.0169, loss_rpn_bbox: 0.0233, loss_semantic_seg: 0.1487, s0.loss_cls: 0.1343, s0.acc: 94.9851, s0.loss_bbox: 0.0768, s0.loss_mask: 0.1775, s1.loss_cls: 0.0602, s1.acc: 95.5522, s1.loss_bbox: 0.0901, s1.loss_mask: 0.0837, s2.loss_cls: 0.0308, s2.acc: 95.3572, s2.loss_bbox: 0.0613, s2.loss_mask: 0.0400, loss: 0.9434 2022-06-08 11:24:38,879 - mmdet - INFO - Epoch [28][4300/7330] lr: 1.000e-05, eta: 1 day, 1:21:22, time: 1.471, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0188, loss_rpn_bbox: 0.0241, loss_semantic_seg: 0.1502, s0.loss_cls: 0.1420, s0.acc: 94.6094, s0.loss_bbox: 0.0814, s0.loss_mask: 0.1858, s1.loss_cls: 0.0653, s1.acc: 95.0657, s1.loss_bbox: 0.0931, s1.loss_mask: 0.0879, s2.loss_cls: 0.0335, s2.acc: 94.9036, s2.loss_bbox: 0.0631, s2.loss_mask: 0.0417, loss: 0.9869 2022-06-08 11:25:53,210 - mmdet - INFO - Epoch [28][4350/7330] lr: 1.000e-05, eta: 1 day, 1:20:09, time: 1.487, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0192, loss_rpn_bbox: 0.0257, loss_semantic_seg: 0.1393, s0.loss_cls: 0.1371, s0.acc: 94.8489, s0.loss_bbox: 0.0814, s0.loss_mask: 0.1790, s1.loss_cls: 0.0627, s1.acc: 95.3135, s1.loss_bbox: 0.0936, s1.loss_mask: 0.0846, s2.loss_cls: 0.0321, s2.acc: 95.0641, s2.loss_bbox: 0.0617, s2.loss_mask: 0.0399, loss: 0.9561 2022-06-08 11:27:06,968 - mmdet - INFO - Epoch [28][4400/7330] lr: 1.000e-05, eta: 1 day, 1:18:54, time: 1.475, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0170, loss_rpn_bbox: 0.0242, loss_semantic_seg: 0.1469, s0.loss_cls: 0.1330, s0.acc: 94.9011, s0.loss_bbox: 0.0811, s0.loss_mask: 0.1800, s1.loss_cls: 0.0611, s1.acc: 95.3506, s1.loss_bbox: 0.0929, s1.loss_mask: 0.0852, s2.loss_cls: 0.0315, s2.acc: 95.1280, s2.loss_bbox: 0.0632, s2.loss_mask: 0.0403, loss: 0.9564 2022-06-08 11:28:20,779 - mmdet - INFO - Epoch [28][4450/7330] lr: 1.000e-05, eta: 1 day, 1:17:40, time: 1.476, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0181, loss_rpn_bbox: 0.0235, loss_semantic_seg: 0.1456, s0.loss_cls: 0.1416, s0.acc: 94.6399, s0.loss_bbox: 0.0817, s0.loss_mask: 0.1835, s1.loss_cls: 0.0638, s1.acc: 95.2275, s1.loss_bbox: 0.0944, s1.loss_mask: 0.0867, s2.loss_cls: 0.0327, s2.acc: 94.9804, s2.loss_bbox: 0.0630, s2.loss_mask: 0.0411, loss: 0.9756 2022-06-08 11:29:34,144 - mmdet - INFO - Epoch [28][4500/7330] lr: 1.000e-05, eta: 1 day, 1:16:26, time: 1.467, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0172, loss_rpn_bbox: 0.0252, loss_semantic_seg: 0.1475, s0.loss_cls: 0.1296, s0.acc: 95.0908, s0.loss_bbox: 0.0790, s0.loss_mask: 0.1776, s1.loss_cls: 0.0575, s1.acc: 95.6504, s1.loss_bbox: 0.0902, s1.loss_mask: 0.0840, s2.loss_cls: 0.0298, s2.acc: 95.5140, s2.loss_bbox: 0.0602, s2.loss_mask: 0.0399, loss: 0.9376 2022-06-08 11:30:47,053 - mmdet - INFO - Epoch [28][4550/7330] lr: 1.000e-05, eta: 1 day, 1:15:12, time: 1.458, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0148, loss_rpn_bbox: 0.0217, loss_semantic_seg: 0.1517, s0.loss_cls: 0.1326, s0.acc: 95.0515, s0.loss_bbox: 0.0787, s0.loss_mask: 0.1829, s1.loss_cls: 0.0607, s1.acc: 95.4950, s1.loss_bbox: 0.0922, s1.loss_mask: 0.0868, s2.loss_cls: 0.0311, s2.acc: 95.3259, s2.loss_bbox: 0.0615, s2.loss_mask: 0.0414, loss: 0.9559 2022-06-08 11:32:00,839 - mmdet - INFO - Epoch [28][4600/7330] lr: 1.000e-05, eta: 1 day, 1:13:58, time: 1.476, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0154, loss_rpn_bbox: 0.0222, loss_semantic_seg: 0.1445, s0.loss_cls: 0.1296, s0.acc: 95.2283, s0.loss_bbox: 0.0776, s0.loss_mask: 0.1783, s1.loss_cls: 0.0580, s1.acc: 95.7975, s1.loss_bbox: 0.0885, s1.loss_mask: 0.0836, s2.loss_cls: 0.0297, s2.acc: 95.5644, s2.loss_bbox: 0.0595, s2.loss_mask: 0.0397, loss: 0.9268 2022-06-08 11:33:15,108 - mmdet - INFO - Epoch [28][4650/7330] lr: 1.000e-05, eta: 1 day, 1:12:44, time: 1.485, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0166, loss_rpn_bbox: 0.0234, loss_semantic_seg: 0.1453, s0.loss_cls: 0.1407, s0.acc: 94.6282, s0.loss_bbox: 0.0826, s0.loss_mask: 0.1816, s1.loss_cls: 0.0639, s1.acc: 95.0991, s1.loss_bbox: 0.0942, s1.loss_mask: 0.0856, s2.loss_cls: 0.0328, s2.acc: 94.9779, s2.loss_bbox: 0.0612, s2.loss_mask: 0.0402, loss: 0.9682 2022-06-08 11:34:29,750 - mmdet - INFO - Epoch [28][4700/7330] lr: 1.000e-05, eta: 1 day, 1:11:30, time: 1.493, data_time: 0.030, memory: 64799, loss_rpn_cls: 0.0162, loss_rpn_bbox: 0.0220, loss_semantic_seg: 0.1441, s0.loss_cls: 0.1349, s0.acc: 94.9155, s0.loss_bbox: 0.0793, s0.loss_mask: 0.1848, s1.loss_cls: 0.0613, s1.acc: 95.4504, s1.loss_bbox: 0.0940, s1.loss_mask: 0.0879, s2.loss_cls: 0.0319, s2.acc: 95.1101, s2.loss_bbox: 0.0629, s2.loss_mask: 0.0418, loss: 0.9611 2022-06-08 11:35:43,269 - mmdet - INFO - Epoch [28][4750/7330] lr: 1.000e-05, eta: 1 day, 1:10:16, time: 1.470, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0174, loss_rpn_bbox: 0.0223, loss_semantic_seg: 0.1412, s0.loss_cls: 0.1289, s0.acc: 95.1230, s0.loss_bbox: 0.0736, s0.loss_mask: 0.1751, s1.loss_cls: 0.0581, s1.acc: 95.5922, s1.loss_bbox: 0.0864, s1.loss_mask: 0.0835, s2.loss_cls: 0.0298, s2.acc: 95.4006, s2.loss_bbox: 0.0593, s2.loss_mask: 0.0397, loss: 0.9153 2022-06-08 11:36:57,010 - mmdet - INFO - Epoch [28][4800/7330] lr: 1.000e-05, eta: 1 day, 1:09:02, time: 1.475, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0172, loss_rpn_bbox: 0.0236, loss_semantic_seg: 0.1453, s0.loss_cls: 0.1344, s0.acc: 95.0054, s0.loss_bbox: 0.0800, s0.loss_mask: 0.1784, s1.loss_cls: 0.0607, s1.acc: 95.4988, s1.loss_bbox: 0.0929, s1.loss_mask: 0.0841, s2.loss_cls: 0.0314, s2.acc: 95.2878, s2.loss_bbox: 0.0617, s2.loss_mask: 0.0399, loss: 0.9495 2022-06-08 11:38:10,650 - mmdet - INFO - Epoch [28][4850/7330] lr: 1.000e-05, eta: 1 day, 1:07:48, time: 1.471, data_time: 0.012, memory: 64799, loss_rpn_cls: 0.0172, loss_rpn_bbox: 0.0222, loss_semantic_seg: 0.1438, s0.loss_cls: 0.1291, s0.acc: 95.1865, s0.loss_bbox: 0.0768, s0.loss_mask: 0.1790, s1.loss_cls: 0.0578, s1.acc: 95.7257, s1.loss_bbox: 0.0900, s1.loss_mask: 0.0849, s2.loss_cls: 0.0294, s2.acc: 95.5887, s2.loss_bbox: 0.0608, s2.loss_mask: 0.0404, loss: 0.9314 2022-06-08 11:39:22,834 - mmdet - INFO - Epoch [28][4900/7330] lr: 1.000e-05, eta: 1 day, 1:06:33, time: 1.446, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0179, loss_rpn_bbox: 0.0231, loss_semantic_seg: 0.1383, s0.loss_cls: 0.1362, s0.acc: 94.9104, s0.loss_bbox: 0.0828, s0.loss_mask: 0.1881, s1.loss_cls: 0.0621, s1.acc: 95.4200, s1.loss_bbox: 0.0944, s1.loss_mask: 0.0888, s2.loss_cls: 0.0309, s2.acc: 95.3182, s2.loss_bbox: 0.0632, s2.loss_mask: 0.0420, loss: 0.9678 2022-06-08 11:40:36,183 - mmdet - INFO - Epoch [28][4950/7330] lr: 1.000e-05, eta: 1 day, 1:05:19, time: 1.467, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0163, loss_rpn_bbox: 0.0216, loss_semantic_seg: 0.1344, s0.loss_cls: 0.1293, s0.acc: 95.1680, s0.loss_bbox: 0.0745, s0.loss_mask: 0.1769, s1.loss_cls: 0.0577, s1.acc: 95.7339, s1.loss_bbox: 0.0899, s1.loss_mask: 0.0838, s2.loss_cls: 0.0295, s2.acc: 95.5673, s2.loss_bbox: 0.0600, s2.loss_mask: 0.0398, loss: 0.9137 2022-06-08 11:41:49,453 - mmdet - INFO - Epoch [28][5000/7330] lr: 1.000e-05, eta: 1 day, 1:04:05, time: 1.465, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0171, loss_rpn_bbox: 0.0234, loss_semantic_seg: 0.1503, s0.loss_cls: 0.1360, s0.acc: 94.8262, s0.loss_bbox: 0.0791, s0.loss_mask: 0.1789, s1.loss_cls: 0.0614, s1.acc: 95.3847, s1.loss_bbox: 0.0923, s1.loss_mask: 0.0844, s2.loss_cls: 0.0313, s2.acc: 95.1992, s2.loss_bbox: 0.0625, s2.loss_mask: 0.0401, loss: 0.9568 2022-06-08 11:43:03,706 - mmdet - INFO - Epoch [28][5050/7330] lr: 1.000e-05, eta: 1 day, 1:02:51, time: 1.485, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0162, loss_rpn_bbox: 0.0229, loss_semantic_seg: 0.1468, s0.loss_cls: 0.1369, s0.acc: 94.8640, s0.loss_bbox: 0.0802, s0.loss_mask: 0.1764, s1.loss_cls: 0.0620, s1.acc: 95.3911, s1.loss_bbox: 0.0903, s1.loss_mask: 0.0836, s2.loss_cls: 0.0312, s2.acc: 95.3030, s2.loss_bbox: 0.0597, s2.loss_mask: 0.0396, loss: 0.9459 2022-06-08 11:44:15,877 - mmdet - INFO - Epoch [28][5100/7330] lr: 1.000e-05, eta: 1 day, 1:01:36, time: 1.444, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0168, loss_rpn_bbox: 0.0232, loss_semantic_seg: 0.1441, s0.loss_cls: 0.1373, s0.acc: 94.7776, s0.loss_bbox: 0.0839, s0.loss_mask: 0.1828, s1.loss_cls: 0.0621, s1.acc: 95.3213, s1.loss_bbox: 0.0974, s1.loss_mask: 0.0867, s2.loss_cls: 0.0318, s2.acc: 95.1226, s2.loss_bbox: 0.0637, s2.loss_mask: 0.0410, loss: 0.9708 2022-06-08 11:45:28,711 - mmdet - INFO - Epoch [28][5150/7330] lr: 1.000e-05, eta: 1 day, 1:00:22, time: 1.456, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0161, loss_rpn_bbox: 0.0243, loss_semantic_seg: 0.1446, s0.loss_cls: 0.1390, s0.acc: 94.7781, s0.loss_bbox: 0.0820, s0.loss_mask: 0.1825, s1.loss_cls: 0.0625, s1.acc: 95.3422, s1.loss_bbox: 0.0944, s1.loss_mask: 0.0861, s2.loss_cls: 0.0320, s2.acc: 95.2124, s2.loss_bbox: 0.0636, s2.loss_mask: 0.0409, loss: 0.9679 2022-06-08 11:46:41,397 - mmdet - INFO - Epoch [28][5200/7330] lr: 1.000e-05, eta: 1 day, 0:59:07, time: 1.454, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0163, loss_rpn_bbox: 0.0203, loss_semantic_seg: 0.1436, s0.loss_cls: 0.1351, s0.acc: 95.0366, s0.loss_bbox: 0.0768, s0.loss_mask: 0.1808, s1.loss_cls: 0.0616, s1.acc: 95.4442, s1.loss_bbox: 0.0891, s1.loss_mask: 0.0854, s2.loss_cls: 0.0321, s2.acc: 95.2571, s2.loss_bbox: 0.0594, s2.loss_mask: 0.0404, loss: 0.9409 2022-06-08 11:47:54,599 - mmdet - INFO - Epoch [28][5250/7330] lr: 1.000e-05, eta: 1 day, 0:57:53, time: 1.463, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0178, loss_rpn_bbox: 0.0237, loss_semantic_seg: 0.1474, s0.loss_cls: 0.1378, s0.acc: 94.8362, s0.loss_bbox: 0.0782, s0.loss_mask: 0.1789, s1.loss_cls: 0.0633, s1.acc: 95.2897, s1.loss_bbox: 0.0898, s1.loss_mask: 0.0843, s2.loss_cls: 0.0324, s2.acc: 95.0599, s2.loss_bbox: 0.0590, s2.loss_mask: 0.0397, loss: 0.9521 2022-06-08 11:49:07,332 - mmdet - INFO - Epoch [28][5300/7330] lr: 1.000e-05, eta: 1 day, 0:56:39, time: 1.455, data_time: 0.022, memory: 64799, loss_rpn_cls: 0.0163, loss_rpn_bbox: 0.0214, loss_semantic_seg: 0.1382, s0.loss_cls: 0.1275, s0.acc: 95.1963, s0.loss_bbox: 0.0719, s0.loss_mask: 0.1732, s1.loss_cls: 0.0571, s1.acc: 95.7286, s1.loss_bbox: 0.0863, s1.loss_mask: 0.0829, s2.loss_cls: 0.0295, s2.acc: 95.5921, s2.loss_bbox: 0.0600, s2.loss_mask: 0.0394, loss: 0.9038 2022-06-08 11:50:21,008 - mmdet - INFO - Epoch [28][5350/7330] lr: 1.000e-05, eta: 1 day, 0:55:25, time: 1.474, data_time: 0.024, memory: 64799, loss_rpn_cls: 0.0161, loss_rpn_bbox: 0.0224, loss_semantic_seg: 0.1469, s0.loss_cls: 0.1361, s0.acc: 94.9229, s0.loss_bbox: 0.0773, s0.loss_mask: 0.1780, s1.loss_cls: 0.0607, s1.acc: 95.4793, s1.loss_bbox: 0.0918, s1.loss_mask: 0.0839, s2.loss_cls: 0.0309, s2.acc: 95.3207, s2.loss_bbox: 0.0615, s2.loss_mask: 0.0397, loss: 0.9453 2022-06-08 11:51:33,466 - mmdet - INFO - Epoch [28][5400/7330] lr: 1.000e-05, eta: 1 day, 0:54:10, time: 1.449, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0160, loss_rpn_bbox: 0.0223, loss_semantic_seg: 0.1451, s0.loss_cls: 0.1297, s0.acc: 95.0164, s0.loss_bbox: 0.0761, s0.loss_mask: 0.1739, s1.loss_cls: 0.0582, s1.acc: 95.5308, s1.loss_bbox: 0.0892, s1.loss_mask: 0.0825, s2.loss_cls: 0.0296, s2.acc: 95.4136, s2.loss_bbox: 0.0596, s2.loss_mask: 0.0391, loss: 0.9212 2022-06-08 11:52:46,589 - mmdet - INFO - Epoch [28][5450/7330] lr: 1.000e-05, eta: 1 day, 0:52:56, time: 1.462, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0165, loss_rpn_bbox: 0.0230, loss_semantic_seg: 0.1440, s0.loss_cls: 0.1303, s0.acc: 95.0620, s0.loss_bbox: 0.0789, s0.loss_mask: 0.1778, s1.loss_cls: 0.0585, s1.acc: 95.6118, s1.loss_bbox: 0.0905, s1.loss_mask: 0.0840, s2.loss_cls: 0.0297, s2.acc: 95.4208, s2.loss_bbox: 0.0617, s2.loss_mask: 0.0401, loss: 0.9350 2022-06-08 11:54:00,477 - mmdet - INFO - Epoch [28][5500/7330] lr: 1.000e-05, eta: 1 day, 0:51:42, time: 1.477, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0154, loss_rpn_bbox: 0.0217, loss_semantic_seg: 0.1495, s0.loss_cls: 0.1328, s0.acc: 95.0342, s0.loss_bbox: 0.0735, s0.loss_mask: 0.1760, s1.loss_cls: 0.0599, s1.acc: 95.4987, s1.loss_bbox: 0.0844, s1.loss_mask: 0.0838, s2.loss_cls: 0.0305, s2.acc: 95.3433, s2.loss_bbox: 0.0589, s2.loss_mask: 0.0402, loss: 0.9266 2022-06-08 11:55:14,208 - mmdet - INFO - Epoch [28][5550/7330] lr: 1.000e-05, eta: 1 day, 0:50:28, time: 1.475, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0166, loss_rpn_bbox: 0.0211, loss_semantic_seg: 0.1438, s0.loss_cls: 0.1316, s0.acc: 95.0955, s0.loss_bbox: 0.0764, s0.loss_mask: 0.1817, s1.loss_cls: 0.0597, s1.acc: 95.6265, s1.loss_bbox: 0.0913, s1.loss_mask: 0.0867, s2.loss_cls: 0.0309, s2.acc: 95.4165, s2.loss_bbox: 0.0617, s2.loss_mask: 0.0409, loss: 0.9423 2022-06-08 11:56:28,031 - mmdet - INFO - Epoch [28][5600/7330] lr: 1.000e-05, eta: 1 day, 0:49:14, time: 1.476, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0173, loss_rpn_bbox: 0.0225, loss_semantic_seg: 0.1437, s0.loss_cls: 0.1331, s0.acc: 95.0386, s0.loss_bbox: 0.0755, s0.loss_mask: 0.1777, s1.loss_cls: 0.0614, s1.acc: 95.5017, s1.loss_bbox: 0.0907, s1.loss_mask: 0.0842, s2.loss_cls: 0.0316, s2.acc: 95.3267, s2.loss_bbox: 0.0616, s2.loss_mask: 0.0400, loss: 0.9394 2022-06-08 11:57:41,536 - mmdet - INFO - Epoch [28][5650/7330] lr: 1.000e-05, eta: 1 day, 0:48:00, time: 1.470, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0156, loss_rpn_bbox: 0.0231, loss_semantic_seg: 0.1451, s0.loss_cls: 0.1371, s0.acc: 94.8149, s0.loss_bbox: 0.0802, s0.loss_mask: 0.1814, s1.loss_cls: 0.0620, s1.acc: 95.3568, s1.loss_bbox: 0.0950, s1.loss_mask: 0.0860, s2.loss_cls: 0.0320, s2.acc: 95.1471, s2.loss_bbox: 0.0635, s2.loss_mask: 0.0408, loss: 0.9620 2022-06-08 11:58:56,063 - mmdet - INFO - Epoch [28][5700/7330] lr: 1.000e-05, eta: 1 day, 0:46:46, time: 1.491, data_time: 0.021, memory: 64799, loss_rpn_cls: 0.0183, loss_rpn_bbox: 0.0241, loss_semantic_seg: 0.1551, s0.loss_cls: 0.1405, s0.acc: 94.8049, s0.loss_bbox: 0.0798, s0.loss_mask: 0.1842, s1.loss_cls: 0.0647, s1.acc: 95.2712, s1.loss_bbox: 0.0920, s1.loss_mask: 0.0869, s2.loss_cls: 0.0328, s2.acc: 95.1185, s2.loss_bbox: 0.0618, s2.loss_mask: 0.0412, loss: 0.9813 2022-06-08 12:00:11,298 - mmdet - INFO - Epoch [28][5750/7330] lr: 1.000e-05, eta: 1 day, 0:45:32, time: 1.505, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0187, loss_rpn_bbox: 0.0240, loss_semantic_seg: 0.1465, s0.loss_cls: 0.1338, s0.acc: 95.0000, s0.loss_bbox: 0.0779, s0.loss_mask: 0.1794, s1.loss_cls: 0.0597, s1.acc: 95.6502, s1.loss_bbox: 0.0907, s1.loss_mask: 0.0846, s2.loss_cls: 0.0307, s2.acc: 95.3806, s2.loss_bbox: 0.0621, s2.loss_mask: 0.0398, loss: 0.9477 2022-06-08 12:01:25,524 - mmdet - INFO - Epoch [28][5800/7330] lr: 1.000e-05, eta: 1 day, 0:44:18, time: 1.484, data_time: 0.012, memory: 64799, loss_rpn_cls: 0.0149, loss_rpn_bbox: 0.0214, loss_semantic_seg: 0.1480, s0.loss_cls: 0.1325, s0.acc: 95.0774, s0.loss_bbox: 0.0775, s0.loss_mask: 0.1745, s1.loss_cls: 0.0595, s1.acc: 95.6085, s1.loss_bbox: 0.0906, s1.loss_mask: 0.0828, s2.loss_cls: 0.0302, s2.acc: 95.4774, s2.loss_bbox: 0.0606, s2.loss_mask: 0.0393, loss: 0.9319 2022-06-08 12:02:39,510 - mmdet - INFO - Epoch [28][5850/7330] lr: 1.000e-05, eta: 1 day, 0:43:04, time: 1.480, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0171, loss_rpn_bbox: 0.0244, loss_semantic_seg: 0.1407, s0.loss_cls: 0.1386, s0.acc: 94.7256, s0.loss_bbox: 0.0832, s0.loss_mask: 0.1815, s1.loss_cls: 0.0644, s1.acc: 95.0893, s1.loss_bbox: 0.0945, s1.loss_mask: 0.0863, s2.loss_cls: 0.0327, s2.acc: 94.9065, s2.loss_bbox: 0.0636, s2.loss_mask: 0.0410, loss: 0.9679 2022-06-08 12:03:53,693 - mmdet - INFO - Epoch [28][5900/7330] lr: 1.000e-05, eta: 1 day, 0:41:50, time: 1.484, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0161, loss_rpn_bbox: 0.0228, loss_semantic_seg: 0.1370, s0.loss_cls: 0.1300, s0.acc: 95.0842, s0.loss_bbox: 0.0785, s0.loss_mask: 0.1789, s1.loss_cls: 0.0580, s1.acc: 95.6270, s1.loss_bbox: 0.0919, s1.loss_mask: 0.0847, s2.loss_cls: 0.0300, s2.acc: 95.3732, s2.loss_bbox: 0.0620, s2.loss_mask: 0.0402, loss: 0.9302 2022-06-08 12:05:07,037 - mmdet - INFO - Epoch [28][5950/7330] lr: 1.000e-05, eta: 1 day, 0:40:36, time: 1.466, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0166, loss_rpn_bbox: 0.0227, loss_semantic_seg: 0.1413, s0.loss_cls: 0.1363, s0.acc: 94.8574, s0.loss_bbox: 0.0805, s0.loss_mask: 0.1826, s1.loss_cls: 0.0613, s1.acc: 95.4031, s1.loss_bbox: 0.0933, s1.loss_mask: 0.0864, s2.loss_cls: 0.0318, s2.acc: 95.1323, s2.loss_bbox: 0.0606, s2.loss_mask: 0.0407, loss: 0.9542 2022-06-08 12:06:20,605 - mmdet - INFO - Epoch [28][6000/7330] lr: 1.000e-05, eta: 1 day, 0:39:22, time: 1.472, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0162, loss_rpn_bbox: 0.0235, loss_semantic_seg: 0.1483, s0.loss_cls: 0.1294, s0.acc: 95.0457, s0.loss_bbox: 0.0775, s0.loss_mask: 0.1770, s1.loss_cls: 0.0579, s1.acc: 95.6282, s1.loss_bbox: 0.0908, s1.loss_mask: 0.0839, s2.loss_cls: 0.0294, s2.acc: 95.4951, s2.loss_bbox: 0.0615, s2.loss_mask: 0.0397, loss: 0.9350 2022-06-08 12:07:35,427 - mmdet - INFO - Epoch [28][6050/7330] lr: 1.000e-05, eta: 1 day, 0:38:08, time: 1.497, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0178, loss_rpn_bbox: 0.0236, loss_semantic_seg: 0.1434, s0.loss_cls: 0.1322, s0.acc: 94.9634, s0.loss_bbox: 0.0753, s0.loss_mask: 0.1774, s1.loss_cls: 0.0596, s1.acc: 95.4786, s1.loss_bbox: 0.0884, s1.loss_mask: 0.0842, s2.loss_cls: 0.0306, s2.acc: 95.3475, s2.loss_bbox: 0.0594, s2.loss_mask: 0.0400, loss: 0.9318 2022-06-08 12:08:49,311 - mmdet - INFO - Epoch [28][6100/7330] lr: 1.000e-05, eta: 1 day, 0:36:54, time: 1.478, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0165, loss_rpn_bbox: 0.0230, loss_semantic_seg: 0.1479, s0.loss_cls: 0.1279, s0.acc: 95.2854, s0.loss_bbox: 0.0725, s0.loss_mask: 0.1723, s1.loss_cls: 0.0572, s1.acc: 95.8104, s1.loss_bbox: 0.0845, s1.loss_mask: 0.0814, s2.loss_cls: 0.0293, s2.acc: 95.6376, s2.loss_bbox: 0.0587, s2.loss_mask: 0.0389, loss: 0.9102 2022-06-08 12:10:02,844 - mmdet - INFO - Epoch [28][6150/7330] lr: 1.000e-05, eta: 1 day, 0:35:40, time: 1.470, data_time: 0.011, memory: 64799, loss_rpn_cls: 0.0144, loss_rpn_bbox: 0.0214, loss_semantic_seg: 0.1455, s0.loss_cls: 0.1313, s0.acc: 95.0896, s0.loss_bbox: 0.0788, s0.loss_mask: 0.1840, s1.loss_cls: 0.0592, s1.acc: 95.5842, s1.loss_bbox: 0.0916, s1.loss_mask: 0.0872, s2.loss_cls: 0.0314, s2.acc: 95.2275, s2.loss_bbox: 0.0609, s2.loss_mask: 0.0412, loss: 0.9469 2022-06-08 12:11:17,362 - mmdet - INFO - Epoch [28][6200/7330] lr: 1.000e-05, eta: 1 day, 0:34:26, time: 1.491, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0160, loss_rpn_bbox: 0.0222, loss_semantic_seg: 0.1469, s0.loss_cls: 0.1330, s0.acc: 95.0422, s0.loss_bbox: 0.0787, s0.loss_mask: 0.1773, s1.loss_cls: 0.0600, s1.acc: 95.5529, s1.loss_bbox: 0.0919, s1.loss_mask: 0.0842, s2.loss_cls: 0.0312, s2.acc: 95.2844, s2.loss_bbox: 0.0613, s2.loss_mask: 0.0398, loss: 0.9425 2022-06-08 12:12:31,449 - mmdet - INFO - Epoch [28][6250/7330] lr: 1.000e-05, eta: 1 day, 0:33:12, time: 1.482, data_time: 0.020, memory: 64799, loss_rpn_cls: 0.0176, loss_rpn_bbox: 0.0240, loss_semantic_seg: 0.1468, s0.loss_cls: 0.1367, s0.acc: 94.8667, s0.loss_bbox: 0.0800, s0.loss_mask: 0.1842, s1.loss_cls: 0.0618, s1.acc: 95.4168, s1.loss_bbox: 0.0924, s1.loss_mask: 0.0874, s2.loss_cls: 0.0318, s2.acc: 95.1754, s2.loss_bbox: 0.0616, s2.loss_mask: 0.0415, loss: 0.9657 2022-06-08 12:13:45,454 - mmdet - INFO - Epoch [28][6300/7330] lr: 1.000e-05, eta: 1 day, 0:31:58, time: 1.480, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0151, loss_rpn_bbox: 0.0234, loss_semantic_seg: 0.1415, s0.loss_cls: 0.1270, s0.acc: 95.1960, s0.loss_bbox: 0.0761, s0.loss_mask: 0.1785, s1.loss_cls: 0.0576, s1.acc: 95.6452, s1.loss_bbox: 0.0898, s1.loss_mask: 0.0845, s2.loss_cls: 0.0297, s2.acc: 95.3767, s2.loss_bbox: 0.0606, s2.loss_mask: 0.0400, loss: 0.9237 2022-06-08 12:15:00,041 - mmdet - INFO - Epoch [28][6350/7330] lr: 1.000e-05, eta: 1 day, 0:30:44, time: 1.492, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0163, loss_rpn_bbox: 0.0236, loss_semantic_seg: 0.1444, s0.loss_cls: 0.1358, s0.acc: 94.8848, s0.loss_bbox: 0.0796, s0.loss_mask: 0.1805, s1.loss_cls: 0.0611, s1.acc: 95.4638, s1.loss_bbox: 0.0913, s1.loss_mask: 0.0849, s2.loss_cls: 0.0312, s2.acc: 95.2937, s2.loss_bbox: 0.0625, s2.loss_mask: 0.0403, loss: 0.9516 2022-06-08 12:16:14,314 - mmdet - INFO - Epoch [28][6400/7330] lr: 1.000e-05, eta: 1 day, 0:29:30, time: 1.485, data_time: 0.022, memory: 64799, loss_rpn_cls: 0.0153, loss_rpn_bbox: 0.0224, loss_semantic_seg: 0.1483, s0.loss_cls: 0.1319, s0.acc: 95.0701, s0.loss_bbox: 0.0757, s0.loss_mask: 0.1760, s1.loss_cls: 0.0605, s1.acc: 95.5160, s1.loss_bbox: 0.0884, s1.loss_mask: 0.0835, s2.loss_cls: 0.0309, s2.acc: 95.4093, s2.loss_bbox: 0.0590, s2.loss_mask: 0.0395, loss: 0.9316 2022-06-08 12:17:28,928 - mmdet - INFO - Epoch [28][6450/7330] lr: 1.000e-05, eta: 1 day, 0:28:16, time: 1.492, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0167, loss_rpn_bbox: 0.0242, loss_semantic_seg: 0.1466, s0.loss_cls: 0.1355, s0.acc: 94.8716, s0.loss_bbox: 0.0807, s0.loss_mask: 0.1732, s1.loss_cls: 0.0621, s1.acc: 95.3015, s1.loss_bbox: 0.0886, s1.loss_mask: 0.0819, s2.loss_cls: 0.0317, s2.acc: 95.1042, s2.loss_bbox: 0.0587, s2.loss_mask: 0.0388, loss: 0.9388 2022-06-08 12:18:42,882 - mmdet - INFO - Epoch [28][6500/7330] lr: 1.000e-05, eta: 1 day, 0:27:02, time: 1.479, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0180, loss_rpn_bbox: 0.0216, loss_semantic_seg: 0.1388, s0.loss_cls: 0.1332, s0.acc: 94.9268, s0.loss_bbox: 0.0800, s0.loss_mask: 0.1793, s1.loss_cls: 0.0606, s1.acc: 95.3866, s1.loss_bbox: 0.0923, s1.loss_mask: 0.0848, s2.loss_cls: 0.0313, s2.acc: 95.1549, s2.loss_bbox: 0.0617, s2.loss_mask: 0.0401, loss: 0.9416 2022-06-08 12:19:56,283 - mmdet - INFO - Epoch [28][6550/7330] lr: 1.000e-05, eta: 1 day, 0:25:48, time: 1.468, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0160, loss_rpn_bbox: 0.0221, loss_semantic_seg: 0.1416, s0.loss_cls: 0.1336, s0.acc: 94.9407, s0.loss_bbox: 0.0775, s0.loss_mask: 0.1795, s1.loss_cls: 0.0612, s1.acc: 95.4251, s1.loss_bbox: 0.0910, s1.loss_mask: 0.0852, s2.loss_cls: 0.0313, s2.acc: 95.2959, s2.loss_bbox: 0.0622, s2.loss_mask: 0.0406, loss: 0.9418 2022-06-08 12:21:09,470 - mmdet - INFO - Epoch [28][6600/7330] lr: 1.000e-05, eta: 1 day, 0:24:34, time: 1.461, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0169, loss_rpn_bbox: 0.0240, loss_semantic_seg: 0.1407, s0.loss_cls: 0.1332, s0.acc: 94.9807, s0.loss_bbox: 0.0792, s0.loss_mask: 0.1768, s1.loss_cls: 0.0601, s1.acc: 95.5999, s1.loss_bbox: 0.0937, s1.loss_mask: 0.0836, s2.loss_cls: 0.0310, s2.acc: 95.3409, s2.loss_bbox: 0.0618, s2.loss_mask: 0.0395, loss: 0.9404 2022-06-08 12:22:23,778 - mmdet - INFO - Epoch [28][6650/7330] lr: 1.000e-05, eta: 1 day, 0:23:20, time: 1.488, data_time: 0.021, memory: 64799, loss_rpn_cls: 0.0167, loss_rpn_bbox: 0.0226, loss_semantic_seg: 0.1442, s0.loss_cls: 0.1336, s0.acc: 94.9612, s0.loss_bbox: 0.0779, s0.loss_mask: 0.1777, s1.loss_cls: 0.0590, s1.acc: 95.5993, s1.loss_bbox: 0.0908, s1.loss_mask: 0.0841, s2.loss_cls: 0.0305, s2.acc: 95.3576, s2.loss_bbox: 0.0607, s2.loss_mask: 0.0398, loss: 0.9378 2022-06-08 12:23:37,512 - mmdet - INFO - Epoch [28][6700/7330] lr: 1.000e-05, eta: 1 day, 0:22:06, time: 1.475, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0161, loss_rpn_bbox: 0.0242, loss_semantic_seg: 0.1462, s0.loss_cls: 0.1341, s0.acc: 94.9805, s0.loss_bbox: 0.0782, s0.loss_mask: 0.1781, s1.loss_cls: 0.0601, s1.acc: 95.4880, s1.loss_bbox: 0.0918, s1.loss_mask: 0.0842, s2.loss_cls: 0.0307, s2.acc: 95.3543, s2.loss_bbox: 0.0601, s2.loss_mask: 0.0397, loss: 0.9434 2022-06-08 12:24:50,048 - mmdet - INFO - Epoch [28][6750/7330] lr: 1.000e-05, eta: 1 day, 0:20:52, time: 1.451, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0149, loss_rpn_bbox: 0.0211, loss_semantic_seg: 0.1346, s0.loss_cls: 0.1325, s0.acc: 95.0190, s0.loss_bbox: 0.0769, s0.loss_mask: 0.1789, s1.loss_cls: 0.0598, s1.acc: 95.5073, s1.loss_bbox: 0.0921, s1.loss_mask: 0.0846, s2.loss_cls: 0.0307, s2.acc: 95.2646, s2.loss_bbox: 0.0615, s2.loss_mask: 0.0401, loss: 0.9279 2022-06-08 12:26:05,379 - mmdet - INFO - Epoch [28][6800/7330] lr: 1.000e-05, eta: 1 day, 0:19:38, time: 1.506, data_time: 0.020, memory: 64799, loss_rpn_cls: 0.0174, loss_rpn_bbox: 0.0224, loss_semantic_seg: 0.1395, s0.loss_cls: 0.1337, s0.acc: 94.8982, s0.loss_bbox: 0.0754, s0.loss_mask: 0.1746, s1.loss_cls: 0.0602, s1.acc: 95.4039, s1.loss_bbox: 0.0898, s1.loss_mask: 0.0833, s2.loss_cls: 0.0308, s2.acc: 95.2224, s2.loss_bbox: 0.0613, s2.loss_mask: 0.0395, loss: 0.9279 2022-06-08 12:27:18,673 - mmdet - INFO - Epoch [28][6850/7330] lr: 1.000e-05, eta: 1 day, 0:18:24, time: 1.466, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0159, loss_rpn_bbox: 0.0234, loss_semantic_seg: 0.1364, s0.loss_cls: 0.1328, s0.acc: 95.0134, s0.loss_bbox: 0.0794, s0.loss_mask: 0.1792, s1.loss_cls: 0.0601, s1.acc: 95.5175, s1.loss_bbox: 0.0916, s1.loss_mask: 0.0844, s2.loss_cls: 0.0313, s2.acc: 95.2216, s2.loss_bbox: 0.0611, s2.loss_mask: 0.0396, loss: 0.9351 2022-06-08 12:28:31,267 - mmdet - INFO - Epoch [28][6900/7330] lr: 1.000e-05, eta: 1 day, 0:17:09, time: 1.452, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0178, loss_rpn_bbox: 0.0222, loss_semantic_seg: 0.1454, s0.loss_cls: 0.1304, s0.acc: 95.1082, s0.loss_bbox: 0.0756, s0.loss_mask: 0.1763, s1.loss_cls: 0.0604, s1.acc: 95.4758, s1.loss_bbox: 0.0879, s1.loss_mask: 0.0830, s2.loss_cls: 0.0312, s2.acc: 95.2550, s2.loss_bbox: 0.0591, s2.loss_mask: 0.0395, loss: 0.9288 2022-06-08 12:29:44,016 - mmdet - INFO - Epoch [28][6950/7330] lr: 1.000e-05, eta: 1 day, 0:15:55, time: 1.455, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0160, loss_rpn_bbox: 0.0233, loss_semantic_seg: 0.1414, s0.loss_cls: 0.1287, s0.acc: 95.1729, s0.loss_bbox: 0.0758, s0.loss_mask: 0.1805, s1.loss_cls: 0.0579, s1.acc: 95.7602, s1.loss_bbox: 0.0876, s1.loss_mask: 0.0851, s2.loss_cls: 0.0301, s2.acc: 95.4430, s2.loss_bbox: 0.0584, s2.loss_mask: 0.0403, loss: 0.9252 2022-06-08 12:30:57,376 - mmdet - INFO - Epoch [28][7000/7330] lr: 1.000e-05, eta: 1 day, 0:14:41, time: 1.467, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0149, loss_rpn_bbox: 0.0219, loss_semantic_seg: 0.1422, s0.loss_cls: 0.1245, s0.acc: 95.3262, s0.loss_bbox: 0.0735, s0.loss_mask: 0.1727, s1.loss_cls: 0.0553, s1.acc: 95.8950, s1.loss_bbox: 0.0860, s1.loss_mask: 0.0822, s2.loss_cls: 0.0289, s2.acc: 95.6098, s2.loss_bbox: 0.0580, s2.loss_mask: 0.0390, loss: 0.8991 2022-06-08 12:32:10,917 - mmdet - INFO - Epoch [28][7050/7330] lr: 1.000e-05, eta: 1 day, 0:13:27, time: 1.471, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0157, loss_rpn_bbox: 0.0217, loss_semantic_seg: 0.1493, s0.loss_cls: 0.1317, s0.acc: 95.0505, s0.loss_bbox: 0.0777, s0.loss_mask: 0.1813, s1.loss_cls: 0.0587, s1.acc: 95.6219, s1.loss_bbox: 0.0931, s1.loss_mask: 0.0862, s2.loss_cls: 0.0307, s2.acc: 95.3727, s2.loss_bbox: 0.0633, s2.loss_mask: 0.0409, loss: 0.9504 2022-06-08 12:33:24,846 - mmdet - INFO - Epoch [28][7100/7330] lr: 1.000e-05, eta: 1 day, 0:12:13, time: 1.479, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0159, loss_rpn_bbox: 0.0218, loss_semantic_seg: 0.1414, s0.loss_cls: 0.1307, s0.acc: 95.0696, s0.loss_bbox: 0.0766, s0.loss_mask: 0.1758, s1.loss_cls: 0.0591, s1.acc: 95.6026, s1.loss_bbox: 0.0889, s1.loss_mask: 0.0833, s2.loss_cls: 0.0306, s2.acc: 95.3628, s2.loss_bbox: 0.0600, s2.loss_mask: 0.0393, loss: 0.9234 2022-06-08 12:34:38,922 - mmdet - INFO - Epoch [28][7150/7330] lr: 1.000e-05, eta: 1 day, 0:10:59, time: 1.482, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0167, loss_rpn_bbox: 0.0219, loss_semantic_seg: 0.1422, s0.loss_cls: 0.1337, s0.acc: 94.9358, s0.loss_bbox: 0.0772, s0.loss_mask: 0.1804, s1.loss_cls: 0.0607, s1.acc: 95.4462, s1.loss_bbox: 0.0898, s1.loss_mask: 0.0849, s2.loss_cls: 0.0311, s2.acc: 95.2908, s2.loss_bbox: 0.0606, s2.loss_mask: 0.0403, loss: 0.9396 2022-06-08 12:35:52,443 - mmdet - INFO - Epoch [28][7200/7330] lr: 1.000e-05, eta: 1 day, 0:09:45, time: 1.470, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0169, loss_rpn_bbox: 0.0223, loss_semantic_seg: 0.1414, s0.loss_cls: 0.1339, s0.acc: 94.9346, s0.loss_bbox: 0.0778, s0.loss_mask: 0.1771, s1.loss_cls: 0.0601, s1.acc: 95.4903, s1.loss_bbox: 0.0906, s1.loss_mask: 0.0839, s2.loss_cls: 0.0309, s2.acc: 95.3182, s2.loss_bbox: 0.0620, s2.loss_mask: 0.0399, loss: 0.9366 2022-06-08 12:37:05,983 - mmdet - INFO - Epoch [28][7250/7330] lr: 1.000e-05, eta: 1 day, 0:08:30, time: 1.471, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0154, loss_rpn_bbox: 0.0206, loss_semantic_seg: 0.1447, s0.loss_cls: 0.1296, s0.acc: 95.0154, s0.loss_bbox: 0.0751, s0.loss_mask: 0.1789, s1.loss_cls: 0.0587, s1.acc: 95.5520, s1.loss_bbox: 0.0877, s1.loss_mask: 0.0841, s2.loss_cls: 0.0301, s2.acc: 95.3672, s2.loss_bbox: 0.0606, s2.loss_mask: 0.0399, loss: 0.9254 2022-06-08 12:38:18,401 - mmdet - INFO - Epoch [28][7300/7330] lr: 1.000e-05, eta: 1 day, 0:07:16, time: 1.448, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0151, loss_rpn_bbox: 0.0214, loss_semantic_seg: 0.1434, s0.loss_cls: 0.1277, s0.acc: 95.1609, s0.loss_bbox: 0.0745, s0.loss_mask: 0.1772, s1.loss_cls: 0.0574, s1.acc: 95.7089, s1.loss_bbox: 0.0896, s1.loss_mask: 0.0842, s2.loss_cls: 0.0297, s2.acc: 95.4215, s2.loss_bbox: 0.0624, s2.loss_mask: 0.0402, loss: 0.9228 2022-06-08 12:39:22,102 - mmdet - INFO - Saving checkpoint at 28 epochs 2022-06-08 12:43:25,892 - mmdet - INFO - Evaluating bbox... 2022-06-08 12:44:10,146 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.578 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.765 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.635 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.434 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.615 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.715 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.741 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.741 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.741 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.602 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.776 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.864 2022-06-08 12:44:10,153 - mmdet - INFO - Evaluating segm... 2022-06-08 12:45:01,445 - 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 ] = 0.743 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.549 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.319 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 ] = 0.683 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 ] = 0.498 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 ] = 0.780 2022-06-08 12:45:02,207 - mmdet - INFO - Exp name: htc++_beit_adapter_v2_large_fpn_3x_coco.py 2022-06-08 12:45:02,209 - mmdet - INFO - Epoch(val) [28][313] bbox_mAP: 0.5780, bbox_mAP_50: 0.7650, bbox_mAP_75: 0.6350, bbox_mAP_s: 0.4340, bbox_mAP_m: 0.6150, bbox_mAP_l: 0.7150, bbox_mAP_copypaste: 0.578 0.765 0.635 0.434 0.615 0.715, segm_mAP: 0.5010, segm_mAP_50: 0.7430, segm_mAP_75: 0.5490, segm_mAP_s: 0.3190, segm_mAP_m: 0.5330, segm_mAP_l: 0.6830, segm_mAP_copypaste: 0.501 0.743 0.549 0.319 0.533 0.683 2022-06-08 12:49:57,826 - mmdet - INFO - Epoch [29][50/7330] lr: 1.000e-05, eta: 1 day, 0:06:08, time: 5.912, data_time: 4.413, memory: 64799, loss_rpn_cls: 0.0175, loss_rpn_bbox: 0.0245, loss_semantic_seg: 0.1426, s0.loss_cls: 0.1325, s0.acc: 94.9473, s0.loss_bbox: 0.0792, s0.loss_mask: 0.1770, s1.loss_cls: 0.0587, s1.acc: 95.5130, s1.loss_bbox: 0.0899, s1.loss_mask: 0.0839, s2.loss_cls: 0.0298, s2.acc: 95.3686, s2.loss_bbox: 0.0609, s2.loss_mask: 0.0399, loss: 0.9364 2022-06-08 12:51:12,828 - mmdet - INFO - Epoch [29][100/7330] lr: 1.000e-05, eta: 1 day, 0:04:54, time: 1.500, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0171, loss_rpn_bbox: 0.0232, loss_semantic_seg: 0.1396, s0.loss_cls: 0.1346, s0.acc: 94.9734, s0.loss_bbox: 0.0770, s0.loss_mask: 0.1803, s1.loss_cls: 0.0608, s1.acc: 95.4787, s1.loss_bbox: 0.0876, s1.loss_mask: 0.0852, s2.loss_cls: 0.0312, s2.acc: 95.2784, s2.loss_bbox: 0.0599, s2.loss_mask: 0.0405, loss: 0.9370 2022-06-08 12:52:27,088 - mmdet - INFO - Epoch [29][150/7330] lr: 1.000e-05, eta: 1 day, 0:03:40, time: 1.485, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0158, loss_rpn_bbox: 0.0227, loss_semantic_seg: 0.1382, s0.loss_cls: 0.1276, s0.acc: 95.2004, s0.loss_bbox: 0.0747, s0.loss_mask: 0.1742, s1.loss_cls: 0.0582, s1.acc: 95.6411, s1.loss_bbox: 0.0852, s1.loss_mask: 0.0823, s2.loss_cls: 0.0296, s2.acc: 95.4480, s2.loss_bbox: 0.0570, s2.loss_mask: 0.0390, loss: 0.9045 2022-06-08 12:53:40,604 - mmdet - INFO - Epoch [29][200/7330] lr: 1.000e-05, eta: 1 day, 0:02:26, time: 1.470, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0183, loss_rpn_bbox: 0.0219, loss_semantic_seg: 0.1454, s0.loss_cls: 0.1317, s0.acc: 95.1868, s0.loss_bbox: 0.0740, s0.loss_mask: 0.1764, s1.loss_cls: 0.0592, s1.acc: 95.7484, s1.loss_bbox: 0.0872, s1.loss_mask: 0.0834, s2.loss_cls: 0.0296, s2.acc: 95.6498, s2.loss_bbox: 0.0588, s2.loss_mask: 0.0392, loss: 0.9251 2022-06-08 12:54:55,053 - mmdet - INFO - Epoch [29][250/7330] lr: 1.000e-05, eta: 1 day, 0:01:12, time: 1.489, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0174, loss_rpn_bbox: 0.0236, loss_semantic_seg: 0.1459, s0.loss_cls: 0.1392, s0.acc: 94.8594, s0.loss_bbox: 0.0782, s0.loss_mask: 0.1809, s1.loss_cls: 0.0632, s1.acc: 95.3578, s1.loss_bbox: 0.0906, s1.loss_mask: 0.0858, s2.loss_cls: 0.0323, s2.acc: 95.2720, s2.loss_bbox: 0.0589, s2.loss_mask: 0.0406, loss: 0.9568 2022-06-08 12:56:09,111 - mmdet - INFO - Epoch [29][300/7330] lr: 1.000e-05, eta: 23:59:58, time: 1.481, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0163, loss_rpn_bbox: 0.0226, loss_semantic_seg: 0.1388, s0.loss_cls: 0.1326, s0.acc: 95.1167, s0.loss_bbox: 0.0785, s0.loss_mask: 0.1781, s1.loss_cls: 0.0600, s1.acc: 95.6175, s1.loss_bbox: 0.0900, s1.loss_mask: 0.0846, s2.loss_cls: 0.0309, s2.acc: 95.4826, s2.loss_bbox: 0.0610, s2.loss_mask: 0.0406, loss: 0.9342 2022-06-08 12:57:22,637 - mmdet - INFO - Epoch [29][350/7330] lr: 1.000e-05, eta: 23:58:44, time: 1.471, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0164, loss_rpn_bbox: 0.0222, loss_semantic_seg: 0.1418, s0.loss_cls: 0.1325, s0.acc: 94.9834, s0.loss_bbox: 0.0765, s0.loss_mask: 0.1762, s1.loss_cls: 0.0593, s1.acc: 95.5191, s1.loss_bbox: 0.0912, s1.loss_mask: 0.0835, s2.loss_cls: 0.0306, s2.acc: 95.4373, s2.loss_bbox: 0.0631, s2.loss_mask: 0.0398, loss: 0.9333 2022-06-08 12:58:37,024 - mmdet - INFO - Epoch [29][400/7330] lr: 1.000e-05, eta: 23:57:30, time: 1.488, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0165, loss_rpn_bbox: 0.0226, loss_semantic_seg: 0.1414, s0.loss_cls: 0.1334, s0.acc: 94.9951, s0.loss_bbox: 0.0774, s0.loss_mask: 0.1774, s1.loss_cls: 0.0606, s1.acc: 95.4272, s1.loss_bbox: 0.0895, s1.loss_mask: 0.0839, s2.loss_cls: 0.0311, s2.acc: 95.2387, s2.loss_bbox: 0.0591, s2.loss_mask: 0.0396, loss: 0.9326 2022-06-08 12:59:50,868 - mmdet - INFO - Epoch [29][450/7330] lr: 1.000e-05, eta: 23:56:16, time: 1.477, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0169, loss_rpn_bbox: 0.0238, loss_semantic_seg: 0.1456, s0.loss_cls: 0.1339, s0.acc: 94.9712, s0.loss_bbox: 0.0775, s0.loss_mask: 0.1774, s1.loss_cls: 0.0610, s1.acc: 95.3987, s1.loss_bbox: 0.0902, s1.loss_mask: 0.0835, s2.loss_cls: 0.0309, s2.acc: 95.2718, s2.loss_bbox: 0.0594, s2.loss_mask: 0.0395, loss: 0.9397 2022-06-08 13:01:03,540 - mmdet - INFO - Epoch [29][500/7330] lr: 1.000e-05, eta: 23:55:01, time: 1.453, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0155, loss_rpn_bbox: 0.0217, loss_semantic_seg: 0.1396, s0.loss_cls: 0.1290, s0.acc: 95.0520, s0.loss_bbox: 0.0770, s0.loss_mask: 0.1756, s1.loss_cls: 0.0580, s1.acc: 95.5618, s1.loss_bbox: 0.0909, s1.loss_mask: 0.0831, s2.loss_cls: 0.0296, s2.acc: 95.4943, s2.loss_bbox: 0.0607, s2.loss_mask: 0.0393, loss: 0.9200 2022-06-08 13:02:17,808 - mmdet - INFO - Epoch [29][550/7330] lr: 1.000e-05, eta: 23:53:47, time: 1.485, data_time: 0.020, memory: 64799, loss_rpn_cls: 0.0154, loss_rpn_bbox: 0.0236, loss_semantic_seg: 0.1480, s0.loss_cls: 0.1388, s0.acc: 94.6799, s0.loss_bbox: 0.0791, s0.loss_mask: 0.1773, s1.loss_cls: 0.0635, s1.acc: 95.1664, s1.loss_bbox: 0.0911, s1.loss_mask: 0.0830, s2.loss_cls: 0.0321, s2.acc: 94.9863, s2.loss_bbox: 0.0609, s2.loss_mask: 0.0392, loss: 0.9519 2022-06-08 13:03:30,653 - mmdet - INFO - Epoch [29][600/7330] lr: 1.000e-05, eta: 23:52:33, time: 1.457, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0144, loss_rpn_bbox: 0.0205, loss_semantic_seg: 0.1432, s0.loss_cls: 0.1223, s0.acc: 95.3796, s0.loss_bbox: 0.0692, s0.loss_mask: 0.1703, s1.loss_cls: 0.0560, s1.acc: 95.7690, s1.loss_bbox: 0.0828, s1.loss_mask: 0.0806, s2.loss_cls: 0.0289, s2.acc: 95.5073, s2.loss_bbox: 0.0573, s2.loss_mask: 0.0384, loss: 0.8838 2022-06-08 13:04:43,986 - mmdet - INFO - Epoch [29][650/7330] lr: 1.000e-05, eta: 23:51:19, time: 1.464, data_time: 0.012, memory: 64799, loss_rpn_cls: 0.0156, loss_rpn_bbox: 0.0227, loss_semantic_seg: 0.1423, s0.loss_cls: 0.1315, s0.acc: 94.9978, s0.loss_bbox: 0.0771, s0.loss_mask: 0.1783, s1.loss_cls: 0.0587, s1.acc: 95.4981, s1.loss_bbox: 0.0885, s1.loss_mask: 0.0841, s2.loss_cls: 0.0304, s2.acc: 95.4329, s2.loss_bbox: 0.0600, s2.loss_mask: 0.0397, loss: 0.9290 2022-06-08 13:05:58,232 - mmdet - INFO - Epoch [29][700/7330] lr: 1.000e-05, eta: 23:50:05, time: 1.487, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0180, loss_rpn_bbox: 0.0222, loss_semantic_seg: 0.1408, s0.loss_cls: 0.1342, s0.acc: 94.9216, s0.loss_bbox: 0.0781, s0.loss_mask: 0.1758, s1.loss_cls: 0.0607, s1.acc: 95.4193, s1.loss_bbox: 0.0884, s1.loss_mask: 0.0828, s2.loss_cls: 0.0308, s2.acc: 95.3146, s2.loss_bbox: 0.0589, s2.loss_mask: 0.0392, loss: 0.9297 2022-06-08 13:07:11,682 - mmdet - INFO - Epoch [29][750/7330] lr: 1.000e-05, eta: 23:48:51, time: 1.469, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0157, loss_rpn_bbox: 0.0217, loss_semantic_seg: 0.1489, s0.loss_cls: 0.1311, s0.acc: 94.9800, s0.loss_bbox: 0.0748, s0.loss_mask: 0.1768, s1.loss_cls: 0.0596, s1.acc: 95.4764, s1.loss_bbox: 0.0885, s1.loss_mask: 0.0844, s2.loss_cls: 0.0303, s2.acc: 95.3566, s2.loss_bbox: 0.0598, s2.loss_mask: 0.0398, loss: 0.9314 2022-06-08 13:08:26,142 - mmdet - INFO - Epoch [29][800/7330] lr: 1.000e-05, eta: 23:47:37, time: 1.489, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0151, loss_rpn_bbox: 0.0229, loss_semantic_seg: 0.1478, s0.loss_cls: 0.1294, s0.acc: 95.1025, s0.loss_bbox: 0.0737, s0.loss_mask: 0.1777, s1.loss_cls: 0.0586, s1.acc: 95.5869, s1.loss_bbox: 0.0868, s1.loss_mask: 0.0837, s2.loss_cls: 0.0298, s2.acc: 95.4270, s2.loss_bbox: 0.0596, s2.loss_mask: 0.0398, loss: 0.9249 2022-06-08 13:09:40,278 - mmdet - INFO - Epoch [29][850/7330] lr: 1.000e-05, eta: 23:46:23, time: 1.482, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0170, loss_rpn_bbox: 0.0238, loss_semantic_seg: 0.1441, s0.loss_cls: 0.1338, s0.acc: 94.8660, s0.loss_bbox: 0.0780, s0.loss_mask: 0.1794, s1.loss_cls: 0.0613, s1.acc: 95.3408, s1.loss_bbox: 0.0902, s1.loss_mask: 0.0854, s2.loss_cls: 0.0315, s2.acc: 95.0785, s2.loss_bbox: 0.0599, s2.loss_mask: 0.0405, loss: 0.9449 2022-06-08 13:10:53,644 - mmdet - INFO - Epoch [29][900/7330] lr: 1.000e-05, eta: 23:45:08, time: 1.467, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0153, loss_rpn_bbox: 0.0227, loss_semantic_seg: 0.1389, s0.loss_cls: 0.1331, s0.acc: 94.9800, s0.loss_bbox: 0.0761, s0.loss_mask: 0.1767, s1.loss_cls: 0.0604, s1.acc: 95.4901, s1.loss_bbox: 0.0881, s1.loss_mask: 0.0835, s2.loss_cls: 0.0312, s2.acc: 95.3172, s2.loss_bbox: 0.0586, s2.loss_mask: 0.0396, loss: 0.9242 2022-06-08 13:12:06,284 - mmdet - INFO - Epoch [29][950/7330] lr: 1.000e-05, eta: 23:43:54, time: 1.453, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0176, loss_rpn_bbox: 0.0241, loss_semantic_seg: 0.1420, s0.loss_cls: 0.1318, s0.acc: 95.0120, s0.loss_bbox: 0.0774, s0.loss_mask: 0.1747, s1.loss_cls: 0.0601, s1.acc: 95.4540, s1.loss_bbox: 0.0882, s1.loss_mask: 0.0821, s2.loss_cls: 0.0309, s2.acc: 95.3260, s2.loss_bbox: 0.0571, s2.loss_mask: 0.0389, loss: 0.9250 2022-06-08 13:13:19,636 - mmdet - INFO - Epoch [29][1000/7330] lr: 1.000e-05, eta: 23:42:40, time: 1.467, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0147, loss_rpn_bbox: 0.0224, loss_semantic_seg: 0.1401, s0.loss_cls: 0.1299, s0.acc: 95.0928, s0.loss_bbox: 0.0796, s0.loss_mask: 0.1799, s1.loss_cls: 0.0577, s1.acc: 95.6450, s1.loss_bbox: 0.0938, s1.loss_mask: 0.0848, s2.loss_cls: 0.0294, s2.acc: 95.4703, s2.loss_bbox: 0.0638, s2.loss_mask: 0.0401, loss: 0.9362 2022-06-08 13:14:32,808 - mmdet - INFO - Epoch [29][1050/7330] lr: 1.000e-05, eta: 23:41:25, time: 1.463, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0160, loss_rpn_bbox: 0.0208, loss_semantic_seg: 0.1360, s0.loss_cls: 0.1269, s0.acc: 95.1438, s0.loss_bbox: 0.0755, s0.loss_mask: 0.1774, s1.loss_cls: 0.0574, s1.acc: 95.6533, s1.loss_bbox: 0.0897, s1.loss_mask: 0.0845, s2.loss_cls: 0.0297, s2.acc: 95.4269, s2.loss_bbox: 0.0622, s2.loss_mask: 0.0403, loss: 0.9164 2022-06-08 13:15:45,696 - mmdet - INFO - Epoch [29][1100/7330] lr: 1.000e-05, eta: 23:40:11, time: 1.458, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0166, loss_rpn_bbox: 0.0225, loss_semantic_seg: 0.1368, s0.loss_cls: 0.1366, s0.acc: 94.9019, s0.loss_bbox: 0.0792, s0.loss_mask: 0.1820, s1.loss_cls: 0.0610, s1.acc: 95.5165, s1.loss_bbox: 0.0914, s1.loss_mask: 0.0858, s2.loss_cls: 0.0311, s2.acc: 95.2284, s2.loss_bbox: 0.0619, s2.loss_mask: 0.0407, loss: 0.9457 2022-06-08 13:16:59,559 - mmdet - INFO - Epoch [29][1150/7330] lr: 1.000e-05, eta: 23:38:57, time: 1.477, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0161, loss_rpn_bbox: 0.0225, loss_semantic_seg: 0.1424, s0.loss_cls: 0.1344, s0.acc: 94.9099, s0.loss_bbox: 0.0773, s0.loss_mask: 0.1757, s1.loss_cls: 0.0609, s1.acc: 95.4294, s1.loss_bbox: 0.0911, s1.loss_mask: 0.0835, s2.loss_cls: 0.0310, s2.acc: 95.1934, s2.loss_bbox: 0.0620, s2.loss_mask: 0.0397, loss: 0.9367 2022-06-08 13:18:12,499 - mmdet - INFO - Epoch [29][1200/7330] lr: 1.000e-05, eta: 23:37:43, time: 1.457, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0166, loss_rpn_bbox: 0.0228, loss_semantic_seg: 0.1438, s0.loss_cls: 0.1313, s0.acc: 95.0652, s0.loss_bbox: 0.0760, s0.loss_mask: 0.1762, s1.loss_cls: 0.0595, s1.acc: 95.5389, s1.loss_bbox: 0.0885, s1.loss_mask: 0.0837, s2.loss_cls: 0.0305, s2.acc: 95.3749, s2.loss_bbox: 0.0608, s2.loss_mask: 0.0400, loss: 0.9296 2022-06-08 13:19:26,065 - mmdet - INFO - Epoch [29][1250/7330] lr: 1.000e-05, eta: 23:36:28, time: 1.473, data_time: 0.020, memory: 64799, loss_rpn_cls: 0.0154, loss_rpn_bbox: 0.0221, loss_semantic_seg: 0.1408, s0.loss_cls: 0.1311, s0.acc: 95.0562, s0.loss_bbox: 0.0779, s0.loss_mask: 0.1765, s1.loss_cls: 0.0597, s1.acc: 95.5228, s1.loss_bbox: 0.0925, s1.loss_mask: 0.0833, s2.loss_cls: 0.0308, s2.acc: 95.2573, s2.loss_bbox: 0.0627, s2.loss_mask: 0.0397, loss: 0.9324 2022-06-08 13:20:39,859 - mmdet - INFO - Epoch [29][1300/7330] lr: 1.000e-05, eta: 23:35:14, time: 1.476, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0164, loss_rpn_bbox: 0.0236, loss_semantic_seg: 0.1409, s0.loss_cls: 0.1342, s0.acc: 94.9707, s0.loss_bbox: 0.0783, s0.loss_mask: 0.1770, s1.loss_cls: 0.0603, s1.acc: 95.5541, s1.loss_bbox: 0.0898, s1.loss_mask: 0.0841, s2.loss_cls: 0.0305, s2.acc: 95.2936, s2.loss_bbox: 0.0604, s2.loss_mask: 0.0401, loss: 0.9357 2022-06-08 13:21:52,239 - mmdet - INFO - Epoch [29][1350/7330] lr: 1.000e-05, eta: 23:34:00, time: 1.448, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0151, loss_rpn_bbox: 0.0221, loss_semantic_seg: 0.1411, s0.loss_cls: 0.1252, s0.acc: 95.2212, s0.loss_bbox: 0.0744, s0.loss_mask: 0.1734, s1.loss_cls: 0.0563, s1.acc: 95.6878, s1.loss_bbox: 0.0881, s1.loss_mask: 0.0824, s2.loss_cls: 0.0292, s2.acc: 95.3757, s2.loss_bbox: 0.0599, s2.loss_mask: 0.0393, loss: 0.9068 2022-06-08 13:23:04,556 - mmdet - INFO - Epoch [29][1400/7330] lr: 1.000e-05, eta: 23:32:45, time: 1.446, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0173, loss_rpn_bbox: 0.0226, loss_semantic_seg: 0.1457, s0.loss_cls: 0.1337, s0.acc: 94.9573, s0.loss_bbox: 0.0784, s0.loss_mask: 0.1788, s1.loss_cls: 0.0605, s1.acc: 95.5251, s1.loss_bbox: 0.0906, s1.loss_mask: 0.0853, s2.loss_cls: 0.0311, s2.acc: 95.3104, s2.loss_bbox: 0.0600, s2.loss_mask: 0.0407, loss: 0.9447 2022-06-08 13:24:17,794 - mmdet - INFO - Epoch [29][1450/7330] lr: 1.000e-05, eta: 23:31:31, time: 1.465, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0151, loss_rpn_bbox: 0.0220, loss_semantic_seg: 0.1445, s0.loss_cls: 0.1305, s0.acc: 95.0732, s0.loss_bbox: 0.0773, s0.loss_mask: 0.1790, s1.loss_cls: 0.0585, s1.acc: 95.5812, s1.loss_bbox: 0.0903, s1.loss_mask: 0.0852, s2.loss_cls: 0.0301, s2.acc: 95.4384, s2.loss_bbox: 0.0610, s2.loss_mask: 0.0403, loss: 0.9339 2022-06-08 13:25:30,826 - mmdet - INFO - Epoch [29][1500/7330] lr: 1.000e-05, eta: 23:30:17, time: 1.461, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0151, loss_rpn_bbox: 0.0216, loss_semantic_seg: 0.1405, s0.loss_cls: 0.1328, s0.acc: 94.9937, s0.loss_bbox: 0.0762, s0.loss_mask: 0.1778, s1.loss_cls: 0.0599, s1.acc: 95.4993, s1.loss_bbox: 0.0885, s1.loss_mask: 0.0844, s2.loss_cls: 0.0305, s2.acc: 95.3702, s2.loss_bbox: 0.0589, s2.loss_mask: 0.0400, loss: 0.9262 2022-06-08 13:26:44,465 - mmdet - INFO - Epoch [29][1550/7330] lr: 1.000e-05, eta: 23:29:03, time: 1.473, data_time: 0.022, memory: 64799, loss_rpn_cls: 0.0151, loss_rpn_bbox: 0.0230, loss_semantic_seg: 0.1359, s0.loss_cls: 0.1288, s0.acc: 95.1428, s0.loss_bbox: 0.0762, s0.loss_mask: 0.1788, s1.loss_cls: 0.0589, s1.acc: 95.5065, s1.loss_bbox: 0.0891, s1.loss_mask: 0.0846, s2.loss_cls: 0.0301, s2.acc: 95.3840, s2.loss_bbox: 0.0604, s2.loss_mask: 0.0402, loss: 0.9211 2022-06-08 13:27:56,173 - mmdet - INFO - Epoch [29][1600/7330] lr: 1.000e-05, eta: 23:27:48, time: 1.434, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0161, loss_rpn_bbox: 0.0223, loss_semantic_seg: 0.1388, s0.loss_cls: 0.1349, s0.acc: 94.8716, s0.loss_bbox: 0.0820, s0.loss_mask: 0.1851, s1.loss_cls: 0.0605, s1.acc: 95.4506, s1.loss_bbox: 0.0963, s1.loss_mask: 0.0875, s2.loss_cls: 0.0310, s2.acc: 95.2640, s2.loss_bbox: 0.0641, s2.loss_mask: 0.0411, loss: 0.9598 2022-06-08 13:29:08,757 - mmdet - INFO - Epoch [29][1650/7330] lr: 1.000e-05, eta: 23:26:33, time: 1.451, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0155, loss_rpn_bbox: 0.0222, loss_semantic_seg: 0.1380, s0.loss_cls: 0.1337, s0.acc: 94.9685, s0.loss_bbox: 0.0784, s0.loss_mask: 0.1807, s1.loss_cls: 0.0602, s1.acc: 95.4348, s1.loss_bbox: 0.0912, s1.loss_mask: 0.0848, s2.loss_cls: 0.0307, s2.acc: 95.3223, s2.loss_bbox: 0.0615, s2.loss_mask: 0.0402, loss: 0.9372 2022-06-08 13:30:21,515 - mmdet - INFO - Epoch [29][1700/7330] lr: 1.000e-05, eta: 23:25:19, time: 1.456, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0176, loss_rpn_bbox: 0.0233, loss_semantic_seg: 0.1390, s0.loss_cls: 0.1347, s0.acc: 94.9124, s0.loss_bbox: 0.0754, s0.loss_mask: 0.1806, s1.loss_cls: 0.0602, s1.acc: 95.5256, s1.loss_bbox: 0.0889, s1.loss_mask: 0.0853, s2.loss_cls: 0.0312, s2.acc: 95.3724, s2.loss_bbox: 0.0606, s2.loss_mask: 0.0404, loss: 0.9372 2022-06-08 13:31:34,583 - mmdet - INFO - Epoch [29][1750/7330] lr: 1.000e-05, eta: 23:24:05, time: 1.461, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0172, loss_rpn_bbox: 0.0227, loss_semantic_seg: 0.1434, s0.loss_cls: 0.1306, s0.acc: 95.0874, s0.loss_bbox: 0.0764, s0.loss_mask: 0.1793, s1.loss_cls: 0.0588, s1.acc: 95.5910, s1.loss_bbox: 0.0888, s1.loss_mask: 0.0843, s2.loss_cls: 0.0304, s2.acc: 95.3114, s2.loss_bbox: 0.0602, s2.loss_mask: 0.0400, loss: 0.9322 2022-06-08 13:32:47,953 - mmdet - INFO - Epoch [29][1800/7330] lr: 1.000e-05, eta: 23:22:50, time: 1.467, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0150, loss_rpn_bbox: 0.0216, loss_semantic_seg: 0.1399, s0.loss_cls: 0.1286, s0.acc: 95.0754, s0.loss_bbox: 0.0750, s0.loss_mask: 0.1727, s1.loss_cls: 0.0574, s1.acc: 95.6381, s1.loss_bbox: 0.0871, s1.loss_mask: 0.0815, s2.loss_cls: 0.0295, s2.acc: 95.4262, s2.loss_bbox: 0.0588, s2.loss_mask: 0.0387, loss: 0.9057 2022-06-08 13:34:02,103 - mmdet - INFO - Epoch [29][1850/7330] lr: 1.000e-05, eta: 23:21:36, time: 1.483, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0166, loss_rpn_bbox: 0.0222, loss_semantic_seg: 0.1417, s0.loss_cls: 0.1251, s0.acc: 95.2424, s0.loss_bbox: 0.0744, s0.loss_mask: 0.1768, s1.loss_cls: 0.0561, s1.acc: 95.7546, s1.loss_bbox: 0.0878, s1.loss_mask: 0.0838, s2.loss_cls: 0.0286, s2.acc: 95.6119, s2.loss_bbox: 0.0609, s2.loss_mask: 0.0400, loss: 0.9141 2022-06-08 13:35:16,422 - mmdet - INFO - Epoch [29][1900/7330] lr: 1.000e-05, eta: 23:20:23, time: 1.486, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0163, loss_rpn_bbox: 0.0223, loss_semantic_seg: 0.1384, s0.loss_cls: 0.1333, s0.acc: 94.8965, s0.loss_bbox: 0.0768, s0.loss_mask: 0.1808, s1.loss_cls: 0.0614, s1.acc: 95.3090, s1.loss_bbox: 0.0914, s1.loss_mask: 0.0857, s2.loss_cls: 0.0320, s2.acc: 95.1004, s2.loss_bbox: 0.0627, s2.loss_mask: 0.0408, loss: 0.9418 2022-06-08 13:36:29,183 - mmdet - INFO - Epoch [29][1950/7330] lr: 1.000e-05, eta: 23:19:08, time: 1.455, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0160, loss_rpn_bbox: 0.0222, loss_semantic_seg: 0.1364, s0.loss_cls: 0.1245, s0.acc: 95.2002, s0.loss_bbox: 0.0724, s0.loss_mask: 0.1698, s1.loss_cls: 0.0568, s1.acc: 95.6294, s1.loss_bbox: 0.0852, s1.loss_mask: 0.0811, s2.loss_cls: 0.0290, s2.acc: 95.4496, s2.loss_bbox: 0.0599, s2.loss_mask: 0.0386, loss: 0.8922 2022-06-08 13:37:41,865 - mmdet - INFO - Epoch [29][2000/7330] lr: 1.000e-05, eta: 23:17:54, time: 1.454, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0154, loss_rpn_bbox: 0.0228, loss_semantic_seg: 0.1401, s0.loss_cls: 0.1371, s0.acc: 94.7849, s0.loss_bbox: 0.0802, s0.loss_mask: 0.1793, s1.loss_cls: 0.0613, s1.acc: 95.4006, s1.loss_bbox: 0.0945, s1.loss_mask: 0.0853, s2.loss_cls: 0.0317, s2.acc: 95.1814, s2.loss_bbox: 0.0614, s2.loss_mask: 0.0404, loss: 0.9494 2022-06-08 13:38:56,082 - mmdet - INFO - Epoch [29][2050/7330] lr: 1.000e-05, eta: 23:16:40, time: 1.483, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0178, loss_rpn_bbox: 0.0250, loss_semantic_seg: 0.1413, s0.loss_cls: 0.1336, s0.acc: 94.9832, s0.loss_bbox: 0.0776, s0.loss_mask: 0.1769, s1.loss_cls: 0.0615, s1.acc: 95.4133, s1.loss_bbox: 0.0912, s1.loss_mask: 0.0836, s2.loss_cls: 0.0309, s2.acc: 95.2615, s2.loss_bbox: 0.0612, s2.loss_mask: 0.0396, loss: 0.9402 2022-06-08 13:40:10,391 - mmdet - INFO - Epoch [29][2100/7330] lr: 1.000e-05, eta: 23:15:26, time: 1.488, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0167, loss_rpn_bbox: 0.0231, loss_semantic_seg: 0.1480, s0.loss_cls: 0.1302, s0.acc: 95.0339, s0.loss_bbox: 0.0744, s0.loss_mask: 0.1751, s1.loss_cls: 0.0593, s1.acc: 95.5065, s1.loss_bbox: 0.0873, s1.loss_mask: 0.0833, s2.loss_cls: 0.0307, s2.acc: 95.2651, s2.loss_bbox: 0.0593, s2.loss_mask: 0.0399, loss: 0.9274 2022-06-08 13:41:25,261 - mmdet - INFO - Epoch [29][2150/7330] lr: 1.000e-05, eta: 23:14:12, time: 1.498, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0147, loss_rpn_bbox: 0.0225, loss_semantic_seg: 0.1439, s0.loss_cls: 0.1299, s0.acc: 95.1267, s0.loss_bbox: 0.0731, s0.loss_mask: 0.1733, s1.loss_cls: 0.0588, s1.acc: 95.5582, s1.loss_bbox: 0.0861, s1.loss_mask: 0.0822, s2.loss_cls: 0.0307, s2.acc: 95.3534, s2.loss_bbox: 0.0583, s2.loss_mask: 0.0389, loss: 0.9123 2022-06-08 13:42:39,888 - mmdet - INFO - Epoch [29][2200/7330] lr: 1.000e-05, eta: 23:12:58, time: 1.492, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0173, loss_rpn_bbox: 0.0233, loss_semantic_seg: 0.1401, s0.loss_cls: 0.1375, s0.acc: 94.7930, s0.loss_bbox: 0.0811, s0.loss_mask: 0.1838, s1.loss_cls: 0.0632, s1.acc: 95.1962, s1.loss_bbox: 0.0932, s1.loss_mask: 0.0866, s2.loss_cls: 0.0324, s2.acc: 95.0387, s2.loss_bbox: 0.0621, s2.loss_mask: 0.0411, loss: 0.9616 2022-06-08 13:43:53,183 - mmdet - INFO - Epoch [29][2250/7330] lr: 1.000e-05, eta: 23:11:44, time: 1.466, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0173, loss_rpn_bbox: 0.0219, loss_semantic_seg: 0.1474, s0.loss_cls: 0.1289, s0.acc: 95.2168, s0.loss_bbox: 0.0726, s0.loss_mask: 0.1742, s1.loss_cls: 0.0580, s1.acc: 95.6486, s1.loss_bbox: 0.0834, s1.loss_mask: 0.0830, s2.loss_cls: 0.0289, s2.acc: 95.5738, s2.loss_bbox: 0.0581, s2.loss_mask: 0.0397, loss: 0.9134 2022-06-08 13:45:06,337 - mmdet - INFO - Epoch [29][2300/7330] lr: 1.000e-05, eta: 23:10:30, time: 1.463, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0174, loss_rpn_bbox: 0.0233, loss_semantic_seg: 0.1411, s0.loss_cls: 0.1350, s0.acc: 94.8762, s0.loss_bbox: 0.0777, s0.loss_mask: 0.1785, s1.loss_cls: 0.0621, s1.acc: 95.2343, s1.loss_bbox: 0.0889, s1.loss_mask: 0.0842, s2.loss_cls: 0.0315, s2.acc: 95.1042, s2.loss_bbox: 0.0597, s2.loss_mask: 0.0400, loss: 0.9392 2022-06-08 13:46:19,622 - mmdet - INFO - Epoch [29][2350/7330] lr: 1.000e-05, eta: 23:09:15, time: 1.466, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0157, loss_rpn_bbox: 0.0235, loss_semantic_seg: 0.1383, s0.loss_cls: 0.1265, s0.acc: 95.2061, s0.loss_bbox: 0.0734, s0.loss_mask: 0.1722, s1.loss_cls: 0.0578, s1.acc: 95.6172, s1.loss_bbox: 0.0860, s1.loss_mask: 0.0816, s2.loss_cls: 0.0294, s2.acc: 95.4755, s2.loss_bbox: 0.0597, s2.loss_mask: 0.0391, loss: 0.9032 2022-06-08 13:47:32,808 - mmdet - INFO - Epoch [29][2400/7330] lr: 1.000e-05, eta: 23:08:01, time: 1.464, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0158, loss_rpn_bbox: 0.0229, loss_semantic_seg: 0.1435, s0.loss_cls: 0.1357, s0.acc: 94.8823, s0.loss_bbox: 0.0783, s0.loss_mask: 0.1786, s1.loss_cls: 0.0610, s1.acc: 95.3885, s1.loss_bbox: 0.0906, s1.loss_mask: 0.0845, s2.loss_cls: 0.0317, s2.acc: 95.1416, s2.loss_bbox: 0.0605, s2.loss_mask: 0.0400, loss: 0.9432 2022-06-08 13:48:45,852 - mmdet - INFO - Epoch [29][2450/7330] lr: 1.000e-05, eta: 23:06:47, time: 1.461, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0147, loss_rpn_bbox: 0.0226, loss_semantic_seg: 0.1422, s0.loss_cls: 0.1293, s0.acc: 95.1118, s0.loss_bbox: 0.0763, s0.loss_mask: 0.1783, s1.loss_cls: 0.0581, s1.acc: 95.5992, s1.loss_bbox: 0.0881, s1.loss_mask: 0.0842, s2.loss_cls: 0.0298, s2.acc: 95.4025, s2.loss_bbox: 0.0602, s2.loss_mask: 0.0399, loss: 0.9238 2022-06-08 13:49:57,987 - mmdet - INFO - Epoch [29][2500/7330] lr: 1.000e-05, eta: 23:05:32, time: 1.442, data_time: 0.012, memory: 64799, loss_rpn_cls: 0.0153, loss_rpn_bbox: 0.0210, loss_semantic_seg: 0.1454, s0.loss_cls: 0.1286, s0.acc: 95.1931, s0.loss_bbox: 0.0749, s0.loss_mask: 0.1748, s1.loss_cls: 0.0572, s1.acc: 95.7846, s1.loss_bbox: 0.0864, s1.loss_mask: 0.0828, s2.loss_cls: 0.0285, s2.acc: 95.6974, s2.loss_bbox: 0.0591, s2.loss_mask: 0.0395, loss: 0.9133 2022-06-08 13:51:11,088 - mmdet - INFO - Epoch [29][2550/7330] lr: 1.000e-05, eta: 23:04:18, time: 1.462, data_time: 0.012, memory: 64799, loss_rpn_cls: 0.0173, loss_rpn_bbox: 0.0217, loss_semantic_seg: 0.1342, s0.loss_cls: 0.1293, s0.acc: 95.0945, s0.loss_bbox: 0.0754, s0.loss_mask: 0.1744, s1.loss_cls: 0.0582, s1.acc: 95.6098, s1.loss_bbox: 0.0867, s1.loss_mask: 0.0822, s2.loss_cls: 0.0290, s2.acc: 95.4380, s2.loss_bbox: 0.0593, s2.loss_mask: 0.0389, loss: 0.9065 2022-06-08 13:52:23,467 - mmdet - INFO - Epoch [29][2600/7330] lr: 1.000e-05, eta: 23:03:03, time: 1.447, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0152, loss_rpn_bbox: 0.0229, loss_semantic_seg: 0.1409, s0.loss_cls: 0.1297, s0.acc: 95.0566, s0.loss_bbox: 0.0795, s0.loss_mask: 0.1789, s1.loss_cls: 0.0584, s1.acc: 95.5264, s1.loss_bbox: 0.0922, s1.loss_mask: 0.0850, s2.loss_cls: 0.0298, s2.acc: 95.4086, s2.loss_bbox: 0.0619, s2.loss_mask: 0.0403, loss: 0.9346 2022-06-08 13:53:37,677 - mmdet - INFO - Epoch [29][2650/7330] lr: 1.000e-05, eta: 23:01:49, time: 1.484, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0168, loss_rpn_bbox: 0.0243, loss_semantic_seg: 0.1367, s0.loss_cls: 0.1425, s0.acc: 94.6814, s0.loss_bbox: 0.0814, s0.loss_mask: 0.1833, s1.loss_cls: 0.0649, s1.acc: 95.1705, s1.loss_bbox: 0.0957, s1.loss_mask: 0.0867, s2.loss_cls: 0.0335, s2.acc: 94.9280, s2.loss_bbox: 0.0652, s2.loss_mask: 0.0412, loss: 0.9722 2022-06-08 13:54:51,055 - mmdet - INFO - Epoch [29][2700/7330] lr: 1.000e-05, eta: 23:00:35, time: 1.467, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0156, loss_rpn_bbox: 0.0219, loss_semantic_seg: 0.1432, s0.loss_cls: 0.1288, s0.acc: 95.2593, s0.loss_bbox: 0.0768, s0.loss_mask: 0.1745, s1.loss_cls: 0.0571, s1.acc: 95.8566, s1.loss_bbox: 0.0890, s1.loss_mask: 0.0831, s2.loss_cls: 0.0294, s2.acc: 95.5768, s2.loss_bbox: 0.0610, s2.loss_mask: 0.0392, loss: 0.9195 2022-06-08 13:56:04,093 - mmdet - INFO - Epoch [29][2750/7330] lr: 1.000e-05, eta: 22:59:21, time: 1.461, data_time: 0.012, memory: 64799, loss_rpn_cls: 0.0163, loss_rpn_bbox: 0.0201, loss_semantic_seg: 0.1430, s0.loss_cls: 0.1272, s0.acc: 95.1343, s0.loss_bbox: 0.0734, s0.loss_mask: 0.1788, s1.loss_cls: 0.0576, s1.acc: 95.6814, s1.loss_bbox: 0.0863, s1.loss_mask: 0.0847, s2.loss_cls: 0.0296, s2.acc: 95.5126, s2.loss_bbox: 0.0584, s2.loss_mask: 0.0403, loss: 0.9157 2022-06-08 13:57:18,075 - mmdet - INFO - Epoch [29][2800/7330] lr: 1.000e-05, eta: 22:58:07, time: 1.480, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0145, loss_rpn_bbox: 0.0230, loss_semantic_seg: 0.1441, s0.loss_cls: 0.1321, s0.acc: 94.9690, s0.loss_bbox: 0.0802, s0.loss_mask: 0.1806, s1.loss_cls: 0.0593, s1.acc: 95.5280, s1.loss_bbox: 0.0959, s1.loss_mask: 0.0860, s2.loss_cls: 0.0305, s2.acc: 95.3751, s2.loss_bbox: 0.0639, s2.loss_mask: 0.0405, loss: 0.9505 2022-06-08 13:58:31,075 - mmdet - INFO - Epoch [29][2850/7330] lr: 1.000e-05, eta: 22:56:52, time: 1.460, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0154, loss_rpn_bbox: 0.0214, loss_semantic_seg: 0.1376, s0.loss_cls: 0.1288, s0.acc: 95.1450, s0.loss_bbox: 0.0745, s0.loss_mask: 0.1744, s1.loss_cls: 0.0583, s1.acc: 95.6399, s1.loss_bbox: 0.0883, s1.loss_mask: 0.0831, s2.loss_cls: 0.0298, s2.acc: 95.5083, s2.loss_bbox: 0.0601, s2.loss_mask: 0.0397, loss: 0.9114 2022-06-08 13:59:44,676 - mmdet - INFO - Epoch [29][2900/7330] lr: 1.000e-05, eta: 22:55:38, time: 1.472, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0163, loss_rpn_bbox: 0.0245, loss_semantic_seg: 0.1356, s0.loss_cls: 0.1275, s0.acc: 95.1467, s0.loss_bbox: 0.0764, s0.loss_mask: 0.1752, s1.loss_cls: 0.0578, s1.acc: 95.5871, s1.loss_bbox: 0.0910, s1.loss_mask: 0.0824, s2.loss_cls: 0.0299, s2.acc: 95.3740, s2.loss_bbox: 0.0604, s2.loss_mask: 0.0386, loss: 0.9156 2022-06-08 14:00:59,006 - mmdet - INFO - Epoch [29][2950/7330] lr: 1.000e-05, eta: 22:54:24, time: 1.487, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0180, loss_rpn_bbox: 0.0234, loss_semantic_seg: 0.1424, s0.loss_cls: 0.1383, s0.acc: 94.7107, s0.loss_bbox: 0.0788, s0.loss_mask: 0.1816, s1.loss_cls: 0.0630, s1.acc: 95.1890, s1.loss_bbox: 0.0948, s1.loss_mask: 0.0864, s2.loss_cls: 0.0322, s2.acc: 95.0693, s2.loss_bbox: 0.0647, s2.loss_mask: 0.0411, loss: 0.9647 2022-06-08 14:02:11,863 - mmdet - INFO - Epoch [29][3000/7330] lr: 1.000e-05, eta: 22:53:10, time: 1.458, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0167, loss_rpn_bbox: 0.0208, loss_semantic_seg: 0.1377, s0.loss_cls: 0.1301, s0.acc: 95.0613, s0.loss_bbox: 0.0754, s0.loss_mask: 0.1795, s1.loss_cls: 0.0582, s1.acc: 95.5908, s1.loss_bbox: 0.0875, s1.loss_mask: 0.0844, s2.loss_cls: 0.0294, s2.acc: 95.4925, s2.loss_bbox: 0.0604, s2.loss_mask: 0.0401, loss: 0.9202 2022-06-08 14:03:23,916 - mmdet - INFO - Epoch [29][3050/7330] lr: 1.000e-05, eta: 22:51:55, time: 1.440, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0153, loss_rpn_bbox: 0.0219, loss_semantic_seg: 0.1335, s0.loss_cls: 0.1295, s0.acc: 95.1492, s0.loss_bbox: 0.0783, s0.loss_mask: 0.1778, s1.loss_cls: 0.0580, s1.acc: 95.6396, s1.loss_bbox: 0.0919, s1.loss_mask: 0.0845, s2.loss_cls: 0.0298, s2.acc: 95.3938, s2.loss_bbox: 0.0611, s2.loss_mask: 0.0401, loss: 0.9217 2022-06-08 14:04:37,300 - mmdet - INFO - Epoch [29][3100/7330] lr: 1.000e-05, eta: 22:50:41, time: 1.468, data_time: 0.020, memory: 64799, loss_rpn_cls: 0.0178, loss_rpn_bbox: 0.0226, loss_semantic_seg: 0.1427, s0.loss_cls: 0.1300, s0.acc: 94.9861, s0.loss_bbox: 0.0789, s0.loss_mask: 0.1803, s1.loss_cls: 0.0590, s1.acc: 95.4608, s1.loss_bbox: 0.0925, s1.loss_mask: 0.0860, s2.loss_cls: 0.0308, s2.acc: 95.2205, s2.loss_bbox: 0.0608, s2.loss_mask: 0.0404, loss: 0.9419 2022-06-08 14:05:50,179 - mmdet - INFO - Epoch [29][3150/7330] lr: 1.000e-05, eta: 22:49:27, time: 1.458, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0157, loss_rpn_bbox: 0.0208, loss_semantic_seg: 0.1397, s0.loss_cls: 0.1234, s0.acc: 95.2664, s0.loss_bbox: 0.0724, s0.loss_mask: 0.1714, s1.loss_cls: 0.0561, s1.acc: 95.7184, s1.loss_bbox: 0.0845, s1.loss_mask: 0.0815, s2.loss_cls: 0.0286, s2.acc: 95.5538, s2.loss_bbox: 0.0586, s2.loss_mask: 0.0389, loss: 0.8916 2022-06-08 14:07:03,533 - mmdet - INFO - Epoch [29][3200/7330] lr: 1.000e-05, eta: 22:48:13, time: 1.467, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0162, loss_rpn_bbox: 0.0224, loss_semantic_seg: 0.1329, s0.loss_cls: 0.1305, s0.acc: 95.0613, s0.loss_bbox: 0.0789, s0.loss_mask: 0.1793, s1.loss_cls: 0.0589, s1.acc: 95.5511, s1.loss_bbox: 0.0928, s1.loss_mask: 0.0853, s2.loss_cls: 0.0309, s2.acc: 95.2191, s2.loss_bbox: 0.0626, s2.loss_mask: 0.0405, loss: 0.9312 2022-06-08 14:08:18,351 - mmdet - INFO - Epoch [29][3250/7330] lr: 1.000e-05, eta: 22:46:59, time: 1.496, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0151, loss_rpn_bbox: 0.0205, loss_semantic_seg: 0.1426, s0.loss_cls: 0.1290, s0.acc: 95.1208, s0.loss_bbox: 0.0749, s0.loss_mask: 0.1718, s1.loss_cls: 0.0600, s1.acc: 95.5709, s1.loss_bbox: 0.0857, s1.loss_mask: 0.0811, s2.loss_cls: 0.0305, s2.acc: 95.3521, s2.loss_bbox: 0.0572, s2.loss_mask: 0.0384, loss: 0.9069 2022-06-08 14:09:32,359 - mmdet - INFO - Epoch [29][3300/7330] lr: 1.000e-05, eta: 22:45:45, time: 1.480, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0184, loss_rpn_bbox: 0.0239, loss_semantic_seg: 0.1471, s0.loss_cls: 0.1360, s0.acc: 94.8354, s0.loss_bbox: 0.0788, s0.loss_mask: 0.1835, s1.loss_cls: 0.0623, s1.acc: 95.2889, s1.loss_bbox: 0.0919, s1.loss_mask: 0.0866, s2.loss_cls: 0.0318, s2.acc: 95.1508, s2.loss_bbox: 0.0626, s2.loss_mask: 0.0411, loss: 0.9639 2022-06-08 14:10:46,335 - mmdet - INFO - Epoch [29][3350/7330] lr: 1.000e-05, eta: 22:44:31, time: 1.480, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0165, loss_rpn_bbox: 0.0232, loss_semantic_seg: 0.1398, s0.loss_cls: 0.1293, s0.acc: 95.0632, s0.loss_bbox: 0.0781, s0.loss_mask: 0.1776, s1.loss_cls: 0.0589, s1.acc: 95.5184, s1.loss_bbox: 0.0923, s1.loss_mask: 0.0840, s2.loss_cls: 0.0302, s2.acc: 95.3722, s2.loss_bbox: 0.0614, s2.loss_mask: 0.0398, loss: 0.9311 2022-06-08 14:11:59,911 - mmdet - INFO - Epoch [29][3400/7330] lr: 1.000e-05, eta: 22:43:17, time: 1.471, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0152, loss_rpn_bbox: 0.0218, loss_semantic_seg: 0.1525, s0.loss_cls: 0.1297, s0.acc: 95.1477, s0.loss_bbox: 0.0746, s0.loss_mask: 0.1780, s1.loss_cls: 0.0583, s1.acc: 95.6352, s1.loss_bbox: 0.0873, s1.loss_mask: 0.0844, s2.loss_cls: 0.0302, s2.acc: 95.3333, s2.loss_bbox: 0.0597, s2.loss_mask: 0.0400, loss: 0.9318 2022-06-08 14:13:13,398 - mmdet - INFO - Epoch [29][3450/7330] lr: 1.000e-05, eta: 22:42:02, time: 1.470, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0172, loss_rpn_bbox: 0.0230, loss_semantic_seg: 0.1473, s0.loss_cls: 0.1332, s0.acc: 95.0623, s0.loss_bbox: 0.0782, s0.loss_mask: 0.1754, s1.loss_cls: 0.0599, s1.acc: 95.5611, s1.loss_bbox: 0.0892, s1.loss_mask: 0.0831, s2.loss_cls: 0.0303, s2.acc: 95.4413, s2.loss_bbox: 0.0589, s2.loss_mask: 0.0395, loss: 0.9352 2022-06-08 14:14:26,025 - mmdet - INFO - Epoch [29][3500/7330] lr: 1.000e-05, eta: 22:40:48, time: 1.451, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0158, loss_rpn_bbox: 0.0237, loss_semantic_seg: 0.1434, s0.loss_cls: 0.1263, s0.acc: 95.2112, s0.loss_bbox: 0.0748, s0.loss_mask: 0.1757, s1.loss_cls: 0.0560, s1.acc: 95.7943, s1.loss_bbox: 0.0880, s1.loss_mask: 0.0832, s2.loss_cls: 0.0291, s2.acc: 95.6142, s2.loss_bbox: 0.0603, s2.loss_mask: 0.0395, loss: 0.9158 2022-06-08 14:15:37,927 - mmdet - INFO - Epoch [29][3550/7330] lr: 1.000e-05, eta: 22:39:33, time: 1.440, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0178, loss_rpn_bbox: 0.0228, loss_semantic_seg: 0.1413, s0.loss_cls: 0.1309, s0.acc: 95.1052, s0.loss_bbox: 0.0742, s0.loss_mask: 0.1741, s1.loss_cls: 0.0588, s1.acc: 95.6088, s1.loss_bbox: 0.0877, s1.loss_mask: 0.0826, s2.loss_cls: 0.0297, s2.acc: 95.5073, s2.loss_bbox: 0.0614, s2.loss_mask: 0.0394, loss: 0.9206 2022-06-08 14:16:50,053 - mmdet - INFO - Epoch [29][3600/7330] lr: 1.000e-05, eta: 22:38:19, time: 1.443, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0159, loss_rpn_bbox: 0.0217, loss_semantic_seg: 0.1385, s0.loss_cls: 0.1348, s0.acc: 94.8999, s0.loss_bbox: 0.0801, s0.loss_mask: 0.1833, s1.loss_cls: 0.0614, s1.acc: 95.3228, s1.loss_bbox: 0.0960, s1.loss_mask: 0.0870, s2.loss_cls: 0.0323, s2.acc: 95.0238, s2.loss_bbox: 0.0646, s2.loss_mask: 0.0411, loss: 0.9567 2022-06-08 14:18:01,742 - mmdet - INFO - Epoch [29][3650/7330] lr: 1.000e-05, eta: 22:37:04, time: 1.434, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0146, loss_rpn_bbox: 0.0217, loss_semantic_seg: 0.1413, s0.loss_cls: 0.1270, s0.acc: 95.1921, s0.loss_bbox: 0.0761, s0.loss_mask: 0.1765, s1.loss_cls: 0.0588, s1.acc: 95.6020, s1.loss_bbox: 0.0898, s1.loss_mask: 0.0839, s2.loss_cls: 0.0303, s2.acc: 95.4037, s2.loss_bbox: 0.0607, s2.loss_mask: 0.0397, loss: 0.9203 2022-06-08 14:19:15,062 - mmdet - INFO - Epoch [29][3700/7330] lr: 1.000e-05, eta: 22:35:50, time: 1.466, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0159, loss_rpn_bbox: 0.0228, loss_semantic_seg: 0.1458, s0.loss_cls: 0.1300, s0.acc: 95.0845, s0.loss_bbox: 0.0757, s0.loss_mask: 0.1825, s1.loss_cls: 0.0581, s1.acc: 95.6284, s1.loss_bbox: 0.0902, s1.loss_mask: 0.0862, s2.loss_cls: 0.0297, s2.acc: 95.4263, s2.loss_bbox: 0.0605, s2.loss_mask: 0.0407, loss: 0.9381 2022-06-08 14:20:27,878 - mmdet - INFO - Epoch [29][3750/7330] lr: 1.000e-05, eta: 22:34:36, time: 1.457, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0167, loss_rpn_bbox: 0.0227, loss_semantic_seg: 0.1366, s0.loss_cls: 0.1338, s0.acc: 94.9194, s0.loss_bbox: 0.0782, s0.loss_mask: 0.1820, s1.loss_cls: 0.0606, s1.acc: 95.5032, s1.loss_bbox: 0.0932, s1.loss_mask: 0.0865, s2.loss_cls: 0.0316, s2.acc: 95.1589, s2.loss_bbox: 0.0625, s2.loss_mask: 0.0409, loss: 0.9455 2022-06-08 14:21:41,311 - mmdet - INFO - Epoch [29][3800/7330] lr: 1.000e-05, eta: 22:33:21, time: 1.469, data_time: 0.011, memory: 64799, loss_rpn_cls: 0.0153, loss_rpn_bbox: 0.0230, loss_semantic_seg: 0.1406, s0.loss_cls: 0.1331, s0.acc: 94.9575, s0.loss_bbox: 0.0796, s0.loss_mask: 0.1818, s1.loss_cls: 0.0606, s1.acc: 95.3990, s1.loss_bbox: 0.0932, s1.loss_mask: 0.0860, s2.loss_cls: 0.0313, s2.acc: 95.2286, s2.loss_bbox: 0.0618, s2.loss_mask: 0.0404, loss: 0.9468 2022-06-08 14:22:54,755 - mmdet - INFO - Epoch [29][3850/7330] lr: 1.000e-05, eta: 22:32:07, time: 1.469, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0172, loss_rpn_bbox: 0.0225, loss_semantic_seg: 0.1517, s0.loss_cls: 0.1317, s0.acc: 95.0127, s0.loss_bbox: 0.0779, s0.loss_mask: 0.1833, s1.loss_cls: 0.0594, s1.acc: 95.5147, s1.loss_bbox: 0.0914, s1.loss_mask: 0.0864, s2.loss_cls: 0.0304, s2.acc: 95.3517, s2.loss_bbox: 0.0619, s2.loss_mask: 0.0408, loss: 0.9546 2022-06-08 14:24:07,159 - mmdet - INFO - Epoch [29][3900/7330] lr: 1.000e-05, eta: 22:30:53, time: 1.448, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0175, loss_rpn_bbox: 0.0227, loss_semantic_seg: 0.1357, s0.loss_cls: 0.1286, s0.acc: 95.1909, s0.loss_bbox: 0.0756, s0.loss_mask: 0.1748, s1.loss_cls: 0.0581, s1.acc: 95.6879, s1.loss_bbox: 0.0876, s1.loss_mask: 0.0831, s2.loss_cls: 0.0297, s2.acc: 95.4809, s2.loss_bbox: 0.0585, s2.loss_mask: 0.0391, loss: 0.9110 2022-06-08 14:25:20,982 - mmdet - INFO - Epoch [29][3950/7330] lr: 1.000e-05, eta: 22:29:39, time: 1.476, data_time: 0.012, memory: 64799, loss_rpn_cls: 0.0147, loss_rpn_bbox: 0.0227, loss_semantic_seg: 0.1409, s0.loss_cls: 0.1279, s0.acc: 95.2368, s0.loss_bbox: 0.0767, s0.loss_mask: 0.1773, s1.loss_cls: 0.0585, s1.acc: 95.7161, s1.loss_bbox: 0.0896, s1.loss_mask: 0.0839, s2.loss_cls: 0.0297, s2.acc: 95.5451, s2.loss_bbox: 0.0604, s2.loss_mask: 0.0398, loss: 0.9219 2022-06-08 14:26:34,882 - mmdet - INFO - Epoch [29][4000/7330] lr: 1.000e-05, eta: 22:28:25, time: 1.476, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0172, loss_rpn_bbox: 0.0221, loss_semantic_seg: 0.1384, s0.loss_cls: 0.1335, s0.acc: 95.0068, s0.loss_bbox: 0.0758, s0.loss_mask: 0.1826, s1.loss_cls: 0.0605, s1.acc: 95.4936, s1.loss_bbox: 0.0897, s1.loss_mask: 0.0866, s2.loss_cls: 0.0311, s2.acc: 95.2469, s2.loss_bbox: 0.0623, s2.loss_mask: 0.0413, loss: 0.9411 2022-06-08 14:27:47,835 - mmdet - INFO - Epoch [29][4050/7330] lr: 1.000e-05, eta: 22:27:10, time: 1.461, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0136, loss_rpn_bbox: 0.0205, loss_semantic_seg: 0.1394, s0.loss_cls: 0.1217, s0.acc: 95.3755, s0.loss_bbox: 0.0721, s0.loss_mask: 0.1725, s1.loss_cls: 0.0545, s1.acc: 95.8825, s1.loss_bbox: 0.0852, s1.loss_mask: 0.0824, s2.loss_cls: 0.0277, s2.acc: 95.6779, s2.loss_bbox: 0.0581, s2.loss_mask: 0.0390, loss: 0.8865 2022-06-08 14:29:00,634 - mmdet - INFO - Epoch [29][4100/7330] lr: 1.000e-05, eta: 22:25:56, time: 1.455, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0151, loss_rpn_bbox: 0.0227, loss_semantic_seg: 0.1406, s0.loss_cls: 0.1287, s0.acc: 95.0591, s0.loss_bbox: 0.0759, s0.loss_mask: 0.1755, s1.loss_cls: 0.0580, s1.acc: 95.5592, s1.loss_bbox: 0.0893, s1.loss_mask: 0.0828, s2.loss_cls: 0.0297, s2.acc: 95.4407, s2.loss_bbox: 0.0600, s2.loss_mask: 0.0392, loss: 0.9176 2022-06-08 14:30:13,054 - mmdet - INFO - Epoch [29][4150/7330] lr: 1.000e-05, eta: 22:24:41, time: 1.449, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0146, loss_rpn_bbox: 0.0222, loss_semantic_seg: 0.1322, s0.loss_cls: 0.1221, s0.acc: 95.3433, s0.loss_bbox: 0.0734, s0.loss_mask: 0.1765, s1.loss_cls: 0.0546, s1.acc: 95.8608, s1.loss_bbox: 0.0887, s1.loss_mask: 0.0838, s2.loss_cls: 0.0283, s2.acc: 95.5925, s2.loss_bbox: 0.0612, s2.loss_mask: 0.0401, loss: 0.8977 2022-06-08 14:31:26,637 - mmdet - INFO - Epoch [29][4200/7330] lr: 1.000e-05, eta: 22:23:27, time: 1.472, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0170, loss_rpn_bbox: 0.0230, loss_semantic_seg: 0.1438, s0.loss_cls: 0.1310, s0.acc: 95.0684, s0.loss_bbox: 0.0772, s0.loss_mask: 0.1765, s1.loss_cls: 0.0595, s1.acc: 95.5519, s1.loss_bbox: 0.0916, s1.loss_mask: 0.0833, s2.loss_cls: 0.0310, s2.acc: 95.3106, s2.loss_bbox: 0.0619, s2.loss_mask: 0.0394, loss: 0.9353 2022-06-08 14:32:40,086 - mmdet - INFO - Epoch [29][4250/7330] lr: 1.000e-05, eta: 22:22:13, time: 1.469, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0155, loss_rpn_bbox: 0.0228, loss_semantic_seg: 0.1351, s0.loss_cls: 0.1328, s0.acc: 94.9775, s0.loss_bbox: 0.0809, s0.loss_mask: 0.1817, s1.loss_cls: 0.0604, s1.acc: 95.4428, s1.loss_bbox: 0.0949, s1.loss_mask: 0.0858, s2.loss_cls: 0.0312, s2.acc: 95.1889, s2.loss_bbox: 0.0630, s2.loss_mask: 0.0404, loss: 0.9446 2022-06-08 14:33:53,112 - mmdet - INFO - Epoch [29][4300/7330] lr: 1.000e-05, eta: 22:20:59, time: 1.461, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0158, loss_rpn_bbox: 0.0225, loss_semantic_seg: 0.1398, s0.loss_cls: 0.1353, s0.acc: 94.9729, s0.loss_bbox: 0.0772, s0.loss_mask: 0.1786, s1.loss_cls: 0.0619, s1.acc: 95.4859, s1.loss_bbox: 0.0916, s1.loss_mask: 0.0842, s2.loss_cls: 0.0319, s2.acc: 95.1618, s2.loss_bbox: 0.0609, s2.loss_mask: 0.0398, loss: 0.9395 2022-06-08 14:35:06,116 - mmdet - INFO - Epoch [29][4350/7330] lr: 1.000e-05, eta: 22:19:44, time: 1.459, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0131, loss_rpn_bbox: 0.0217, loss_semantic_seg: 0.1396, s0.loss_cls: 0.1254, s0.acc: 95.1958, s0.loss_bbox: 0.0736, s0.loss_mask: 0.1725, s1.loss_cls: 0.0567, s1.acc: 95.6684, s1.loss_bbox: 0.0883, s1.loss_mask: 0.0823, s2.loss_cls: 0.0296, s2.acc: 95.4974, s2.loss_bbox: 0.0604, s2.loss_mask: 0.0390, loss: 0.9021 2022-06-08 14:36:19,794 - mmdet - INFO - Epoch [29][4400/7330] lr: 1.000e-05, eta: 22:18:30, time: 1.474, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0153, loss_rpn_bbox: 0.0212, loss_semantic_seg: 0.1397, s0.loss_cls: 0.1304, s0.acc: 95.0828, s0.loss_bbox: 0.0784, s0.loss_mask: 0.1753, s1.loss_cls: 0.0596, s1.acc: 95.5887, s1.loss_bbox: 0.0920, s1.loss_mask: 0.0834, s2.loss_cls: 0.0305, s2.acc: 95.3591, s2.loss_bbox: 0.0613, s2.loss_mask: 0.0395, loss: 0.9265 2022-06-08 14:37:34,476 - mmdet - INFO - Epoch [29][4450/7330] lr: 1.000e-05, eta: 22:17:17, time: 1.493, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0145, loss_rpn_bbox: 0.0240, loss_semantic_seg: 0.1382, s0.loss_cls: 0.1304, s0.acc: 95.1138, s0.loss_bbox: 0.0746, s0.loss_mask: 0.1724, s1.loss_cls: 0.0587, s1.acc: 95.6362, s1.loss_bbox: 0.0877, s1.loss_mask: 0.0820, s2.loss_cls: 0.0301, s2.acc: 95.4270, s2.loss_bbox: 0.0582, s2.loss_mask: 0.0388, loss: 0.9095 2022-06-08 14:38:47,907 - mmdet - INFO - Epoch [29][4500/7330] lr: 1.000e-05, eta: 22:16:02, time: 1.469, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0151, loss_rpn_bbox: 0.0226, loss_semantic_seg: 0.1459, s0.loss_cls: 0.1303, s0.acc: 95.0061, s0.loss_bbox: 0.0783, s0.loss_mask: 0.1778, s1.loss_cls: 0.0604, s1.acc: 95.4491, s1.loss_bbox: 0.0923, s1.loss_mask: 0.0844, s2.loss_cls: 0.0308, s2.acc: 95.2417, s2.loss_bbox: 0.0615, s2.loss_mask: 0.0401, loss: 0.9396 2022-06-08 14:40:00,923 - mmdet - INFO - Epoch [29][4550/7330] lr: 1.000e-05, eta: 22:14:48, time: 1.460, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0163, loss_rpn_bbox: 0.0215, loss_semantic_seg: 0.1440, s0.loss_cls: 0.1300, s0.acc: 95.0901, s0.loss_bbox: 0.0761, s0.loss_mask: 0.1771, s1.loss_cls: 0.0585, s1.acc: 95.5769, s1.loss_bbox: 0.0898, s1.loss_mask: 0.0839, s2.loss_cls: 0.0299, s2.acc: 95.3291, s2.loss_bbox: 0.0612, s2.loss_mask: 0.0397, loss: 0.9281 2022-06-08 14:41:14,353 - mmdet - INFO - Epoch [29][4600/7330] lr: 1.000e-05, eta: 22:13:34, time: 1.468, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0155, loss_rpn_bbox: 0.0225, loss_semantic_seg: 0.1385, s0.loss_cls: 0.1305, s0.acc: 95.0393, s0.loss_bbox: 0.0764, s0.loss_mask: 0.1794, s1.loss_cls: 0.0592, s1.acc: 95.5217, s1.loss_bbox: 0.0886, s1.loss_mask: 0.0849, s2.loss_cls: 0.0302, s2.acc: 95.2926, s2.loss_bbox: 0.0576, s2.loss_mask: 0.0402, loss: 0.9236 2022-06-08 14:42:28,652 - mmdet - INFO - Epoch [29][4650/7330] lr: 1.000e-05, eta: 22:12:20, time: 1.485, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0155, loss_rpn_bbox: 0.0224, loss_semantic_seg: 0.1348, s0.loss_cls: 0.1285, s0.acc: 95.0964, s0.loss_bbox: 0.0756, s0.loss_mask: 0.1775, s1.loss_cls: 0.0572, s1.acc: 95.6753, s1.loss_bbox: 0.0899, s1.loss_mask: 0.0840, s2.loss_cls: 0.0296, s2.acc: 95.4975, s2.loss_bbox: 0.0610, s2.loss_mask: 0.0398, loss: 0.9159 2022-06-08 14:43:41,873 - mmdet - INFO - Epoch [29][4700/7330] lr: 1.000e-05, eta: 22:11:06, time: 1.466, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0175, loss_rpn_bbox: 0.0215, loss_semantic_seg: 0.1458, s0.loss_cls: 0.1251, s0.acc: 95.2427, s0.loss_bbox: 0.0742, s0.loss_mask: 0.1746, s1.loss_cls: 0.0563, s1.acc: 95.7178, s1.loss_bbox: 0.0875, s1.loss_mask: 0.0825, s2.loss_cls: 0.0294, s2.acc: 95.5653, s2.loss_bbox: 0.0582, s2.loss_mask: 0.0390, loss: 0.9115 2022-06-08 14:44:55,718 - mmdet - INFO - Epoch [29][4750/7330] lr: 1.000e-05, eta: 22:09:52, time: 1.477, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0169, loss_rpn_bbox: 0.0216, loss_semantic_seg: 0.1394, s0.loss_cls: 0.1282, s0.acc: 95.2495, s0.loss_bbox: 0.0741, s0.loss_mask: 0.1739, s1.loss_cls: 0.0576, s1.acc: 95.6872, s1.loss_bbox: 0.0855, s1.loss_mask: 0.0824, s2.loss_cls: 0.0295, s2.acc: 95.4126, s2.loss_bbox: 0.0581, s2.loss_mask: 0.0391, loss: 0.9063 2022-06-08 14:46:09,603 - mmdet - INFO - Epoch [29][4800/7330] lr: 1.000e-05, eta: 22:08:37, time: 1.477, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0149, loss_rpn_bbox: 0.0232, loss_semantic_seg: 0.1411, s0.loss_cls: 0.1345, s0.acc: 94.8823, s0.loss_bbox: 0.0805, s0.loss_mask: 0.1784, s1.loss_cls: 0.0607, s1.acc: 95.3688, s1.loss_bbox: 0.0938, s1.loss_mask: 0.0840, s2.loss_cls: 0.0318, s2.acc: 95.1050, s2.loss_bbox: 0.0633, s2.loss_mask: 0.0397, loss: 0.9457 2022-06-08 14:47:23,053 - mmdet - INFO - Epoch [29][4850/7330] lr: 1.000e-05, eta: 22:07:23, time: 1.469, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0153, loss_rpn_bbox: 0.0213, loss_semantic_seg: 0.1508, s0.loss_cls: 0.1244, s0.acc: 95.3477, s0.loss_bbox: 0.0703, s0.loss_mask: 0.1690, s1.loss_cls: 0.0567, s1.acc: 95.7302, s1.loss_bbox: 0.0839, s1.loss_mask: 0.0800, s2.loss_cls: 0.0293, s2.acc: 95.6186, s2.loss_bbox: 0.0565, s2.loss_mask: 0.0380, loss: 0.8956 2022-06-08 14:48:36,040 - mmdet - INFO - Epoch [29][4900/7330] lr: 1.000e-05, eta: 22:06:09, time: 1.459, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0152, loss_rpn_bbox: 0.0209, loss_semantic_seg: 0.1383, s0.loss_cls: 0.1236, s0.acc: 95.3223, s0.loss_bbox: 0.0718, s0.loss_mask: 0.1786, s1.loss_cls: 0.0552, s1.acc: 95.8256, s1.loss_bbox: 0.0873, s1.loss_mask: 0.0858, s2.loss_cls: 0.0285, s2.acc: 95.6222, s2.loss_bbox: 0.0609, s2.loss_mask: 0.0409, loss: 0.9071 2022-06-08 14:49:49,842 - mmdet - INFO - Epoch [29][4950/7330] lr: 1.000e-05, eta: 22:04:55, time: 1.477, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0145, loss_rpn_bbox: 0.0226, loss_semantic_seg: 0.1398, s0.loss_cls: 0.1287, s0.acc: 95.1401, s0.loss_bbox: 0.0738, s0.loss_mask: 0.1728, s1.loss_cls: 0.0571, s1.acc: 95.6934, s1.loss_bbox: 0.0895, s1.loss_mask: 0.0823, s2.loss_cls: 0.0302, s2.acc: 95.4441, s2.loss_bbox: 0.0603, s2.loss_mask: 0.0389, loss: 0.9103 2022-06-08 14:51:02,800 - mmdet - INFO - Epoch [29][5000/7330] lr: 1.000e-05, eta: 22:03:41, time: 1.459, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0155, loss_rpn_bbox: 0.0215, loss_semantic_seg: 0.1354, s0.loss_cls: 0.1257, s0.acc: 95.2041, s0.loss_bbox: 0.0752, s0.loss_mask: 0.1739, s1.loss_cls: 0.0568, s1.acc: 95.6735, s1.loss_bbox: 0.0874, s1.loss_mask: 0.0824, s2.loss_cls: 0.0289, s2.acc: 95.5987, s2.loss_bbox: 0.0600, s2.loss_mask: 0.0389, loss: 0.9017 2022-06-08 14:52:16,917 - mmdet - INFO - Epoch [29][5050/7330] lr: 1.000e-05, eta: 22:02:27, time: 1.482, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0160, loss_rpn_bbox: 0.0232, loss_semantic_seg: 0.1397, s0.loss_cls: 0.1387, s0.acc: 94.8008, s0.loss_bbox: 0.0812, s0.loss_mask: 0.1807, s1.loss_cls: 0.0620, s1.acc: 95.4179, s1.loss_bbox: 0.0934, s1.loss_mask: 0.0860, s2.loss_cls: 0.0322, s2.acc: 95.1324, s2.loss_bbox: 0.0619, s2.loss_mask: 0.0403, loss: 0.9553 2022-06-08 14:53:29,904 - mmdet - INFO - Epoch [29][5100/7330] lr: 1.000e-05, eta: 22:01:12, time: 1.460, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0165, loss_rpn_bbox: 0.0225, loss_semantic_seg: 0.1405, s0.loss_cls: 0.1258, s0.acc: 95.2742, s0.loss_bbox: 0.0754, s0.loss_mask: 0.1765, s1.loss_cls: 0.0553, s1.acc: 95.8214, s1.loss_bbox: 0.0906, s1.loss_mask: 0.0845, s2.loss_cls: 0.0290, s2.acc: 95.6124, s2.loss_bbox: 0.0631, s2.loss_mask: 0.0402, loss: 0.9199 2022-06-08 14:54:43,778 - mmdet - INFO - Epoch [29][5150/7330] lr: 1.000e-05, eta: 21:59:58, time: 1.477, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0167, loss_rpn_bbox: 0.0223, loss_semantic_seg: 0.1431, s0.loss_cls: 0.1271, s0.acc: 95.1497, s0.loss_bbox: 0.0769, s0.loss_mask: 0.1775, s1.loss_cls: 0.0579, s1.acc: 95.6019, s1.loss_bbox: 0.0886, s1.loss_mask: 0.0837, s2.loss_cls: 0.0300, s2.acc: 95.3307, s2.loss_bbox: 0.0597, s2.loss_mask: 0.0394, loss: 0.9229 2022-06-08 14:55:57,531 - mmdet - INFO - Epoch [29][5200/7330] lr: 1.000e-05, eta: 21:58:44, time: 1.475, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0162, loss_rpn_bbox: 0.0221, loss_semantic_seg: 0.1466, s0.loss_cls: 0.1331, s0.acc: 94.9761, s0.loss_bbox: 0.0766, s0.loss_mask: 0.1745, s1.loss_cls: 0.0595, s1.acc: 95.6067, s1.loss_bbox: 0.0896, s1.loss_mask: 0.0826, s2.loss_cls: 0.0305, s2.acc: 95.4163, s2.loss_bbox: 0.0609, s2.loss_mask: 0.0391, loss: 0.9312 2022-06-08 14:57:11,675 - mmdet - INFO - Epoch [29][5250/7330] lr: 1.000e-05, eta: 21:57:30, time: 1.483, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0158, loss_rpn_bbox: 0.0211, loss_semantic_seg: 0.1492, s0.loss_cls: 0.1260, s0.acc: 95.2329, s0.loss_bbox: 0.0729, s0.loss_mask: 0.1705, s1.loss_cls: 0.0558, s1.acc: 95.8407, s1.loss_bbox: 0.0850, s1.loss_mask: 0.0811, s2.loss_cls: 0.0288, s2.acc: 95.6330, s2.loss_bbox: 0.0580, s2.loss_mask: 0.0385, loss: 0.9026 2022-06-08 14:58:25,584 - mmdet - INFO - Epoch [29][5300/7330] lr: 1.000e-05, eta: 21:56:16, time: 1.478, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0163, loss_rpn_bbox: 0.0228, loss_semantic_seg: 0.1404, s0.loss_cls: 0.1343, s0.acc: 94.8828, s0.loss_bbox: 0.0811, s0.loss_mask: 0.1810, s1.loss_cls: 0.0614, s1.acc: 95.2894, s1.loss_bbox: 0.0922, s1.loss_mask: 0.0857, s2.loss_cls: 0.0318, s2.acc: 95.1215, s2.loss_bbox: 0.0613, s2.loss_mask: 0.0406, loss: 0.9488 2022-06-08 14:59:39,983 - mmdet - INFO - Epoch [29][5350/7330] lr: 1.000e-05, eta: 21:55:02, time: 1.488, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0167, loss_rpn_bbox: 0.0234, loss_semantic_seg: 0.1413, s0.loss_cls: 0.1317, s0.acc: 94.9873, s0.loss_bbox: 0.0765, s0.loss_mask: 0.1790, s1.loss_cls: 0.0595, s1.acc: 95.4708, s1.loss_bbox: 0.0918, s1.loss_mask: 0.0849, s2.loss_cls: 0.0305, s2.acc: 95.3454, s2.loss_bbox: 0.0628, s2.loss_mask: 0.0403, loss: 0.9381 2022-06-08 15:00:53,093 - mmdet - INFO - Epoch [29][5400/7330] lr: 1.000e-05, eta: 21:53:48, time: 1.460, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0152, loss_rpn_bbox: 0.0223, loss_semantic_seg: 0.1422, s0.loss_cls: 0.1328, s0.acc: 95.0083, s0.loss_bbox: 0.0768, s0.loss_mask: 0.1802, s1.loss_cls: 0.0596, s1.acc: 95.5910, s1.loss_bbox: 0.0901, s1.loss_mask: 0.0859, s2.loss_cls: 0.0306, s2.acc: 95.4646, s2.loss_bbox: 0.0624, s2.loss_mask: 0.0410, loss: 0.9392 2022-06-08 15:02:06,931 - mmdet - INFO - Epoch [29][5450/7330] lr: 1.000e-05, eta: 21:52:34, time: 1.479, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0164, loss_rpn_bbox: 0.0226, loss_semantic_seg: 0.1428, s0.loss_cls: 0.1284, s0.acc: 95.0330, s0.loss_bbox: 0.0760, s0.loss_mask: 0.1777, s1.loss_cls: 0.0576, s1.acc: 95.5888, s1.loss_bbox: 0.0899, s1.loss_mask: 0.0845, s2.loss_cls: 0.0299, s2.acc: 95.3959, s2.loss_bbox: 0.0601, s2.loss_mask: 0.0400, loss: 0.9259 2022-06-08 15:03:20,548 - mmdet - INFO - Epoch [29][5500/7330] lr: 1.000e-05, eta: 21:51:20, time: 1.472, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0169, loss_rpn_bbox: 0.0227, loss_semantic_seg: 0.1390, s0.loss_cls: 0.1358, s0.acc: 94.9080, s0.loss_bbox: 0.0769, s0.loss_mask: 0.1789, s1.loss_cls: 0.0624, s1.acc: 95.3416, s1.loss_bbox: 0.0903, s1.loss_mask: 0.0848, s2.loss_cls: 0.0318, s2.acc: 95.2059, s2.loss_bbox: 0.0611, s2.loss_mask: 0.0403, loss: 0.9409 2022-06-08 15:04:32,903 - mmdet - INFO - Epoch [29][5550/7330] lr: 1.000e-05, eta: 21:50:05, time: 1.447, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0147, loss_rpn_bbox: 0.0215, loss_semantic_seg: 0.1392, s0.loss_cls: 0.1270, s0.acc: 95.2336, s0.loss_bbox: 0.0743, s0.loss_mask: 0.1736, s1.loss_cls: 0.0563, s1.acc: 95.8122, s1.loss_bbox: 0.0874, s1.loss_mask: 0.0822, s2.loss_cls: 0.0288, s2.acc: 95.6053, s2.loss_bbox: 0.0591, s2.loss_mask: 0.0392, loss: 0.9031 2022-06-08 15:05:45,977 - mmdet - INFO - Epoch [29][5600/7330] lr: 1.000e-05, eta: 21:48:51, time: 1.461, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0165, loss_rpn_bbox: 0.0224, loss_semantic_seg: 0.1387, s0.loss_cls: 0.1290, s0.acc: 95.0549, s0.loss_bbox: 0.0757, s0.loss_mask: 0.1762, s1.loss_cls: 0.0583, s1.acc: 95.5869, s1.loss_bbox: 0.0878, s1.loss_mask: 0.0835, s2.loss_cls: 0.0293, s2.acc: 95.4867, s2.loss_bbox: 0.0600, s2.loss_mask: 0.0396, loss: 0.9170 2022-06-08 15:06:59,179 - mmdet - INFO - Epoch [29][5650/7330] lr: 1.000e-05, eta: 21:47:37, time: 1.464, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0148, loss_rpn_bbox: 0.0219, loss_semantic_seg: 0.1458, s0.loss_cls: 0.1295, s0.acc: 95.1223, s0.loss_bbox: 0.0791, s0.loss_mask: 0.1841, s1.loss_cls: 0.0579, s1.acc: 95.5575, s1.loss_bbox: 0.0933, s1.loss_mask: 0.0876, s2.loss_cls: 0.0292, s2.acc: 95.4835, s2.loss_bbox: 0.0632, s2.loss_mask: 0.0416, loss: 0.9481 2022-06-08 15:08:11,773 - mmdet - INFO - Epoch [29][5700/7330] lr: 1.000e-05, eta: 21:46:22, time: 1.452, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0162, loss_rpn_bbox: 0.0231, loss_semantic_seg: 0.1424, s0.loss_cls: 0.1357, s0.acc: 94.8718, s0.loss_bbox: 0.0782, s0.loss_mask: 0.1770, s1.loss_cls: 0.0621, s1.acc: 95.3360, s1.loss_bbox: 0.0908, s1.loss_mask: 0.0840, s2.loss_cls: 0.0315, s2.acc: 95.1217, s2.loss_bbox: 0.0612, s2.loss_mask: 0.0399, loss: 0.9422 2022-06-08 15:09:24,577 - mmdet - INFO - Epoch [29][5750/7330] lr: 1.000e-05, eta: 21:45:08, time: 1.455, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0152, loss_rpn_bbox: 0.0207, loss_semantic_seg: 0.1470, s0.loss_cls: 0.1251, s0.acc: 95.3591, s0.loss_bbox: 0.0733, s0.loss_mask: 0.1745, s1.loss_cls: 0.0567, s1.acc: 95.7802, s1.loss_bbox: 0.0864, s1.loss_mask: 0.0823, s2.loss_cls: 0.0295, s2.acc: 95.6619, s2.loss_bbox: 0.0595, s2.loss_mask: 0.0390, loss: 0.9091 2022-06-08 15:10:38,202 - mmdet - INFO - Epoch [29][5800/7330] lr: 1.000e-05, eta: 21:43:54, time: 1.473, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0156, loss_rpn_bbox: 0.0211, loss_semantic_seg: 0.1381, s0.loss_cls: 0.1313, s0.acc: 95.0205, s0.loss_bbox: 0.0757, s0.loss_mask: 0.1757, s1.loss_cls: 0.0590, s1.acc: 95.5473, s1.loss_bbox: 0.0873, s1.loss_mask: 0.0837, s2.loss_cls: 0.0301, s2.acc: 95.3960, s2.loss_bbox: 0.0596, s2.loss_mask: 0.0397, loss: 0.9169 2022-06-08 15:11:51,333 - mmdet - INFO - Epoch [29][5850/7330] lr: 1.000e-05, eta: 21:42:40, time: 1.463, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0158, loss_rpn_bbox: 0.0211, loss_semantic_seg: 0.1365, s0.loss_cls: 0.1302, s0.acc: 95.0925, s0.loss_bbox: 0.0786, s0.loss_mask: 0.1795, s1.loss_cls: 0.0594, s1.acc: 95.5596, s1.loss_bbox: 0.0944, s1.loss_mask: 0.0850, s2.loss_cls: 0.0307, s2.acc: 95.3392, s2.loss_bbox: 0.0637, s2.loss_mask: 0.0404, loss: 0.9353 2022-06-08 15:13:04,807 - mmdet - INFO - Epoch [29][5900/7330] lr: 1.000e-05, eta: 21:41:25, time: 1.469, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0169, loss_rpn_bbox: 0.0215, loss_semantic_seg: 0.1429, s0.loss_cls: 0.1305, s0.acc: 95.0806, s0.loss_bbox: 0.0772, s0.loss_mask: 0.1747, s1.loss_cls: 0.0586, s1.acc: 95.5526, s1.loss_bbox: 0.0896, s1.loss_mask: 0.0823, s2.loss_cls: 0.0299, s2.acc: 95.4920, s2.loss_bbox: 0.0612, s2.loss_mask: 0.0393, loss: 0.9247 2022-06-08 15:14:17,663 - mmdet - INFO - Epoch [29][5950/7330] lr: 1.000e-05, eta: 21:40:11, time: 1.457, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0174, loss_rpn_bbox: 0.0231, loss_semantic_seg: 0.1457, s0.loss_cls: 0.1385, s0.acc: 94.7009, s0.loss_bbox: 0.0818, s0.loss_mask: 0.1856, s1.loss_cls: 0.0628, s1.acc: 95.2093, s1.loss_bbox: 0.0944, s1.loss_mask: 0.0877, s2.loss_cls: 0.0323, s2.acc: 94.9556, s2.loss_bbox: 0.0624, s2.loss_mask: 0.0414, loss: 0.9731 2022-06-08 15:15:31,439 - mmdet - INFO - Epoch [29][6000/7330] lr: 1.000e-05, eta: 21:38:57, time: 1.475, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0168, loss_rpn_bbox: 0.0229, loss_semantic_seg: 0.1441, s0.loss_cls: 0.1335, s0.acc: 94.8997, s0.loss_bbox: 0.0787, s0.loss_mask: 0.1808, s1.loss_cls: 0.0597, s1.acc: 95.5287, s1.loss_bbox: 0.0926, s1.loss_mask: 0.0858, s2.loss_cls: 0.0310, s2.acc: 95.1825, s2.loss_bbox: 0.0636, s2.loss_mask: 0.0408, loss: 0.9503 2022-06-08 15:16:44,701 - mmdet - INFO - Epoch [29][6050/7330] lr: 1.000e-05, eta: 21:37:43, time: 1.465, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0146, loss_rpn_bbox: 0.0223, loss_semantic_seg: 0.1363, s0.loss_cls: 0.1278, s0.acc: 95.1011, s0.loss_bbox: 0.0773, s0.loss_mask: 0.1789, s1.loss_cls: 0.0577, s1.acc: 95.6296, s1.loss_bbox: 0.0938, s1.loss_mask: 0.0853, s2.loss_cls: 0.0300, s2.acc: 95.3009, s2.loss_bbox: 0.0634, s2.loss_mask: 0.0405, loss: 0.9278 2022-06-08 15:17:57,737 - mmdet - INFO - Epoch [29][6100/7330] lr: 1.000e-05, eta: 21:36:28, time: 1.461, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0154, loss_rpn_bbox: 0.0209, loss_semantic_seg: 0.1418, s0.loss_cls: 0.1288, s0.acc: 95.1082, s0.loss_bbox: 0.0743, s0.loss_mask: 0.1727, s1.loss_cls: 0.0579, s1.acc: 95.5804, s1.loss_bbox: 0.0878, s1.loss_mask: 0.0815, s2.loss_cls: 0.0299, s2.acc: 95.3704, s2.loss_bbox: 0.0587, s2.loss_mask: 0.0384, loss: 0.9083 2022-06-08 15:19:10,227 - mmdet - INFO - Epoch [29][6150/7330] lr: 1.000e-05, eta: 21:35:14, time: 1.450, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0145, loss_rpn_bbox: 0.0216, loss_semantic_seg: 0.1460, s0.loss_cls: 0.1292, s0.acc: 95.1362, s0.loss_bbox: 0.0765, s0.loss_mask: 0.1776, s1.loss_cls: 0.0575, s1.acc: 95.6204, s1.loss_bbox: 0.0894, s1.loss_mask: 0.0843, s2.loss_cls: 0.0297, s2.acc: 95.3994, s2.loss_bbox: 0.0614, s2.loss_mask: 0.0401, loss: 0.9278 2022-06-08 15:20:23,486 - mmdet - INFO - Epoch [29][6200/7330] lr: 1.000e-05, eta: 21:34:00, time: 1.465, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0165, loss_rpn_bbox: 0.0223, loss_semantic_seg: 0.1435, s0.loss_cls: 0.1324, s0.acc: 94.9976, s0.loss_bbox: 0.0798, s0.loss_mask: 0.1770, s1.loss_cls: 0.0599, s1.acc: 95.5033, s1.loss_bbox: 0.0911, s1.loss_mask: 0.0831, s2.loss_cls: 0.0311, s2.acc: 95.2795, s2.loss_bbox: 0.0607, s2.loss_mask: 0.0394, loss: 0.9367 2022-06-08 15:21:36,865 - mmdet - INFO - Epoch [29][6250/7330] lr: 1.000e-05, eta: 21:32:46, time: 1.468, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0175, loss_rpn_bbox: 0.0247, loss_semantic_seg: 0.1425, s0.loss_cls: 0.1336, s0.acc: 95.0088, s0.loss_bbox: 0.0782, s0.loss_mask: 0.1772, s1.loss_cls: 0.0599, s1.acc: 95.5267, s1.loss_bbox: 0.0904, s1.loss_mask: 0.0843, s2.loss_cls: 0.0309, s2.acc: 95.2797, s2.loss_bbox: 0.0615, s2.loss_mask: 0.0400, loss: 0.9410 2022-06-08 15:22:50,755 - mmdet - INFO - Epoch [29][6300/7330] lr: 1.000e-05, eta: 21:31:32, time: 1.478, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0155, loss_rpn_bbox: 0.0228, loss_semantic_seg: 0.1407, s0.loss_cls: 0.1280, s0.acc: 95.2126, s0.loss_bbox: 0.0753, s0.loss_mask: 0.1739, s1.loss_cls: 0.0568, s1.acc: 95.7242, s1.loss_bbox: 0.0882, s1.loss_mask: 0.0819, s2.loss_cls: 0.0294, s2.acc: 95.5400, s2.loss_bbox: 0.0601, s2.loss_mask: 0.0388, loss: 0.9114 2022-06-08 15:24:04,178 - mmdet - INFO - Epoch [29][6350/7330] lr: 1.000e-05, eta: 21:30:17, time: 1.469, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0157, loss_rpn_bbox: 0.0225, loss_semantic_seg: 0.1422, s0.loss_cls: 0.1306, s0.acc: 95.0671, s0.loss_bbox: 0.0753, s0.loss_mask: 0.1808, s1.loss_cls: 0.0589, s1.acc: 95.6212, s1.loss_bbox: 0.0902, s1.loss_mask: 0.0860, s2.loss_cls: 0.0305, s2.acc: 95.3243, s2.loss_bbox: 0.0612, s2.loss_mask: 0.0408, loss: 0.9346 2022-06-08 15:25:18,221 - mmdet - INFO - Epoch [29][6400/7330] lr: 1.000e-05, eta: 21:29:03, time: 1.480, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0189, loss_rpn_bbox: 0.0252, loss_semantic_seg: 0.1433, s0.loss_cls: 0.1392, s0.acc: 94.7961, s0.loss_bbox: 0.0770, s0.loss_mask: 0.1797, s1.loss_cls: 0.0630, s1.acc: 95.2703, s1.loss_bbox: 0.0873, s1.loss_mask: 0.0853, s2.loss_cls: 0.0323, s2.acc: 95.0735, s2.loss_bbox: 0.0591, s2.loss_mask: 0.0404, loss: 0.9507 2022-06-08 15:26:31,832 - mmdet - INFO - Epoch [29][6450/7330] lr: 1.000e-05, eta: 21:27:49, time: 1.473, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0159, loss_rpn_bbox: 0.0234, loss_semantic_seg: 0.1434, s0.loss_cls: 0.1348, s0.acc: 94.9829, s0.loss_bbox: 0.0764, s0.loss_mask: 0.1802, s1.loss_cls: 0.0615, s1.acc: 95.4151, s1.loss_bbox: 0.0895, s1.loss_mask: 0.0859, s2.loss_cls: 0.0316, s2.acc: 95.1882, s2.loss_bbox: 0.0618, s2.loss_mask: 0.0411, loss: 0.9455 2022-06-08 15:27:44,602 - mmdet - INFO - Epoch [29][6500/7330] lr: 1.000e-05, eta: 21:26:35, time: 1.455, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0149, loss_rpn_bbox: 0.0216, loss_semantic_seg: 0.1290, s0.loss_cls: 0.1201, s0.acc: 95.4351, s0.loss_bbox: 0.0718, s0.loss_mask: 0.1756, s1.loss_cls: 0.0548, s1.acc: 95.8664, s1.loss_bbox: 0.0868, s1.loss_mask: 0.0839, s2.loss_cls: 0.0282, s2.acc: 95.7001, s2.loss_bbox: 0.0611, s2.loss_mask: 0.0400, loss: 0.8878 2022-06-08 15:28:57,466 - mmdet - INFO - Epoch [29][6550/7330] lr: 1.000e-05, eta: 21:25:21, time: 1.457, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0178, loss_rpn_bbox: 0.0232, loss_semantic_seg: 0.1347, s0.loss_cls: 0.1379, s0.acc: 94.8220, s0.loss_bbox: 0.0762, s0.loss_mask: 0.1808, s1.loss_cls: 0.0624, s1.acc: 95.2865, s1.loss_bbox: 0.0859, s1.loss_mask: 0.0855, s2.loss_cls: 0.0317, s2.acc: 95.1621, s2.loss_bbox: 0.0588, s2.loss_mask: 0.0406, loss: 0.9355 2022-06-08 15:30:10,811 - mmdet - INFO - Epoch [29][6600/7330] lr: 1.000e-05, eta: 21:24:06, time: 1.465, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0161, loss_rpn_bbox: 0.0231, loss_semantic_seg: 0.1375, s0.loss_cls: 0.1332, s0.acc: 95.0461, s0.loss_bbox: 0.0791, s0.loss_mask: 0.1828, s1.loss_cls: 0.0606, s1.acc: 95.5593, s1.loss_bbox: 0.0911, s1.loss_mask: 0.0863, s2.loss_cls: 0.0310, s2.acc: 95.3488, s2.loss_bbox: 0.0611, s2.loss_mask: 0.0410, loss: 0.9429 2022-06-08 15:31:24,103 - mmdet - INFO - Epoch [29][6650/7330] lr: 1.000e-05, eta: 21:22:52, time: 1.468, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0150, loss_rpn_bbox: 0.0212, loss_semantic_seg: 0.1449, s0.loss_cls: 0.1297, s0.acc: 95.0415, s0.loss_bbox: 0.0780, s0.loss_mask: 0.1772, s1.loss_cls: 0.0577, s1.acc: 95.5904, s1.loss_bbox: 0.0910, s1.loss_mask: 0.0846, s2.loss_cls: 0.0290, s2.acc: 95.5210, s2.loss_bbox: 0.0620, s2.loss_mask: 0.0400, loss: 0.9303 2022-06-08 15:32:36,812 - mmdet - INFO - Epoch [29][6700/7330] lr: 1.000e-05, eta: 21:21:38, time: 1.454, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0131, loss_rpn_bbox: 0.0208, loss_semantic_seg: 0.1376, s0.loss_cls: 0.1221, s0.acc: 95.3870, s0.loss_bbox: 0.0728, s0.loss_mask: 0.1717, s1.loss_cls: 0.0536, s1.acc: 96.0009, s1.loss_bbox: 0.0852, s1.loss_mask: 0.0812, s2.loss_cls: 0.0275, s2.acc: 95.8811, s2.loss_bbox: 0.0588, s2.loss_mask: 0.0388, loss: 0.8832 2022-06-08 15:33:50,181 - mmdet - INFO - Epoch [29][6750/7330] lr: 1.000e-05, eta: 21:20:24, time: 1.468, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0148, loss_rpn_bbox: 0.0215, loss_semantic_seg: 0.1396, s0.loss_cls: 0.1237, s0.acc: 95.2463, s0.loss_bbox: 0.0740, s0.loss_mask: 0.1780, s1.loss_cls: 0.0562, s1.acc: 95.6948, s1.loss_bbox: 0.0893, s1.loss_mask: 0.0846, s2.loss_cls: 0.0295, s2.acc: 95.4080, s2.loss_bbox: 0.0605, s2.loss_mask: 0.0400, loss: 0.9117 2022-06-08 15:35:02,438 - mmdet - INFO - Epoch [29][6800/7330] lr: 1.000e-05, eta: 21:19:09, time: 1.445, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0157, loss_rpn_bbox: 0.0225, loss_semantic_seg: 0.1417, s0.loss_cls: 0.1324, s0.acc: 94.9878, s0.loss_bbox: 0.0780, s0.loss_mask: 0.1786, s1.loss_cls: 0.0604, s1.acc: 95.4364, s1.loss_bbox: 0.0921, s1.loss_mask: 0.0843, s2.loss_cls: 0.0311, s2.acc: 95.2078, s2.loss_bbox: 0.0614, s2.loss_mask: 0.0394, loss: 0.9377 2022-06-08 15:36:15,187 - mmdet - INFO - Epoch [29][6850/7330] lr: 1.000e-05, eta: 21:17:55, time: 1.455, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0173, loss_rpn_bbox: 0.0219, loss_semantic_seg: 0.1452, s0.loss_cls: 0.1310, s0.acc: 95.0327, s0.loss_bbox: 0.0773, s0.loss_mask: 0.1795, s1.loss_cls: 0.0587, s1.acc: 95.5425, s1.loss_bbox: 0.0898, s1.loss_mask: 0.0843, s2.loss_cls: 0.0307, s2.acc: 95.3573, s2.loss_bbox: 0.0606, s2.loss_mask: 0.0398, loss: 0.9361 2022-06-08 15:37:28,095 - mmdet - INFO - Epoch [29][6900/7330] lr: 1.000e-05, eta: 21:16:41, time: 1.458, data_time: 0.022, memory: 64799, loss_rpn_cls: 0.0135, loss_rpn_bbox: 0.0212, loss_semantic_seg: 0.1402, s0.loss_cls: 0.1271, s0.acc: 95.0906, s0.loss_bbox: 0.0746, s0.loss_mask: 0.1746, s1.loss_cls: 0.0576, s1.acc: 95.6006, s1.loss_bbox: 0.0882, s1.loss_mask: 0.0833, s2.loss_cls: 0.0299, s2.acc: 95.3276, s2.loss_bbox: 0.0608, s2.loss_mask: 0.0396, loss: 0.9105 2022-06-08 15:38:41,290 - mmdet - INFO - Epoch [29][6950/7330] lr: 1.000e-05, eta: 21:15:26, time: 1.464, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0186, loss_rpn_bbox: 0.0232, loss_semantic_seg: 0.1446, s0.loss_cls: 0.1356, s0.acc: 94.9895, s0.loss_bbox: 0.0764, s0.loss_mask: 0.1777, s1.loss_cls: 0.0614, s1.acc: 95.4208, s1.loss_bbox: 0.0910, s1.loss_mask: 0.0849, s2.loss_cls: 0.0309, s2.acc: 95.3345, s2.loss_bbox: 0.0621, s2.loss_mask: 0.0405, loss: 0.9471 2022-06-08 15:39:55,001 - mmdet - INFO - Epoch [29][7000/7330] lr: 1.000e-05, eta: 21:14:12, time: 1.474, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0172, loss_rpn_bbox: 0.0233, loss_semantic_seg: 0.1430, s0.loss_cls: 0.1359, s0.acc: 94.8992, s0.loss_bbox: 0.0767, s0.loss_mask: 0.1724, s1.loss_cls: 0.0610, s1.acc: 95.4161, s1.loss_bbox: 0.0903, s1.loss_mask: 0.0817, s2.loss_cls: 0.0315, s2.acc: 95.2224, s2.loss_bbox: 0.0612, s2.loss_mask: 0.0385, loss: 0.9328 2022-06-08 15:41:07,381 - mmdet - INFO - Epoch [29][7050/7330] lr: 1.000e-05, eta: 21:12:58, time: 1.448, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0164, loss_rpn_bbox: 0.0223, loss_semantic_seg: 0.1415, s0.loss_cls: 0.1290, s0.acc: 95.1018, s0.loss_bbox: 0.0749, s0.loss_mask: 0.1789, s1.loss_cls: 0.0589, s1.acc: 95.6146, s1.loss_bbox: 0.0901, s1.loss_mask: 0.0838, s2.loss_cls: 0.0303, s2.acc: 95.3385, s2.loss_bbox: 0.0613, s2.loss_mask: 0.0398, loss: 0.9273 2022-06-08 15:42:20,297 - mmdet - INFO - Epoch [29][7100/7330] lr: 1.000e-05, eta: 21:11:44, time: 1.458, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0169, loss_rpn_bbox: 0.0221, loss_semantic_seg: 0.1419, s0.loss_cls: 0.1275, s0.acc: 95.2861, s0.loss_bbox: 0.0737, s0.loss_mask: 0.1764, s1.loss_cls: 0.0574, s1.acc: 95.7107, s1.loss_bbox: 0.0850, s1.loss_mask: 0.0832, s2.loss_cls: 0.0293, s2.acc: 95.6104, s2.loss_bbox: 0.0583, s2.loss_mask: 0.0393, loss: 0.9109 2022-06-08 15:43:32,997 - mmdet - INFO - Epoch [29][7150/7330] lr: 1.000e-05, eta: 21:10:29, time: 1.454, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0135, loss_rpn_bbox: 0.0209, loss_semantic_seg: 0.1406, s0.loss_cls: 0.1239, s0.acc: 95.2683, s0.loss_bbox: 0.0753, s0.loss_mask: 0.1739, s1.loss_cls: 0.0558, s1.acc: 95.6987, s1.loss_bbox: 0.0883, s1.loss_mask: 0.0826, s2.loss_cls: 0.0292, s2.acc: 95.5075, s2.loss_bbox: 0.0581, s2.loss_mask: 0.0392, loss: 0.9013 2022-06-08 15:44:46,339 - mmdet - INFO - Epoch [29][7200/7330] lr: 1.000e-05, eta: 21:09:15, time: 1.467, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0147, loss_rpn_bbox: 0.0208, loss_semantic_seg: 0.1378, s0.loss_cls: 0.1242, s0.acc: 95.2676, s0.loss_bbox: 0.0716, s0.loss_mask: 0.1740, s1.loss_cls: 0.0557, s1.acc: 95.8213, s1.loss_bbox: 0.0848, s1.loss_mask: 0.0826, s2.loss_cls: 0.0285, s2.acc: 95.6905, s2.loss_bbox: 0.0577, s2.loss_mask: 0.0394, loss: 0.8917 2022-06-08 15:46:00,117 - mmdet - INFO - Epoch [29][7250/7330] lr: 1.000e-05, eta: 21:08:01, time: 1.475, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0161, loss_rpn_bbox: 0.0225, loss_semantic_seg: 0.1398, s0.loss_cls: 0.1336, s0.acc: 94.9885, s0.loss_bbox: 0.0794, s0.loss_mask: 0.1793, s1.loss_cls: 0.0601, s1.acc: 95.4859, s1.loss_bbox: 0.0947, s1.loss_mask: 0.0849, s2.loss_cls: 0.0307, s2.acc: 95.2992, s2.loss_bbox: 0.0616, s2.loss_mask: 0.0402, loss: 0.9429 2022-06-08 15:47:14,125 - mmdet - INFO - Epoch [29][7300/7330] lr: 1.000e-05, eta: 21:06:47, time: 1.480, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0160, loss_rpn_bbox: 0.0209, loss_semantic_seg: 0.1357, s0.loss_cls: 0.1280, s0.acc: 95.2305, s0.loss_bbox: 0.0742, s0.loss_mask: 0.1740, s1.loss_cls: 0.0580, s1.acc: 95.7082, s1.loss_bbox: 0.0872, s1.loss_mask: 0.0829, s2.loss_cls: 0.0296, s2.acc: 95.5284, s2.loss_bbox: 0.0595, s2.loss_mask: 0.0394, loss: 0.9055 2022-06-08 15:48:15,494 - mmdet - INFO - Saving checkpoint at 29 epochs 2022-06-08 15:52:20,796 - mmdet - INFO - Evaluating bbox... 2022-06-08 15:53:02,935 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.582 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.767 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.641 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.432 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.619 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.720 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.743 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.743 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.743 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.618 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.777 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.866 2022-06-08 15:53:02,936 - mmdet - INFO - Evaluating segm... 2022-06-08 15:53:50,935 - 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 ] = 0.746 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.553 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 ] = 0.538 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.687 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.646 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.646 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.646 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.505 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.680 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.783 2022-06-08 15:53:51,705 - mmdet - INFO - Exp name: htc++_beit_adapter_v2_large_fpn_3x_coco.py 2022-06-08 15:53:51,706 - mmdet - INFO - Epoch(val) [29][313] bbox_mAP: 0.5820, bbox_mAP_50: 0.7670, bbox_mAP_75: 0.6410, bbox_mAP_s: 0.4320, bbox_mAP_m: 0.6190, bbox_mAP_l: 0.7200, bbox_mAP_copypaste: 0.582 0.767 0.641 0.432 0.619 0.720, segm_mAP: 0.5060, segm_mAP_50: 0.7460, segm_mAP_75: 0.5530, segm_mAP_s: 0.3230, segm_mAP_m: 0.5380, segm_mAP_l: 0.6870, segm_mAP_copypaste: 0.506 0.746 0.553 0.323 0.538 0.687 2022-06-08 15:58:43,157 - mmdet - INFO - Epoch [30][50/7330] lr: 1.000e-05, eta: 21:05:30, time: 5.828, data_time: 4.351, memory: 64799, loss_rpn_cls: 0.0156, loss_rpn_bbox: 0.0237, loss_semantic_seg: 0.1367, s0.loss_cls: 0.1292, s0.acc: 95.0579, s0.loss_bbox: 0.0767, s0.loss_mask: 0.1795, s1.loss_cls: 0.0575, s1.acc: 95.5865, s1.loss_bbox: 0.0897, s1.loss_mask: 0.0852, s2.loss_cls: 0.0296, s2.acc: 95.3683, s2.loss_bbox: 0.0627, s2.loss_mask: 0.0404, loss: 0.9264 2022-06-08 15:59:57,504 - mmdet - INFO - Epoch [30][100/7330] lr: 1.000e-05, eta: 21:04:16, time: 1.487, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0165, loss_rpn_bbox: 0.0223, loss_semantic_seg: 0.1431, s0.loss_cls: 0.1327, s0.acc: 94.9846, s0.loss_bbox: 0.0785, s0.loss_mask: 0.1768, s1.loss_cls: 0.0601, s1.acc: 95.5109, s1.loss_bbox: 0.0914, s1.loss_mask: 0.0834, s2.loss_cls: 0.0306, s2.acc: 95.3197, s2.loss_bbox: 0.0612, s2.loss_mask: 0.0396, loss: 0.9362 2022-06-08 16:01:10,910 - mmdet - INFO - Epoch [30][150/7330] lr: 1.000e-05, eta: 21:03:02, time: 1.468, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0153, loss_rpn_bbox: 0.0219, loss_semantic_seg: 0.1386, s0.loss_cls: 0.1280, s0.acc: 95.1926, s0.loss_bbox: 0.0755, s0.loss_mask: 0.1793, s1.loss_cls: 0.0576, s1.acc: 95.7526, s1.loss_bbox: 0.0907, s1.loss_mask: 0.0858, s2.loss_cls: 0.0298, s2.acc: 95.4295, s2.loss_bbox: 0.0630, s2.loss_mask: 0.0407, loss: 0.9262 2022-06-08 16:02:24,686 - mmdet - INFO - Epoch [30][200/7330] lr: 1.000e-05, eta: 21:01:48, time: 1.474, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0164, loss_rpn_bbox: 0.0212, loss_semantic_seg: 0.1408, s0.loss_cls: 0.1293, s0.acc: 94.9985, s0.loss_bbox: 0.0810, s0.loss_mask: 0.1835, s1.loss_cls: 0.0582, s1.acc: 95.5614, s1.loss_bbox: 0.0965, s1.loss_mask: 0.0871, s2.loss_cls: 0.0301, s2.acc: 95.3168, s2.loss_bbox: 0.0645, s2.loss_mask: 0.0411, loss: 0.9500 2022-06-08 16:03:38,283 - mmdet - INFO - Epoch [30][250/7330] lr: 1.000e-05, eta: 21:00:34, time: 1.474, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0168, loss_rpn_bbox: 0.0244, loss_semantic_seg: 0.1364, s0.loss_cls: 0.1316, s0.acc: 94.9856, s0.loss_bbox: 0.0787, s0.loss_mask: 0.1821, s1.loss_cls: 0.0602, s1.acc: 95.4940, s1.loss_bbox: 0.0903, s1.loss_mask: 0.0860, s2.loss_cls: 0.0308, s2.acc: 95.2982, s2.loss_bbox: 0.0592, s2.loss_mask: 0.0404, loss: 0.9370 2022-06-08 16:04:50,844 - mmdet - INFO - Epoch [30][300/7330] lr: 1.000e-05, eta: 20:59:19, time: 1.451, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0152, loss_rpn_bbox: 0.0216, loss_semantic_seg: 0.1418, s0.loss_cls: 0.1250, s0.acc: 95.2544, s0.loss_bbox: 0.0764, s0.loss_mask: 0.1737, s1.loss_cls: 0.0569, s1.acc: 95.7301, s1.loss_bbox: 0.0884, s1.loss_mask: 0.0816, s2.loss_cls: 0.0294, s2.acc: 95.4748, s2.loss_bbox: 0.0601, s2.loss_mask: 0.0388, loss: 0.9088 2022-06-08 16:06:05,324 - mmdet - INFO - Epoch [30][350/7330] lr: 1.000e-05, eta: 20:58:05, time: 1.490, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0140, loss_rpn_bbox: 0.0219, loss_semantic_seg: 0.1405, s0.loss_cls: 0.1222, s0.acc: 95.3091, s0.loss_bbox: 0.0732, s0.loss_mask: 0.1699, s1.loss_cls: 0.0543, s1.acc: 95.8436, s1.loss_bbox: 0.0886, s1.loss_mask: 0.0809, s2.loss_cls: 0.0282, s2.acc: 95.6190, s2.loss_bbox: 0.0613, s2.loss_mask: 0.0386, loss: 0.8934 2022-06-08 16:07:19,271 - mmdet - INFO - Epoch [30][400/7330] lr: 1.000e-05, eta: 20:56:51, time: 1.479, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0151, loss_rpn_bbox: 0.0234, loss_semantic_seg: 0.1450, s0.loss_cls: 0.1303, s0.acc: 95.0164, s0.loss_bbox: 0.0769, s0.loss_mask: 0.1813, s1.loss_cls: 0.0588, s1.acc: 95.5386, s1.loss_bbox: 0.0904, s1.loss_mask: 0.0853, s2.loss_cls: 0.0301, s2.acc: 95.3799, s2.loss_bbox: 0.0616, s2.loss_mask: 0.0405, loss: 0.9387 2022-06-08 16:08:33,367 - mmdet - INFO - Epoch [30][450/7330] lr: 1.000e-05, eta: 20:55:37, time: 1.481, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0176, loss_rpn_bbox: 0.0230, loss_semantic_seg: 0.1353, s0.loss_cls: 0.1340, s0.acc: 94.8889, s0.loss_bbox: 0.0764, s0.loss_mask: 0.1791, s1.loss_cls: 0.0607, s1.acc: 95.3771, s1.loss_bbox: 0.0910, s1.loss_mask: 0.0849, s2.loss_cls: 0.0311, s2.acc: 95.1230, s2.loss_bbox: 0.0617, s2.loss_mask: 0.0402, loss: 0.9349 2022-06-08 16:09:47,622 - mmdet - INFO - Epoch [30][500/7330] lr: 1.000e-05, eta: 20:54:23, time: 1.486, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0146, loss_rpn_bbox: 0.0210, loss_semantic_seg: 0.1378, s0.loss_cls: 0.1227, s0.acc: 95.3530, s0.loss_bbox: 0.0730, s0.loss_mask: 0.1731, s1.loss_cls: 0.0552, s1.acc: 95.7952, s1.loss_bbox: 0.0860, s1.loss_mask: 0.0823, s2.loss_cls: 0.0286, s2.acc: 95.6374, s2.loss_bbox: 0.0592, s2.loss_mask: 0.0390, loss: 0.8925 2022-06-08 16:11:01,343 - mmdet - INFO - Epoch [30][550/7330] lr: 1.000e-05, eta: 20:53:09, time: 1.474, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0171, loss_rpn_bbox: 0.0229, loss_semantic_seg: 0.1356, s0.loss_cls: 0.1332, s0.acc: 94.9790, s0.loss_bbox: 0.0786, s0.loss_mask: 0.1775, s1.loss_cls: 0.0600, s1.acc: 95.4673, s1.loss_bbox: 0.0918, s1.loss_mask: 0.0845, s2.loss_cls: 0.0305, s2.acc: 95.3341, s2.loss_bbox: 0.0625, s2.loss_mask: 0.0402, loss: 0.9343 2022-06-08 16:12:15,356 - mmdet - INFO - Epoch [30][600/7330] lr: 1.000e-05, eta: 20:51:55, time: 1.479, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0171, loss_rpn_bbox: 0.0227, loss_semantic_seg: 0.1379, s0.loss_cls: 0.1312, s0.acc: 95.0669, s0.loss_bbox: 0.0752, s0.loss_mask: 0.1793, s1.loss_cls: 0.0600, s1.acc: 95.6204, s1.loss_bbox: 0.0877, s1.loss_mask: 0.0853, s2.loss_cls: 0.0308, s2.acc: 95.4088, s2.loss_bbox: 0.0601, s2.loss_mask: 0.0406, loss: 0.9279 2022-06-08 16:13:28,394 - mmdet - INFO - Epoch [30][650/7330] lr: 1.000e-05, eta: 20:50:41, time: 1.463, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0182, loss_rpn_bbox: 0.0219, loss_semantic_seg: 0.1355, s0.loss_cls: 0.1257, s0.acc: 95.1792, s0.loss_bbox: 0.0733, s0.loss_mask: 0.1750, s1.loss_cls: 0.0562, s1.acc: 95.7324, s1.loss_bbox: 0.0865, s1.loss_mask: 0.0836, s2.loss_cls: 0.0286, s2.acc: 95.6006, s2.loss_bbox: 0.0583, s2.loss_mask: 0.0398, loss: 0.9027 2022-06-08 16:14:42,106 - mmdet - INFO - Epoch [30][700/7330] lr: 1.000e-05, eta: 20:49:26, time: 1.474, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0160, loss_rpn_bbox: 0.0212, loss_semantic_seg: 0.1326, s0.loss_cls: 0.1277, s0.acc: 95.1033, s0.loss_bbox: 0.0728, s0.loss_mask: 0.1719, s1.loss_cls: 0.0569, s1.acc: 95.6674, s1.loss_bbox: 0.0864, s1.loss_mask: 0.0818, s2.loss_cls: 0.0290, s2.acc: 95.4544, s2.loss_bbox: 0.0598, s2.loss_mask: 0.0388, loss: 0.8949 2022-06-08 16:15:55,061 - mmdet - INFO - Epoch [30][750/7330] lr: 1.000e-05, eta: 20:48:12, time: 1.459, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0174, loss_rpn_bbox: 0.0234, loss_semantic_seg: 0.1381, s0.loss_cls: 0.1352, s0.acc: 94.9268, s0.loss_bbox: 0.0792, s0.loss_mask: 0.1783, s1.loss_cls: 0.0619, s1.acc: 95.3620, s1.loss_bbox: 0.0918, s1.loss_mask: 0.0846, s2.loss_cls: 0.0314, s2.acc: 95.1915, s2.loss_bbox: 0.0610, s2.loss_mask: 0.0401, loss: 0.9423 2022-06-08 16:17:07,582 - mmdet - INFO - Epoch [30][800/7330] lr: 1.000e-05, eta: 20:46:58, time: 1.450, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0159, loss_rpn_bbox: 0.0226, loss_semantic_seg: 0.1423, s0.loss_cls: 0.1247, s0.acc: 95.2632, s0.loss_bbox: 0.0750, s0.loss_mask: 0.1761, s1.loss_cls: 0.0560, s1.acc: 95.7777, s1.loss_bbox: 0.0871, s1.loss_mask: 0.0834, s2.loss_cls: 0.0288, s2.acc: 95.6024, s2.loss_bbox: 0.0590, s2.loss_mask: 0.0396, loss: 0.9104 2022-06-08 16:18:21,880 - mmdet - INFO - Epoch [30][850/7330] lr: 1.000e-05, eta: 20:45:44, time: 1.486, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0152, loss_rpn_bbox: 0.0224, loss_semantic_seg: 0.1413, s0.loss_cls: 0.1302, s0.acc: 95.0806, s0.loss_bbox: 0.0762, s0.loss_mask: 0.1781, s1.loss_cls: 0.0589, s1.acc: 95.5811, s1.loss_bbox: 0.0904, s1.loss_mask: 0.0852, s2.loss_cls: 0.0305, s2.acc: 95.3542, s2.loss_bbox: 0.0614, s2.loss_mask: 0.0403, loss: 0.9301 2022-06-08 16:19:35,387 - mmdet - INFO - Epoch [30][900/7330] lr: 1.000e-05, eta: 20:44:29, time: 1.471, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0154, loss_rpn_bbox: 0.0218, loss_semantic_seg: 0.1426, s0.loss_cls: 0.1310, s0.acc: 95.0298, s0.loss_bbox: 0.0730, s0.loss_mask: 0.1768, s1.loss_cls: 0.0594, s1.acc: 95.4717, s1.loss_bbox: 0.0842, s1.loss_mask: 0.0844, s2.loss_cls: 0.0305, s2.acc: 95.3730, s2.loss_bbox: 0.0587, s2.loss_mask: 0.0400, loss: 0.9178 2022-06-08 16:20:47,334 - mmdet - INFO - Epoch [30][950/7330] lr: 1.000e-05, eta: 20:43:15, time: 1.439, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0150, loss_rpn_bbox: 0.0219, loss_semantic_seg: 0.1360, s0.loss_cls: 0.1293, s0.acc: 95.1465, s0.loss_bbox: 0.0771, s0.loss_mask: 0.1813, s1.loss_cls: 0.0575, s1.acc: 95.6783, s1.loss_bbox: 0.0946, s1.loss_mask: 0.0863, s2.loss_cls: 0.0299, s2.acc: 95.4078, s2.loss_bbox: 0.0633, s2.loss_mask: 0.0408, loss: 0.9333 2022-06-08 16:22:00,615 - mmdet - INFO - Epoch [30][1000/7330] lr: 1.000e-05, eta: 20:42:01, time: 1.465, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0155, loss_rpn_bbox: 0.0207, loss_semantic_seg: 0.1387, s0.loss_cls: 0.1251, s0.acc: 95.2075, s0.loss_bbox: 0.0738, s0.loss_mask: 0.1778, s1.loss_cls: 0.0569, s1.acc: 95.6817, s1.loss_bbox: 0.0872, s1.loss_mask: 0.0838, s2.loss_cls: 0.0287, s2.acc: 95.4818, s2.loss_bbox: 0.0605, s2.loss_mask: 0.0399, loss: 0.9086 2022-06-08 16:23:13,843 - mmdet - INFO - Epoch [30][1050/7330] lr: 1.000e-05, eta: 20:40:46, time: 1.465, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0187, loss_rpn_bbox: 0.0226, loss_semantic_seg: 0.1422, s0.loss_cls: 0.1316, s0.acc: 95.0776, s0.loss_bbox: 0.0770, s0.loss_mask: 0.1776, s1.loss_cls: 0.0591, s1.acc: 95.5803, s1.loss_bbox: 0.0898, s1.loss_mask: 0.0841, s2.loss_cls: 0.0299, s2.acc: 95.4391, s2.loss_bbox: 0.0600, s2.loss_mask: 0.0398, loss: 0.9325 2022-06-08 16:24:27,631 - mmdet - INFO - Epoch [30][1100/7330] lr: 1.000e-05, eta: 20:39:32, time: 1.476, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0147, loss_rpn_bbox: 0.0211, loss_semantic_seg: 0.1382, s0.loss_cls: 0.1255, s0.acc: 95.2771, s0.loss_bbox: 0.0726, s0.loss_mask: 0.1726, s1.loss_cls: 0.0553, s1.acc: 95.8115, s1.loss_bbox: 0.0856, s1.loss_mask: 0.0820, s2.loss_cls: 0.0282, s2.acc: 95.7421, s2.loss_bbox: 0.0592, s2.loss_mask: 0.0389, loss: 0.8938 2022-06-08 16:25:39,921 - mmdet - INFO - Epoch [30][1150/7330] lr: 1.000e-05, eta: 20:38:18, time: 1.446, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0164, loss_rpn_bbox: 0.0227, loss_semantic_seg: 0.1442, s0.loss_cls: 0.1307, s0.acc: 95.1721, s0.loss_bbox: 0.0750, s0.loss_mask: 0.1772, s1.loss_cls: 0.0584, s1.acc: 95.7415, s1.loss_bbox: 0.0864, s1.loss_mask: 0.0836, s2.loss_cls: 0.0296, s2.acc: 95.4382, s2.loss_bbox: 0.0587, s2.loss_mask: 0.0396, loss: 0.9225 2022-06-08 16:26:52,331 - mmdet - INFO - Epoch [30][1200/7330] lr: 1.000e-05, eta: 20:37:03, time: 1.446, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0162, loss_rpn_bbox: 0.0213, loss_semantic_seg: 0.1390, s0.loss_cls: 0.1278, s0.acc: 95.1877, s0.loss_bbox: 0.0747, s0.loss_mask: 0.1734, s1.loss_cls: 0.0576, s1.acc: 95.6592, s1.loss_bbox: 0.0872, s1.loss_mask: 0.0819, s2.loss_cls: 0.0295, s2.acc: 95.3854, s2.loss_bbox: 0.0585, s2.loss_mask: 0.0387, loss: 0.9059 2022-06-08 16:28:06,478 - mmdet - INFO - Epoch [30][1250/7330] lr: 1.000e-05, eta: 20:35:49, time: 1.485, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0159, loss_rpn_bbox: 0.0224, loss_semantic_seg: 0.1362, s0.loss_cls: 0.1284, s0.acc: 95.0811, s0.loss_bbox: 0.0742, s0.loss_mask: 0.1737, s1.loss_cls: 0.0589, s1.acc: 95.5215, s1.loss_bbox: 0.0868, s1.loss_mask: 0.0825, s2.loss_cls: 0.0299, s2.acc: 95.3473, s2.loss_bbox: 0.0593, s2.loss_mask: 0.0389, loss: 0.9071 2022-06-08 16:29:19,825 - mmdet - INFO - Epoch [30][1300/7330] lr: 1.000e-05, eta: 20:34:35, time: 1.467, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0149, loss_rpn_bbox: 0.0222, loss_semantic_seg: 0.1369, s0.loss_cls: 0.1250, s0.acc: 95.2339, s0.loss_bbox: 0.0744, s0.loss_mask: 0.1748, s1.loss_cls: 0.0554, s1.acc: 95.8421, s1.loss_bbox: 0.0877, s1.loss_mask: 0.0827, s2.loss_cls: 0.0293, s2.acc: 95.5911, s2.loss_bbox: 0.0591, s2.loss_mask: 0.0392, loss: 0.9015 2022-06-08 16:30:33,292 - mmdet - INFO - Epoch [30][1350/7330] lr: 1.000e-05, eta: 20:33:21, time: 1.469, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0170, loss_rpn_bbox: 0.0241, loss_semantic_seg: 0.1396, s0.loss_cls: 0.1317, s0.acc: 94.9875, s0.loss_bbox: 0.0804, s0.loss_mask: 0.1825, s1.loss_cls: 0.0594, s1.acc: 95.4169, s1.loss_bbox: 0.0921, s1.loss_mask: 0.0860, s2.loss_cls: 0.0300, s2.acc: 95.2995, s2.loss_bbox: 0.0623, s2.loss_mask: 0.0403, loss: 0.9454 2022-06-08 16:31:45,971 - mmdet - INFO - Epoch [30][1400/7330] lr: 1.000e-05, eta: 20:32:06, time: 1.453, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0147, loss_rpn_bbox: 0.0231, loss_semantic_seg: 0.1366, s0.loss_cls: 0.1281, s0.acc: 95.1575, s0.loss_bbox: 0.0754, s0.loss_mask: 0.1762, s1.loss_cls: 0.0570, s1.acc: 95.6623, s1.loss_bbox: 0.0896, s1.loss_mask: 0.0839, s2.loss_cls: 0.0295, s2.acc: 95.5078, s2.loss_bbox: 0.0608, s2.loss_mask: 0.0399, loss: 0.9148 2022-06-08 16:32:58,897 - mmdet - INFO - Epoch [30][1450/7330] lr: 1.000e-05, eta: 20:30:52, time: 1.459, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0158, loss_rpn_bbox: 0.0209, loss_semantic_seg: 0.1403, s0.loss_cls: 0.1264, s0.acc: 95.2166, s0.loss_bbox: 0.0731, s0.loss_mask: 0.1735, s1.loss_cls: 0.0557, s1.acc: 95.8005, s1.loss_bbox: 0.0864, s1.loss_mask: 0.0823, s2.loss_cls: 0.0290, s2.acc: 95.5750, s2.loss_bbox: 0.0588, s2.loss_mask: 0.0392, loss: 0.9013 2022-06-08 16:34:12,550 - mmdet - INFO - Epoch [30][1500/7330] lr: 1.000e-05, eta: 20:29:38, time: 1.471, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0172, loss_rpn_bbox: 0.0224, loss_semantic_seg: 0.1513, s0.loss_cls: 0.1318, s0.acc: 95.0981, s0.loss_bbox: 0.0766, s0.loss_mask: 0.1779, s1.loss_cls: 0.0594, s1.acc: 95.5707, s1.loss_bbox: 0.0905, s1.loss_mask: 0.0839, s2.loss_cls: 0.0310, s2.acc: 95.2500, s2.loss_bbox: 0.0620, s2.loss_mask: 0.0399, loss: 0.9440 2022-06-08 16:35:24,663 - mmdet - INFO - Epoch [30][1550/7330] lr: 1.000e-05, eta: 20:28:23, time: 1.444, data_time: 0.021, memory: 64799, loss_rpn_cls: 0.0159, loss_rpn_bbox: 0.0218, loss_semantic_seg: 0.1352, s0.loss_cls: 0.1262, s0.acc: 95.1677, s0.loss_bbox: 0.0748, s0.loss_mask: 0.1786, s1.loss_cls: 0.0574, s1.acc: 95.7356, s1.loss_bbox: 0.0872, s1.loss_mask: 0.0845, s2.loss_cls: 0.0296, s2.acc: 95.5195, s2.loss_bbox: 0.0598, s2.loss_mask: 0.0404, loss: 0.9114 2022-06-08 16:36:38,081 - mmdet - INFO - Epoch [30][1600/7330] lr: 1.000e-05, eta: 20:27:09, time: 1.466, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0146, loss_rpn_bbox: 0.0232, loss_semantic_seg: 0.1421, s0.loss_cls: 0.1272, s0.acc: 95.1379, s0.loss_bbox: 0.0745, s0.loss_mask: 0.1787, s1.loss_cls: 0.0572, s1.acc: 95.6134, s1.loss_bbox: 0.0862, s1.loss_mask: 0.0845, s2.loss_cls: 0.0290, s2.acc: 95.5660, s2.loss_bbox: 0.0592, s2.loss_mask: 0.0403, loss: 0.9166 2022-06-08 16:37:51,668 - mmdet - INFO - Epoch [30][1650/7330] lr: 1.000e-05, eta: 20:25:55, time: 1.474, data_time: 0.022, memory: 64799, loss_rpn_cls: 0.0157, loss_rpn_bbox: 0.0225, loss_semantic_seg: 0.1386, s0.loss_cls: 0.1310, s0.acc: 95.0901, s0.loss_bbox: 0.0754, s0.loss_mask: 0.1764, s1.loss_cls: 0.0588, s1.acc: 95.6126, s1.loss_bbox: 0.0897, s1.loss_mask: 0.0839, s2.loss_cls: 0.0303, s2.acc: 95.2864, s2.loss_bbox: 0.0603, s2.loss_mask: 0.0398, loss: 0.9223 2022-06-08 16:39:04,218 - mmdet - INFO - Epoch [30][1700/7330] lr: 1.000e-05, eta: 20:24:41, time: 1.451, data_time: 0.020, memory: 64799, loss_rpn_cls: 0.0137, loss_rpn_bbox: 0.0207, loss_semantic_seg: 0.1315, s0.loss_cls: 0.1185, s0.acc: 95.4531, s0.loss_bbox: 0.0746, s0.loss_mask: 0.1760, s1.loss_cls: 0.0532, s1.acc: 95.9683, s1.loss_bbox: 0.0880, s1.loss_mask: 0.0833, s2.loss_cls: 0.0278, s2.acc: 95.7147, s2.loss_bbox: 0.0603, s2.loss_mask: 0.0393, loss: 0.8872 2022-06-08 16:40:17,482 - mmdet - INFO - Epoch [30][1750/7330] lr: 1.000e-05, eta: 20:23:26, time: 1.465, data_time: 0.020, memory: 64799, loss_rpn_cls: 0.0156, loss_rpn_bbox: 0.0212, loss_semantic_seg: 0.1370, s0.loss_cls: 0.1253, s0.acc: 95.1675, s0.loss_bbox: 0.0752, s0.loss_mask: 0.1719, s1.loss_cls: 0.0556, s1.acc: 95.6804, s1.loss_bbox: 0.0883, s1.loss_mask: 0.0814, s2.loss_cls: 0.0288, s2.acc: 95.6112, s2.loss_bbox: 0.0591, s2.loss_mask: 0.0384, loss: 0.8979 2022-06-08 16:41:30,213 - mmdet - INFO - Epoch [30][1800/7330] lr: 1.000e-05, eta: 20:22:12, time: 1.455, data_time: 0.022, memory: 64799, loss_rpn_cls: 0.0177, loss_rpn_bbox: 0.0248, loss_semantic_seg: 0.1416, s0.loss_cls: 0.1293, s0.acc: 95.0305, s0.loss_bbox: 0.0769, s0.loss_mask: 0.1775, s1.loss_cls: 0.0580, s1.acc: 95.5554, s1.loss_bbox: 0.0904, s1.loss_mask: 0.0846, s2.loss_cls: 0.0293, s2.acc: 95.4982, s2.loss_bbox: 0.0614, s2.loss_mask: 0.0401, loss: 0.9315 2022-06-08 16:42:44,137 - mmdet - INFO - Epoch [30][1850/7330] lr: 1.000e-05, eta: 20:20:58, time: 1.478, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0174, loss_rpn_bbox: 0.0236, loss_semantic_seg: 0.1447, s0.loss_cls: 0.1364, s0.acc: 94.7988, s0.loss_bbox: 0.0812, s0.loss_mask: 0.1810, s1.loss_cls: 0.0611, s1.acc: 95.3924, s1.loss_bbox: 0.0942, s1.loss_mask: 0.0849, s2.loss_cls: 0.0313, s2.acc: 95.1632, s2.loss_bbox: 0.0632, s2.loss_mask: 0.0401, loss: 0.9593 2022-06-08 16:43:57,238 - mmdet - INFO - Epoch [30][1900/7330] lr: 1.000e-05, eta: 20:19:44, time: 1.462, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0156, loss_rpn_bbox: 0.0221, loss_semantic_seg: 0.1375, s0.loss_cls: 0.1258, s0.acc: 95.1523, s0.loss_bbox: 0.0758, s0.loss_mask: 0.1752, s1.loss_cls: 0.0569, s1.acc: 95.6592, s1.loss_bbox: 0.0897, s1.loss_mask: 0.0831, s2.loss_cls: 0.0293, s2.acc: 95.3738, s2.loss_bbox: 0.0614, s2.loss_mask: 0.0395, loss: 0.9119 2022-06-08 16:45:10,213 - mmdet - INFO - Epoch [30][1950/7330] lr: 1.000e-05, eta: 20:18:29, time: 1.459, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0164, loss_rpn_bbox: 0.0231, loss_semantic_seg: 0.1342, s0.loss_cls: 0.1300, s0.acc: 95.0613, s0.loss_bbox: 0.0774, s0.loss_mask: 0.1729, s1.loss_cls: 0.0590, s1.acc: 95.5403, s1.loss_bbox: 0.0863, s1.loss_mask: 0.0820, s2.loss_cls: 0.0301, s2.acc: 95.3583, s2.loss_bbox: 0.0577, s2.loss_mask: 0.0386, loss: 0.9077 2022-06-08 16:46:23,322 - mmdet - INFO - Epoch [30][2000/7330] lr: 1.000e-05, eta: 20:17:15, time: 1.462, data_time: 0.021, memory: 64799, loss_rpn_cls: 0.0161, loss_rpn_bbox: 0.0230, loss_semantic_seg: 0.1396, s0.loss_cls: 0.1305, s0.acc: 95.0894, s0.loss_bbox: 0.0766, s0.loss_mask: 0.1790, s1.loss_cls: 0.0585, s1.acc: 95.6361, s1.loss_bbox: 0.0896, s1.loss_mask: 0.0849, s2.loss_cls: 0.0295, s2.acc: 95.5177, s2.loss_bbox: 0.0606, s2.loss_mask: 0.0399, loss: 0.9278 2022-06-08 16:47:35,358 - mmdet - INFO - Epoch [30][2050/7330] lr: 1.000e-05, eta: 20:16:01, time: 1.441, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0151, loss_rpn_bbox: 0.0215, loss_semantic_seg: 0.1334, s0.loss_cls: 0.1257, s0.acc: 95.1675, s0.loss_bbox: 0.0743, s0.loss_mask: 0.1725, s1.loss_cls: 0.0564, s1.acc: 95.7319, s1.loss_bbox: 0.0877, s1.loss_mask: 0.0815, s2.loss_cls: 0.0292, s2.acc: 95.5324, s2.loss_bbox: 0.0604, s2.loss_mask: 0.0389, loss: 0.8967 2022-06-08 16:48:48,357 - mmdet - INFO - Epoch [30][2100/7330] lr: 1.000e-05, eta: 20:14:46, time: 1.460, data_time: 0.021, memory: 64799, loss_rpn_cls: 0.0148, loss_rpn_bbox: 0.0218, loss_semantic_seg: 0.1382, s0.loss_cls: 0.1293, s0.acc: 95.1033, s0.loss_bbox: 0.0782, s0.loss_mask: 0.1761, s1.loss_cls: 0.0577, s1.acc: 95.7055, s1.loss_bbox: 0.0920, s1.loss_mask: 0.0837, s2.loss_cls: 0.0300, s2.acc: 95.3985, s2.loss_bbox: 0.0612, s2.loss_mask: 0.0393, loss: 0.9223 2022-06-08 16:50:01,482 - mmdet - INFO - Epoch [30][2150/7330] lr: 1.000e-05, eta: 20:13:32, time: 1.463, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0151, loss_rpn_bbox: 0.0209, loss_semantic_seg: 0.1409, s0.loss_cls: 0.1271, s0.acc: 95.1769, s0.loss_bbox: 0.0762, s0.loss_mask: 0.1736, s1.loss_cls: 0.0573, s1.acc: 95.6041, s1.loss_bbox: 0.0896, s1.loss_mask: 0.0822, s2.loss_cls: 0.0291, s2.acc: 95.4109, s2.loss_bbox: 0.0594, s2.loss_mask: 0.0387, loss: 0.9102 2022-06-08 16:51:15,320 - mmdet - INFO - Epoch [30][2200/7330] lr: 1.000e-05, eta: 20:12:18, time: 1.477, data_time: 0.024, memory: 64799, loss_rpn_cls: 0.0152, loss_rpn_bbox: 0.0235, loss_semantic_seg: 0.1461, s0.loss_cls: 0.1347, s0.acc: 94.8508, s0.loss_bbox: 0.0794, s0.loss_mask: 0.1788, s1.loss_cls: 0.0603, s1.acc: 95.3608, s1.loss_bbox: 0.0919, s1.loss_mask: 0.0849, s2.loss_cls: 0.0310, s2.acc: 95.1967, s2.loss_bbox: 0.0626, s2.loss_mask: 0.0402, loss: 0.9486 2022-06-08 16:52:29,999 - mmdet - INFO - Epoch [30][2250/7330] lr: 1.000e-05, eta: 20:11:04, time: 1.494, data_time: 0.022, memory: 64799, loss_rpn_cls: 0.0166, loss_rpn_bbox: 0.0220, loss_semantic_seg: 0.1407, s0.loss_cls: 0.1270, s0.acc: 95.1672, s0.loss_bbox: 0.0741, s0.loss_mask: 0.1719, s1.loss_cls: 0.0579, s1.acc: 95.6461, s1.loss_bbox: 0.0867, s1.loss_mask: 0.0816, s2.loss_cls: 0.0298, s2.acc: 95.3754, s2.loss_bbox: 0.0582, s2.loss_mask: 0.0385, loss: 0.9051 2022-06-08 16:53:44,033 - mmdet - INFO - Epoch [30][2300/7330] lr: 1.000e-05, eta: 20:09:50, time: 1.481, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0155, loss_rpn_bbox: 0.0206, loss_semantic_seg: 0.1419, s0.loss_cls: 0.1289, s0.acc: 95.1045, s0.loss_bbox: 0.0760, s0.loss_mask: 0.1739, s1.loss_cls: 0.0580, s1.acc: 95.6269, s1.loss_bbox: 0.0887, s1.loss_mask: 0.0824, s2.loss_cls: 0.0297, s2.acc: 95.4762, s2.loss_bbox: 0.0595, s2.loss_mask: 0.0392, loss: 0.9142 2022-06-08 16:54:57,604 - mmdet - INFO - Epoch [30][2350/7330] lr: 1.000e-05, eta: 20:08:36, time: 1.471, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0156, loss_rpn_bbox: 0.0219, loss_semantic_seg: 0.1358, s0.loss_cls: 0.1285, s0.acc: 95.0825, s0.loss_bbox: 0.0745, s0.loss_mask: 0.1731, s1.loss_cls: 0.0565, s1.acc: 95.6977, s1.loss_bbox: 0.0873, s1.loss_mask: 0.0827, s2.loss_cls: 0.0294, s2.acc: 95.4938, s2.loss_bbox: 0.0597, s2.loss_mask: 0.0394, loss: 0.9045 2022-06-08 16:56:11,409 - mmdet - INFO - Epoch [30][2400/7330] lr: 1.000e-05, eta: 20:07:22, time: 1.476, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0165, loss_rpn_bbox: 0.0236, loss_semantic_seg: 0.1364, s0.loss_cls: 0.1361, s0.acc: 94.8804, s0.loss_bbox: 0.0764, s0.loss_mask: 0.1761, s1.loss_cls: 0.0610, s1.acc: 95.4415, s1.loss_bbox: 0.0914, s1.loss_mask: 0.0845, s2.loss_cls: 0.0315, s2.acc: 95.1814, s2.loss_bbox: 0.0635, s2.loss_mask: 0.0402, loss: 0.9373 2022-06-08 16:57:24,474 - mmdet - INFO - Epoch [30][2450/7330] lr: 1.000e-05, eta: 20:06:07, time: 1.461, data_time: 0.020, memory: 64799, loss_rpn_cls: 0.0145, loss_rpn_bbox: 0.0210, loss_semantic_seg: 0.1384, s0.loss_cls: 0.1297, s0.acc: 95.0505, s0.loss_bbox: 0.0763, s0.loss_mask: 0.1802, s1.loss_cls: 0.0574, s1.acc: 95.6868, s1.loss_bbox: 0.0910, s1.loss_mask: 0.0852, s2.loss_cls: 0.0298, s2.acc: 95.4412, s2.loss_bbox: 0.0617, s2.loss_mask: 0.0400, loss: 0.9252 2022-06-08 16:58:37,677 - mmdet - INFO - Epoch [30][2500/7330] lr: 1.000e-05, eta: 20:04:53, time: 1.464, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0160, loss_rpn_bbox: 0.0209, loss_semantic_seg: 0.1470, s0.loss_cls: 0.1287, s0.acc: 95.1414, s0.loss_bbox: 0.0752, s0.loss_mask: 0.1748, s1.loss_cls: 0.0587, s1.acc: 95.5669, s1.loss_bbox: 0.0841, s1.loss_mask: 0.0825, s2.loss_cls: 0.0297, s2.acc: 95.5087, s2.loss_bbox: 0.0568, s2.loss_mask: 0.0393, loss: 0.9137 2022-06-08 16:59:50,944 - mmdet - INFO - Epoch [30][2550/7330] lr: 1.000e-05, eta: 20:03:39, time: 1.465, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0156, loss_rpn_bbox: 0.0205, loss_semantic_seg: 0.1397, s0.loss_cls: 0.1288, s0.acc: 95.0876, s0.loss_bbox: 0.0741, s0.loss_mask: 0.1775, s1.loss_cls: 0.0574, s1.acc: 95.6552, s1.loss_bbox: 0.0899, s1.loss_mask: 0.0845, s2.loss_cls: 0.0297, s2.acc: 95.4941, s2.loss_bbox: 0.0621, s2.loss_mask: 0.0399, loss: 0.9197 2022-06-08 17:01:04,312 - mmdet - INFO - Epoch [30][2600/7330] lr: 1.000e-05, eta: 20:02:25, time: 1.468, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0163, loss_rpn_bbox: 0.0215, loss_semantic_seg: 0.1391, s0.loss_cls: 0.1277, s0.acc: 95.1902, s0.loss_bbox: 0.0749, s0.loss_mask: 0.1751, s1.loss_cls: 0.0576, s1.acc: 95.7541, s1.loss_bbox: 0.0884, s1.loss_mask: 0.0828, s2.loss_cls: 0.0300, s2.acc: 95.4950, s2.loss_bbox: 0.0602, s2.loss_mask: 0.0394, loss: 0.9130 2022-06-08 17:02:18,967 - mmdet - INFO - Epoch [30][2650/7330] lr: 1.000e-05, eta: 20:01:11, time: 1.493, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0149, loss_rpn_bbox: 0.0209, loss_semantic_seg: 0.1371, s0.loss_cls: 0.1273, s0.acc: 95.0923, s0.loss_bbox: 0.0770, s0.loss_mask: 0.1758, s1.loss_cls: 0.0573, s1.acc: 95.6241, s1.loss_bbox: 0.0879, s1.loss_mask: 0.0833, s2.loss_cls: 0.0297, s2.acc: 95.3748, s2.loss_bbox: 0.0598, s2.loss_mask: 0.0398, loss: 0.9107 2022-06-08 17:03:32,188 - mmdet - INFO - Epoch [30][2700/7330] lr: 1.000e-05, eta: 19:59:57, time: 1.465, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0150, loss_rpn_bbox: 0.0224, loss_semantic_seg: 0.1346, s0.loss_cls: 0.1200, s0.acc: 95.4487, s0.loss_bbox: 0.0701, s0.loss_mask: 0.1719, s1.loss_cls: 0.0521, s1.acc: 96.1148, s1.loss_bbox: 0.0831, s1.loss_mask: 0.0815, s2.loss_cls: 0.0269, s2.acc: 95.9798, s2.loss_bbox: 0.0577, s2.loss_mask: 0.0387, loss: 0.8741 2022-06-08 17:04:45,258 - mmdet - INFO - Epoch [30][2750/7330] lr: 1.000e-05, eta: 19:58:42, time: 1.461, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0149, loss_rpn_bbox: 0.0218, loss_semantic_seg: 0.1406, s0.loss_cls: 0.1335, s0.acc: 94.9761, s0.loss_bbox: 0.0795, s0.loss_mask: 0.1788, s1.loss_cls: 0.0605, s1.acc: 95.4661, s1.loss_bbox: 0.0937, s1.loss_mask: 0.0844, s2.loss_cls: 0.0310, s2.acc: 95.3194, s2.loss_bbox: 0.0629, s2.loss_mask: 0.0400, loss: 0.9417 2022-06-08 17:05:58,595 - mmdet - INFO - Epoch [30][2800/7330] lr: 1.000e-05, eta: 19:57:28, time: 1.466, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0144, loss_rpn_bbox: 0.0202, loss_semantic_seg: 0.1369, s0.loss_cls: 0.1231, s0.acc: 95.3677, s0.loss_bbox: 0.0729, s0.loss_mask: 0.1734, s1.loss_cls: 0.0555, s1.acc: 95.8272, s1.loss_bbox: 0.0839, s1.loss_mask: 0.0816, s2.loss_cls: 0.0280, s2.acc: 95.8001, s2.loss_bbox: 0.0582, s2.loss_mask: 0.0388, loss: 0.8870 2022-06-08 17:07:11,219 - mmdet - INFO - Epoch [30][2850/7330] lr: 1.000e-05, eta: 19:56:14, time: 1.453, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0174, loss_rpn_bbox: 0.0223, loss_semantic_seg: 0.1486, s0.loss_cls: 0.1333, s0.acc: 94.9612, s0.loss_bbox: 0.0792, s0.loss_mask: 0.1793, s1.loss_cls: 0.0602, s1.acc: 95.4749, s1.loss_bbox: 0.0913, s1.loss_mask: 0.0844, s2.loss_cls: 0.0307, s2.acc: 95.3546, s2.loss_bbox: 0.0598, s2.loss_mask: 0.0399, loss: 0.9464 2022-06-08 17:08:24,110 - mmdet - INFO - Epoch [30][2900/7330] lr: 1.000e-05, eta: 19:54:59, time: 1.458, data_time: 0.023, memory: 64799, loss_rpn_cls: 0.0176, loss_rpn_bbox: 0.0233, loss_semantic_seg: 0.1360, s0.loss_cls: 0.1298, s0.acc: 94.9827, s0.loss_bbox: 0.0773, s0.loss_mask: 0.1771, s1.loss_cls: 0.0581, s1.acc: 95.5917, s1.loss_bbox: 0.0900, s1.loss_mask: 0.0841, s2.loss_cls: 0.0298, s2.acc: 95.4227, s2.loss_bbox: 0.0620, s2.loss_mask: 0.0397, loss: 0.9248 2022-06-08 17:09:36,965 - mmdet - INFO - Epoch [30][2950/7330] lr: 1.000e-05, eta: 19:53:45, time: 1.457, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0147, loss_rpn_bbox: 0.0209, loss_semantic_seg: 0.1428, s0.loss_cls: 0.1239, s0.acc: 95.3186, s0.loss_bbox: 0.0729, s0.loss_mask: 0.1750, s1.loss_cls: 0.0553, s1.acc: 95.9369, s1.loss_bbox: 0.0868, s1.loss_mask: 0.0828, s2.loss_cls: 0.0285, s2.acc: 95.7727, s2.loss_bbox: 0.0602, s2.loss_mask: 0.0393, loss: 0.9031 2022-06-08 17:10:49,282 - mmdet - INFO - Epoch [30][3000/7330] lr: 1.000e-05, eta: 19:52:31, time: 1.446, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0162, loss_rpn_bbox: 0.0212, loss_semantic_seg: 0.1374, s0.loss_cls: 0.1200, s0.acc: 95.5881, s0.loss_bbox: 0.0721, s0.loss_mask: 0.1688, s1.loss_cls: 0.0537, s1.acc: 96.0494, s1.loss_bbox: 0.0853, s1.loss_mask: 0.0803, s2.loss_cls: 0.0277, s2.acc: 95.8513, s2.loss_bbox: 0.0577, s2.loss_mask: 0.0383, loss: 0.8789 2022-06-08 17:12:01,834 - mmdet - INFO - Epoch [30][3050/7330] lr: 1.000e-05, eta: 19:51:16, time: 1.452, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0135, loss_rpn_bbox: 0.0199, loss_semantic_seg: 0.1365, s0.loss_cls: 0.1205, s0.acc: 95.4037, s0.loss_bbox: 0.0713, s0.loss_mask: 0.1671, s1.loss_cls: 0.0535, s1.acc: 95.9294, s1.loss_bbox: 0.0842, s1.loss_mask: 0.0792, s2.loss_cls: 0.0277, s2.acc: 95.6881, s2.loss_bbox: 0.0568, s2.loss_mask: 0.0375, loss: 0.8678 2022-06-08 17:13:15,958 - mmdet - INFO - Epoch [30][3100/7330] lr: 1.000e-05, eta: 19:50:02, time: 1.480, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0166, loss_rpn_bbox: 0.0226, loss_semantic_seg: 0.1374, s0.loss_cls: 0.1320, s0.acc: 94.9297, s0.loss_bbox: 0.0775, s0.loss_mask: 0.1796, s1.loss_cls: 0.0589, s1.acc: 95.5243, s1.loss_bbox: 0.0924, s1.loss_mask: 0.0850, s2.loss_cls: 0.0301, s2.acc: 95.4011, s2.loss_bbox: 0.0632, s2.loss_mask: 0.0403, loss: 0.9355 2022-06-08 17:14:30,520 - mmdet - INFO - Epoch [30][3150/7330] lr: 1.000e-05, eta: 19:48:48, time: 1.493, data_time: 0.023, memory: 64799, loss_rpn_cls: 0.0158, loss_rpn_bbox: 0.0215, loss_semantic_seg: 0.1357, s0.loss_cls: 0.1281, s0.acc: 95.1292, s0.loss_bbox: 0.0737, s0.loss_mask: 0.1725, s1.loss_cls: 0.0569, s1.acc: 95.6889, s1.loss_bbox: 0.0873, s1.loss_mask: 0.0820, s2.loss_cls: 0.0289, s2.acc: 95.5758, s2.loss_bbox: 0.0601, s2.loss_mask: 0.0389, loss: 0.9014 2022-06-08 17:15:44,159 - mmdet - INFO - Epoch [30][3200/7330] lr: 1.000e-05, eta: 19:47:34, time: 1.473, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0169, loss_rpn_bbox: 0.0241, loss_semantic_seg: 0.1345, s0.loss_cls: 0.1331, s0.acc: 95.0396, s0.loss_bbox: 0.0776, s0.loss_mask: 0.1791, s1.loss_cls: 0.0605, s1.acc: 95.5618, s1.loss_bbox: 0.0902, s1.loss_mask: 0.0852, s2.loss_cls: 0.0310, s2.acc: 95.3694, s2.loss_bbox: 0.0603, s2.loss_mask: 0.0406, loss: 0.9330 2022-06-08 17:16:57,303 - mmdet - INFO - Epoch [30][3250/7330] lr: 1.000e-05, eta: 19:46:20, time: 1.463, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0157, loss_rpn_bbox: 0.0216, loss_semantic_seg: 0.1459, s0.loss_cls: 0.1283, s0.acc: 95.1382, s0.loss_bbox: 0.0746, s0.loss_mask: 0.1795, s1.loss_cls: 0.0582, s1.acc: 95.5840, s1.loss_bbox: 0.0878, s1.loss_mask: 0.0853, s2.loss_cls: 0.0296, s2.acc: 95.3692, s2.loss_bbox: 0.0597, s2.loss_mask: 0.0404, loss: 0.9266 2022-06-08 17:18:11,404 - mmdet - INFO - Epoch [30][3300/7330] lr: 1.000e-05, eta: 19:45:06, time: 1.480, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0171, loss_rpn_bbox: 0.0221, loss_semantic_seg: 0.1339, s0.loss_cls: 0.1353, s0.acc: 94.9504, s0.loss_bbox: 0.0770, s0.loss_mask: 0.1747, s1.loss_cls: 0.0601, s1.acc: 95.5111, s1.loss_bbox: 0.0906, s1.loss_mask: 0.0833, s2.loss_cls: 0.0307, s2.acc: 95.4003, s2.loss_bbox: 0.0616, s2.loss_mask: 0.0396, loss: 0.9261 2022-06-08 17:19:24,918 - mmdet - INFO - Epoch [30][3350/7330] lr: 1.000e-05, eta: 19:43:52, time: 1.472, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0168, loss_rpn_bbox: 0.0230, loss_semantic_seg: 0.1390, s0.loss_cls: 0.1362, s0.acc: 94.8003, s0.loss_bbox: 0.0792, s0.loss_mask: 0.1797, s1.loss_cls: 0.0608, s1.acc: 95.3118, s1.loss_bbox: 0.0941, s1.loss_mask: 0.0848, s2.loss_cls: 0.0319, s2.acc: 95.0179, s2.loss_bbox: 0.0634, s2.loss_mask: 0.0402, loss: 0.9491 2022-06-08 17:20:38,033 - mmdet - INFO - Epoch [30][3400/7330] lr: 1.000e-05, eta: 19:42:37, time: 1.462, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0144, loss_rpn_bbox: 0.0230, loss_semantic_seg: 0.1420, s0.loss_cls: 0.1274, s0.acc: 95.1589, s0.loss_bbox: 0.0750, s0.loss_mask: 0.1735, s1.loss_cls: 0.0567, s1.acc: 95.6214, s1.loss_bbox: 0.0869, s1.loss_mask: 0.0826, s2.loss_cls: 0.0297, s2.acc: 95.3842, s2.loss_bbox: 0.0584, s2.loss_mask: 0.0390, loss: 0.9086 2022-06-08 17:21:50,785 - mmdet - INFO - Epoch [30][3450/7330] lr: 1.000e-05, eta: 19:41:23, time: 1.455, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0151, loss_rpn_bbox: 0.0215, loss_semantic_seg: 0.1385, s0.loss_cls: 0.1261, s0.acc: 95.2268, s0.loss_bbox: 0.0727, s0.loss_mask: 0.1746, s1.loss_cls: 0.0566, s1.acc: 95.7641, s1.loss_bbox: 0.0860, s1.loss_mask: 0.0827, s2.loss_cls: 0.0288, s2.acc: 95.5901, s2.loss_bbox: 0.0580, s2.loss_mask: 0.0392, loss: 0.8998 2022-06-08 17:23:03,585 - mmdet - INFO - Epoch [30][3500/7330] lr: 1.000e-05, eta: 19:40:09, time: 1.455, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0159, loss_rpn_bbox: 0.0223, loss_semantic_seg: 0.1352, s0.loss_cls: 0.1346, s0.acc: 94.8025, s0.loss_bbox: 0.0781, s0.loss_mask: 0.1798, s1.loss_cls: 0.0614, s1.acc: 95.3546, s1.loss_bbox: 0.0927, s1.loss_mask: 0.0858, s2.loss_cls: 0.0315, s2.acc: 95.1006, s2.loss_bbox: 0.0612, s2.loss_mask: 0.0405, loss: 0.9391 2022-06-08 17:24:17,013 - mmdet - INFO - Epoch [30][3550/7330] lr: 1.000e-05, eta: 19:38:54, time: 1.469, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0164, loss_rpn_bbox: 0.0226, loss_semantic_seg: 0.1410, s0.loss_cls: 0.1368, s0.acc: 94.9146, s0.loss_bbox: 0.0785, s0.loss_mask: 0.1799, s1.loss_cls: 0.0621, s1.acc: 95.3988, s1.loss_bbox: 0.0930, s1.loss_mask: 0.0859, s2.loss_cls: 0.0321, s2.acc: 95.2445, s2.loss_bbox: 0.0620, s2.loss_mask: 0.0405, loss: 0.9509 2022-06-08 17:25:29,895 - mmdet - INFO - Epoch [30][3600/7330] lr: 1.000e-05, eta: 19:37:40, time: 1.456, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0145, loss_rpn_bbox: 0.0198, loss_semantic_seg: 0.1375, s0.loss_cls: 0.1231, s0.acc: 95.2710, s0.loss_bbox: 0.0709, s0.loss_mask: 0.1731, s1.loss_cls: 0.0533, s1.acc: 95.9655, s1.loss_bbox: 0.0840, s1.loss_mask: 0.0830, s2.loss_cls: 0.0274, s2.acc: 95.8981, s2.loss_bbox: 0.0583, s2.loss_mask: 0.0396, loss: 0.8844 2022-06-08 17:26:43,098 - mmdet - INFO - Epoch [30][3650/7330] lr: 1.000e-05, eta: 19:36:26, time: 1.466, data_time: 0.021, memory: 64799, loss_rpn_cls: 0.0168, loss_rpn_bbox: 0.0226, loss_semantic_seg: 0.1423, s0.loss_cls: 0.1386, s0.acc: 94.8115, s0.loss_bbox: 0.0794, s0.loss_mask: 0.1803, s1.loss_cls: 0.0624, s1.acc: 95.3439, s1.loss_bbox: 0.0923, s1.loss_mask: 0.0861, s2.loss_cls: 0.0325, s2.acc: 95.0615, s2.loss_bbox: 0.0625, s2.loss_mask: 0.0408, loss: 0.9567 2022-06-08 17:27:57,459 - mmdet - INFO - Epoch [30][3700/7330] lr: 1.000e-05, eta: 19:35:12, time: 1.486, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0162, loss_rpn_bbox: 0.0223, loss_semantic_seg: 0.1404, s0.loss_cls: 0.1273, s0.acc: 95.2327, s0.loss_bbox: 0.0749, s0.loss_mask: 0.1719, s1.loss_cls: 0.0563, s1.acc: 95.8248, s1.loss_bbox: 0.0866, s1.loss_mask: 0.0818, s2.loss_cls: 0.0288, s2.acc: 95.6151, s2.loss_bbox: 0.0585, s2.loss_mask: 0.0391, loss: 0.9042 2022-06-08 17:29:10,261 - mmdet - INFO - Epoch [30][3750/7330] lr: 1.000e-05, eta: 19:33:58, time: 1.458, data_time: 0.021, memory: 64799, loss_rpn_cls: 0.0165, loss_rpn_bbox: 0.0217, loss_semantic_seg: 0.1364, s0.loss_cls: 0.1290, s0.acc: 95.1045, s0.loss_bbox: 0.0750, s0.loss_mask: 0.1797, s1.loss_cls: 0.0580, s1.acc: 95.6056, s1.loss_bbox: 0.0885, s1.loss_mask: 0.0847, s2.loss_cls: 0.0293, s2.acc: 95.5518, s2.loss_bbox: 0.0621, s2.loss_mask: 0.0404, loss: 0.9213 2022-06-08 17:30:23,825 - mmdet - INFO - Epoch [30][3800/7330] lr: 1.000e-05, eta: 19:32:43, time: 1.471, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0144, loss_rpn_bbox: 0.0214, loss_semantic_seg: 0.1377, s0.loss_cls: 0.1291, s0.acc: 95.1311, s0.loss_bbox: 0.0726, s0.loss_mask: 0.1731, s1.loss_cls: 0.0584, s1.acc: 95.6140, s1.loss_bbox: 0.0853, s1.loss_mask: 0.0821, s2.loss_cls: 0.0296, s2.acc: 95.4954, s2.loss_bbox: 0.0584, s2.loss_mask: 0.0389, loss: 0.9011 2022-06-08 17:31:36,873 - mmdet - INFO - Epoch [30][3850/7330] lr: 1.000e-05, eta: 19:31:29, time: 1.460, data_time: 0.012, memory: 64799, loss_rpn_cls: 0.0158, loss_rpn_bbox: 0.0214, loss_semantic_seg: 0.1394, s0.loss_cls: 0.1263, s0.acc: 95.1729, s0.loss_bbox: 0.0734, s0.loss_mask: 0.1754, s1.loss_cls: 0.0570, s1.acc: 95.6833, s1.loss_bbox: 0.0887, s1.loss_mask: 0.0833, s2.loss_cls: 0.0296, s2.acc: 95.4590, s2.loss_bbox: 0.0613, s2.loss_mask: 0.0396, loss: 0.9113 2022-06-08 17:32:49,770 - mmdet - INFO - Epoch [30][3900/7330] lr: 1.000e-05, eta: 19:30:15, time: 1.458, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0160, loss_rpn_bbox: 0.0218, loss_semantic_seg: 0.1363, s0.loss_cls: 0.1236, s0.acc: 95.3386, s0.loss_bbox: 0.0728, s0.loss_mask: 0.1674, s1.loss_cls: 0.0557, s1.acc: 95.7522, s1.loss_bbox: 0.0864, s1.loss_mask: 0.0790, s2.loss_cls: 0.0287, s2.acc: 95.5813, s2.loss_bbox: 0.0578, s2.loss_mask: 0.0372, loss: 0.8827 2022-06-08 17:34:03,388 - mmdet - INFO - Epoch [30][3950/7330] lr: 1.000e-05, eta: 19:29:01, time: 1.472, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0156, loss_rpn_bbox: 0.0215, loss_semantic_seg: 0.1378, s0.loss_cls: 0.1226, s0.acc: 95.3967, s0.loss_bbox: 0.0719, s0.loss_mask: 0.1745, s1.loss_cls: 0.0545, s1.acc: 95.9311, s1.loss_bbox: 0.0851, s1.loss_mask: 0.0830, s2.loss_cls: 0.0280, s2.acc: 95.7011, s2.loss_bbox: 0.0589, s2.loss_mask: 0.0396, loss: 0.8929 2022-06-08 17:35:17,759 - mmdet - INFO - Epoch [30][4000/7330] lr: 1.000e-05, eta: 19:27:47, time: 1.485, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0170, loss_rpn_bbox: 0.0224, loss_semantic_seg: 0.1348, s0.loss_cls: 0.1275, s0.acc: 95.1877, s0.loss_bbox: 0.0762, s0.loss_mask: 0.1790, s1.loss_cls: 0.0575, s1.acc: 95.6509, s1.loss_bbox: 0.0890, s1.loss_mask: 0.0845, s2.loss_cls: 0.0295, s2.acc: 95.5018, s2.loss_bbox: 0.0596, s2.loss_mask: 0.0399, loss: 0.9170 2022-06-08 17:36:31,622 - mmdet - INFO - Epoch [30][4050/7330] lr: 1.000e-05, eta: 19:26:33, time: 1.479, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0175, loss_rpn_bbox: 0.0239, loss_semantic_seg: 0.1401, s0.loss_cls: 0.1321, s0.acc: 94.8982, s0.loss_bbox: 0.0786, s0.loss_mask: 0.1778, s1.loss_cls: 0.0599, s1.acc: 95.4102, s1.loss_bbox: 0.0915, s1.loss_mask: 0.0840, s2.loss_cls: 0.0304, s2.acc: 95.2308, s2.loss_bbox: 0.0608, s2.loss_mask: 0.0398, loss: 0.9363 2022-06-08 17:37:44,617 - mmdet - INFO - Epoch [30][4100/7330] lr: 1.000e-05, eta: 19:25:18, time: 1.458, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0146, loss_rpn_bbox: 0.0224, loss_semantic_seg: 0.1409, s0.loss_cls: 0.1266, s0.acc: 95.1584, s0.loss_bbox: 0.0751, s0.loss_mask: 0.1719, s1.loss_cls: 0.0552, s1.acc: 95.7217, s1.loss_bbox: 0.0883, s1.loss_mask: 0.0815, s2.loss_cls: 0.0283, s2.acc: 95.6269, s2.loss_bbox: 0.0598, s2.loss_mask: 0.0387, loss: 0.9033 2022-06-08 17:38:58,133 - mmdet - INFO - Epoch [30][4150/7330] lr: 1.000e-05, eta: 19:24:04, time: 1.472, data_time: 0.020, memory: 64799, loss_rpn_cls: 0.0155, loss_rpn_bbox: 0.0232, loss_semantic_seg: 0.1359, s0.loss_cls: 0.1235, s0.acc: 95.2725, s0.loss_bbox: 0.0759, s0.loss_mask: 0.1758, s1.loss_cls: 0.0539, s1.acc: 95.9276, s1.loss_bbox: 0.0876, s1.loss_mask: 0.0831, s2.loss_cls: 0.0280, s2.acc: 95.7250, s2.loss_bbox: 0.0610, s2.loss_mask: 0.0393, loss: 0.9027 2022-06-08 17:40:14,084 - mmdet - INFO - Epoch [30][4200/7330] lr: 1.000e-05, eta: 19:22:51, time: 1.519, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0168, loss_rpn_bbox: 0.0242, loss_semantic_seg: 0.1369, s0.loss_cls: 0.1305, s0.acc: 95.0754, s0.loss_bbox: 0.0775, s0.loss_mask: 0.1766, s1.loss_cls: 0.0589, s1.acc: 95.6453, s1.loss_bbox: 0.0923, s1.loss_mask: 0.0833, s2.loss_cls: 0.0302, s2.acc: 95.4430, s2.loss_bbox: 0.0631, s2.loss_mask: 0.0394, loss: 0.9296 2022-06-08 17:41:28,015 - mmdet - INFO - Epoch [30][4250/7330] lr: 1.000e-05, eta: 19:21:36, time: 1.478, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0171, loss_rpn_bbox: 0.0235, loss_semantic_seg: 0.1381, s0.loss_cls: 0.1313, s0.acc: 95.0029, s0.loss_bbox: 0.0750, s0.loss_mask: 0.1795, s1.loss_cls: 0.0589, s1.acc: 95.5326, s1.loss_bbox: 0.0888, s1.loss_mask: 0.0855, s2.loss_cls: 0.0306, s2.acc: 95.2426, s2.loss_bbox: 0.0615, s2.loss_mask: 0.0406, loss: 0.9305 2022-06-08 17:42:42,738 - mmdet - INFO - Epoch [30][4300/7330] lr: 1.000e-05, eta: 19:20:23, time: 1.494, data_time: 0.021, memory: 64799, loss_rpn_cls: 0.0174, loss_rpn_bbox: 0.0252, loss_semantic_seg: 0.1387, s0.loss_cls: 0.1391, s0.acc: 94.7144, s0.loss_bbox: 0.0819, s0.loss_mask: 0.1855, s1.loss_cls: 0.0635, s1.acc: 95.1768, s1.loss_bbox: 0.0965, s1.loss_mask: 0.0874, s2.loss_cls: 0.0325, s2.acc: 94.7901, s2.loss_bbox: 0.0665, s2.loss_mask: 0.0415, loss: 0.9757 2022-06-08 17:43:56,501 - mmdet - INFO - Epoch [30][4350/7330] lr: 1.000e-05, eta: 19:19:08, time: 1.475, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0156, loss_rpn_bbox: 0.0234, loss_semantic_seg: 0.1448, s0.loss_cls: 0.1329, s0.acc: 94.8955, s0.loss_bbox: 0.0766, s0.loss_mask: 0.1774, s1.loss_cls: 0.0602, s1.acc: 95.3876, s1.loss_bbox: 0.0899, s1.loss_mask: 0.0843, s2.loss_cls: 0.0310, s2.acc: 95.2889, s2.loss_bbox: 0.0606, s2.loss_mask: 0.0402, loss: 0.9368 2022-06-08 17:45:10,429 - mmdet - INFO - Epoch [30][4400/7330] lr: 1.000e-05, eta: 19:17:54, time: 1.479, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0147, loss_rpn_bbox: 0.0217, loss_semantic_seg: 0.1359, s0.loss_cls: 0.1244, s0.acc: 95.2668, s0.loss_bbox: 0.0723, s0.loss_mask: 0.1757, s1.loss_cls: 0.0562, s1.acc: 95.7211, s1.loss_bbox: 0.0838, s1.loss_mask: 0.0832, s2.loss_cls: 0.0285, s2.acc: 95.6117, s2.loss_bbox: 0.0575, s2.loss_mask: 0.0396, loss: 0.8936 2022-06-08 17:46:23,911 - mmdet - INFO - Epoch [30][4450/7330] lr: 1.000e-05, eta: 19:16:40, time: 1.470, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0150, loss_rpn_bbox: 0.0223, loss_semantic_seg: 0.1383, s0.loss_cls: 0.1302, s0.acc: 95.1440, s0.loss_bbox: 0.0765, s0.loss_mask: 0.1808, s1.loss_cls: 0.0583, s1.acc: 95.6560, s1.loss_bbox: 0.0928, s1.loss_mask: 0.0854, s2.loss_cls: 0.0299, s2.acc: 95.4295, s2.loss_bbox: 0.0624, s2.loss_mask: 0.0404, loss: 0.9324 2022-06-08 17:47:38,090 - mmdet - INFO - Epoch [30][4500/7330] lr: 1.000e-05, eta: 19:15:26, time: 1.483, data_time: 0.012, memory: 64799, loss_rpn_cls: 0.0146, loss_rpn_bbox: 0.0219, loss_semantic_seg: 0.1321, s0.loss_cls: 0.1234, s0.acc: 95.3674, s0.loss_bbox: 0.0718, s0.loss_mask: 0.1720, s1.loss_cls: 0.0549, s1.acc: 95.8994, s1.loss_bbox: 0.0856, s1.loss_mask: 0.0813, s2.loss_cls: 0.0279, s2.acc: 95.7670, s2.loss_bbox: 0.0597, s2.loss_mask: 0.0388, loss: 0.8839 2022-06-08 17:48:51,006 - mmdet - INFO - Epoch [30][4550/7330] lr: 1.000e-05, eta: 19:14:12, time: 1.458, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0152, loss_rpn_bbox: 0.0214, loss_semantic_seg: 0.1418, s0.loss_cls: 0.1231, s0.acc: 95.3389, s0.loss_bbox: 0.0711, s0.loss_mask: 0.1686, s1.loss_cls: 0.0555, s1.acc: 95.8609, s1.loss_bbox: 0.0852, s1.loss_mask: 0.0800, s2.loss_cls: 0.0284, s2.acc: 95.7759, s2.loss_bbox: 0.0588, s2.loss_mask: 0.0382, loss: 0.8873 2022-06-08 17:50:04,246 - mmdet - INFO - Epoch [30][4600/7330] lr: 1.000e-05, eta: 19:12:58, time: 1.464, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0150, loss_rpn_bbox: 0.0208, loss_semantic_seg: 0.1347, s0.loss_cls: 0.1246, s0.acc: 95.2710, s0.loss_bbox: 0.0732, s0.loss_mask: 0.1763, s1.loss_cls: 0.0572, s1.acc: 95.6719, s1.loss_bbox: 0.0874, s1.loss_mask: 0.0833, s2.loss_cls: 0.0293, s2.acc: 95.5510, s2.loss_bbox: 0.0600, s2.loss_mask: 0.0395, loss: 0.9014 2022-06-08 17:51:17,124 - mmdet - INFO - Epoch [30][4650/7330] lr: 1.000e-05, eta: 19:11:43, time: 1.458, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0150, loss_rpn_bbox: 0.0219, loss_semantic_seg: 0.1333, s0.loss_cls: 0.1246, s0.acc: 95.2197, s0.loss_bbox: 0.0742, s0.loss_mask: 0.1757, s1.loss_cls: 0.0561, s1.acc: 95.7470, s1.loss_bbox: 0.0877, s1.loss_mask: 0.0832, s2.loss_cls: 0.0291, s2.acc: 95.5342, s2.loss_bbox: 0.0595, s2.loss_mask: 0.0392, loss: 0.8995 2022-06-08 17:52:30,185 - mmdet - INFO - Epoch [30][4700/7330] lr: 1.000e-05, eta: 19:10:29, time: 1.459, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0141, loss_rpn_bbox: 0.0216, loss_semantic_seg: 0.1334, s0.loss_cls: 0.1257, s0.acc: 95.2563, s0.loss_bbox: 0.0728, s0.loss_mask: 0.1736, s1.loss_cls: 0.0563, s1.acc: 95.7424, s1.loss_bbox: 0.0881, s1.loss_mask: 0.0829, s2.loss_cls: 0.0294, s2.acc: 95.4222, s2.loss_bbox: 0.0605, s2.loss_mask: 0.0395, loss: 0.8979 2022-06-08 17:53:43,423 - mmdet - INFO - Epoch [30][4750/7330] lr: 1.000e-05, eta: 19:09:15, time: 1.466, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0150, loss_rpn_bbox: 0.0217, loss_semantic_seg: 0.1396, s0.loss_cls: 0.1298, s0.acc: 94.9922, s0.loss_bbox: 0.0773, s0.loss_mask: 0.1771, s1.loss_cls: 0.0585, s1.acc: 95.4777, s1.loss_bbox: 0.0895, s1.loss_mask: 0.0838, s2.loss_cls: 0.0301, s2.acc: 95.2365, s2.loss_bbox: 0.0603, s2.loss_mask: 0.0398, loss: 0.9224 2022-06-08 17:54:56,637 - mmdet - INFO - Epoch [30][4800/7330] lr: 1.000e-05, eta: 19:08:01, time: 1.463, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0161, loss_rpn_bbox: 0.0222, loss_semantic_seg: 0.1334, s0.loss_cls: 0.1308, s0.acc: 95.1023, s0.loss_bbox: 0.0759, s0.loss_mask: 0.1790, s1.loss_cls: 0.0582, s1.acc: 95.5659, s1.loss_bbox: 0.0910, s1.loss_mask: 0.0845, s2.loss_cls: 0.0299, s2.acc: 95.4550, s2.loss_bbox: 0.0617, s2.loss_mask: 0.0402, loss: 0.9230 2022-06-08 17:56:09,391 - mmdet - INFO - Epoch [30][4850/7330] lr: 1.000e-05, eta: 19:06:46, time: 1.457, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0157, loss_rpn_bbox: 0.0218, loss_semantic_seg: 0.1361, s0.loss_cls: 0.1301, s0.acc: 95.1641, s0.loss_bbox: 0.0751, s0.loss_mask: 0.1762, s1.loss_cls: 0.0587, s1.acc: 95.6386, s1.loss_bbox: 0.0883, s1.loss_mask: 0.0832, s2.loss_cls: 0.0301, s2.acc: 95.4682, s2.loss_bbox: 0.0601, s2.loss_mask: 0.0392, loss: 0.9145 2022-06-08 17:57:23,584 - mmdet - INFO - Epoch [30][4900/7330] lr: 1.000e-05, eta: 19:05:32, time: 1.484, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0171, loss_rpn_bbox: 0.0234, loss_semantic_seg: 0.1357, s0.loss_cls: 0.1240, s0.acc: 95.3127, s0.loss_bbox: 0.0711, s0.loss_mask: 0.1704, s1.loss_cls: 0.0563, s1.acc: 95.7374, s1.loss_bbox: 0.0835, s1.loss_mask: 0.0807, s2.loss_cls: 0.0283, s2.acc: 95.5882, s2.loss_bbox: 0.0585, s2.loss_mask: 0.0385, loss: 0.8872 2022-06-08 17:58:37,765 - mmdet - INFO - Epoch [30][4950/7330] lr: 1.000e-05, eta: 19:04:18, time: 1.483, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0164, loss_rpn_bbox: 0.0219, loss_semantic_seg: 0.1391, s0.loss_cls: 0.1271, s0.acc: 95.0837, s0.loss_bbox: 0.0764, s0.loss_mask: 0.1741, s1.loss_cls: 0.0568, s1.acc: 95.5827, s1.loss_bbox: 0.0881, s1.loss_mask: 0.0823, s2.loss_cls: 0.0294, s2.acc: 95.3296, s2.loss_bbox: 0.0590, s2.loss_mask: 0.0391, loss: 0.9097 2022-06-08 17:59:51,389 - mmdet - INFO - Epoch [30][5000/7330] lr: 1.000e-05, eta: 19:03:04, time: 1.473, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0150, loss_rpn_bbox: 0.0226, loss_semantic_seg: 0.1393, s0.loss_cls: 0.1318, s0.acc: 94.9590, s0.loss_bbox: 0.0762, s0.loss_mask: 0.1775, s1.loss_cls: 0.0584, s1.acc: 95.5547, s1.loss_bbox: 0.0895, s1.loss_mask: 0.0844, s2.loss_cls: 0.0299, s2.acc: 95.4326, s2.loss_bbox: 0.0615, s2.loss_mask: 0.0403, loss: 0.9263 2022-06-08 18:01:05,725 - mmdet - INFO - Epoch [30][5050/7330] lr: 1.000e-05, eta: 19:01:50, time: 1.487, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0149, loss_rpn_bbox: 0.0214, loss_semantic_seg: 0.1371, s0.loss_cls: 0.1212, s0.acc: 95.3379, s0.loss_bbox: 0.0732, s0.loss_mask: 0.1759, s1.loss_cls: 0.0549, s1.acc: 95.7961, s1.loss_bbox: 0.0848, s1.loss_mask: 0.0834, s2.loss_cls: 0.0286, s2.acc: 95.5932, s2.loss_bbox: 0.0584, s2.loss_mask: 0.0397, loss: 0.8935 2022-06-08 18:02:18,719 - mmdet - INFO - Epoch [30][5100/7330] lr: 1.000e-05, eta: 19:00:36, time: 1.460, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0153, loss_rpn_bbox: 0.0211, loss_semantic_seg: 0.1414, s0.loss_cls: 0.1257, s0.acc: 95.2913, s0.loss_bbox: 0.0737, s0.loss_mask: 0.1701, s1.loss_cls: 0.0564, s1.acc: 95.7994, s1.loss_bbox: 0.0860, s1.loss_mask: 0.0806, s2.loss_cls: 0.0287, s2.acc: 95.6357, s2.loss_bbox: 0.0592, s2.loss_mask: 0.0386, loss: 0.8969 2022-06-08 18:03:31,976 - mmdet - INFO - Epoch [30][5150/7330] lr: 1.000e-05, eta: 18:59:22, time: 1.465, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0146, loss_rpn_bbox: 0.0205, loss_semantic_seg: 0.1349, s0.loss_cls: 0.1270, s0.acc: 95.0947, s0.loss_bbox: 0.0762, s0.loss_mask: 0.1759, s1.loss_cls: 0.0573, s1.acc: 95.5994, s1.loss_bbox: 0.0905, s1.loss_mask: 0.0838, s2.loss_cls: 0.0292, s2.acc: 95.4345, s2.loss_bbox: 0.0612, s2.loss_mask: 0.0399, loss: 0.9110 2022-06-08 18:04:45,070 - mmdet - INFO - Epoch [30][5200/7330] lr: 1.000e-05, eta: 18:58:07, time: 1.462, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0158, loss_rpn_bbox: 0.0226, loss_semantic_seg: 0.1455, s0.loss_cls: 0.1286, s0.acc: 95.1497, s0.loss_bbox: 0.0732, s0.loss_mask: 0.1705, s1.loss_cls: 0.0581, s1.acc: 95.6868, s1.loss_bbox: 0.0854, s1.loss_mask: 0.0810, s2.loss_cls: 0.0296, s2.acc: 95.5957, s2.loss_bbox: 0.0587, s2.loss_mask: 0.0386, loss: 0.9076 2022-06-08 18:05:58,221 - mmdet - INFO - Epoch [30][5250/7330] lr: 1.000e-05, eta: 18:56:53, time: 1.463, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0156, loss_rpn_bbox: 0.0211, loss_semantic_seg: 0.1364, s0.loss_cls: 0.1265, s0.acc: 95.2183, s0.loss_bbox: 0.0734, s0.loss_mask: 0.1725, s1.loss_cls: 0.0564, s1.acc: 95.7497, s1.loss_bbox: 0.0875, s1.loss_mask: 0.0817, s2.loss_cls: 0.0289, s2.acc: 95.5193, s2.loss_bbox: 0.0600, s2.loss_mask: 0.0388, loss: 0.8990 2022-06-08 18:07:11,850 - mmdet - INFO - Epoch [30][5300/7330] lr: 1.000e-05, eta: 18:55:39, time: 1.473, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0154, loss_rpn_bbox: 0.0210, loss_semantic_seg: 0.1382, s0.loss_cls: 0.1250, s0.acc: 95.2158, s0.loss_bbox: 0.0712, s0.loss_mask: 0.1736, s1.loss_cls: 0.0557, s1.acc: 95.7132, s1.loss_bbox: 0.0836, s1.loss_mask: 0.0822, s2.loss_cls: 0.0286, s2.acc: 95.5888, s2.loss_bbox: 0.0585, s2.loss_mask: 0.0391, loss: 0.8919 2022-06-08 18:08:24,818 - mmdet - INFO - Epoch [30][5350/7330] lr: 1.000e-05, eta: 18:54:25, time: 1.459, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0160, loss_rpn_bbox: 0.0222, loss_semantic_seg: 0.1396, s0.loss_cls: 0.1290, s0.acc: 95.1296, s0.loss_bbox: 0.0761, s0.loss_mask: 0.1795, s1.loss_cls: 0.0578, s1.acc: 95.6071, s1.loss_bbox: 0.0895, s1.loss_mask: 0.0846, s2.loss_cls: 0.0299, s2.acc: 95.3827, s2.loss_bbox: 0.0605, s2.loss_mask: 0.0401, loss: 0.9248 2022-06-08 18:09:38,743 - mmdet - INFO - Epoch [30][5400/7330] lr: 1.000e-05, eta: 18:53:11, time: 1.479, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0169, loss_rpn_bbox: 0.0234, loss_semantic_seg: 0.1358, s0.loss_cls: 0.1311, s0.acc: 95.0330, s0.loss_bbox: 0.0755, s0.loss_mask: 0.1747, s1.loss_cls: 0.0578, s1.acc: 95.6257, s1.loss_bbox: 0.0869, s1.loss_mask: 0.0831, s2.loss_cls: 0.0302, s2.acc: 95.2579, s2.loss_bbox: 0.0573, s2.loss_mask: 0.0392, loss: 0.9121 2022-06-08 18:10:51,938 - mmdet - INFO - Epoch [30][5450/7330] lr: 1.000e-05, eta: 18:51:56, time: 1.464, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0178, loss_rpn_bbox: 0.0232, loss_semantic_seg: 0.1374, s0.loss_cls: 0.1343, s0.acc: 94.8982, s0.loss_bbox: 0.0821, s0.loss_mask: 0.1813, s1.loss_cls: 0.0599, s1.acc: 95.4091, s1.loss_bbox: 0.0949, s1.loss_mask: 0.0865, s2.loss_cls: 0.0314, s2.acc: 95.1646, s2.loss_bbox: 0.0632, s2.loss_mask: 0.0408, loss: 0.9530 2022-06-08 18:12:05,361 - mmdet - INFO - Epoch [30][5500/7330] lr: 1.000e-05, eta: 18:50:42, time: 1.469, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0176, loss_rpn_bbox: 0.0234, loss_semantic_seg: 0.1413, s0.loss_cls: 0.1242, s0.acc: 95.4346, s0.loss_bbox: 0.0751, s0.loss_mask: 0.1739, s1.loss_cls: 0.0562, s1.acc: 95.9632, s1.loss_bbox: 0.0885, s1.loss_mask: 0.0828, s2.loss_cls: 0.0290, s2.acc: 95.6702, s2.loss_bbox: 0.0595, s2.loss_mask: 0.0393, loss: 0.9108 2022-06-08 18:13:19,620 - mmdet - INFO - Epoch [30][5550/7330] lr: 1.000e-05, eta: 18:49:28, time: 1.485, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0173, loss_rpn_bbox: 0.0217, loss_semantic_seg: 0.1470, s0.loss_cls: 0.1323, s0.acc: 95.0444, s0.loss_bbox: 0.0754, s0.loss_mask: 0.1786, s1.loss_cls: 0.0604, s1.acc: 95.4602, s1.loss_bbox: 0.0878, s1.loss_mask: 0.0847, s2.loss_cls: 0.0306, s2.acc: 95.3492, s2.loss_bbox: 0.0603, s2.loss_mask: 0.0403, loss: 0.9362 2022-06-08 18:14:33,445 - mmdet - INFO - Epoch [30][5600/7330] lr: 1.000e-05, eta: 18:48:14, time: 1.476, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0164, loss_rpn_bbox: 0.0236, loss_semantic_seg: 0.1377, s0.loss_cls: 0.1288, s0.acc: 95.1631, s0.loss_bbox: 0.0755, s0.loss_mask: 0.1787, s1.loss_cls: 0.0579, s1.acc: 95.7131, s1.loss_bbox: 0.0892, s1.loss_mask: 0.0846, s2.loss_cls: 0.0298, s2.acc: 95.5790, s2.loss_bbox: 0.0612, s2.loss_mask: 0.0404, loss: 0.9239 2022-06-08 18:15:47,176 - mmdet - INFO - Epoch [30][5650/7330] lr: 1.000e-05, eta: 18:47:00, time: 1.475, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0171, loss_rpn_bbox: 0.0221, loss_semantic_seg: 0.1426, s0.loss_cls: 0.1301, s0.acc: 95.0559, s0.loss_bbox: 0.0737, s0.loss_mask: 0.1749, s1.loss_cls: 0.0581, s1.acc: 95.5429, s1.loss_bbox: 0.0886, s1.loss_mask: 0.0829, s2.loss_cls: 0.0304, s2.acc: 95.3027, s2.loss_bbox: 0.0607, s2.loss_mask: 0.0393, loss: 0.9203 2022-06-08 18:17:00,923 - mmdet - INFO - Epoch [30][5700/7330] lr: 1.000e-05, eta: 18:45:46, time: 1.475, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0160, loss_rpn_bbox: 0.0215, loss_semantic_seg: 0.1375, s0.loss_cls: 0.1272, s0.acc: 95.1436, s0.loss_bbox: 0.0745, s0.loss_mask: 0.1750, s1.loss_cls: 0.0571, s1.acc: 95.6948, s1.loss_bbox: 0.0900, s1.loss_mask: 0.0829, s2.loss_cls: 0.0297, s2.acc: 95.5020, s2.loss_bbox: 0.0623, s2.loss_mask: 0.0396, loss: 0.9133 2022-06-08 18:18:14,891 - mmdet - INFO - Epoch [30][5750/7330] lr: 1.000e-05, eta: 18:44:32, time: 1.477, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0149, loss_rpn_bbox: 0.0221, loss_semantic_seg: 0.1468, s0.loss_cls: 0.1285, s0.acc: 95.0654, s0.loss_bbox: 0.0752, s0.loss_mask: 0.1803, s1.loss_cls: 0.0569, s1.acc: 95.6977, s1.loss_bbox: 0.0895, s1.loss_mask: 0.0855, s2.loss_cls: 0.0288, s2.acc: 95.5566, s2.loss_bbox: 0.0618, s2.loss_mask: 0.0409, loss: 0.9311 2022-06-08 18:19:29,111 - mmdet - INFO - Epoch [30][5800/7330] lr: 1.000e-05, eta: 18:43:18, time: 1.487, data_time: 0.021, memory: 64799, loss_rpn_cls: 0.0166, loss_rpn_bbox: 0.0244, loss_semantic_seg: 0.1407, s0.loss_cls: 0.1322, s0.acc: 95.0117, s0.loss_bbox: 0.0784, s0.loss_mask: 0.1786, s1.loss_cls: 0.0598, s1.acc: 95.5632, s1.loss_bbox: 0.0923, s1.loss_mask: 0.0846, s2.loss_cls: 0.0307, s2.acc: 95.3267, s2.loss_bbox: 0.0629, s2.loss_mask: 0.0399, loss: 0.9412 2022-06-08 18:20:43,171 - mmdet - INFO - Epoch [30][5850/7330] lr: 1.000e-05, eta: 18:42:04, time: 1.480, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0156, loss_rpn_bbox: 0.0215, loss_semantic_seg: 0.1377, s0.loss_cls: 0.1296, s0.acc: 95.1206, s0.loss_bbox: 0.0770, s0.loss_mask: 0.1743, s1.loss_cls: 0.0584, s1.acc: 95.6283, s1.loss_bbox: 0.0908, s1.loss_mask: 0.0827, s2.loss_cls: 0.0299, s2.acc: 95.5036, s2.loss_bbox: 0.0598, s2.loss_mask: 0.0392, loss: 0.9166 2022-06-08 18:21:56,667 - mmdet - INFO - Epoch [30][5900/7330] lr: 1.000e-05, eta: 18:40:50, time: 1.471, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0154, loss_rpn_bbox: 0.0220, loss_semantic_seg: 0.1363, s0.loss_cls: 0.1219, s0.acc: 95.3472, s0.loss_bbox: 0.0730, s0.loss_mask: 0.1740, s1.loss_cls: 0.0541, s1.acc: 95.9600, s1.loss_bbox: 0.0854, s1.loss_mask: 0.0827, s2.loss_cls: 0.0278, s2.acc: 95.8200, s2.loss_bbox: 0.0577, s2.loss_mask: 0.0394, loss: 0.8898 2022-06-08 18:23:10,218 - mmdet - INFO - Epoch [30][5950/7330] lr: 1.000e-05, eta: 18:39:36, time: 1.471, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0156, loss_rpn_bbox: 0.0214, loss_semantic_seg: 0.1348, s0.loss_cls: 0.1245, s0.acc: 95.2524, s0.loss_bbox: 0.0736, s0.loss_mask: 0.1729, s1.loss_cls: 0.0554, s1.acc: 95.7762, s1.loss_bbox: 0.0872, s1.loss_mask: 0.0819, s2.loss_cls: 0.0288, s2.acc: 95.5179, s2.loss_bbox: 0.0592, s2.loss_mask: 0.0389, loss: 0.8941 2022-06-08 18:24:23,250 - mmdet - INFO - Epoch [30][6000/7330] lr: 1.000e-05, eta: 18:38:21, time: 1.461, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0156, loss_rpn_bbox: 0.0228, loss_semantic_seg: 0.1356, s0.loss_cls: 0.1282, s0.acc: 95.1050, s0.loss_bbox: 0.0778, s0.loss_mask: 0.1798, s1.loss_cls: 0.0570, s1.acc: 95.6971, s1.loss_bbox: 0.0924, s1.loss_mask: 0.0854, s2.loss_cls: 0.0295, s2.acc: 95.4658, s2.loss_bbox: 0.0636, s2.loss_mask: 0.0406, loss: 0.9282 2022-06-08 18:25:36,451 - mmdet - INFO - Epoch [30][6050/7330] lr: 1.000e-05, eta: 18:37:07, time: 1.464, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0160, loss_rpn_bbox: 0.0227, loss_semantic_seg: 0.1476, s0.loss_cls: 0.1353, s0.acc: 94.8413, s0.loss_bbox: 0.0777, s0.loss_mask: 0.1818, s1.loss_cls: 0.0619, s1.acc: 95.3163, s1.loss_bbox: 0.0923, s1.loss_mask: 0.0851, s2.loss_cls: 0.0320, s2.acc: 95.1210, s2.loss_bbox: 0.0613, s2.loss_mask: 0.0398, loss: 0.9536 2022-06-08 18:26:49,697 - mmdet - INFO - Epoch [30][6100/7330] lr: 1.000e-05, eta: 18:35:53, time: 1.463, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0137, loss_rpn_bbox: 0.0203, loss_semantic_seg: 0.1386, s0.loss_cls: 0.1240, s0.acc: 95.3083, s0.loss_bbox: 0.0722, s0.loss_mask: 0.1758, s1.loss_cls: 0.0547, s1.acc: 95.9111, s1.loss_bbox: 0.0863, s1.loss_mask: 0.0837, s2.loss_cls: 0.0283, s2.acc: 95.6327, s2.loss_bbox: 0.0585, s2.loss_mask: 0.0397, loss: 0.8959 2022-06-08 18:28:03,675 - mmdet - INFO - Epoch [30][6150/7330] lr: 1.000e-05, eta: 18:34:39, time: 1.482, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0156, loss_rpn_bbox: 0.0223, loss_semantic_seg: 0.1432, s0.loss_cls: 0.1315, s0.acc: 95.0181, s0.loss_bbox: 0.0738, s0.loss_mask: 0.1780, s1.loss_cls: 0.0595, s1.acc: 95.4287, s1.loss_bbox: 0.0866, s1.loss_mask: 0.0841, s2.loss_cls: 0.0304, s2.acc: 95.2574, s2.loss_bbox: 0.0588, s2.loss_mask: 0.0397, loss: 0.9233 2022-06-08 18:29:17,469 - mmdet - INFO - Epoch [30][6200/7330] lr: 1.000e-05, eta: 18:33:25, time: 1.476, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0153, loss_rpn_bbox: 0.0213, loss_semantic_seg: 0.1336, s0.loss_cls: 0.1235, s0.acc: 95.2634, s0.loss_bbox: 0.0757, s0.loss_mask: 0.1761, s1.loss_cls: 0.0558, s1.acc: 95.7911, s1.loss_bbox: 0.0889, s1.loss_mask: 0.0841, s2.loss_cls: 0.0294, s2.acc: 95.4882, s2.loss_bbox: 0.0608, s2.loss_mask: 0.0401, loss: 0.9046 2022-06-08 18:30:31,148 - mmdet - INFO - Epoch [30][6250/7330] lr: 1.000e-05, eta: 18:32:11, time: 1.474, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0145, loss_rpn_bbox: 0.0228, loss_semantic_seg: 0.1457, s0.loss_cls: 0.1304, s0.acc: 95.0200, s0.loss_bbox: 0.0774, s0.loss_mask: 0.1809, s1.loss_cls: 0.0585, s1.acc: 95.5430, s1.loss_bbox: 0.0925, s1.loss_mask: 0.0864, s2.loss_cls: 0.0306, s2.acc: 95.2420, s2.loss_bbox: 0.0618, s2.loss_mask: 0.0408, loss: 0.9423 2022-06-08 18:31:44,691 - mmdet - INFO - Epoch [30][6300/7330] lr: 1.000e-05, eta: 18:30:56, time: 1.471, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0159, loss_rpn_bbox: 0.0216, loss_semantic_seg: 0.1365, s0.loss_cls: 0.1270, s0.acc: 95.1250, s0.loss_bbox: 0.0740, s0.loss_mask: 0.1746, s1.loss_cls: 0.0569, s1.acc: 95.6618, s1.loss_bbox: 0.0889, s1.loss_mask: 0.0830, s2.loss_cls: 0.0289, s2.acc: 95.6366, s2.loss_bbox: 0.0607, s2.loss_mask: 0.0394, loss: 0.9074 2022-06-08 18:32:58,520 - mmdet - INFO - Epoch [30][6350/7330] lr: 1.000e-05, eta: 18:29:42, time: 1.477, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0180, loss_rpn_bbox: 0.0220, loss_semantic_seg: 0.1431, s0.loss_cls: 0.1338, s0.acc: 94.9890, s0.loss_bbox: 0.0780, s0.loss_mask: 0.1743, s1.loss_cls: 0.0596, s1.acc: 95.5088, s1.loss_bbox: 0.0896, s1.loss_mask: 0.0820, s2.loss_cls: 0.0307, s2.acc: 95.3402, s2.loss_bbox: 0.0608, s2.loss_mask: 0.0391, loss: 0.9311 2022-06-08 18:34:12,245 - mmdet - INFO - Epoch [30][6400/7330] lr: 1.000e-05, eta: 18:28:28, time: 1.474, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0145, loss_rpn_bbox: 0.0209, loss_semantic_seg: 0.1378, s0.loss_cls: 0.1218, s0.acc: 95.4021, s0.loss_bbox: 0.0712, s0.loss_mask: 0.1702, s1.loss_cls: 0.0538, s1.acc: 95.9231, s1.loss_bbox: 0.0851, s1.loss_mask: 0.0812, s2.loss_cls: 0.0278, s2.acc: 95.7301, s2.loss_bbox: 0.0573, s2.loss_mask: 0.0385, loss: 0.8800 2022-06-08 18:35:25,712 - mmdet - INFO - Epoch [30][6450/7330] lr: 1.000e-05, eta: 18:27:14, time: 1.469, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0143, loss_rpn_bbox: 0.0201, loss_semantic_seg: 0.1397, s0.loss_cls: 0.1251, s0.acc: 95.2700, s0.loss_bbox: 0.0734, s0.loss_mask: 0.1718, s1.loss_cls: 0.0554, s1.acc: 95.8702, s1.loss_bbox: 0.0874, s1.loss_mask: 0.0817, s2.loss_cls: 0.0282, s2.acc: 95.7785, s2.loss_bbox: 0.0611, s2.loss_mask: 0.0391, loss: 0.8973 2022-06-08 18:36:38,852 - mmdet - INFO - Epoch [30][6500/7330] lr: 1.000e-05, eta: 18:26:00, time: 1.463, data_time: 0.022, memory: 64799, loss_rpn_cls: 0.0156, loss_rpn_bbox: 0.0208, loss_semantic_seg: 0.1413, s0.loss_cls: 0.1242, s0.acc: 95.2825, s0.loss_bbox: 0.0727, s0.loss_mask: 0.1738, s1.loss_cls: 0.0566, s1.acc: 95.7460, s1.loss_bbox: 0.0855, s1.loss_mask: 0.0825, s2.loss_cls: 0.0292, s2.acc: 95.5967, s2.loss_bbox: 0.0579, s2.loss_mask: 0.0393, loss: 0.8995 2022-06-08 18:37:52,962 - mmdet - INFO - Epoch [30][6550/7330] lr: 1.000e-05, eta: 18:24:46, time: 1.482, data_time: 0.020, memory: 64799, loss_rpn_cls: 0.0148, loss_rpn_bbox: 0.0221, loss_semantic_seg: 0.1415, s0.loss_cls: 0.1256, s0.acc: 95.1594, s0.loss_bbox: 0.0784, s0.loss_mask: 0.1754, s1.loss_cls: 0.0567, s1.acc: 95.6812, s1.loss_bbox: 0.0915, s1.loss_mask: 0.0834, s2.loss_cls: 0.0295, s2.acc: 95.4364, s2.loss_bbox: 0.0622, s2.loss_mask: 0.0395, loss: 0.9207 2022-06-08 18:39:05,526 - mmdet - INFO - Epoch [30][6600/7330] lr: 1.000e-05, eta: 18:23:31, time: 1.451, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0156, loss_rpn_bbox: 0.0217, loss_semantic_seg: 0.1367, s0.loss_cls: 0.1258, s0.acc: 95.2683, s0.loss_bbox: 0.0746, s0.loss_mask: 0.1742, s1.loss_cls: 0.0567, s1.acc: 95.7355, s1.loss_bbox: 0.0853, s1.loss_mask: 0.0824, s2.loss_cls: 0.0287, s2.acc: 95.6657, s2.loss_bbox: 0.0578, s2.loss_mask: 0.0391, loss: 0.8985 2022-06-08 18:40:18,603 - mmdet - INFO - Epoch [30][6650/7330] lr: 1.000e-05, eta: 18:22:17, time: 1.462, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0151, loss_rpn_bbox: 0.0207, loss_semantic_seg: 0.1415, s0.loss_cls: 0.1274, s0.acc: 95.1025, s0.loss_bbox: 0.0750, s0.loss_mask: 0.1747, s1.loss_cls: 0.0565, s1.acc: 95.6427, s1.loss_bbox: 0.0873, s1.loss_mask: 0.0824, s2.loss_cls: 0.0290, s2.acc: 95.5147, s2.loss_bbox: 0.0588, s2.loss_mask: 0.0390, loss: 0.9075 2022-06-08 18:41:31,624 - mmdet - INFO - Epoch [30][6700/7330] lr: 1.000e-05, eta: 18:21:03, time: 1.460, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0168, loss_rpn_bbox: 0.0230, loss_semantic_seg: 0.1443, s0.loss_cls: 0.1337, s0.acc: 94.9875, s0.loss_bbox: 0.0788, s0.loss_mask: 0.1780, s1.loss_cls: 0.0604, s1.acc: 95.4969, s1.loss_bbox: 0.0909, s1.loss_mask: 0.0843, s2.loss_cls: 0.0308, s2.acc: 95.3338, s2.loss_bbox: 0.0607, s2.loss_mask: 0.0398, loss: 0.9414 2022-06-08 18:42:44,847 - mmdet - INFO - Epoch [30][6750/7330] lr: 1.000e-05, eta: 18:19:49, time: 1.464, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0144, loss_rpn_bbox: 0.0212, loss_semantic_seg: 0.1413, s0.loss_cls: 0.1261, s0.acc: 95.2517, s0.loss_bbox: 0.0734, s0.loss_mask: 0.1707, s1.loss_cls: 0.0561, s1.acc: 95.8079, s1.loss_bbox: 0.0843, s1.loss_mask: 0.0804, s2.loss_cls: 0.0286, s2.acc: 95.7008, s2.loss_bbox: 0.0576, s2.loss_mask: 0.0380, loss: 0.8921 2022-06-08 18:43:56,828 - mmdet - INFO - Epoch [30][6800/7330] lr: 1.000e-05, eta: 18:18:34, time: 1.439, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0137, loss_rpn_bbox: 0.0195, loss_semantic_seg: 0.1342, s0.loss_cls: 0.1190, s0.acc: 95.4883, s0.loss_bbox: 0.0718, s0.loss_mask: 0.1741, s1.loss_cls: 0.0541, s1.acc: 95.9114, s1.loss_bbox: 0.0838, s1.loss_mask: 0.0829, s2.loss_cls: 0.0279, s2.acc: 95.7846, s2.loss_bbox: 0.0568, s2.loss_mask: 0.0392, loss: 0.8770 2022-06-08 18:45:09,042 - mmdet - INFO - Epoch [30][6850/7330] lr: 1.000e-05, eta: 18:17:20, time: 1.445, data_time: 0.022, memory: 64799, loss_rpn_cls: 0.0158, loss_rpn_bbox: 0.0205, loss_semantic_seg: 0.1402, s0.loss_cls: 0.1291, s0.acc: 95.0803, s0.loss_bbox: 0.0745, s0.loss_mask: 0.1767, s1.loss_cls: 0.0581, s1.acc: 95.5954, s1.loss_bbox: 0.0873, s1.loss_mask: 0.0835, s2.loss_cls: 0.0293, s2.acc: 95.5113, s2.loss_bbox: 0.0593, s2.loss_mask: 0.0396, loss: 0.9139 2022-06-08 18:46:23,061 - mmdet - INFO - Epoch [30][6900/7330] lr: 1.000e-05, eta: 18:16:06, time: 1.480, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0147, loss_rpn_bbox: 0.0227, loss_semantic_seg: 0.1400, s0.loss_cls: 0.1325, s0.acc: 95.0166, s0.loss_bbox: 0.0777, s0.loss_mask: 0.1743, s1.loss_cls: 0.0601, s1.acc: 95.5026, s1.loss_bbox: 0.0903, s1.loss_mask: 0.0822, s2.loss_cls: 0.0305, s2.acc: 95.3612, s2.loss_bbox: 0.0597, s2.loss_mask: 0.0388, loss: 0.9237 2022-06-08 18:47:36,101 - mmdet - INFO - Epoch [30][6950/7330] lr: 1.000e-05, eta: 18:14:52, time: 1.461, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0139, loss_rpn_bbox: 0.0216, loss_semantic_seg: 0.1472, s0.loss_cls: 0.1203, s0.acc: 95.3933, s0.loss_bbox: 0.0735, s0.loss_mask: 0.1726, s1.loss_cls: 0.0541, s1.acc: 95.8706, s1.loss_bbox: 0.0854, s1.loss_mask: 0.0817, s2.loss_cls: 0.0281, s2.acc: 95.7327, s2.loss_bbox: 0.0581, s2.loss_mask: 0.0387, loss: 0.8951 2022-06-08 18:48:49,270 - mmdet - INFO - Epoch [30][7000/7330] lr: 1.000e-05, eta: 18:13:37, time: 1.463, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0157, loss_rpn_bbox: 0.0208, loss_semantic_seg: 0.1365, s0.loss_cls: 0.1313, s0.acc: 95.1216, s0.loss_bbox: 0.0736, s0.loss_mask: 0.1721, s1.loss_cls: 0.0596, s1.acc: 95.5963, s1.loss_bbox: 0.0850, s1.loss_mask: 0.0812, s2.loss_cls: 0.0302, s2.acc: 95.4197, s2.loss_bbox: 0.0590, s2.loss_mask: 0.0385, loss: 0.9037 2022-06-08 18:50:01,107 - mmdet - INFO - Epoch [30][7050/7330] lr: 1.000e-05, eta: 18:12:23, time: 1.437, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0144, loss_rpn_bbox: 0.0213, loss_semantic_seg: 0.1371, s0.loss_cls: 0.1224, s0.acc: 95.3386, s0.loss_bbox: 0.0692, s0.loss_mask: 0.1712, s1.loss_cls: 0.0537, s1.acc: 95.8968, s1.loss_bbox: 0.0840, s1.loss_mask: 0.0814, s2.loss_cls: 0.0281, s2.acc: 95.7109, s2.loss_bbox: 0.0584, s2.loss_mask: 0.0387, loss: 0.8800 2022-06-08 18:51:14,244 - mmdet - INFO - Epoch [30][7100/7330] lr: 1.000e-05, eta: 18:11:09, time: 1.463, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0146, loss_rpn_bbox: 0.0211, loss_semantic_seg: 0.1368, s0.loss_cls: 0.1206, s0.acc: 95.4016, s0.loss_bbox: 0.0707, s0.loss_mask: 0.1718, s1.loss_cls: 0.0533, s1.acc: 95.9296, s1.loss_bbox: 0.0850, s1.loss_mask: 0.0814, s2.loss_cls: 0.0275, s2.acc: 95.7626, s2.loss_bbox: 0.0576, s2.loss_mask: 0.0387, loss: 0.8792 2022-06-08 18:52:26,703 - mmdet - INFO - Epoch [30][7150/7330] lr: 1.000e-05, eta: 18:09:54, time: 1.447, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0124, loss_rpn_bbox: 0.0205, loss_semantic_seg: 0.1395, s0.loss_cls: 0.1248, s0.acc: 95.2822, s0.loss_bbox: 0.0734, s0.loss_mask: 0.1738, s1.loss_cls: 0.0566, s1.acc: 95.7150, s1.loss_bbox: 0.0884, s1.loss_mask: 0.0829, s2.loss_cls: 0.0287, s2.acc: 95.5187, s2.loss_bbox: 0.0594, s2.loss_mask: 0.0393, loss: 0.8996 2022-06-08 18:53:39,938 - mmdet - INFO - Epoch [30][7200/7330] lr: 1.000e-05, eta: 18:08:40, time: 1.466, data_time: 0.021, memory: 64799, loss_rpn_cls: 0.0147, loss_rpn_bbox: 0.0221, loss_semantic_seg: 0.1379, s0.loss_cls: 0.1289, s0.acc: 95.1299, s0.loss_bbox: 0.0740, s0.loss_mask: 0.1708, s1.loss_cls: 0.0581, s1.acc: 95.6109, s1.loss_bbox: 0.0855, s1.loss_mask: 0.0804, s2.loss_cls: 0.0291, s2.acc: 95.5306, s2.loss_bbox: 0.0585, s2.loss_mask: 0.0380, loss: 0.8980 2022-06-08 18:54:52,400 - mmdet - INFO - Epoch [30][7250/7330] lr: 1.000e-05, eta: 18:07:26, time: 1.449, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0172, loss_rpn_bbox: 0.0219, loss_semantic_seg: 0.1436, s0.loss_cls: 0.1315, s0.acc: 95.1191, s0.loss_bbox: 0.0756, s0.loss_mask: 0.1750, s1.loss_cls: 0.0589, s1.acc: 95.6390, s1.loss_bbox: 0.0902, s1.loss_mask: 0.0831, s2.loss_cls: 0.0302, s2.acc: 95.4564, s2.loss_bbox: 0.0617, s2.loss_mask: 0.0397, loss: 0.9288 2022-06-08 18:56:05,297 - mmdet - INFO - Epoch [30][7300/7330] lr: 1.000e-05, eta: 18:06:11, time: 1.458, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0152, loss_rpn_bbox: 0.0215, loss_semantic_seg: 0.1418, s0.loss_cls: 0.1365, s0.acc: 94.9407, s0.loss_bbox: 0.0794, s0.loss_mask: 0.1781, s1.loss_cls: 0.0624, s1.acc: 95.4450, s1.loss_bbox: 0.0906, s1.loss_mask: 0.0838, s2.loss_cls: 0.0317, s2.acc: 95.3035, s2.loss_bbox: 0.0602, s2.loss_mask: 0.0399, loss: 0.9411 2022-06-08 18:57:08,638 - mmdet - INFO - Saving checkpoint at 30 epochs 2022-06-08 19:01:10,492 - mmdet - INFO - Evaluating bbox... 2022-06-08 19:01:52,986 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.581 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.768 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.638 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.436 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.619 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.720 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.742 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.742 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.742 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.613 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.775 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.867 2022-06-08 19:01:52,987 - mmdet - INFO - Evaluating segm... 2022-06-08 19:02:43,307 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.505 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.747 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.554 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.328 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.539 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.687 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.645 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.645 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.645 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.502 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 ] = 0.783 2022-06-08 19:02:44,112 - mmdet - INFO - Exp name: htc++_beit_adapter_v2_large_fpn_3x_coco.py 2022-06-08 19:02:44,113 - mmdet - INFO - Epoch(val) [30][313] bbox_mAP: 0.5810, bbox_mAP_50: 0.7680, bbox_mAP_75: 0.6380, bbox_mAP_s: 0.4360, bbox_mAP_m: 0.6190, bbox_mAP_l: 0.7200, bbox_mAP_copypaste: 0.581 0.768 0.638 0.436 0.619 0.720, segm_mAP: 0.5050, segm_mAP_50: 0.7470, segm_mAP_75: 0.5540, segm_mAP_s: 0.3280, segm_mAP_m: 0.5390, segm_mAP_l: 0.6870, segm_mAP_copypaste: 0.505 0.747 0.554 0.328 0.539 0.687 2022-06-08 19:07:41,235 - mmdet - INFO - Epoch [31][50/7330] lr: 1.000e-05, eta: 18:04:49, time: 5.938, data_time: 4.456, memory: 64799, loss_rpn_cls: 0.0159, loss_rpn_bbox: 0.0236, loss_semantic_seg: 0.1381, s0.loss_cls: 0.1309, s0.acc: 95.0237, s0.loss_bbox: 0.0772, s0.loss_mask: 0.1751, s1.loss_cls: 0.0588, s1.acc: 95.6043, s1.loss_bbox: 0.0902, s1.loss_mask: 0.0823, s2.loss_cls: 0.0307, s2.acc: 95.3611, s2.loss_bbox: 0.0602, s2.loss_mask: 0.0390, loss: 0.9221 2022-06-08 19:08:55,268 - mmdet - INFO - Exp name: htc++_beit_adapter_v2_large_fpn_3x_coco.py 2022-06-08 19:08:55,270 - mmdet - INFO - Epoch [31][100/7330] lr: 1.000e-05, eta: 18:03:34, time: 1.484, data_time: 0.023, memory: 64799, loss_rpn_cls: 0.0159, loss_rpn_bbox: 0.0209, loss_semantic_seg: 0.1355, s0.loss_cls: 0.1280, s0.acc: 95.0845, s0.loss_bbox: 0.0756, s0.loss_mask: 0.1791, s1.loss_cls: 0.0563, s1.acc: 95.7284, s1.loss_bbox: 0.0881, s1.loss_mask: 0.0848, s2.loss_cls: 0.0292, s2.acc: 95.4416, s2.loss_bbox: 0.0611, s2.loss_mask: 0.0400, loss: 0.9143 2022-06-08 19:10:07,938 - mmdet - INFO - Epoch [31][150/7330] lr: 1.000e-05, eta: 18:02:20, time: 1.454, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0162, loss_rpn_bbox: 0.0228, loss_semantic_seg: 0.1406, s0.loss_cls: 0.1289, s0.acc: 95.0737, s0.loss_bbox: 0.0764, s0.loss_mask: 0.1785, s1.loss_cls: 0.0574, s1.acc: 95.6179, s1.loss_bbox: 0.0901, s1.loss_mask: 0.0845, s2.loss_cls: 0.0297, s2.acc: 95.4037, s2.loss_bbox: 0.0621, s2.loss_mask: 0.0402, loss: 0.9272 2022-06-08 19:11:20,972 - mmdet - INFO - Epoch [31][200/7330] lr: 1.000e-05, eta: 18:01:06, time: 1.460, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0161, loss_rpn_bbox: 0.0231, loss_semantic_seg: 0.1345, s0.loss_cls: 0.1299, s0.acc: 95.0164, s0.loss_bbox: 0.0755, s0.loss_mask: 0.1809, s1.loss_cls: 0.0583, s1.acc: 95.5680, s1.loss_bbox: 0.0883, s1.loss_mask: 0.0864, s2.loss_cls: 0.0302, s2.acc: 95.3288, s2.loss_bbox: 0.0604, s2.loss_mask: 0.0412, loss: 0.9248 2022-06-08 19:12:34,397 - mmdet - INFO - Epoch [31][250/7330] lr: 1.000e-05, eta: 17:59:52, time: 1.467, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0168, loss_rpn_bbox: 0.0226, loss_semantic_seg: 0.1386, s0.loss_cls: 0.1369, s0.acc: 94.8237, s0.loss_bbox: 0.0804, s0.loss_mask: 0.1861, s1.loss_cls: 0.0625, s1.acc: 95.2441, s1.loss_bbox: 0.0942, s1.loss_mask: 0.0882, s2.loss_cls: 0.0318, s2.acc: 94.9883, s2.loss_bbox: 0.0632, s2.loss_mask: 0.0420, loss: 0.9631 2022-06-08 19:13:49,829 - mmdet - INFO - Epoch [31][300/7330] lr: 1.000e-05, eta: 17:58:38, time: 1.511, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0177, loss_rpn_bbox: 0.0254, loss_semantic_seg: 0.1361, s0.loss_cls: 0.1330, s0.acc: 94.9346, s0.loss_bbox: 0.0781, s0.loss_mask: 0.1781, s1.loss_cls: 0.0597, s1.acc: 95.5125, s1.loss_bbox: 0.0910, s1.loss_mask: 0.0845, s2.loss_cls: 0.0307, s2.acc: 95.3685, s2.loss_bbox: 0.0629, s2.loss_mask: 0.0402, loss: 0.9372 2022-06-08 19:15:04,256 - mmdet - INFO - Epoch [31][350/7330] lr: 1.000e-05, eta: 17:57:24, time: 1.489, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0161, loss_rpn_bbox: 0.0223, loss_semantic_seg: 0.1448, s0.loss_cls: 0.1315, s0.acc: 95.0691, s0.loss_bbox: 0.0766, s0.loss_mask: 0.1806, s1.loss_cls: 0.0590, s1.acc: 95.5732, s1.loss_bbox: 0.0919, s1.loss_mask: 0.0854, s2.loss_cls: 0.0308, s2.acc: 95.3073, s2.loss_bbox: 0.0618, s2.loss_mask: 0.0406, loss: 0.9414 2022-06-08 19:16:17,133 - mmdet - INFO - Epoch [31][400/7330] lr: 1.000e-05, eta: 17:56:09, time: 1.457, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0154, loss_rpn_bbox: 0.0214, loss_semantic_seg: 0.1386, s0.loss_cls: 0.1245, s0.acc: 95.3135, s0.loss_bbox: 0.0723, s0.loss_mask: 0.1682, s1.loss_cls: 0.0551, s1.acc: 95.8617, s1.loss_bbox: 0.0871, s1.loss_mask: 0.0802, s2.loss_cls: 0.0282, s2.acc: 95.7193, s2.loss_bbox: 0.0591, s2.loss_mask: 0.0380, loss: 0.8881 2022-06-08 19:17:30,885 - mmdet - INFO - Epoch [31][450/7330] lr: 1.000e-05, eta: 17:54:55, time: 1.476, data_time: 0.020, memory: 64799, loss_rpn_cls: 0.0144, loss_rpn_bbox: 0.0207, loss_semantic_seg: 0.1428, s0.loss_cls: 0.1235, s0.acc: 95.3525, s0.loss_bbox: 0.0733, s0.loss_mask: 0.1713, s1.loss_cls: 0.0563, s1.acc: 95.8100, s1.loss_bbox: 0.0859, s1.loss_mask: 0.0810, s2.loss_cls: 0.0284, s2.acc: 95.6435, s2.loss_bbox: 0.0582, s2.loss_mask: 0.0384, loss: 0.8941 2022-06-08 19:18:45,483 - mmdet - INFO - Epoch [31][500/7330] lr: 1.000e-05, eta: 17:53:41, time: 1.492, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0144, loss_rpn_bbox: 0.0217, loss_semantic_seg: 0.1411, s0.loss_cls: 0.1336, s0.acc: 94.8743, s0.loss_bbox: 0.0782, s0.loss_mask: 0.1814, s1.loss_cls: 0.0604, s1.acc: 95.3540, s1.loss_bbox: 0.0927, s1.loss_mask: 0.0864, s2.loss_cls: 0.0306, s2.acc: 95.2110, s2.loss_bbox: 0.0615, s2.loss_mask: 0.0411, loss: 0.9431 2022-06-08 19:19:58,331 - mmdet - INFO - Epoch [31][550/7330] lr: 1.000e-05, eta: 17:52:27, time: 1.457, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0134, loss_rpn_bbox: 0.0202, loss_semantic_seg: 0.1401, s0.loss_cls: 0.1223, s0.acc: 95.4661, s0.loss_bbox: 0.0688, s0.loss_mask: 0.1652, s1.loss_cls: 0.0558, s1.acc: 95.8558, s1.loss_bbox: 0.0791, s1.loss_mask: 0.0784, s2.loss_cls: 0.0284, s2.acc: 95.6718, s2.loss_bbox: 0.0554, s2.loss_mask: 0.0373, loss: 0.8644 2022-06-08 19:21:11,364 - mmdet - INFO - Epoch [31][600/7330] lr: 1.000e-05, eta: 17:51:13, time: 1.460, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0163, loss_rpn_bbox: 0.0223, loss_semantic_seg: 0.1407, s0.loss_cls: 0.1324, s0.acc: 95.0129, s0.loss_bbox: 0.0773, s0.loss_mask: 0.1770, s1.loss_cls: 0.0600, s1.acc: 95.5221, s1.loss_bbox: 0.0909, s1.loss_mask: 0.0840, s2.loss_cls: 0.0307, s2.acc: 95.3589, s2.loss_bbox: 0.0615, s2.loss_mask: 0.0398, loss: 0.9329 2022-06-08 19:22:23,899 - mmdet - INFO - Epoch [31][650/7330] lr: 1.000e-05, eta: 17:49:58, time: 1.451, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0142, loss_rpn_bbox: 0.0215, loss_semantic_seg: 0.1415, s0.loss_cls: 0.1260, s0.acc: 95.2249, s0.loss_bbox: 0.0748, s0.loss_mask: 0.1732, s1.loss_cls: 0.0557, s1.acc: 95.7733, s1.loss_bbox: 0.0866, s1.loss_mask: 0.0817, s2.loss_cls: 0.0285, s2.acc: 95.5980, s2.loss_bbox: 0.0597, s2.loss_mask: 0.0390, loss: 0.9023 2022-06-08 19:23:36,269 - mmdet - INFO - Epoch [31][700/7330] lr: 1.000e-05, eta: 17:48:44, time: 1.447, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0145, loss_rpn_bbox: 0.0213, loss_semantic_seg: 0.1331, s0.loss_cls: 0.1201, s0.acc: 95.4001, s0.loss_bbox: 0.0704, s0.loss_mask: 0.1693, s1.loss_cls: 0.0538, s1.acc: 95.8806, s1.loss_bbox: 0.0827, s1.loss_mask: 0.0803, s2.loss_cls: 0.0277, s2.acc: 95.7203, s2.loss_bbox: 0.0566, s2.loss_mask: 0.0381, loss: 0.8680 2022-06-08 19:24:50,744 - mmdet - INFO - Epoch [31][750/7330] lr: 1.000e-05, eta: 17:47:30, time: 1.489, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0153, loss_rpn_bbox: 0.0227, loss_semantic_seg: 0.1386, s0.loss_cls: 0.1320, s0.acc: 95.0115, s0.loss_bbox: 0.0772, s0.loss_mask: 0.1774, s1.loss_cls: 0.0592, s1.acc: 95.5648, s1.loss_bbox: 0.0907, s1.loss_mask: 0.0843, s2.loss_cls: 0.0303, s2.acc: 95.3791, s2.loss_bbox: 0.0616, s2.loss_mask: 0.0401, loss: 0.9294 2022-06-08 19:26:04,334 - mmdet - INFO - Epoch [31][800/7330] lr: 1.000e-05, eta: 17:46:16, time: 1.473, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0158, loss_rpn_bbox: 0.0217, loss_semantic_seg: 0.1384, s0.loss_cls: 0.1262, s0.acc: 95.1416, s0.loss_bbox: 0.0761, s0.loss_mask: 0.1785, s1.loss_cls: 0.0559, s1.acc: 95.6912, s1.loss_bbox: 0.0898, s1.loss_mask: 0.0852, s2.loss_cls: 0.0288, s2.acc: 95.5040, s2.loss_bbox: 0.0605, s2.loss_mask: 0.0405, loss: 0.9175 2022-06-08 19:27:18,743 - mmdet - INFO - Epoch [31][850/7330] lr: 1.000e-05, eta: 17:45:02, time: 1.488, data_time: 0.020, memory: 64799, loss_rpn_cls: 0.0163, loss_rpn_bbox: 0.0217, loss_semantic_seg: 0.1373, s0.loss_cls: 0.1325, s0.acc: 95.0076, s0.loss_bbox: 0.0757, s0.loss_mask: 0.1739, s1.loss_cls: 0.0589, s1.acc: 95.6019, s1.loss_bbox: 0.0903, s1.loss_mask: 0.0828, s2.loss_cls: 0.0304, s2.acc: 95.3830, s2.loss_bbox: 0.0607, s2.loss_mask: 0.0394, loss: 0.9200 2022-06-08 19:28:31,993 - mmdet - INFO - Epoch [31][900/7330] lr: 1.000e-05, eta: 17:43:47, time: 1.465, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0160, loss_rpn_bbox: 0.0222, loss_semantic_seg: 0.1368, s0.loss_cls: 0.1298, s0.acc: 94.9985, s0.loss_bbox: 0.0750, s0.loss_mask: 0.1761, s1.loss_cls: 0.0581, s1.acc: 95.5458, s1.loss_bbox: 0.0904, s1.loss_mask: 0.0839, s2.loss_cls: 0.0301, s2.acc: 95.2908, s2.loss_bbox: 0.0608, s2.loss_mask: 0.0397, loss: 0.9187 2022-06-08 19:29:46,273 - mmdet - INFO - Epoch [31][950/7330] lr: 1.000e-05, eta: 17:42:33, time: 1.486, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0162, loss_rpn_bbox: 0.0223, loss_semantic_seg: 0.1423, s0.loss_cls: 0.1313, s0.acc: 94.9731, s0.loss_bbox: 0.0769, s0.loss_mask: 0.1804, s1.loss_cls: 0.0593, s1.acc: 95.5346, s1.loss_bbox: 0.0895, s1.loss_mask: 0.0853, s2.loss_cls: 0.0306, s2.acc: 95.3074, s2.loss_bbox: 0.0605, s2.loss_mask: 0.0405, loss: 0.9352 2022-06-08 19:31:01,136 - mmdet - INFO - Epoch [31][1000/7330] lr: 1.000e-05, eta: 17:41:20, time: 1.497, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0153, loss_rpn_bbox: 0.0227, loss_semantic_seg: 0.1343, s0.loss_cls: 0.1350, s0.acc: 94.9602, s0.loss_bbox: 0.0761, s0.loss_mask: 0.1792, s1.loss_cls: 0.0617, s1.acc: 95.4381, s1.loss_bbox: 0.0923, s1.loss_mask: 0.0857, s2.loss_cls: 0.0317, s2.acc: 95.2438, s2.loss_bbox: 0.0629, s2.loss_mask: 0.0407, loss: 0.9375 2022-06-08 19:32:14,737 - mmdet - INFO - Epoch [31][1050/7330] lr: 1.000e-05, eta: 17:40:05, time: 1.472, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0154, loss_rpn_bbox: 0.0217, loss_semantic_seg: 0.1377, s0.loss_cls: 0.1288, s0.acc: 95.1326, s0.loss_bbox: 0.0766, s0.loss_mask: 0.1797, s1.loss_cls: 0.0584, s1.acc: 95.6154, s1.loss_bbox: 0.0889, s1.loss_mask: 0.0850, s2.loss_cls: 0.0297, s2.acc: 95.4559, s2.loss_bbox: 0.0609, s2.loss_mask: 0.0402, loss: 0.9230 2022-06-08 19:33:28,131 - mmdet - INFO - Exp name: htc++_beit_adapter_v2_large_fpn_3x_coco.py 2022-06-08 19:33:28,133 - mmdet - INFO - Epoch [31][1100/7330] lr: 1.000e-05, eta: 17:38:51, time: 1.468, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0153, loss_rpn_bbox: 0.0207, loss_semantic_seg: 0.1434, s0.loss_cls: 0.1270, s0.acc: 95.1936, s0.loss_bbox: 0.0731, s0.loss_mask: 0.1742, s1.loss_cls: 0.0566, s1.acc: 95.7477, s1.loss_bbox: 0.0871, s1.loss_mask: 0.0829, s2.loss_cls: 0.0290, s2.acc: 95.5313, s2.loss_bbox: 0.0593, s2.loss_mask: 0.0392, loss: 0.9077 2022-06-08 19:34:41,577 - mmdet - INFO - Epoch [31][1150/7330] lr: 1.000e-05, eta: 17:37:37, time: 1.469, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0146, loss_rpn_bbox: 0.0217, loss_semantic_seg: 0.1426, s0.loss_cls: 0.1272, s0.acc: 95.1450, s0.loss_bbox: 0.0749, s0.loss_mask: 0.1784, s1.loss_cls: 0.0572, s1.acc: 95.6354, s1.loss_bbox: 0.0863, s1.loss_mask: 0.0847, s2.loss_cls: 0.0292, s2.acc: 95.5368, s2.loss_bbox: 0.0598, s2.loss_mask: 0.0403, loss: 0.9169 2022-06-08 19:35:55,393 - mmdet - INFO - Epoch [31][1200/7330] lr: 1.000e-05, eta: 17:36:23, time: 1.474, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0152, loss_rpn_bbox: 0.0219, loss_semantic_seg: 0.1376, s0.loss_cls: 0.1281, s0.acc: 95.1453, s0.loss_bbox: 0.0750, s0.loss_mask: 0.1768, s1.loss_cls: 0.0578, s1.acc: 95.6526, s1.loss_bbox: 0.0868, s1.loss_mask: 0.0840, s2.loss_cls: 0.0299, s2.acc: 95.5025, s2.loss_bbox: 0.0584, s2.loss_mask: 0.0398, loss: 0.9112 2022-06-08 19:37:08,884 - mmdet - INFO - Epoch [31][1250/7330] lr: 1.000e-05, eta: 17:35:09, time: 1.472, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0154, loss_rpn_bbox: 0.0205, loss_semantic_seg: 0.1410, s0.loss_cls: 0.1262, s0.acc: 95.2061, s0.loss_bbox: 0.0732, s0.loss_mask: 0.1721, s1.loss_cls: 0.0564, s1.acc: 95.7214, s1.loss_bbox: 0.0884, s1.loss_mask: 0.0818, s2.loss_cls: 0.0294, s2.acc: 95.5002, s2.loss_bbox: 0.0610, s2.loss_mask: 0.0389, loss: 0.9044 2022-06-08 19:38:23,222 - mmdet - INFO - Epoch [31][1300/7330] lr: 1.000e-05, eta: 17:33:55, time: 1.487, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0147, loss_rpn_bbox: 0.0224, loss_semantic_seg: 0.1317, s0.loss_cls: 0.1267, s0.acc: 95.2244, s0.loss_bbox: 0.0746, s0.loss_mask: 0.1750, s1.loss_cls: 0.0566, s1.acc: 95.7528, s1.loss_bbox: 0.0886, s1.loss_mask: 0.0830, s2.loss_cls: 0.0297, s2.acc: 95.5571, s2.loss_bbox: 0.0598, s2.loss_mask: 0.0397, loss: 0.9025 2022-06-08 19:39:36,827 - mmdet - INFO - Epoch [31][1350/7330] lr: 1.000e-05, eta: 17:32:40, time: 1.472, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0144, loss_rpn_bbox: 0.0210, loss_semantic_seg: 0.1369, s0.loss_cls: 0.1264, s0.acc: 95.2749, s0.loss_bbox: 0.0717, s0.loss_mask: 0.1715, s1.loss_cls: 0.0562, s1.acc: 95.7622, s1.loss_bbox: 0.0847, s1.loss_mask: 0.0813, s2.loss_cls: 0.0288, s2.acc: 95.6774, s2.loss_bbox: 0.0584, s2.loss_mask: 0.0386, loss: 0.8899 2022-06-08 19:40:50,956 - mmdet - INFO - Epoch [31][1400/7330] lr: 1.000e-05, eta: 17:31:26, time: 1.483, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0156, loss_rpn_bbox: 0.0222, loss_semantic_seg: 0.1347, s0.loss_cls: 0.1276, s0.acc: 95.1104, s0.loss_bbox: 0.0757, s0.loss_mask: 0.1753, s1.loss_cls: 0.0576, s1.acc: 95.6394, s1.loss_bbox: 0.0896, s1.loss_mask: 0.0837, s2.loss_cls: 0.0296, s2.acc: 95.4386, s2.loss_bbox: 0.0599, s2.loss_mask: 0.0396, loss: 0.9111 2022-06-08 19:42:04,025 - mmdet - INFO - Epoch [31][1450/7330] lr: 1.000e-05, eta: 17:30:12, time: 1.461, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0154, loss_rpn_bbox: 0.0215, loss_semantic_seg: 0.1402, s0.loss_cls: 0.1237, s0.acc: 95.2629, s0.loss_bbox: 0.0748, s0.loss_mask: 0.1765, s1.loss_cls: 0.0557, s1.acc: 95.7533, s1.loss_bbox: 0.0881, s1.loss_mask: 0.0840, s2.loss_cls: 0.0286, s2.acc: 95.6271, s2.loss_bbox: 0.0595, s2.loss_mask: 0.0399, loss: 0.9080 2022-06-08 19:43:16,624 - mmdet - INFO - Epoch [31][1500/7330] lr: 1.000e-05, eta: 17:28:58, time: 1.452, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0153, loss_rpn_bbox: 0.0202, loss_semantic_seg: 0.1428, s0.loss_cls: 0.1217, s0.acc: 95.3933, s0.loss_bbox: 0.0707, s0.loss_mask: 0.1721, s1.loss_cls: 0.0543, s1.acc: 95.9304, s1.loss_bbox: 0.0853, s1.loss_mask: 0.0820, s2.loss_cls: 0.0285, s2.acc: 95.7018, s2.loss_bbox: 0.0594, s2.loss_mask: 0.0392, loss: 0.8916 2022-06-08 19:44:30,240 - mmdet - INFO - Epoch [31][1550/7330] lr: 1.000e-05, eta: 17:27:44, time: 1.472, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0148, loss_rpn_bbox: 0.0209, loss_semantic_seg: 0.1413, s0.loss_cls: 0.1182, s0.acc: 95.4714, s0.loss_bbox: 0.0714, s0.loss_mask: 0.1713, s1.loss_cls: 0.0531, s1.acc: 95.9868, s1.loss_bbox: 0.0841, s1.loss_mask: 0.0821, s2.loss_cls: 0.0272, s2.acc: 95.8585, s2.loss_bbox: 0.0571, s2.loss_mask: 0.0388, loss: 0.8803 2022-06-08 19:45:43,579 - mmdet - INFO - Epoch [31][1600/7330] lr: 1.000e-05, eta: 17:26:29, time: 1.468, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0141, loss_rpn_bbox: 0.0212, loss_semantic_seg: 0.1343, s0.loss_cls: 0.1198, s0.acc: 95.4489, s0.loss_bbox: 0.0723, s0.loss_mask: 0.1700, s1.loss_cls: 0.0530, s1.acc: 95.9696, s1.loss_bbox: 0.0853, s1.loss_mask: 0.0804, s2.loss_cls: 0.0270, s2.acc: 95.8036, s2.loss_bbox: 0.0593, s2.loss_mask: 0.0385, loss: 0.8752 2022-06-08 19:46:58,131 - mmdet - INFO - Epoch [31][1650/7330] lr: 1.000e-05, eta: 17:25:15, time: 1.491, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0159, loss_rpn_bbox: 0.0205, loss_semantic_seg: 0.1368, s0.loss_cls: 0.1285, s0.acc: 94.9995, s0.loss_bbox: 0.0780, s0.loss_mask: 0.1810, s1.loss_cls: 0.0571, s1.acc: 95.5479, s1.loss_bbox: 0.0920, s1.loss_mask: 0.0858, s2.loss_cls: 0.0296, s2.acc: 95.3266, s2.loss_bbox: 0.0632, s2.loss_mask: 0.0408, loss: 0.9294 2022-06-08 19:48:11,169 - mmdet - INFO - Epoch [31][1700/7330] lr: 1.000e-05, eta: 17:24:01, time: 1.461, data_time: 0.020, memory: 64799, loss_rpn_cls: 0.0155, loss_rpn_bbox: 0.0213, loss_semantic_seg: 0.1402, s0.loss_cls: 0.1284, s0.acc: 95.1824, s0.loss_bbox: 0.0741, s0.loss_mask: 0.1729, s1.loss_cls: 0.0582, s1.acc: 95.6730, s1.loss_bbox: 0.0880, s1.loss_mask: 0.0814, s2.loss_cls: 0.0299, s2.acc: 95.5139, s2.loss_bbox: 0.0602, s2.loss_mask: 0.0387, loss: 0.9090 2022-06-08 19:49:24,435 - mmdet - INFO - Epoch [31][1750/7330] lr: 1.000e-05, eta: 17:22:47, time: 1.465, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0155, loss_rpn_bbox: 0.0222, loss_semantic_seg: 0.1292, s0.loss_cls: 0.1157, s0.acc: 95.6077, s0.loss_bbox: 0.0702, s0.loss_mask: 0.1698, s1.loss_cls: 0.0514, s1.acc: 96.1225, s1.loss_bbox: 0.0839, s1.loss_mask: 0.0807, s2.loss_cls: 0.0267, s2.acc: 95.8248, s2.loss_bbox: 0.0582, s2.loss_mask: 0.0384, loss: 0.8619 2022-06-08 19:50:37,250 - mmdet - INFO - Epoch [31][1800/7330] lr: 1.000e-05, eta: 17:21:32, time: 1.456, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0141, loss_rpn_bbox: 0.0219, loss_semantic_seg: 0.1363, s0.loss_cls: 0.1306, s0.acc: 95.0959, s0.loss_bbox: 0.0795, s0.loss_mask: 0.1827, s1.loss_cls: 0.0576, s1.acc: 95.7076, s1.loss_bbox: 0.0946, s1.loss_mask: 0.0870, s2.loss_cls: 0.0303, s2.acc: 95.2804, s2.loss_bbox: 0.0624, s2.loss_mask: 0.0411, loss: 0.9381 2022-06-08 19:51:50,904 - mmdet - INFO - Epoch [31][1850/7330] lr: 1.000e-05, eta: 17:20:18, time: 1.473, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0174, loss_rpn_bbox: 0.0235, loss_semantic_seg: 0.1348, s0.loss_cls: 0.1329, s0.acc: 95.0110, s0.loss_bbox: 0.0771, s0.loss_mask: 0.1791, s1.loss_cls: 0.0585, s1.acc: 95.5631, s1.loss_bbox: 0.0918, s1.loss_mask: 0.0848, s2.loss_cls: 0.0298, s2.acc: 95.4680, s2.loss_bbox: 0.0618, s2.loss_mask: 0.0402, loss: 0.9316 2022-06-08 19:53:04,397 - mmdet - INFO - Epoch [31][1900/7330] lr: 1.000e-05, eta: 17:19:04, time: 1.469, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0168, loss_rpn_bbox: 0.0228, loss_semantic_seg: 0.1376, s0.loss_cls: 0.1270, s0.acc: 95.1777, s0.loss_bbox: 0.0749, s0.loss_mask: 0.1748, s1.loss_cls: 0.0565, s1.acc: 95.7526, s1.loss_bbox: 0.0869, s1.loss_mask: 0.0827, s2.loss_cls: 0.0291, s2.acc: 95.5687, s2.loss_bbox: 0.0592, s2.loss_mask: 0.0392, loss: 0.9076 2022-06-08 19:54:17,469 - mmdet - INFO - Epoch [31][1950/7330] lr: 1.000e-05, eta: 17:17:50, time: 1.462, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0148, loss_rpn_bbox: 0.0216, loss_semantic_seg: 0.1435, s0.loss_cls: 0.1229, s0.acc: 95.3428, s0.loss_bbox: 0.0729, s0.loss_mask: 0.1725, s1.loss_cls: 0.0541, s1.acc: 95.9344, s1.loss_bbox: 0.0872, s1.loss_mask: 0.0822, s2.loss_cls: 0.0275, s2.acc: 95.7646, s2.loss_bbox: 0.0596, s2.loss_mask: 0.0391, loss: 0.8979 2022-06-08 19:55:30,639 - mmdet - INFO - Epoch [31][2000/7330] lr: 1.000e-05, eta: 17:16:36, time: 1.463, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0153, loss_rpn_bbox: 0.0219, loss_semantic_seg: 0.1384, s0.loss_cls: 0.1265, s0.acc: 95.1509, s0.loss_bbox: 0.0766, s0.loss_mask: 0.1793, s1.loss_cls: 0.0570, s1.acc: 95.6215, s1.loss_bbox: 0.0907, s1.loss_mask: 0.0844, s2.loss_cls: 0.0294, s2.acc: 95.4182, s2.loss_bbox: 0.0600, s2.loss_mask: 0.0403, loss: 0.9198 2022-06-08 19:56:44,157 - mmdet - INFO - Epoch [31][2050/7330] lr: 1.000e-05, eta: 17:15:21, time: 1.471, data_time: 0.012, memory: 64799, loss_rpn_cls: 0.0140, loss_rpn_bbox: 0.0211, loss_semantic_seg: 0.1334, s0.loss_cls: 0.1221, s0.acc: 95.3931, s0.loss_bbox: 0.0761, s0.loss_mask: 0.1752, s1.loss_cls: 0.0541, s1.acc: 95.9719, s1.loss_bbox: 0.0896, s1.loss_mask: 0.0833, s2.loss_cls: 0.0281, s2.acc: 95.7121, s2.loss_bbox: 0.0598, s2.loss_mask: 0.0394, loss: 0.8963 2022-06-08 19:57:57,894 - mmdet - INFO - Exp name: htc++_beit_adapter_v2_large_fpn_3x_coco.py 2022-06-08 19:57:57,895 - mmdet - INFO - Epoch [31][2100/7330] lr: 1.000e-05, eta: 17:14:07, time: 1.475, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0159, loss_rpn_bbox: 0.0212, loss_semantic_seg: 0.1367, s0.loss_cls: 0.1259, s0.acc: 95.2471, s0.loss_bbox: 0.0763, s0.loss_mask: 0.1729, s1.loss_cls: 0.0565, s1.acc: 95.7652, s1.loss_bbox: 0.0901, s1.loss_mask: 0.0821, s2.loss_cls: 0.0291, s2.acc: 95.5278, s2.loss_bbox: 0.0602, s2.loss_mask: 0.0389, loss: 0.9059 2022-06-08 19:59:10,800 - mmdet - INFO - Epoch [31][2150/7330] lr: 1.000e-05, eta: 17:12:53, time: 1.458, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0144, loss_rpn_bbox: 0.0215, loss_semantic_seg: 0.1360, s0.loss_cls: 0.1214, s0.acc: 95.4277, s0.loss_bbox: 0.0721, s0.loss_mask: 0.1699, s1.loss_cls: 0.0533, s1.acc: 95.9640, s1.loss_bbox: 0.0833, s1.loss_mask: 0.0805, s2.loss_cls: 0.0271, s2.acc: 95.8295, s2.loss_bbox: 0.0569, s2.loss_mask: 0.0385, loss: 0.8749 2022-06-08 20:00:23,872 - mmdet - INFO - Epoch [31][2200/7330] lr: 1.000e-05, eta: 17:11:39, time: 1.461, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0143, loss_rpn_bbox: 0.0220, loss_semantic_seg: 0.1359, s0.loss_cls: 0.1271, s0.acc: 95.1482, s0.loss_bbox: 0.0741, s0.loss_mask: 0.1684, s1.loss_cls: 0.0567, s1.acc: 95.6865, s1.loss_bbox: 0.0846, s1.loss_mask: 0.0799, s2.loss_cls: 0.0291, s2.acc: 95.6062, s2.loss_bbox: 0.0574, s2.loss_mask: 0.0379, loss: 0.8877 2022-06-08 20:01:37,283 - mmdet - INFO - Epoch [31][2250/7330] lr: 1.000e-05, eta: 17:10:25, time: 1.468, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0147, loss_rpn_bbox: 0.0213, loss_semantic_seg: 0.1313, s0.loss_cls: 0.1266, s0.acc: 95.1628, s0.loss_bbox: 0.0738, s0.loss_mask: 0.1757, s1.loss_cls: 0.0559, s1.acc: 95.7908, s1.loss_bbox: 0.0893, s1.loss_mask: 0.0835, s2.loss_cls: 0.0288, s2.acc: 95.6498, s2.loss_bbox: 0.0606, s2.loss_mask: 0.0394, loss: 0.9011 2022-06-08 20:02:49,808 - mmdet - INFO - Epoch [31][2300/7330] lr: 1.000e-05, eta: 17:09:10, time: 1.450, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0131, loss_rpn_bbox: 0.0213, loss_semantic_seg: 0.1367, s0.loss_cls: 0.1247, s0.acc: 95.2246, s0.loss_bbox: 0.0720, s0.loss_mask: 0.1696, s1.loss_cls: 0.0549, s1.acc: 95.7398, s1.loss_bbox: 0.0844, s1.loss_mask: 0.0808, s2.loss_cls: 0.0281, s2.acc: 95.6211, s2.loss_bbox: 0.0584, s2.loss_mask: 0.0387, loss: 0.8828 2022-06-08 20:04:03,300 - mmdet - INFO - Epoch [31][2350/7330] lr: 1.000e-05, eta: 17:07:56, time: 1.470, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0155, loss_rpn_bbox: 0.0227, loss_semantic_seg: 0.1348, s0.loss_cls: 0.1246, s0.acc: 95.2234, s0.loss_bbox: 0.0750, s0.loss_mask: 0.1730, s1.loss_cls: 0.0564, s1.acc: 95.7567, s1.loss_bbox: 0.0862, s1.loss_mask: 0.0820, s2.loss_cls: 0.0291, s2.acc: 95.5396, s2.loss_bbox: 0.0602, s2.loss_mask: 0.0390, loss: 0.8986 2022-06-08 20:05:16,832 - mmdet - INFO - Epoch [31][2400/7330] lr: 1.000e-05, eta: 17:06:42, time: 1.470, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0146, loss_rpn_bbox: 0.0210, loss_semantic_seg: 0.1331, s0.loss_cls: 0.1211, s0.acc: 95.3657, s0.loss_bbox: 0.0722, s0.loss_mask: 0.1715, s1.loss_cls: 0.0546, s1.acc: 95.9056, s1.loss_bbox: 0.0846, s1.loss_mask: 0.0813, s2.loss_cls: 0.0280, s2.acc: 95.6948, s2.loss_bbox: 0.0578, s2.loss_mask: 0.0385, loss: 0.8784 2022-06-08 20:06:30,980 - mmdet - INFO - Epoch [31][2450/7330] lr: 1.000e-05, eta: 17:05:28, time: 1.483, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0156, loss_rpn_bbox: 0.0232, loss_semantic_seg: 0.1390, s0.loss_cls: 0.1277, s0.acc: 95.0942, s0.loss_bbox: 0.0762, s0.loss_mask: 0.1762, s1.loss_cls: 0.0564, s1.acc: 95.6953, s1.loss_bbox: 0.0891, s1.loss_mask: 0.0840, s2.loss_cls: 0.0294, s2.acc: 95.3746, s2.loss_bbox: 0.0612, s2.loss_mask: 0.0400, loss: 0.9181 2022-06-08 20:07:45,041 - mmdet - INFO - Epoch [31][2500/7330] lr: 1.000e-05, eta: 17:04:14, time: 1.481, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0132, loss_rpn_bbox: 0.0199, loss_semantic_seg: 0.1356, s0.loss_cls: 0.1185, s0.acc: 95.4517, s0.loss_bbox: 0.0709, s0.loss_mask: 0.1658, s1.loss_cls: 0.0537, s1.acc: 95.9022, s1.loss_bbox: 0.0849, s1.loss_mask: 0.0787, s2.loss_cls: 0.0275, s2.acc: 95.7296, s2.loss_bbox: 0.0594, s2.loss_mask: 0.0374, loss: 0.8654 2022-06-08 20:08:57,342 - mmdet - INFO - Epoch [31][2550/7330] lr: 1.000e-05, eta: 17:02:59, time: 1.446, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0154, loss_rpn_bbox: 0.0214, loss_semantic_seg: 0.1277, s0.loss_cls: 0.1297, s0.acc: 95.0422, s0.loss_bbox: 0.0764, s0.loss_mask: 0.1774, s1.loss_cls: 0.0582, s1.acc: 95.5883, s1.loss_bbox: 0.0888, s1.loss_mask: 0.0836, s2.loss_cls: 0.0298, s2.acc: 95.3837, s2.loss_bbox: 0.0594, s2.loss_mask: 0.0397, loss: 0.9073 2022-06-08 20:10:10,803 - mmdet - INFO - Epoch [31][2600/7330] lr: 1.000e-05, eta: 17:01:45, time: 1.469, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0144, loss_rpn_bbox: 0.0203, loss_semantic_seg: 0.1399, s0.loss_cls: 0.1293, s0.acc: 95.1423, s0.loss_bbox: 0.0752, s0.loss_mask: 0.1792, s1.loss_cls: 0.0580, s1.acc: 95.7627, s1.loss_bbox: 0.0881, s1.loss_mask: 0.0846, s2.loss_cls: 0.0299, s2.acc: 95.4947, s2.loss_bbox: 0.0587, s2.loss_mask: 0.0401, loss: 0.9178 2022-06-08 20:11:24,072 - mmdet - INFO - Epoch [31][2650/7330] lr: 1.000e-05, eta: 17:00:31, time: 1.465, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0145, loss_rpn_bbox: 0.0216, loss_semantic_seg: 0.1378, s0.loss_cls: 0.1253, s0.acc: 95.2029, s0.loss_bbox: 0.0745, s0.loss_mask: 0.1743, s1.loss_cls: 0.0558, s1.acc: 95.8081, s1.loss_bbox: 0.0907, s1.loss_mask: 0.0825, s2.loss_cls: 0.0290, s2.acc: 95.5648, s2.loss_bbox: 0.0621, s2.loss_mask: 0.0391, loss: 0.9073 2022-06-08 20:12:38,136 - mmdet - INFO - Epoch [31][2700/7330] lr: 1.000e-05, eta: 16:59:17, time: 1.481, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0139, loss_rpn_bbox: 0.0213, loss_semantic_seg: 0.1373, s0.loss_cls: 0.1253, s0.acc: 95.2031, s0.loss_bbox: 0.0738, s0.loss_mask: 0.1784, s1.loss_cls: 0.0566, s1.acc: 95.7100, s1.loss_bbox: 0.0881, s1.loss_mask: 0.0847, s2.loss_cls: 0.0289, s2.acc: 95.4683, s2.loss_bbox: 0.0606, s2.loss_mask: 0.0401, loss: 0.9091 2022-06-08 20:13:50,514 - mmdet - INFO - Epoch [31][2750/7330] lr: 1.000e-05, eta: 16:58:02, time: 1.446, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0155, loss_rpn_bbox: 0.0210, loss_semantic_seg: 0.1446, s0.loss_cls: 0.1308, s0.acc: 95.0334, s0.loss_bbox: 0.0749, s0.loss_mask: 0.1759, s1.loss_cls: 0.0586, s1.acc: 95.6399, s1.loss_bbox: 0.0889, s1.loss_mask: 0.0838, s2.loss_cls: 0.0307, s2.acc: 95.4017, s2.loss_bbox: 0.0624, s2.loss_mask: 0.0397, loss: 0.9268 2022-06-08 20:15:03,537 - mmdet - INFO - Epoch [31][2800/7330] lr: 1.000e-05, eta: 16:56:48, time: 1.462, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0164, loss_rpn_bbox: 0.0240, loss_semantic_seg: 0.1421, s0.loss_cls: 0.1287, s0.acc: 95.0679, s0.loss_bbox: 0.0753, s0.loss_mask: 0.1715, s1.loss_cls: 0.0579, s1.acc: 95.5711, s1.loss_bbox: 0.0875, s1.loss_mask: 0.0815, s2.loss_cls: 0.0292, s2.acc: 95.4769, s2.loss_bbox: 0.0602, s2.loss_mask: 0.0389, loss: 0.9131 2022-06-08 20:16:17,370 - mmdet - INFO - Epoch [31][2850/7330] lr: 1.000e-05, eta: 16:55:34, time: 1.476, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0164, loss_rpn_bbox: 0.0226, loss_semantic_seg: 0.1363, s0.loss_cls: 0.1275, s0.acc: 95.0857, s0.loss_bbox: 0.0738, s0.loss_mask: 0.1746, s1.loss_cls: 0.0573, s1.acc: 95.6467, s1.loss_bbox: 0.0889, s1.loss_mask: 0.0831, s2.loss_cls: 0.0291, s2.acc: 95.4453, s2.loss_bbox: 0.0602, s2.loss_mask: 0.0393, loss: 0.9090 2022-06-08 20:17:29,719 - mmdet - INFO - Epoch [31][2900/7330] lr: 1.000e-05, eta: 16:54:20, time: 1.447, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0144, loss_rpn_bbox: 0.0220, loss_semantic_seg: 0.1357, s0.loss_cls: 0.1257, s0.acc: 95.2698, s0.loss_bbox: 0.0756, s0.loss_mask: 0.1793, s1.loss_cls: 0.0561, s1.acc: 95.7545, s1.loss_bbox: 0.0913, s1.loss_mask: 0.0848, s2.loss_cls: 0.0287, s2.acc: 95.5584, s2.loss_bbox: 0.0616, s2.loss_mask: 0.0402, loss: 0.9154 2022-06-08 20:18:42,878 - mmdet - INFO - Epoch [31][2950/7330] lr: 1.000e-05, eta: 16:53:05, time: 1.463, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0136, loss_rpn_bbox: 0.0203, loss_semantic_seg: 0.1315, s0.loss_cls: 0.1202, s0.acc: 95.4661, s0.loss_bbox: 0.0727, s0.loss_mask: 0.1696, s1.loss_cls: 0.0531, s1.acc: 96.0132, s1.loss_bbox: 0.0867, s1.loss_mask: 0.0808, s2.loss_cls: 0.0273, s2.acc: 95.8208, s2.loss_bbox: 0.0580, s2.loss_mask: 0.0382, loss: 0.8720 2022-06-08 20:19:55,244 - mmdet - INFO - Epoch [31][3000/7330] lr: 1.000e-05, eta: 16:51:51, time: 1.447, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0153, loss_rpn_bbox: 0.0206, loss_semantic_seg: 0.1357, s0.loss_cls: 0.1277, s0.acc: 95.1404, s0.loss_bbox: 0.0737, s0.loss_mask: 0.1763, s1.loss_cls: 0.0574, s1.acc: 95.6340, s1.loss_bbox: 0.0873, s1.loss_mask: 0.0840, s2.loss_cls: 0.0292, s2.acc: 95.4807, s2.loss_bbox: 0.0591, s2.loss_mask: 0.0398, loss: 0.9061 2022-06-08 20:21:08,202 - mmdet - INFO - Epoch [31][3050/7330] lr: 1.000e-05, eta: 16:50:37, time: 1.460, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0156, loss_rpn_bbox: 0.0214, loss_semantic_seg: 0.1351, s0.loss_cls: 0.1251, s0.acc: 95.2883, s0.loss_bbox: 0.0703, s0.loss_mask: 0.1733, s1.loss_cls: 0.0555, s1.acc: 95.8448, s1.loss_bbox: 0.0838, s1.loss_mask: 0.0819, s2.loss_cls: 0.0282, s2.acc: 95.7569, s2.loss_bbox: 0.0590, s2.loss_mask: 0.0388, loss: 0.8879 2022-06-08 20:22:21,823 - mmdet - INFO - Exp name: htc++_beit_adapter_v2_large_fpn_3x_coco.py 2022-06-08 20:22:21,824 - mmdet - INFO - Epoch [31][3100/7330] lr: 1.000e-05, eta: 16:49:22, time: 1.472, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0147, loss_rpn_bbox: 0.0216, loss_semantic_seg: 0.1331, s0.loss_cls: 0.1285, s0.acc: 95.1738, s0.loss_bbox: 0.0749, s0.loss_mask: 0.1727, s1.loss_cls: 0.0583, s1.acc: 95.6140, s1.loss_bbox: 0.0878, s1.loss_mask: 0.0821, s2.loss_cls: 0.0299, s2.acc: 95.3412, s2.loss_bbox: 0.0593, s2.loss_mask: 0.0388, loss: 0.9018 2022-06-08 20:23:34,629 - mmdet - INFO - Epoch [31][3150/7330] lr: 1.000e-05, eta: 16:48:08, time: 1.456, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0175, loss_rpn_bbox: 0.0219, loss_semantic_seg: 0.1307, s0.loss_cls: 0.1276, s0.acc: 95.1995, s0.loss_bbox: 0.0760, s0.loss_mask: 0.1785, s1.loss_cls: 0.0569, s1.acc: 95.7162, s1.loss_bbox: 0.0886, s1.loss_mask: 0.0846, s2.loss_cls: 0.0287, s2.acc: 95.6367, s2.loss_bbox: 0.0606, s2.loss_mask: 0.0401, loss: 0.9118 2022-06-08 20:24:48,463 - mmdet - INFO - Epoch [31][3200/7330] lr: 1.000e-05, eta: 16:46:54, time: 1.477, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0168, loss_rpn_bbox: 0.0212, loss_semantic_seg: 0.1421, s0.loss_cls: 0.1297, s0.acc: 95.0610, s0.loss_bbox: 0.0760, s0.loss_mask: 0.1789, s1.loss_cls: 0.0588, s1.acc: 95.5774, s1.loss_bbox: 0.0909, s1.loss_mask: 0.0849, s2.loss_cls: 0.0302, s2.acc: 95.4659, s2.loss_bbox: 0.0612, s2.loss_mask: 0.0402, loss: 0.9307 2022-06-08 20:26:02,323 - mmdet - INFO - Epoch [31][3250/7330] lr: 1.000e-05, eta: 16:45:40, time: 1.477, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0158, loss_rpn_bbox: 0.0210, loss_semantic_seg: 0.1393, s0.loss_cls: 0.1215, s0.acc: 95.2942, s0.loss_bbox: 0.0741, s0.loss_mask: 0.1767, s1.loss_cls: 0.0533, s1.acc: 95.8290, s1.loss_bbox: 0.0878, s1.loss_mask: 0.0840, s2.loss_cls: 0.0278, s2.acc: 95.6113, s2.loss_bbox: 0.0600, s2.loss_mask: 0.0398, loss: 0.9010 2022-06-08 20:27:15,120 - mmdet - INFO - Epoch [31][3300/7330] lr: 1.000e-05, eta: 16:44:26, time: 1.456, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0138, loss_rpn_bbox: 0.0204, loss_semantic_seg: 0.1390, s0.loss_cls: 0.1227, s0.acc: 95.2810, s0.loss_bbox: 0.0713, s0.loss_mask: 0.1738, s1.loss_cls: 0.0549, s1.acc: 95.7743, s1.loss_bbox: 0.0835, s1.loss_mask: 0.0825, s2.loss_cls: 0.0286, s2.acc: 95.5658, s2.loss_bbox: 0.0583, s2.loss_mask: 0.0395, loss: 0.8885 2022-06-08 20:28:27,914 - mmdet - INFO - Epoch [31][3350/7330] lr: 1.000e-05, eta: 16:43:11, time: 1.453, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0162, loss_rpn_bbox: 0.0222, loss_semantic_seg: 0.1404, s0.loss_cls: 0.1313, s0.acc: 94.9267, s0.loss_bbox: 0.0800, s0.loss_mask: 0.1844, s1.loss_cls: 0.0590, s1.acc: 95.5150, s1.loss_bbox: 0.0945, s1.loss_mask: 0.0870, s2.loss_cls: 0.0302, s2.acc: 95.2683, s2.loss_bbox: 0.0631, s2.loss_mask: 0.0412, loss: 0.9495 2022-06-08 20:29:41,780 - mmdet - INFO - Epoch [31][3400/7330] lr: 1.000e-05, eta: 16:41:57, time: 1.480, data_time: 0.020, memory: 64799, loss_rpn_cls: 0.0163, loss_rpn_bbox: 0.0236, loss_semantic_seg: 0.1335, s0.loss_cls: 0.1278, s0.acc: 95.0576, s0.loss_bbox: 0.0784, s0.loss_mask: 0.1802, s1.loss_cls: 0.0577, s1.acc: 95.5905, s1.loss_bbox: 0.0930, s1.loss_mask: 0.0856, s2.loss_cls: 0.0296, s2.acc: 95.4332, s2.loss_bbox: 0.0636, s2.loss_mask: 0.0406, loss: 0.9299 2022-06-08 20:30:54,097 - mmdet - INFO - Epoch [31][3450/7330] lr: 1.000e-05, eta: 16:40:43, time: 1.446, data_time: 0.012, memory: 64799, loss_rpn_cls: 0.0140, loss_rpn_bbox: 0.0214, loss_semantic_seg: 0.1439, s0.loss_cls: 0.1231, s0.acc: 95.3291, s0.loss_bbox: 0.0705, s0.loss_mask: 0.1681, s1.loss_cls: 0.0552, s1.acc: 95.8169, s1.loss_bbox: 0.0819, s1.loss_mask: 0.0797, s2.loss_cls: 0.0279, s2.acc: 95.6596, s2.loss_bbox: 0.0563, s2.loss_mask: 0.0381, loss: 0.8802 2022-06-08 20:32:07,070 - mmdet - INFO - Epoch [31][3500/7330] lr: 1.000e-05, eta: 16:39:29, time: 1.459, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0163, loss_rpn_bbox: 0.0229, loss_semantic_seg: 0.1385, s0.loss_cls: 0.1309, s0.acc: 95.0327, s0.loss_bbox: 0.0751, s0.loss_mask: 0.1770, s1.loss_cls: 0.0590, s1.acc: 95.5606, s1.loss_bbox: 0.0879, s1.loss_mask: 0.0837, s2.loss_cls: 0.0298, s2.acc: 95.4721, s2.loss_bbox: 0.0606, s2.loss_mask: 0.0397, loss: 0.9213 2022-06-08 20:33:19,101 - mmdet - INFO - Epoch [31][3550/7330] lr: 1.000e-05, eta: 16:38:14, time: 1.441, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0143, loss_rpn_bbox: 0.0220, loss_semantic_seg: 0.1346, s0.loss_cls: 0.1253, s0.acc: 95.2324, s0.loss_bbox: 0.0742, s0.loss_mask: 0.1789, s1.loss_cls: 0.0565, s1.acc: 95.6528, s1.loss_bbox: 0.0890, s1.loss_mask: 0.0844, s2.loss_cls: 0.0286, s2.acc: 95.5601, s2.loss_bbox: 0.0624, s2.loss_mask: 0.0401, loss: 0.9103 2022-06-08 20:34:31,878 - mmdet - INFO - Epoch [31][3600/7330] lr: 1.000e-05, eta: 16:37:00, time: 1.456, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0144, loss_rpn_bbox: 0.0193, loss_semantic_seg: 0.1313, s0.loss_cls: 0.1176, s0.acc: 95.5234, s0.loss_bbox: 0.0723, s0.loss_mask: 0.1691, s1.loss_cls: 0.0519, s1.acc: 96.0594, s1.loss_bbox: 0.0852, s1.loss_mask: 0.0805, s2.loss_cls: 0.0274, s2.acc: 95.8517, s2.loss_bbox: 0.0566, s2.loss_mask: 0.0381, loss: 0.8639 2022-06-08 20:35:44,274 - mmdet - INFO - Epoch [31][3650/7330] lr: 1.000e-05, eta: 16:35:45, time: 1.448, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0150, loss_rpn_bbox: 0.0217, loss_semantic_seg: 0.1373, s0.loss_cls: 0.1272, s0.acc: 95.1770, s0.loss_bbox: 0.0709, s0.loss_mask: 0.1680, s1.loss_cls: 0.0573, s1.acc: 95.6946, s1.loss_bbox: 0.0841, s1.loss_mask: 0.0797, s2.loss_cls: 0.0299, s2.acc: 95.4462, s2.loss_bbox: 0.0576, s2.loss_mask: 0.0381, loss: 0.8869 2022-06-08 20:36:57,366 - mmdet - INFO - Epoch [31][3700/7330] lr: 1.000e-05, eta: 16:34:31, time: 1.462, data_time: 0.012, memory: 64799, loss_rpn_cls: 0.0173, loss_rpn_bbox: 0.0227, loss_semantic_seg: 0.1393, s0.loss_cls: 0.1311, s0.acc: 94.9441, s0.loss_bbox: 0.0792, s0.loss_mask: 0.1807, s1.loss_cls: 0.0594, s1.acc: 95.4418, s1.loss_bbox: 0.0918, s1.loss_mask: 0.0853, s2.loss_cls: 0.0304, s2.acc: 95.3042, s2.loss_bbox: 0.0629, s2.loss_mask: 0.0405, loss: 0.9405 2022-06-08 20:38:10,978 - mmdet - INFO - Epoch [31][3750/7330] lr: 1.000e-05, eta: 16:33:17, time: 1.473, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0164, loss_rpn_bbox: 0.0214, loss_semantic_seg: 0.1397, s0.loss_cls: 0.1298, s0.acc: 95.0059, s0.loss_bbox: 0.0770, s0.loss_mask: 0.1800, s1.loss_cls: 0.0582, s1.acc: 95.6027, s1.loss_bbox: 0.0917, s1.loss_mask: 0.0856, s2.loss_cls: 0.0298, s2.acc: 95.3309, s2.loss_bbox: 0.0618, s2.loss_mask: 0.0406, loss: 0.9321 2022-06-08 20:39:22,908 - mmdet - INFO - Epoch [31][3800/7330] lr: 1.000e-05, eta: 16:32:03, time: 1.438, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0186, loss_rpn_bbox: 0.0225, loss_semantic_seg: 0.1360, s0.loss_cls: 0.1283, s0.acc: 95.1497, s0.loss_bbox: 0.0739, s0.loss_mask: 0.1708, s1.loss_cls: 0.0567, s1.acc: 95.7773, s1.loss_bbox: 0.0876, s1.loss_mask: 0.0809, s2.loss_cls: 0.0294, s2.acc: 95.5499, s2.loss_bbox: 0.0592, s2.loss_mask: 0.0385, loss: 0.9026 2022-06-08 20:40:36,026 - mmdet - INFO - Epoch [31][3850/7330] lr: 1.000e-05, eta: 16:30:48, time: 1.462, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0187, loss_rpn_bbox: 0.0228, loss_semantic_seg: 0.1356, s0.loss_cls: 0.1379, s0.acc: 94.8481, s0.loss_bbox: 0.0776, s0.loss_mask: 0.1755, s1.loss_cls: 0.0620, s1.acc: 95.3957, s1.loss_bbox: 0.0896, s1.loss_mask: 0.0829, s2.loss_cls: 0.0315, s2.acc: 95.3075, s2.loss_bbox: 0.0599, s2.loss_mask: 0.0394, loss: 0.9337 2022-06-08 20:41:48,239 - mmdet - INFO - Epoch [31][3900/7330] lr: 1.000e-05, eta: 16:29:34, time: 1.444, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0170, loss_rpn_bbox: 0.0217, loss_semantic_seg: 0.1336, s0.loss_cls: 0.1289, s0.acc: 95.0344, s0.loss_bbox: 0.0750, s0.loss_mask: 0.1778, s1.loss_cls: 0.0583, s1.acc: 95.5445, s1.loss_bbox: 0.0883, s1.loss_mask: 0.0842, s2.loss_cls: 0.0296, s2.acc: 95.4176, s2.loss_bbox: 0.0577, s2.loss_mask: 0.0400, loss: 0.9119 2022-06-08 20:43:00,736 - mmdet - INFO - Epoch [31][3950/7330] lr: 1.000e-05, eta: 16:28:20, time: 1.451, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0147, loss_rpn_bbox: 0.0212, loss_semantic_seg: 0.1365, s0.loss_cls: 0.1203, s0.acc: 95.4380, s0.loss_bbox: 0.0728, s0.loss_mask: 0.1745, s1.loss_cls: 0.0535, s1.acc: 96.0149, s1.loss_bbox: 0.0860, s1.loss_mask: 0.0831, s2.loss_cls: 0.0269, s2.acc: 95.9247, s2.loss_bbox: 0.0590, s2.loss_mask: 0.0396, loss: 0.8882 2022-06-08 20:44:14,215 - mmdet - INFO - Epoch [31][4000/7330] lr: 1.000e-05, eta: 16:27:05, time: 1.469, data_time: 0.022, memory: 64799, loss_rpn_cls: 0.0164, loss_rpn_bbox: 0.0229, loss_semantic_seg: 0.1405, s0.loss_cls: 0.1276, s0.acc: 95.1086, s0.loss_bbox: 0.0755, s0.loss_mask: 0.1713, s1.loss_cls: 0.0566, s1.acc: 95.6458, s1.loss_bbox: 0.0858, s1.loss_mask: 0.0813, s2.loss_cls: 0.0291, s2.acc: 95.3803, s2.loss_bbox: 0.0580, s2.loss_mask: 0.0387, loss: 0.9038 2022-06-08 20:45:27,095 - mmdet - INFO - Epoch [31][4050/7330] lr: 1.000e-05, eta: 16:25:51, time: 1.457, data_time: 0.022, memory: 64799, loss_rpn_cls: 0.0170, loss_rpn_bbox: 0.0218, loss_semantic_seg: 0.1408, s0.loss_cls: 0.1271, s0.acc: 95.2373, s0.loss_bbox: 0.0752, s0.loss_mask: 0.1721, s1.loss_cls: 0.0568, s1.acc: 95.7885, s1.loss_bbox: 0.0890, s1.loss_mask: 0.0817, s2.loss_cls: 0.0291, s2.acc: 95.5785, s2.loss_bbox: 0.0603, s2.loss_mask: 0.0388, loss: 0.9096 2022-06-08 20:46:39,383 - mmdet - INFO - Exp name: htc++_beit_adapter_v2_large_fpn_3x_coco.py 2022-06-08 20:46:39,388 - mmdet - INFO - Epoch [31][4100/7330] lr: 1.000e-05, eta: 16:24:37, time: 1.446, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0136, loss_rpn_bbox: 0.0199, loss_semantic_seg: 0.1437, s0.loss_cls: 0.1215, s0.acc: 95.4165, s0.loss_bbox: 0.0734, s0.loss_mask: 0.1749, s1.loss_cls: 0.0549, s1.acc: 95.8921, s1.loss_bbox: 0.0844, s1.loss_mask: 0.0828, s2.loss_cls: 0.0278, s2.acc: 95.7546, s2.loss_bbox: 0.0576, s2.loss_mask: 0.0393, loss: 0.8938 2022-06-08 20:47:52,343 - mmdet - INFO - Epoch [31][4150/7330] lr: 1.000e-05, eta: 16:23:22, time: 1.459, data_time: 0.011, memory: 64799, loss_rpn_cls: 0.0166, loss_rpn_bbox: 0.0227, loss_semantic_seg: 0.1372, s0.loss_cls: 0.1243, s0.acc: 95.2163, s0.loss_bbox: 0.0720, s0.loss_mask: 0.1688, s1.loss_cls: 0.0553, s1.acc: 95.7494, s1.loss_bbox: 0.0831, s1.loss_mask: 0.0803, s2.loss_cls: 0.0276, s2.acc: 95.7328, s2.loss_bbox: 0.0563, s2.loss_mask: 0.0383, loss: 0.8827 2022-06-08 20:49:05,410 - mmdet - INFO - Epoch [31][4200/7330] lr: 1.000e-05, eta: 16:22:08, time: 1.461, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0140, loss_rpn_bbox: 0.0213, loss_semantic_seg: 0.1393, s0.loss_cls: 0.1214, s0.acc: 95.3682, s0.loss_bbox: 0.0700, s0.loss_mask: 0.1669, s1.loss_cls: 0.0533, s1.acc: 96.0091, s1.loss_bbox: 0.0848, s1.loss_mask: 0.0797, s2.loss_cls: 0.0275, s2.acc: 95.7796, s2.loss_bbox: 0.0568, s2.loss_mask: 0.0378, loss: 0.8729 2022-06-08 20:50:18,752 - mmdet - INFO - Epoch [31][4250/7330] lr: 1.000e-05, eta: 16:20:54, time: 1.467, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0159, loss_rpn_bbox: 0.0211, loss_semantic_seg: 0.1321, s0.loss_cls: 0.1305, s0.acc: 95.0315, s0.loss_bbox: 0.0764, s0.loss_mask: 0.1775, s1.loss_cls: 0.0585, s1.acc: 95.5939, s1.loss_bbox: 0.0886, s1.loss_mask: 0.0833, s2.loss_cls: 0.0301, s2.acc: 95.3801, s2.loss_bbox: 0.0605, s2.loss_mask: 0.0396, loss: 0.9139 2022-06-08 20:51:31,256 - mmdet - INFO - Epoch [31][4300/7330] lr: 1.000e-05, eta: 16:19:40, time: 1.450, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0164, loss_rpn_bbox: 0.0218, loss_semantic_seg: 0.1372, s0.loss_cls: 0.1288, s0.acc: 95.0178, s0.loss_bbox: 0.0755, s0.loss_mask: 0.1780, s1.loss_cls: 0.0582, s1.acc: 95.5652, s1.loss_bbox: 0.0894, s1.loss_mask: 0.0846, s2.loss_cls: 0.0301, s2.acc: 95.2371, s2.loss_bbox: 0.0613, s2.loss_mask: 0.0401, loss: 0.9213 2022-06-08 20:52:44,359 - mmdet - INFO - Epoch [31][4350/7330] lr: 1.000e-05, eta: 16:18:25, time: 1.462, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0162, loss_rpn_bbox: 0.0207, loss_semantic_seg: 0.1356, s0.loss_cls: 0.1234, s0.acc: 95.2954, s0.loss_bbox: 0.0711, s0.loss_mask: 0.1725, s1.loss_cls: 0.0547, s1.acc: 95.9152, s1.loss_bbox: 0.0849, s1.loss_mask: 0.0818, s2.loss_cls: 0.0279, s2.acc: 95.7477, s2.loss_bbox: 0.0593, s2.loss_mask: 0.0389, loss: 0.8869 2022-06-08 20:53:57,651 - mmdet - INFO - Epoch [31][4400/7330] lr: 1.000e-05, eta: 16:17:11, time: 1.466, data_time: 0.025, memory: 64799, loss_rpn_cls: 0.0144, loss_rpn_bbox: 0.0214, loss_semantic_seg: 0.1388, s0.loss_cls: 0.1276, s0.acc: 95.1746, s0.loss_bbox: 0.0778, s0.loss_mask: 0.1823, s1.loss_cls: 0.0571, s1.acc: 95.7519, s1.loss_bbox: 0.0922, s1.loss_mask: 0.0867, s2.loss_cls: 0.0297, s2.acc: 95.5650, s2.loss_bbox: 0.0618, s2.loss_mask: 0.0408, loss: 0.9305 2022-06-08 20:55:10,647 - mmdet - INFO - Epoch [31][4450/7330] lr: 1.000e-05, eta: 16:15:57, time: 1.460, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0148, loss_rpn_bbox: 0.0205, loss_semantic_seg: 0.1367, s0.loss_cls: 0.1235, s0.acc: 95.3403, s0.loss_bbox: 0.0727, s0.loss_mask: 0.1741, s1.loss_cls: 0.0542, s1.acc: 95.9883, s1.loss_bbox: 0.0877, s1.loss_mask: 0.0831, s2.loss_cls: 0.0282, s2.acc: 95.7641, s2.loss_bbox: 0.0598, s2.loss_mask: 0.0397, loss: 0.8949 2022-06-08 20:56:23,293 - mmdet - INFO - Epoch [31][4500/7330] lr: 1.000e-05, eta: 16:14:43, time: 1.453, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0160, loss_rpn_bbox: 0.0222, loss_semantic_seg: 0.1437, s0.loss_cls: 0.1306, s0.acc: 95.0785, s0.loss_bbox: 0.0763, s0.loss_mask: 0.1760, s1.loss_cls: 0.0592, s1.acc: 95.5856, s1.loss_bbox: 0.0900, s1.loss_mask: 0.0833, s2.loss_cls: 0.0307, s2.acc: 95.3221, s2.loss_bbox: 0.0614, s2.loss_mask: 0.0395, loss: 0.9290 2022-06-08 20:57:36,594 - mmdet - INFO - Epoch [31][4550/7330] lr: 1.000e-05, eta: 16:13:28, time: 1.466, data_time: 0.020, memory: 64799, loss_rpn_cls: 0.0155, loss_rpn_bbox: 0.0213, loss_semantic_seg: 0.1347, s0.loss_cls: 0.1277, s0.acc: 95.1405, s0.loss_bbox: 0.0729, s0.loss_mask: 0.1749, s1.loss_cls: 0.0576, s1.acc: 95.5926, s1.loss_bbox: 0.0869, s1.loss_mask: 0.0832, s2.loss_cls: 0.0294, s2.acc: 95.4852, s2.loss_bbox: 0.0599, s2.loss_mask: 0.0396, loss: 0.9036 2022-06-08 20:58:50,314 - mmdet - INFO - Epoch [31][4600/7330] lr: 1.000e-05, eta: 16:12:14, time: 1.474, data_time: 0.023, memory: 64799, loss_rpn_cls: 0.0139, loss_rpn_bbox: 0.0219, loss_semantic_seg: 0.1412, s0.loss_cls: 0.1278, s0.acc: 95.1272, s0.loss_bbox: 0.0768, s0.loss_mask: 0.1729, s1.loss_cls: 0.0570, s1.acc: 95.7109, s1.loss_bbox: 0.0905, s1.loss_mask: 0.0820, s2.loss_cls: 0.0293, s2.acc: 95.5426, s2.loss_bbox: 0.0622, s2.loss_mask: 0.0393, loss: 0.9148 2022-06-08 21:00:03,563 - mmdet - INFO - Epoch [31][4650/7330] lr: 1.000e-05, eta: 16:11:00, time: 1.463, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0169, loss_rpn_bbox: 0.0238, loss_semantic_seg: 0.1415, s0.loss_cls: 0.1316, s0.acc: 94.9834, s0.loss_bbox: 0.0776, s0.loss_mask: 0.1745, s1.loss_cls: 0.0599, s1.acc: 95.4221, s1.loss_bbox: 0.0894, s1.loss_mask: 0.0825, s2.loss_cls: 0.0312, s2.acc: 95.1976, s2.loss_bbox: 0.0598, s2.loss_mask: 0.0391, loss: 0.9278 2022-06-08 21:01:17,668 - mmdet - INFO - Epoch [31][4700/7330] lr: 1.000e-05, eta: 16:09:46, time: 1.484, data_time: 0.020, memory: 64799, loss_rpn_cls: 0.0137, loss_rpn_bbox: 0.0210, loss_semantic_seg: 0.1403, s0.loss_cls: 0.1205, s0.acc: 95.4792, s0.loss_bbox: 0.0708, s0.loss_mask: 0.1737, s1.loss_cls: 0.0542, s1.acc: 95.9797, s1.loss_bbox: 0.0844, s1.loss_mask: 0.0836, s2.loss_cls: 0.0286, s2.acc: 95.6766, s2.loss_bbox: 0.0577, s2.loss_mask: 0.0392, loss: 0.8876 2022-06-08 21:02:31,268 - mmdet - INFO - Epoch [31][4750/7330] lr: 1.000e-05, eta: 16:08:32, time: 1.472, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0179, loss_rpn_bbox: 0.0240, loss_semantic_seg: 0.1373, s0.loss_cls: 0.1349, s0.acc: 94.9290, s0.loss_bbox: 0.0812, s0.loss_mask: 0.1801, s1.loss_cls: 0.0620, s1.acc: 95.3856, s1.loss_bbox: 0.0930, s1.loss_mask: 0.0852, s2.loss_cls: 0.0317, s2.acc: 95.1145, s2.loss_bbox: 0.0611, s2.loss_mask: 0.0401, loss: 0.9484 2022-06-08 21:03:44,069 - mmdet - INFO - Epoch [31][4800/7330] lr: 1.000e-05, eta: 16:07:18, time: 1.456, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0147, loss_rpn_bbox: 0.0200, loss_semantic_seg: 0.1327, s0.loss_cls: 0.1210, s0.acc: 95.3711, s0.loss_bbox: 0.0717, s0.loss_mask: 0.1729, s1.loss_cls: 0.0535, s1.acc: 95.9473, s1.loss_bbox: 0.0864, s1.loss_mask: 0.0819, s2.loss_cls: 0.0271, s2.acc: 95.7336, s2.loss_bbox: 0.0609, s2.loss_mask: 0.0390, loss: 0.8817 2022-06-08 21:04:56,547 - mmdet - INFO - Epoch [31][4850/7330] lr: 1.000e-05, eta: 16:06:03, time: 1.449, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0145, loss_rpn_bbox: 0.0215, loss_semantic_seg: 0.1391, s0.loss_cls: 0.1310, s0.acc: 94.9541, s0.loss_bbox: 0.0759, s0.loss_mask: 0.1765, s1.loss_cls: 0.0588, s1.acc: 95.5020, s1.loss_bbox: 0.0898, s1.loss_mask: 0.0830, s2.loss_cls: 0.0302, s2.acc: 95.3018, s2.loss_bbox: 0.0608, s2.loss_mask: 0.0396, loss: 0.9208 2022-06-08 21:06:09,074 - mmdet - INFO - Epoch [31][4900/7330] lr: 1.000e-05, eta: 16:04:49, time: 1.451, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0148, loss_rpn_bbox: 0.0214, loss_semantic_seg: 0.1361, s0.loss_cls: 0.1257, s0.acc: 95.2866, s0.loss_bbox: 0.0747, s0.loss_mask: 0.1739, s1.loss_cls: 0.0563, s1.acc: 95.8203, s1.loss_bbox: 0.0897, s1.loss_mask: 0.0832, s2.loss_cls: 0.0294, s2.acc: 95.4919, s2.loss_bbox: 0.0601, s2.loss_mask: 0.0396, loss: 0.9048 2022-06-08 21:07:21,641 - mmdet - INFO - Epoch [31][4950/7330] lr: 1.000e-05, eta: 16:03:35, time: 1.451, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0163, loss_rpn_bbox: 0.0205, loss_semantic_seg: 0.1372, s0.loss_cls: 0.1236, s0.acc: 95.3308, s0.loss_bbox: 0.0718, s0.loss_mask: 0.1746, s1.loss_cls: 0.0554, s1.acc: 95.8611, s1.loss_bbox: 0.0848, s1.loss_mask: 0.0827, s2.loss_cls: 0.0288, s2.acc: 95.5386, s2.loss_bbox: 0.0577, s2.loss_mask: 0.0391, loss: 0.8924 2022-06-08 21:08:34,199 - mmdet - INFO - Epoch [31][5000/7330] lr: 1.000e-05, eta: 16:02:20, time: 1.451, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0147, loss_rpn_bbox: 0.0205, loss_semantic_seg: 0.1333, s0.loss_cls: 0.1175, s0.acc: 95.5256, s0.loss_bbox: 0.0712, s0.loss_mask: 0.1730, s1.loss_cls: 0.0527, s1.acc: 95.9936, s1.loss_bbox: 0.0862, s1.loss_mask: 0.0822, s2.loss_cls: 0.0277, s2.acc: 95.7266, s2.loss_bbox: 0.0597, s2.loss_mask: 0.0391, loss: 0.8778 2022-06-08 21:09:47,350 - mmdet - INFO - Epoch [31][5050/7330] lr: 1.000e-05, eta: 16:01:06, time: 1.463, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0150, loss_rpn_bbox: 0.0218, loss_semantic_seg: 0.1382, s0.loss_cls: 0.1285, s0.acc: 95.1509, s0.loss_bbox: 0.0751, s0.loss_mask: 0.1753, s1.loss_cls: 0.0589, s1.acc: 95.6121, s1.loss_bbox: 0.0880, s1.loss_mask: 0.0829, s2.loss_cls: 0.0303, s2.acc: 95.4350, s2.loss_bbox: 0.0597, s2.loss_mask: 0.0394, loss: 0.9132 2022-06-08 21:11:00,569 - mmdet - INFO - Exp name: htc++_beit_adapter_v2_large_fpn_3x_coco.py 2022-06-08 21:11:00,572 - mmdet - INFO - Epoch [31][5100/7330] lr: 1.000e-05, eta: 15:59:52, time: 1.464, data_time: 0.011, memory: 64799, loss_rpn_cls: 0.0144, loss_rpn_bbox: 0.0210, loss_semantic_seg: 0.1402, s0.loss_cls: 0.1249, s0.acc: 95.2749, s0.loss_bbox: 0.0733, s0.loss_mask: 0.1751, s1.loss_cls: 0.0563, s1.acc: 95.7849, s1.loss_bbox: 0.0880, s1.loss_mask: 0.0833, s2.loss_cls: 0.0290, s2.acc: 95.5132, s2.loss_bbox: 0.0594, s2.loss_mask: 0.0394, loss: 0.9042 2022-06-08 21:12:15,212 - mmdet - INFO - Epoch [31][5150/7330] lr: 1.000e-05, eta: 15:58:38, time: 1.493, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0165, loss_rpn_bbox: 0.0226, loss_semantic_seg: 0.1338, s0.loss_cls: 0.1343, s0.acc: 94.7852, s0.loss_bbox: 0.0795, s0.loss_mask: 0.1807, s1.loss_cls: 0.0610, s1.acc: 95.2728, s1.loss_bbox: 0.0933, s1.loss_mask: 0.0857, s2.loss_cls: 0.0315, s2.acc: 95.0962, s2.loss_bbox: 0.0627, s2.loss_mask: 0.0407, loss: 0.9424 2022-06-08 21:13:28,736 - mmdet - INFO - Epoch [31][5200/7330] lr: 1.000e-05, eta: 15:57:24, time: 1.471, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0156, loss_rpn_bbox: 0.0216, loss_semantic_seg: 0.1367, s0.loss_cls: 0.1264, s0.acc: 95.2327, s0.loss_bbox: 0.0754, s0.loss_mask: 0.1783, s1.loss_cls: 0.0568, s1.acc: 95.7627, s1.loss_bbox: 0.0892, s1.loss_mask: 0.0850, s2.loss_cls: 0.0294, s2.acc: 95.5669, s2.loss_bbox: 0.0595, s2.loss_mask: 0.0397, loss: 0.9135 2022-06-08 21:14:41,725 - mmdet - INFO - Epoch [31][5250/7330] lr: 1.000e-05, eta: 15:56:10, time: 1.460, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0148, loss_rpn_bbox: 0.0213, loss_semantic_seg: 0.1385, s0.loss_cls: 0.1239, s0.acc: 95.2568, s0.loss_bbox: 0.0747, s0.loss_mask: 0.1733, s1.loss_cls: 0.0548, s1.acc: 95.7942, s1.loss_bbox: 0.0882, s1.loss_mask: 0.0822, s2.loss_cls: 0.0284, s2.acc: 95.5143, s2.loss_bbox: 0.0609, s2.loss_mask: 0.0389, loss: 0.9001 2022-06-08 21:15:54,952 - mmdet - INFO - Epoch [31][5300/7330] lr: 1.000e-05, eta: 15:54:55, time: 1.465, data_time: 0.012, memory: 64799, loss_rpn_cls: 0.0128, loss_rpn_bbox: 0.0215, loss_semantic_seg: 0.1318, s0.loss_cls: 0.1196, s0.acc: 95.4719, s0.loss_bbox: 0.0708, s0.loss_mask: 0.1705, s1.loss_cls: 0.0527, s1.acc: 96.0170, s1.loss_bbox: 0.0856, s1.loss_mask: 0.0813, s2.loss_cls: 0.0272, s2.acc: 95.7831, s2.loss_bbox: 0.0576, s2.loss_mask: 0.0385, loss: 0.8701 2022-06-08 21:17:08,198 - mmdet - INFO - Epoch [31][5350/7330] lr: 1.000e-05, eta: 15:53:41, time: 1.465, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0153, loss_rpn_bbox: 0.0211, loss_semantic_seg: 0.1344, s0.loss_cls: 0.1232, s0.acc: 95.3435, s0.loss_bbox: 0.0729, s0.loss_mask: 0.1749, s1.loss_cls: 0.0544, s1.acc: 95.8909, s1.loss_bbox: 0.0855, s1.loss_mask: 0.0829, s2.loss_cls: 0.0277, s2.acc: 95.7917, s2.loss_bbox: 0.0592, s2.loss_mask: 0.0394, loss: 0.8909 2022-06-08 21:18:20,529 - mmdet - INFO - Epoch [31][5400/7330] lr: 1.000e-05, eta: 15:52:27, time: 1.447, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0144, loss_rpn_bbox: 0.0200, loss_semantic_seg: 0.1371, s0.loss_cls: 0.1217, s0.acc: 95.4065, s0.loss_bbox: 0.0729, s0.loss_mask: 0.1757, s1.loss_cls: 0.0541, s1.acc: 95.8604, s1.loss_bbox: 0.0866, s1.loss_mask: 0.0830, s2.loss_cls: 0.0282, s2.acc: 95.6798, s2.loss_bbox: 0.0602, s2.loss_mask: 0.0392, loss: 0.8931 2022-06-08 21:19:33,921 - mmdet - INFO - Epoch [31][5450/7330] lr: 1.000e-05, eta: 15:51:13, time: 1.468, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0154, loss_rpn_bbox: 0.0229, loss_semantic_seg: 0.1396, s0.loss_cls: 0.1301, s0.acc: 94.9983, s0.loss_bbox: 0.0764, s0.loss_mask: 0.1756, s1.loss_cls: 0.0582, s1.acc: 95.5725, s1.loss_bbox: 0.0909, s1.loss_mask: 0.0828, s2.loss_cls: 0.0299, s2.acc: 95.3545, s2.loss_bbox: 0.0630, s2.loss_mask: 0.0392, loss: 0.9239 2022-06-08 21:20:47,036 - mmdet - INFO - Epoch [31][5500/7330] lr: 1.000e-05, eta: 15:49:58, time: 1.462, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0157, loss_rpn_bbox: 0.0215, loss_semantic_seg: 0.1379, s0.loss_cls: 0.1228, s0.acc: 95.2288, s0.loss_bbox: 0.0744, s0.loss_mask: 0.1723, s1.loss_cls: 0.0543, s1.acc: 95.7725, s1.loss_bbox: 0.0872, s1.loss_mask: 0.0825, s2.loss_cls: 0.0281, s2.acc: 95.4883, s2.loss_bbox: 0.0595, s2.loss_mask: 0.0393, loss: 0.8954 2022-06-08 21:21:59,417 - mmdet - INFO - Epoch [31][5550/7330] lr: 1.000e-05, eta: 15:48:44, time: 1.448, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0152, loss_rpn_bbox: 0.0217, loss_semantic_seg: 0.1368, s0.loss_cls: 0.1257, s0.acc: 95.1687, s0.loss_bbox: 0.0751, s0.loss_mask: 0.1760, s1.loss_cls: 0.0570, s1.acc: 95.6788, s1.loss_bbox: 0.0897, s1.loss_mask: 0.0828, s2.loss_cls: 0.0298, s2.acc: 95.4572, s2.loss_bbox: 0.0585, s2.loss_mask: 0.0394, loss: 0.9076 2022-06-08 21:23:12,333 - mmdet - INFO - Epoch [31][5600/7330] lr: 1.000e-05, eta: 15:47:30, time: 1.458, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0165, loss_rpn_bbox: 0.0226, loss_semantic_seg: 0.1318, s0.loss_cls: 0.1306, s0.acc: 94.9893, s0.loss_bbox: 0.0785, s0.loss_mask: 0.1773, s1.loss_cls: 0.0582, s1.acc: 95.4936, s1.loss_bbox: 0.0903, s1.loss_mask: 0.0843, s2.loss_cls: 0.0300, s2.acc: 95.3408, s2.loss_bbox: 0.0597, s2.loss_mask: 0.0396, loss: 0.9193 2022-06-08 21:24:24,754 - mmdet - INFO - Epoch [31][5650/7330] lr: 1.000e-05, eta: 15:46:15, time: 1.446, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0157, loss_rpn_bbox: 0.0213, loss_semantic_seg: 0.1357, s0.loss_cls: 0.1176, s0.acc: 95.5303, s0.loss_bbox: 0.0706, s0.loss_mask: 0.1711, s1.loss_cls: 0.0529, s1.acc: 96.0514, s1.loss_bbox: 0.0830, s1.loss_mask: 0.0808, s2.loss_cls: 0.0271, s2.acc: 95.8887, s2.loss_bbox: 0.0568, s2.loss_mask: 0.0384, loss: 0.8710 2022-06-08 21:25:38,082 - mmdet - INFO - Epoch [31][5700/7330] lr: 1.000e-05, eta: 15:45:01, time: 1.469, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0142, loss_rpn_bbox: 0.0205, loss_semantic_seg: 0.1393, s0.loss_cls: 0.1262, s0.acc: 95.1936, s0.loss_bbox: 0.0733, s0.loss_mask: 0.1760, s1.loss_cls: 0.0563, s1.acc: 95.7352, s1.loss_bbox: 0.0868, s1.loss_mask: 0.0838, s2.loss_cls: 0.0292, s2.acc: 95.5910, s2.loss_bbox: 0.0593, s2.loss_mask: 0.0400, loss: 0.9049 2022-06-08 21:26:50,940 - mmdet - INFO - Epoch [31][5750/7330] lr: 1.000e-05, eta: 15:43:47, time: 1.457, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0162, loss_rpn_bbox: 0.0219, loss_semantic_seg: 0.1349, s0.loss_cls: 0.1254, s0.acc: 95.2510, s0.loss_bbox: 0.0722, s0.loss_mask: 0.1751, s1.loss_cls: 0.0556, s1.acc: 95.7636, s1.loss_bbox: 0.0877, s1.loss_mask: 0.0834, s2.loss_cls: 0.0288, s2.acc: 95.5468, s2.loss_bbox: 0.0604, s2.loss_mask: 0.0396, loss: 0.9013 2022-06-08 21:28:04,316 - mmdet - INFO - Epoch [31][5800/7330] lr: 1.000e-05, eta: 15:42:33, time: 1.467, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0153, loss_rpn_bbox: 0.0199, loss_semantic_seg: 0.1356, s0.loss_cls: 0.1259, s0.acc: 95.1995, s0.loss_bbox: 0.0721, s0.loss_mask: 0.1734, s1.loss_cls: 0.0575, s1.acc: 95.6931, s1.loss_bbox: 0.0870, s1.loss_mask: 0.0818, s2.loss_cls: 0.0295, s2.acc: 95.4315, s2.loss_bbox: 0.0602, s2.loss_mask: 0.0388, loss: 0.8969 2022-06-08 21:29:16,444 - mmdet - INFO - Epoch [31][5850/7330] lr: 1.000e-05, eta: 15:41:18, time: 1.442, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0140, loss_rpn_bbox: 0.0220, loss_semantic_seg: 0.1364, s0.loss_cls: 0.1255, s0.acc: 95.2368, s0.loss_bbox: 0.0734, s0.loss_mask: 0.1746, s1.loss_cls: 0.0564, s1.acc: 95.6916, s1.loss_bbox: 0.0856, s1.loss_mask: 0.0833, s2.loss_cls: 0.0291, s2.acc: 95.5182, s2.loss_bbox: 0.0590, s2.loss_mask: 0.0394, loss: 0.8988 2022-06-08 21:30:29,309 - mmdet - INFO - Epoch [31][5900/7330] lr: 1.000e-05, eta: 15:40:04, time: 1.457, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0153, loss_rpn_bbox: 0.0221, loss_semantic_seg: 0.1402, s0.loss_cls: 0.1250, s0.acc: 95.2476, s0.loss_bbox: 0.0730, s0.loss_mask: 0.1742, s1.loss_cls: 0.0553, s1.acc: 95.7701, s1.loss_bbox: 0.0848, s1.loss_mask: 0.0830, s2.loss_cls: 0.0286, s2.acc: 95.6801, s2.loss_bbox: 0.0588, s2.loss_mask: 0.0396, loss: 0.8998 2022-06-08 21:31:43,041 - mmdet - INFO - Epoch [31][5950/7330] lr: 1.000e-05, eta: 15:38:50, time: 1.475, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0159, loss_rpn_bbox: 0.0228, loss_semantic_seg: 0.1366, s0.loss_cls: 0.1325, s0.acc: 94.9243, s0.loss_bbox: 0.0767, s0.loss_mask: 0.1798, s1.loss_cls: 0.0599, s1.acc: 95.4569, s1.loss_bbox: 0.0914, s1.loss_mask: 0.0855, s2.loss_cls: 0.0303, s2.acc: 95.3419, s2.loss_bbox: 0.0620, s2.loss_mask: 0.0403, loss: 0.9337 2022-06-08 21:32:56,122 - mmdet - INFO - Epoch [31][6000/7330] lr: 1.000e-05, eta: 15:37:36, time: 1.462, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0154, loss_rpn_bbox: 0.0220, loss_semantic_seg: 0.1394, s0.loss_cls: 0.1231, s0.acc: 95.3904, s0.loss_bbox: 0.0729, s0.loss_mask: 0.1717, s1.loss_cls: 0.0550, s1.acc: 95.8693, s1.loss_bbox: 0.0860, s1.loss_mask: 0.0817, s2.loss_cls: 0.0284, s2.acc: 95.7364, s2.loss_bbox: 0.0585, s2.loss_mask: 0.0389, loss: 0.8931 2022-06-08 21:34:07,775 - mmdet - INFO - Epoch [31][6050/7330] lr: 1.000e-05, eta: 15:36:21, time: 1.433, data_time: 0.011, memory: 64799, loss_rpn_cls: 0.0131, loss_rpn_bbox: 0.0204, loss_semantic_seg: 0.1353, s0.loss_cls: 0.1207, s0.acc: 95.4092, s0.loss_bbox: 0.0718, s0.loss_mask: 0.1749, s1.loss_cls: 0.0536, s1.acc: 95.9655, s1.loss_bbox: 0.0855, s1.loss_mask: 0.0829, s2.loss_cls: 0.0280, s2.acc: 95.7060, s2.loss_bbox: 0.0575, s2.loss_mask: 0.0395, loss: 0.8833 2022-06-08 21:35:21,276 - mmdet - INFO - Exp name: htc++_beit_adapter_v2_large_fpn_3x_coco.py 2022-06-08 21:35:21,277 - mmdet - INFO - Epoch [31][6100/7330] lr: 1.000e-05, eta: 15:35:07, time: 1.470, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0162, loss_rpn_bbox: 0.0220, loss_semantic_seg: 0.1346, s0.loss_cls: 0.1287, s0.acc: 95.1101, s0.loss_bbox: 0.0765, s0.loss_mask: 0.1743, s1.loss_cls: 0.0583, s1.acc: 95.6073, s1.loss_bbox: 0.0902, s1.loss_mask: 0.0830, s2.loss_cls: 0.0299, s2.acc: 95.4037, s2.loss_bbox: 0.0609, s2.loss_mask: 0.0394, loss: 0.9138 2022-06-08 21:36:33,559 - mmdet - INFO - Epoch [31][6150/7330] lr: 1.000e-05, eta: 15:33:53, time: 1.446, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0134, loss_rpn_bbox: 0.0214, loss_semantic_seg: 0.1291, s0.loss_cls: 0.1233, s0.acc: 95.2178, s0.loss_bbox: 0.0731, s0.loss_mask: 0.1691, s1.loss_cls: 0.0558, s1.acc: 95.6916, s1.loss_bbox: 0.0855, s1.loss_mask: 0.0801, s2.loss_cls: 0.0287, s2.acc: 95.4978, s2.loss_bbox: 0.0576, s2.loss_mask: 0.0379, loss: 0.8751 2022-06-08 21:37:45,984 - mmdet - INFO - Epoch [31][6200/7330] lr: 1.000e-05, eta: 15:32:38, time: 1.448, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0145, loss_rpn_bbox: 0.0214, loss_semantic_seg: 0.1430, s0.loss_cls: 0.1224, s0.acc: 95.3088, s0.loss_bbox: 0.0730, s0.loss_mask: 0.1781, s1.loss_cls: 0.0559, s1.acc: 95.8032, s1.loss_bbox: 0.0901, s1.loss_mask: 0.0842, s2.loss_cls: 0.0295, s2.acc: 95.4803, s2.loss_bbox: 0.0616, s2.loss_mask: 0.0399, loss: 0.9136 2022-06-08 21:38:58,799 - mmdet - INFO - Epoch [31][6250/7330] lr: 1.000e-05, eta: 15:31:24, time: 1.456, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0152, loss_rpn_bbox: 0.0213, loss_semantic_seg: 0.1417, s0.loss_cls: 0.1267, s0.acc: 95.1970, s0.loss_bbox: 0.0745, s0.loss_mask: 0.1757, s1.loss_cls: 0.0576, s1.acc: 95.5605, s1.loss_bbox: 0.0904, s1.loss_mask: 0.0833, s2.loss_cls: 0.0295, s2.acc: 95.4316, s2.loss_bbox: 0.0609, s2.loss_mask: 0.0394, loss: 0.9161 2022-06-08 21:40:10,777 - mmdet - INFO - Epoch [31][6300/7330] lr: 1.000e-05, eta: 15:30:10, time: 1.439, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0148, loss_rpn_bbox: 0.0219, loss_semantic_seg: 0.1316, s0.loss_cls: 0.1192, s0.acc: 95.4775, s0.loss_bbox: 0.0695, s0.loss_mask: 0.1705, s1.loss_cls: 0.0528, s1.acc: 95.9882, s1.loss_bbox: 0.0820, s1.loss_mask: 0.0815, s2.loss_cls: 0.0276, s2.acc: 95.7276, s2.loss_bbox: 0.0570, s2.loss_mask: 0.0389, loss: 0.8673 2022-06-08 21:41:24,289 - mmdet - INFO - Epoch [31][6350/7330] lr: 1.000e-05, eta: 15:28:56, time: 1.470, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0153, loss_rpn_bbox: 0.0203, loss_semantic_seg: 0.1356, s0.loss_cls: 0.1232, s0.acc: 95.3198, s0.loss_bbox: 0.0717, s0.loss_mask: 0.1717, s1.loss_cls: 0.0563, s1.acc: 95.7235, s1.loss_bbox: 0.0837, s1.loss_mask: 0.0810, s2.loss_cls: 0.0287, s2.acc: 95.4826, s2.loss_bbox: 0.0578, s2.loss_mask: 0.0383, loss: 0.8838 2022-06-08 21:42:37,356 - mmdet - INFO - Epoch [31][6400/7330] lr: 1.000e-05, eta: 15:27:41, time: 1.459, data_time: 0.020, memory: 64799, loss_rpn_cls: 0.0158, loss_rpn_bbox: 0.0232, loss_semantic_seg: 0.1309, s0.loss_cls: 0.1254, s0.acc: 95.2235, s0.loss_bbox: 0.0736, s0.loss_mask: 0.1734, s1.loss_cls: 0.0564, s1.acc: 95.7691, s1.loss_bbox: 0.0882, s1.loss_mask: 0.0822, s2.loss_cls: 0.0287, s2.acc: 95.6143, s2.loss_bbox: 0.0606, s2.loss_mask: 0.0392, loss: 0.8978 2022-06-08 21:43:50,689 - mmdet - INFO - Epoch [31][6450/7330] lr: 1.000e-05, eta: 15:26:27, time: 1.468, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0155, loss_rpn_bbox: 0.0219, loss_semantic_seg: 0.1362, s0.loss_cls: 0.1294, s0.acc: 95.0327, s0.loss_bbox: 0.0758, s0.loss_mask: 0.1698, s1.loss_cls: 0.0588, s1.acc: 95.5240, s1.loss_bbox: 0.0899, s1.loss_mask: 0.0806, s2.loss_cls: 0.0303, s2.acc: 95.2240, s2.loss_bbox: 0.0611, s2.loss_mask: 0.0383, loss: 0.9078 2022-06-08 21:45:02,648 - mmdet - INFO - Epoch [31][6500/7330] lr: 1.000e-05, eta: 15:25:13, time: 1.439, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0164, loss_rpn_bbox: 0.0216, loss_semantic_seg: 0.1388, s0.loss_cls: 0.1285, s0.acc: 95.1880, s0.loss_bbox: 0.0749, s0.loss_mask: 0.1760, s1.loss_cls: 0.0585, s1.acc: 95.7124, s1.loss_bbox: 0.0878, s1.loss_mask: 0.0827, s2.loss_cls: 0.0299, s2.acc: 95.5266, s2.loss_bbox: 0.0604, s2.loss_mask: 0.0392, loss: 0.9148 2022-06-08 21:46:14,848 - mmdet - INFO - Epoch [31][6550/7330] lr: 1.000e-05, eta: 15:23:58, time: 1.444, data_time: 0.020, memory: 64799, loss_rpn_cls: 0.0175, loss_rpn_bbox: 0.0228, loss_semantic_seg: 0.1325, s0.loss_cls: 0.1296, s0.acc: 95.0708, s0.loss_bbox: 0.0776, s0.loss_mask: 0.1833, s1.loss_cls: 0.0577, s1.acc: 95.5829, s1.loss_bbox: 0.0918, s1.loss_mask: 0.0869, s2.loss_cls: 0.0288, s2.acc: 95.5695, s2.loss_bbox: 0.0632, s2.loss_mask: 0.0413, loss: 0.9330 2022-06-08 21:47:27,835 - mmdet - INFO - Epoch [31][6600/7330] lr: 1.000e-05, eta: 15:22:44, time: 1.459, data_time: 0.020, memory: 64799, loss_rpn_cls: 0.0146, loss_rpn_bbox: 0.0226, loss_semantic_seg: 0.1427, s0.loss_cls: 0.1275, s0.acc: 95.2009, s0.loss_bbox: 0.0718, s0.loss_mask: 0.1730, s1.loss_cls: 0.0568, s1.acc: 95.7694, s1.loss_bbox: 0.0836, s1.loss_mask: 0.0815, s2.loss_cls: 0.0289, s2.acc: 95.6582, s2.loss_bbox: 0.0568, s2.loss_mask: 0.0388, loss: 0.8985 2022-06-08 21:48:40,711 - mmdet - INFO - Epoch [31][6650/7330] lr: 1.000e-05, eta: 15:21:30, time: 1.458, data_time: 0.020, memory: 64799, loss_rpn_cls: 0.0147, loss_rpn_bbox: 0.0224, loss_semantic_seg: 0.1429, s0.loss_cls: 0.1275, s0.acc: 95.1426, s0.loss_bbox: 0.0761, s0.loss_mask: 0.1735, s1.loss_cls: 0.0574, s1.acc: 95.6178, s1.loss_bbox: 0.0892, s1.loss_mask: 0.0820, s2.loss_cls: 0.0298, s2.acc: 95.3911, s2.loss_bbox: 0.0617, s2.loss_mask: 0.0389, loss: 0.9161 2022-06-08 21:49:53,565 - mmdet - INFO - Epoch [31][6700/7330] lr: 1.000e-05, eta: 15:20:16, time: 1.457, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0154, loss_rpn_bbox: 0.0225, loss_semantic_seg: 0.1320, s0.loss_cls: 0.1249, s0.acc: 95.2000, s0.loss_bbox: 0.0753, s0.loss_mask: 0.1759, s1.loss_cls: 0.0558, s1.acc: 95.7428, s1.loss_bbox: 0.0876, s1.loss_mask: 0.0835, s2.loss_cls: 0.0287, s2.acc: 95.5627, s2.loss_bbox: 0.0588, s2.loss_mask: 0.0397, loss: 0.8999 2022-06-08 21:51:05,958 - mmdet - INFO - Epoch [31][6750/7330] lr: 1.000e-05, eta: 15:19:01, time: 1.448, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0164, loss_rpn_bbox: 0.0200, loss_semantic_seg: 0.1344, s0.loss_cls: 0.1269, s0.acc: 95.2490, s0.loss_bbox: 0.0741, s0.loss_mask: 0.1726, s1.loss_cls: 0.0576, s1.acc: 95.7323, s1.loss_bbox: 0.0890, s1.loss_mask: 0.0818, s2.loss_cls: 0.0298, s2.acc: 95.4991, s2.loss_bbox: 0.0593, s2.loss_mask: 0.0385, loss: 0.9004 2022-06-08 21:52:19,896 - mmdet - INFO - Epoch [31][6800/7330] lr: 1.000e-05, eta: 15:17:47, time: 1.478, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0151, loss_rpn_bbox: 0.0216, loss_semantic_seg: 0.1462, s0.loss_cls: 0.1310, s0.acc: 94.9773, s0.loss_bbox: 0.0767, s0.loss_mask: 0.1844, s1.loss_cls: 0.0596, s1.acc: 95.4335, s1.loss_bbox: 0.0895, s1.loss_mask: 0.0870, s2.loss_cls: 0.0310, s2.acc: 95.2662, s2.loss_bbox: 0.0595, s2.loss_mask: 0.0411, loss: 0.9428 2022-06-08 21:53:31,843 - mmdet - INFO - Epoch [31][6850/7330] lr: 1.000e-05, eta: 15:16:33, time: 1.439, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0166, loss_rpn_bbox: 0.0226, loss_semantic_seg: 0.1371, s0.loss_cls: 0.1268, s0.acc: 95.2107, s0.loss_bbox: 0.0760, s0.loss_mask: 0.1729, s1.loss_cls: 0.0560, s1.acc: 95.7604, s1.loss_bbox: 0.0875, s1.loss_mask: 0.0820, s2.loss_cls: 0.0286, s2.acc: 95.5687, s2.loss_bbox: 0.0593, s2.loss_mask: 0.0389, loss: 0.9041 2022-06-08 21:54:44,969 - mmdet - INFO - Epoch [31][6900/7330] lr: 1.000e-05, eta: 15:15:19, time: 1.463, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0155, loss_rpn_bbox: 0.0217, loss_semantic_seg: 0.1392, s0.loss_cls: 0.1226, s0.acc: 95.2263, s0.loss_bbox: 0.0733, s0.loss_mask: 0.1747, s1.loss_cls: 0.0544, s1.acc: 95.8113, s1.loss_bbox: 0.0877, s1.loss_mask: 0.0833, s2.loss_cls: 0.0282, s2.acc: 95.6502, s2.loss_bbox: 0.0596, s2.loss_mask: 0.0396, loss: 0.8998 2022-06-08 21:55:58,554 - mmdet - INFO - Epoch [31][6950/7330] lr: 1.000e-05, eta: 15:14:05, time: 1.472, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0168, loss_rpn_bbox: 0.0237, loss_semantic_seg: 0.1407, s0.loss_cls: 0.1287, s0.acc: 95.1135, s0.loss_bbox: 0.0745, s0.loss_mask: 0.1745, s1.loss_cls: 0.0567, s1.acc: 95.6661, s1.loss_bbox: 0.0888, s1.loss_mask: 0.0831, s2.loss_cls: 0.0294, s2.acc: 95.4459, s2.loss_bbox: 0.0597, s2.loss_mask: 0.0393, loss: 0.9158 2022-06-08 21:57:10,694 - mmdet - INFO - Epoch [31][7000/7330] lr: 1.000e-05, eta: 15:12:50, time: 1.443, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0153, loss_rpn_bbox: 0.0219, loss_semantic_seg: 0.1382, s0.loss_cls: 0.1298, s0.acc: 95.0645, s0.loss_bbox: 0.0781, s0.loss_mask: 0.1728, s1.loss_cls: 0.0594, s1.acc: 95.5264, s1.loss_bbox: 0.0911, s1.loss_mask: 0.0817, s2.loss_cls: 0.0303, s2.acc: 95.2592, s2.loss_bbox: 0.0604, s2.loss_mask: 0.0386, loss: 0.9177 2022-06-08 21:58:23,125 - mmdet - INFO - Epoch [31][7050/7330] lr: 1.000e-05, eta: 15:11:36, time: 1.448, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0152, loss_rpn_bbox: 0.0212, loss_semantic_seg: 0.1372, s0.loss_cls: 0.1304, s0.acc: 95.0457, s0.loss_bbox: 0.0752, s0.loss_mask: 0.1762, s1.loss_cls: 0.0582, s1.acc: 95.6660, s1.loss_bbox: 0.0900, s1.loss_mask: 0.0837, s2.loss_cls: 0.0303, s2.acc: 95.4194, s2.loss_bbox: 0.0608, s2.loss_mask: 0.0396, loss: 0.9180 2022-06-08 21:59:35,592 - mmdet - INFO - Exp name: htc++_beit_adapter_v2_large_fpn_3x_coco.py 2022-06-08 21:59:35,594 - mmdet - INFO - Epoch [31][7100/7330] lr: 1.000e-05, eta: 15:10:22, time: 1.450, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0178, loss_rpn_bbox: 0.0223, loss_semantic_seg: 0.1438, s0.loss_cls: 0.1301, s0.acc: 95.1128, s0.loss_bbox: 0.0780, s0.loss_mask: 0.1815, s1.loss_cls: 0.0590, s1.acc: 95.5978, s1.loss_bbox: 0.0892, s1.loss_mask: 0.0862, s2.loss_cls: 0.0301, s2.acc: 95.4953, s2.loss_bbox: 0.0585, s2.loss_mask: 0.0404, loss: 0.9369 2022-06-08 22:00:49,561 - mmdet - INFO - Epoch [31][7150/7330] lr: 1.000e-05, eta: 15:09:07, time: 1.477, data_time: 0.012, memory: 64799, loss_rpn_cls: 0.0155, loss_rpn_bbox: 0.0228, loss_semantic_seg: 0.1415, s0.loss_cls: 0.1317, s0.acc: 94.9663, s0.loss_bbox: 0.0792, s0.loss_mask: 0.1778, s1.loss_cls: 0.0595, s1.acc: 95.4509, s1.loss_bbox: 0.0933, s1.loss_mask: 0.0843, s2.loss_cls: 0.0304, s2.acc: 95.2400, s2.loss_bbox: 0.0636, s2.loss_mask: 0.0400, loss: 0.9396 2022-06-08 22:02:03,138 - mmdet - INFO - Epoch [31][7200/7330] lr: 1.000e-05, eta: 15:07:53, time: 1.473, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0160, loss_rpn_bbox: 0.0226, loss_semantic_seg: 0.1381, s0.loss_cls: 0.1247, s0.acc: 95.3074, s0.loss_bbox: 0.0746, s0.loss_mask: 0.1795, s1.loss_cls: 0.0562, s1.acc: 95.8484, s1.loss_bbox: 0.0889, s1.loss_mask: 0.0850, s2.loss_cls: 0.0293, s2.acc: 95.5907, s2.loss_bbox: 0.0610, s2.loss_mask: 0.0400, loss: 0.9159 2022-06-08 22:03:17,552 - mmdet - INFO - Epoch [31][7250/7330] lr: 1.000e-05, eta: 15:06:39, time: 1.488, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0154, loss_rpn_bbox: 0.0232, loss_semantic_seg: 0.1430, s0.loss_cls: 0.1299, s0.acc: 95.1384, s0.loss_bbox: 0.0769, s0.loss_mask: 0.1787, s1.loss_cls: 0.0574, s1.acc: 95.7045, s1.loss_bbox: 0.0911, s1.loss_mask: 0.0846, s2.loss_cls: 0.0297, s2.acc: 95.4519, s2.loss_bbox: 0.0605, s2.loss_mask: 0.0403, loss: 0.9306 2022-06-08 22:04:31,298 - mmdet - INFO - Epoch [31][7300/7330] lr: 1.000e-05, eta: 15:05:25, time: 1.475, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0155, loss_rpn_bbox: 0.0229, loss_semantic_seg: 0.1409, s0.loss_cls: 0.1289, s0.acc: 95.1548, s0.loss_bbox: 0.0760, s0.loss_mask: 0.1779, s1.loss_cls: 0.0575, s1.acc: 95.7146, s1.loss_bbox: 0.0902, s1.loss_mask: 0.0849, s2.loss_cls: 0.0293, s2.acc: 95.4907, s2.loss_bbox: 0.0606, s2.loss_mask: 0.0401, loss: 0.9247 2022-06-08 22:05:33,304 - mmdet - INFO - Saving checkpoint at 31 epochs 2022-06-08 22:09:20,014 - mmdet - INFO - Evaluating bbox... 2022-06-08 22:10:05,725 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.583 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.767 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.641 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.432 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.621 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.722 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.743 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.743 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.743 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.614 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.777 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.870 2022-06-08 22:10:05,726 - mmdet - INFO - Evaluating segm... 2022-06-08 22:10:53,565 - 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 ] = 0.747 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.556 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.325 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 ] = 0.687 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.645 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.645 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.645 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.503 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 ] = 0.785 2022-06-08 22:10:54,362 - mmdet - INFO - Exp name: htc++_beit_adapter_v2_large_fpn_3x_coco.py 2022-06-08 22:10:54,363 - mmdet - INFO - Epoch(val) [31][313] bbox_mAP: 0.5830, bbox_mAP_50: 0.7670, bbox_mAP_75: 0.6410, bbox_mAP_s: 0.4320, bbox_mAP_m: 0.6210, bbox_mAP_l: 0.7220, bbox_mAP_copypaste: 0.583 0.767 0.641 0.432 0.621 0.722, segm_mAP: 0.5060, segm_mAP_50: 0.7470, segm_mAP_75: 0.5560, segm_mAP_s: 0.3250, segm_mAP_m: 0.5370, segm_mAP_l: 0.6870, segm_mAP_copypaste: 0.506 0.747 0.556 0.325 0.537 0.687 2022-06-08 22:15:56,832 - mmdet - INFO - Epoch [32][50/7330] lr: 1.000e-05, eta: 15:03:56, time: 6.049, data_time: 4.558, memory: 64799, loss_rpn_cls: 0.0142, loss_rpn_bbox: 0.0230, loss_semantic_seg: 0.1385, s0.loss_cls: 0.1280, s0.acc: 95.1633, s0.loss_bbox: 0.0715, s0.loss_mask: 0.1723, s1.loss_cls: 0.0579, s1.acc: 95.6570, s1.loss_bbox: 0.0832, s1.loss_mask: 0.0816, s2.loss_cls: 0.0295, s2.acc: 95.4697, s2.loss_bbox: 0.0562, s2.loss_mask: 0.0385, loss: 0.8946 2022-06-08 22:17:11,530 - mmdet - INFO - Epoch [32][100/7330] lr: 1.000e-05, eta: 15:02:42, time: 1.494, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0141, loss_rpn_bbox: 0.0214, loss_semantic_seg: 0.1360, s0.loss_cls: 0.1270, s0.acc: 95.1736, s0.loss_bbox: 0.0722, s0.loss_mask: 0.1748, s1.loss_cls: 0.0564, s1.acc: 95.6693, s1.loss_bbox: 0.0875, s1.loss_mask: 0.0828, s2.loss_cls: 0.0293, s2.acc: 95.4305, s2.loss_bbox: 0.0601, s2.loss_mask: 0.0393, loss: 0.9008 2022-06-08 22:18:25,217 - mmdet - INFO - Epoch [32][150/7330] lr: 1.000e-05, eta: 15:01:28, time: 1.474, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0152, loss_rpn_bbox: 0.0216, loss_semantic_seg: 0.1301, s0.loss_cls: 0.1240, s0.acc: 95.2896, s0.loss_bbox: 0.0733, s0.loss_mask: 0.1735, s1.loss_cls: 0.0540, s1.acc: 95.9178, s1.loss_bbox: 0.0885, s1.loss_mask: 0.0831, s2.loss_cls: 0.0282, s2.acc: 95.7223, s2.loss_bbox: 0.0614, s2.loss_mask: 0.0396, loss: 0.8925 2022-06-08 22:19:39,152 - mmdet - INFO - Epoch [32][200/7330] lr: 1.000e-05, eta: 15:00:14, time: 1.479, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0139, loss_rpn_bbox: 0.0222, loss_semantic_seg: 0.1347, s0.loss_cls: 0.1285, s0.acc: 95.1667, s0.loss_bbox: 0.0746, s0.loss_mask: 0.1736, s1.loss_cls: 0.0563, s1.acc: 95.7981, s1.loss_bbox: 0.0892, s1.loss_mask: 0.0819, s2.loss_cls: 0.0290, s2.acc: 95.6625, s2.loss_bbox: 0.0607, s2.loss_mask: 0.0389, loss: 0.9033 2022-06-08 22:20:53,245 - mmdet - INFO - Epoch [32][250/7330] lr: 1.000e-05, eta: 14:59:00, time: 1.482, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0144, loss_rpn_bbox: 0.0213, loss_semantic_seg: 0.1343, s0.loss_cls: 0.1226, s0.acc: 95.3604, s0.loss_bbox: 0.0708, s0.loss_mask: 0.1702, s1.loss_cls: 0.0556, s1.acc: 95.8550, s1.loss_bbox: 0.0831, s1.loss_mask: 0.0805, s2.loss_cls: 0.0280, s2.acc: 95.6721, s2.loss_bbox: 0.0572, s2.loss_mask: 0.0382, loss: 0.8762 2022-06-08 22:22:06,131 - mmdet - INFO - Epoch [32][300/7330] lr: 1.000e-05, eta: 14:57:46, time: 1.457, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0143, loss_rpn_bbox: 0.0215, loss_semantic_seg: 0.1345, s0.loss_cls: 0.1233, s0.acc: 95.4194, s0.loss_bbox: 0.0707, s0.loss_mask: 0.1703, s1.loss_cls: 0.0540, s1.acc: 96.0138, s1.loss_bbox: 0.0865, s1.loss_mask: 0.0808, s2.loss_cls: 0.0279, s2.acc: 95.8247, s2.loss_bbox: 0.0593, s2.loss_mask: 0.0385, loss: 0.8817 2022-06-08 22:23:18,917 - mmdet - INFO - Epoch [32][350/7330] lr: 1.000e-05, eta: 14:56:31, time: 1.456, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0145, loss_rpn_bbox: 0.0210, loss_semantic_seg: 0.1338, s0.loss_cls: 0.1247, s0.acc: 95.3210, s0.loss_bbox: 0.0702, s0.loss_mask: 0.1699, s1.loss_cls: 0.0549, s1.acc: 95.9402, s1.loss_bbox: 0.0840, s1.loss_mask: 0.0802, s2.loss_cls: 0.0281, s2.acc: 95.7644, s2.loss_bbox: 0.0583, s2.loss_mask: 0.0382, loss: 0.8778 2022-06-08 22:24:32,428 - mmdet - INFO - Epoch [32][400/7330] lr: 1.000e-05, eta: 14:55:17, time: 1.470, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0165, loss_rpn_bbox: 0.0224, loss_semantic_seg: 0.1409, s0.loss_cls: 0.1288, s0.acc: 95.1562, s0.loss_bbox: 0.0780, s0.loss_mask: 0.1767, s1.loss_cls: 0.0578, s1.acc: 95.6361, s1.loss_bbox: 0.0904, s1.loss_mask: 0.0837, s2.loss_cls: 0.0298, s2.acc: 95.4071, s2.loss_bbox: 0.0603, s2.loss_mask: 0.0395, loss: 0.9249 2022-06-08 22:25:46,936 - mmdet - INFO - Epoch [32][450/7330] lr: 1.000e-05, eta: 14:54:03, time: 1.490, data_time: 0.022, memory: 64799, loss_rpn_cls: 0.0158, loss_rpn_bbox: 0.0233, loss_semantic_seg: 0.1328, s0.loss_cls: 0.1252, s0.acc: 95.1433, s0.loss_bbox: 0.0740, s0.loss_mask: 0.1738, s1.loss_cls: 0.0569, s1.acc: 95.5845, s1.loss_bbox: 0.0869, s1.loss_mask: 0.0823, s2.loss_cls: 0.0293, s2.acc: 95.3779, s2.loss_bbox: 0.0593, s2.loss_mask: 0.0392, loss: 0.8988 2022-06-08 22:27:00,470 - mmdet - INFO - Epoch [32][500/7330] lr: 1.000e-05, eta: 14:52:49, time: 1.471, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0142, loss_rpn_bbox: 0.0207, loss_semantic_seg: 0.1382, s0.loss_cls: 0.1248, s0.acc: 95.2419, s0.loss_bbox: 0.0722, s0.loss_mask: 0.1691, s1.loss_cls: 0.0551, s1.acc: 95.7968, s1.loss_bbox: 0.0859, s1.loss_mask: 0.0809, s2.loss_cls: 0.0277, s2.acc: 95.6779, s2.loss_bbox: 0.0600, s2.loss_mask: 0.0387, loss: 0.8877 2022-06-08 22:28:13,507 - mmdet - INFO - Epoch [32][550/7330] lr: 1.000e-05, eta: 14:51:35, time: 1.461, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0150, loss_rpn_bbox: 0.0212, loss_semantic_seg: 0.1360, s0.loss_cls: 0.1293, s0.acc: 95.0547, s0.loss_bbox: 0.0761, s0.loss_mask: 0.1739, s1.loss_cls: 0.0582, s1.acc: 95.5567, s1.loss_bbox: 0.0889, s1.loss_mask: 0.0823, s2.loss_cls: 0.0299, s2.acc: 95.3687, s2.loss_bbox: 0.0600, s2.loss_mask: 0.0393, loss: 0.9101 2022-06-08 22:29:27,208 - mmdet - INFO - Epoch [32][600/7330] lr: 1.000e-05, eta: 14:50:21, time: 1.474, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0152, loss_rpn_bbox: 0.0214, loss_semantic_seg: 0.1311, s0.loss_cls: 0.1214, s0.acc: 95.4245, s0.loss_bbox: 0.0730, s0.loss_mask: 0.1685, s1.loss_cls: 0.0546, s1.acc: 95.9010, s1.loss_bbox: 0.0844, s1.loss_mask: 0.0797, s2.loss_cls: 0.0279, s2.acc: 95.7185, s2.loss_bbox: 0.0573, s2.loss_mask: 0.0379, loss: 0.8723 2022-06-08 22:30:40,577 - mmdet - INFO - Epoch [32][650/7330] lr: 1.000e-05, eta: 14:49:06, time: 1.467, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0146, loss_rpn_bbox: 0.0217, loss_semantic_seg: 0.1364, s0.loss_cls: 0.1294, s0.acc: 95.0879, s0.loss_bbox: 0.0766, s0.loss_mask: 0.1773, s1.loss_cls: 0.0588, s1.acc: 95.5044, s1.loss_bbox: 0.0876, s1.loss_mask: 0.0841, s2.loss_cls: 0.0300, s2.acc: 95.3290, s2.loss_bbox: 0.0598, s2.loss_mask: 0.0401, loss: 0.9165 2022-06-08 22:31:54,253 - mmdet - INFO - Epoch [32][700/7330] lr: 1.000e-05, eta: 14:47:52, time: 1.474, data_time: 0.023, memory: 64799, loss_rpn_cls: 0.0152, loss_rpn_bbox: 0.0223, loss_semantic_seg: 0.1370, s0.loss_cls: 0.1283, s0.acc: 95.1746, s0.loss_bbox: 0.0751, s0.loss_mask: 0.1790, s1.loss_cls: 0.0575, s1.acc: 95.7349, s1.loss_bbox: 0.0874, s1.loss_mask: 0.0843, s2.loss_cls: 0.0296, s2.acc: 95.5230, s2.loss_bbox: 0.0596, s2.loss_mask: 0.0398, loss: 0.9152 2022-06-08 22:33:08,076 - mmdet - INFO - Epoch [32][750/7330] lr: 1.000e-05, eta: 14:46:38, time: 1.476, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0159, loss_rpn_bbox: 0.0228, loss_semantic_seg: 0.1408, s0.loss_cls: 0.1294, s0.acc: 95.1194, s0.loss_bbox: 0.0776, s0.loss_mask: 0.1758, s1.loss_cls: 0.0570, s1.acc: 95.7423, s1.loss_bbox: 0.0894, s1.loss_mask: 0.0828, s2.loss_cls: 0.0292, s2.acc: 95.5512, s2.loss_bbox: 0.0610, s2.loss_mask: 0.0392, loss: 0.9210 2022-06-08 22:34:20,832 - mmdet - INFO - Epoch [32][800/7330] lr: 1.000e-05, eta: 14:45:24, time: 1.455, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0142, loss_rpn_bbox: 0.0200, loss_semantic_seg: 0.1382, s0.loss_cls: 0.1272, s0.acc: 95.1660, s0.loss_bbox: 0.0727, s0.loss_mask: 0.1748, s1.loss_cls: 0.0552, s1.acc: 95.8182, s1.loss_bbox: 0.0868, s1.loss_mask: 0.0830, s2.loss_cls: 0.0283, s2.acc: 95.6254, s2.loss_bbox: 0.0614, s2.loss_mask: 0.0399, loss: 0.9018 2022-06-08 22:35:34,169 - mmdet - INFO - Epoch [32][850/7330] lr: 1.000e-05, eta: 14:44:10, time: 1.467, data_time: 0.021, memory: 64799, loss_rpn_cls: 0.0150, loss_rpn_bbox: 0.0219, loss_semantic_seg: 0.1384, s0.loss_cls: 0.1268, s0.acc: 95.1956, s0.loss_bbox: 0.0729, s0.loss_mask: 0.1712, s1.loss_cls: 0.0562, s1.acc: 95.8056, s1.loss_bbox: 0.0881, s1.loss_mask: 0.0818, s2.loss_cls: 0.0291, s2.acc: 95.5273, s2.loss_bbox: 0.0604, s2.loss_mask: 0.0389, loss: 0.9007 2022-06-08 22:36:46,943 - mmdet - INFO - Epoch [32][900/7330] lr: 1.000e-05, eta: 14:42:55, time: 1.455, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0142, loss_rpn_bbox: 0.0210, loss_semantic_seg: 0.1316, s0.loss_cls: 0.1243, s0.acc: 95.2150, s0.loss_bbox: 0.0729, s0.loss_mask: 0.1738, s1.loss_cls: 0.0565, s1.acc: 95.6636, s1.loss_bbox: 0.0861, s1.loss_mask: 0.0816, s2.loss_cls: 0.0292, s2.acc: 95.4851, s2.loss_bbox: 0.0580, s2.loss_mask: 0.0387, loss: 0.8878 2022-06-08 22:37:59,528 - mmdet - INFO - Epoch [32][950/7330] lr: 1.000e-05, eta: 14:41:41, time: 1.452, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0140, loss_rpn_bbox: 0.0218, loss_semantic_seg: 0.1309, s0.loss_cls: 0.1252, s0.acc: 95.2117, s0.loss_bbox: 0.0741, s0.loss_mask: 0.1747, s1.loss_cls: 0.0565, s1.acc: 95.7099, s1.loss_bbox: 0.0913, s1.loss_mask: 0.0833, s2.loss_cls: 0.0295, s2.acc: 95.3582, s2.loss_bbox: 0.0629, s2.loss_mask: 0.0394, loss: 0.9036 2022-06-08 22:39:12,631 - mmdet - INFO - Epoch [32][1000/7330] lr: 1.000e-05, eta: 14:40:27, time: 1.462, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0137, loss_rpn_bbox: 0.0194, loss_semantic_seg: 0.1343, s0.loss_cls: 0.1186, s0.acc: 95.4668, s0.loss_bbox: 0.0725, s0.loss_mask: 0.1738, s1.loss_cls: 0.0525, s1.acc: 96.0302, s1.loss_bbox: 0.0857, s1.loss_mask: 0.0823, s2.loss_cls: 0.0268, s2.acc: 95.9044, s2.loss_bbox: 0.0595, s2.loss_mask: 0.0391, loss: 0.8781 2022-06-08 22:40:25,911 - mmdet - INFO - Epoch [32][1050/7330] lr: 1.000e-05, eta: 14:39:13, time: 1.466, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0155, loss_rpn_bbox: 0.0219, loss_semantic_seg: 0.1322, s0.loss_cls: 0.1277, s0.acc: 95.1216, s0.loss_bbox: 0.0766, s0.loss_mask: 0.1792, s1.loss_cls: 0.0565, s1.acc: 95.6668, s1.loss_bbox: 0.0896, s1.loss_mask: 0.0848, s2.loss_cls: 0.0287, s2.acc: 95.5320, s2.loss_bbox: 0.0605, s2.loss_mask: 0.0401, loss: 0.9132 2022-06-08 22:41:38,712 - mmdet - INFO - Epoch [32][1100/7330] lr: 1.000e-05, eta: 14:37:58, time: 1.456, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0141, loss_rpn_bbox: 0.0207, loss_semantic_seg: 0.1331, s0.loss_cls: 0.1245, s0.acc: 95.2444, s0.loss_bbox: 0.0715, s0.loss_mask: 0.1712, s1.loss_cls: 0.0546, s1.acc: 95.8589, s1.loss_bbox: 0.0859, s1.loss_mask: 0.0815, s2.loss_cls: 0.0282, s2.acc: 95.7235, s2.loss_bbox: 0.0600, s2.loss_mask: 0.0387, loss: 0.8840 2022-06-08 22:42:52,194 - mmdet - INFO - Epoch [32][1150/7330] lr: 1.000e-05, eta: 14:36:44, time: 1.469, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0146, loss_rpn_bbox: 0.0219, loss_semantic_seg: 0.1387, s0.loss_cls: 0.1252, s0.acc: 95.2168, s0.loss_bbox: 0.0733, s0.loss_mask: 0.1738, s1.loss_cls: 0.0554, s1.acc: 95.7354, s1.loss_bbox: 0.0896, s1.loss_mask: 0.0828, s2.loss_cls: 0.0293, s2.acc: 95.4937, s2.loss_bbox: 0.0606, s2.loss_mask: 0.0392, loss: 0.9045 2022-06-08 22:44:05,985 - mmdet - INFO - Epoch [32][1200/7330] lr: 1.000e-05, eta: 14:35:30, time: 1.476, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0156, loss_rpn_bbox: 0.0223, loss_semantic_seg: 0.1347, s0.loss_cls: 0.1234, s0.acc: 95.2957, s0.loss_bbox: 0.0715, s0.loss_mask: 0.1722, s1.loss_cls: 0.0542, s1.acc: 95.9403, s1.loss_bbox: 0.0834, s1.loss_mask: 0.0821, s2.loss_cls: 0.0282, s2.acc: 95.8036, s2.loss_bbox: 0.0569, s2.loss_mask: 0.0390, loss: 0.8833 2022-06-08 22:45:19,165 - mmdet - INFO - Epoch [32][1250/7330] lr: 1.000e-05, eta: 14:34:16, time: 1.464, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0158, loss_rpn_bbox: 0.0228, loss_semantic_seg: 0.1400, s0.loss_cls: 0.1286, s0.acc: 95.0920, s0.loss_bbox: 0.0779, s0.loss_mask: 0.1782, s1.loss_cls: 0.0582, s1.acc: 95.6076, s1.loss_bbox: 0.0899, s1.loss_mask: 0.0843, s2.loss_cls: 0.0299, s2.acc: 95.3172, s2.loss_bbox: 0.0600, s2.loss_mask: 0.0401, loss: 0.9256 2022-06-08 22:46:32,480 - mmdet - INFO - Epoch [32][1300/7330] lr: 1.000e-05, eta: 14:33:01, time: 1.466, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0169, loss_rpn_bbox: 0.0224, loss_semantic_seg: 0.1387, s0.loss_cls: 0.1302, s0.acc: 94.9812, s0.loss_bbox: 0.0780, s0.loss_mask: 0.1764, s1.loss_cls: 0.0583, s1.acc: 95.5314, s1.loss_bbox: 0.0900, s1.loss_mask: 0.0835, s2.loss_cls: 0.0295, s2.acc: 95.3280, s2.loss_bbox: 0.0600, s2.loss_mask: 0.0395, loss: 0.9235 2022-06-08 22:47:45,838 - mmdet - INFO - Epoch [32][1350/7330] lr: 1.000e-05, eta: 14:31:47, time: 1.467, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0150, loss_rpn_bbox: 0.0209, loss_semantic_seg: 0.1412, s0.loss_cls: 0.1257, s0.acc: 95.2634, s0.loss_bbox: 0.0747, s0.loss_mask: 0.1750, s1.loss_cls: 0.0558, s1.acc: 95.8122, s1.loss_bbox: 0.0895, s1.loss_mask: 0.0832, s2.loss_cls: 0.0294, s2.acc: 95.5745, s2.loss_bbox: 0.0620, s2.loss_mask: 0.0397, loss: 0.9121 2022-06-08 22:48:58,314 - mmdet - INFO - Epoch [32][1400/7330] lr: 1.000e-05, eta: 14:30:33, time: 1.450, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0146, loss_rpn_bbox: 0.0207, loss_semantic_seg: 0.1328, s0.loss_cls: 0.1208, s0.acc: 95.3799, s0.loss_bbox: 0.0723, s0.loss_mask: 0.1729, s1.loss_cls: 0.0537, s1.acc: 95.9515, s1.loss_bbox: 0.0849, s1.loss_mask: 0.0817, s2.loss_cls: 0.0271, s2.acc: 95.8568, s2.loss_bbox: 0.0583, s2.loss_mask: 0.0386, loss: 0.8786 2022-06-08 22:50:10,319 - mmdet - INFO - Epoch [32][1450/7330] lr: 1.000e-05, eta: 14:29:19, time: 1.440, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0159, loss_rpn_bbox: 0.0232, loss_semantic_seg: 0.1385, s0.loss_cls: 0.1273, s0.acc: 95.2666, s0.loss_bbox: 0.0741, s0.loss_mask: 0.1780, s1.loss_cls: 0.0560, s1.acc: 95.9145, s1.loss_bbox: 0.0888, s1.loss_mask: 0.0847, s2.loss_cls: 0.0288, s2.acc: 95.6239, s2.loss_bbox: 0.0599, s2.loss_mask: 0.0402, loss: 0.9155 2022-06-08 22:51:23,259 - mmdet - INFO - Epoch [32][1500/7330] lr: 1.000e-05, eta: 14:28:04, time: 1.459, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0167, loss_rpn_bbox: 0.0198, loss_semantic_seg: 0.1340, s0.loss_cls: 0.1245, s0.acc: 95.3533, s0.loss_bbox: 0.0719, s0.loss_mask: 0.1713, s1.loss_cls: 0.0552, s1.acc: 95.9227, s1.loss_bbox: 0.0860, s1.loss_mask: 0.0814, s2.loss_cls: 0.0282, s2.acc: 95.6662, s2.loss_bbox: 0.0590, s2.loss_mask: 0.0385, loss: 0.8865 2022-06-08 22:52:36,708 - mmdet - INFO - Epoch [32][1550/7330] lr: 1.000e-05, eta: 14:26:50, time: 1.469, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0170, loss_rpn_bbox: 0.0237, loss_semantic_seg: 0.1353, s0.loss_cls: 0.1282, s0.acc: 95.0447, s0.loss_bbox: 0.0758, s0.loss_mask: 0.1773, s1.loss_cls: 0.0582, s1.acc: 95.4818, s1.loss_bbox: 0.0899, s1.loss_mask: 0.0840, s2.loss_cls: 0.0298, s2.acc: 95.3098, s2.loss_bbox: 0.0603, s2.loss_mask: 0.0400, loss: 0.9194 2022-06-08 22:53:50,379 - mmdet - INFO - Epoch [32][1600/7330] lr: 1.000e-05, eta: 14:25:36, time: 1.473, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0136, loss_rpn_bbox: 0.0205, loss_semantic_seg: 0.1362, s0.loss_cls: 0.1151, s0.acc: 95.7068, s0.loss_bbox: 0.0673, s0.loss_mask: 0.1675, s1.loss_cls: 0.0505, s1.acc: 96.2258, s1.loss_bbox: 0.0806, s1.loss_mask: 0.0790, s2.loss_cls: 0.0258, s2.acc: 96.1363, s2.loss_bbox: 0.0557, s2.loss_mask: 0.0376, loss: 0.8494 2022-06-08 22:55:04,305 - mmdet - INFO - Epoch [32][1650/7330] lr: 1.000e-05, eta: 14:24:22, time: 1.478, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0145, loss_rpn_bbox: 0.0208, loss_semantic_seg: 0.1340, s0.loss_cls: 0.1256, s0.acc: 95.2551, s0.loss_bbox: 0.0760, s0.loss_mask: 0.1766, s1.loss_cls: 0.0551, s1.acc: 95.9090, s1.loss_bbox: 0.0905, s1.loss_mask: 0.0838, s2.loss_cls: 0.0283, s2.acc: 95.7122, s2.loss_bbox: 0.0617, s2.loss_mask: 0.0400, loss: 0.9069 2022-06-08 22:56:17,482 - mmdet - INFO - Epoch [32][1700/7330] lr: 1.000e-05, eta: 14:23:08, time: 1.464, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0145, loss_rpn_bbox: 0.0204, loss_semantic_seg: 0.1429, s0.loss_cls: 0.1247, s0.acc: 95.3228, s0.loss_bbox: 0.0723, s0.loss_mask: 0.1663, s1.loss_cls: 0.0561, s1.acc: 95.8829, s1.loss_bbox: 0.0851, s1.loss_mask: 0.0789, s2.loss_cls: 0.0288, s2.acc: 95.6978, s2.loss_bbox: 0.0565, s2.loss_mask: 0.0376, loss: 0.8841 2022-06-08 22:57:30,513 - mmdet - INFO - Epoch [32][1750/7330] lr: 1.000e-05, eta: 14:21:53, time: 1.461, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0148, loss_rpn_bbox: 0.0215, loss_semantic_seg: 0.1356, s0.loss_cls: 0.1185, s0.acc: 95.5212, s0.loss_bbox: 0.0701, s0.loss_mask: 0.1695, s1.loss_cls: 0.0524, s1.acc: 96.0726, s1.loss_bbox: 0.0822, s1.loss_mask: 0.0805, s2.loss_cls: 0.0266, s2.acc: 95.9836, s2.loss_bbox: 0.0558, s2.loss_mask: 0.0382, loss: 0.8657 2022-06-08 22:58:43,212 - mmdet - INFO - Epoch [32][1800/7330] lr: 1.000e-05, eta: 14:20:39, time: 1.454, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0151, loss_rpn_bbox: 0.0219, loss_semantic_seg: 0.1332, s0.loss_cls: 0.1202, s0.acc: 95.4514, s0.loss_bbox: 0.0726, s0.loss_mask: 0.1739, s1.loss_cls: 0.0532, s1.acc: 95.9789, s1.loss_bbox: 0.0882, s1.loss_mask: 0.0829, s2.loss_cls: 0.0275, s2.acc: 95.8075, s2.loss_bbox: 0.0605, s2.loss_mask: 0.0393, loss: 0.8886 2022-06-08 22:59:56,599 - mmdet - INFO - Epoch [32][1850/7330] lr: 1.000e-05, eta: 14:19:25, time: 1.468, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0149, loss_rpn_bbox: 0.0210, loss_semantic_seg: 0.1411, s0.loss_cls: 0.1284, s0.acc: 95.0159, s0.loss_bbox: 0.0757, s0.loss_mask: 0.1746, s1.loss_cls: 0.0568, s1.acc: 95.6219, s1.loss_bbox: 0.0894, s1.loss_mask: 0.0832, s2.loss_cls: 0.0296, s2.acc: 95.3930, s2.loss_bbox: 0.0625, s2.loss_mask: 0.0399, loss: 0.9171 2022-06-08 23:01:11,465 - mmdet - INFO - Epoch [32][1900/7330] lr: 1.000e-05, eta: 14:18:11, time: 1.497, data_time: 0.021, memory: 64799, loss_rpn_cls: 0.0165, loss_rpn_bbox: 0.0243, loss_semantic_seg: 0.1410, s0.loss_cls: 0.1384, s0.acc: 94.6992, s0.loss_bbox: 0.0793, s0.loss_mask: 0.1773, s1.loss_cls: 0.0629, s1.acc: 95.2307, s1.loss_bbox: 0.0915, s1.loss_mask: 0.0834, s2.loss_cls: 0.0320, s2.acc: 95.0521, s2.loss_bbox: 0.0611, s2.loss_mask: 0.0395, loss: 0.9473 2022-06-08 23:02:24,045 - mmdet - INFO - Epoch [32][1950/7330] lr: 1.000e-05, eta: 14:16:57, time: 1.452, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0140, loss_rpn_bbox: 0.0201, loss_semantic_seg: 0.1337, s0.loss_cls: 0.1217, s0.acc: 95.3689, s0.loss_bbox: 0.0738, s0.loss_mask: 0.1724, s1.loss_cls: 0.0535, s1.acc: 95.9898, s1.loss_bbox: 0.0890, s1.loss_mask: 0.0821, s2.loss_cls: 0.0276, s2.acc: 95.7954, s2.loss_bbox: 0.0608, s2.loss_mask: 0.0388, loss: 0.8876 2022-06-08 23:03:37,108 - mmdet - INFO - Epoch [32][2000/7330] lr: 1.000e-05, eta: 14:15:42, time: 1.461, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0173, loss_rpn_bbox: 0.0231, loss_semantic_seg: 0.1352, s0.loss_cls: 0.1354, s0.acc: 94.9230, s0.loss_bbox: 0.0777, s0.loss_mask: 0.1723, s1.loss_cls: 0.0606, s1.acc: 95.4622, s1.loss_bbox: 0.0901, s1.loss_mask: 0.0814, s2.loss_cls: 0.0306, s2.acc: 95.3088, s2.loss_bbox: 0.0622, s2.loss_mask: 0.0389, loss: 0.9248 2022-06-08 23:04:49,949 - mmdet - INFO - Epoch [32][2050/7330] lr: 1.000e-05, eta: 14:14:28, time: 1.457, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0157, loss_rpn_bbox: 0.0229, loss_semantic_seg: 0.1393, s0.loss_cls: 0.1277, s0.acc: 95.1653, s0.loss_bbox: 0.0806, s0.loss_mask: 0.1845, s1.loss_cls: 0.0563, s1.acc: 95.7849, s1.loss_bbox: 0.0935, s1.loss_mask: 0.0868, s2.loss_cls: 0.0290, s2.acc: 95.6270, s2.loss_bbox: 0.0623, s2.loss_mask: 0.0408, loss: 0.9394 2022-06-08 23:06:02,084 - mmdet - INFO - Epoch [32][2100/7330] lr: 1.000e-05, eta: 14:13:14, time: 1.443, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0150, loss_rpn_bbox: 0.0223, loss_semantic_seg: 0.1374, s0.loss_cls: 0.1299, s0.acc: 95.0083, s0.loss_bbox: 0.0789, s0.loss_mask: 0.1819, s1.loss_cls: 0.0591, s1.acc: 95.4331, s1.loss_bbox: 0.0926, s1.loss_mask: 0.0857, s2.loss_cls: 0.0302, s2.acc: 95.2768, s2.loss_bbox: 0.0615, s2.loss_mask: 0.0405, loss: 0.9350 2022-06-08 23:07:15,257 - mmdet - INFO - Epoch [32][2150/7330] lr: 1.000e-05, eta: 14:11:59, time: 1.463, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0168, loss_rpn_bbox: 0.0233, loss_semantic_seg: 0.1357, s0.loss_cls: 0.1322, s0.acc: 94.9875, s0.loss_bbox: 0.0787, s0.loss_mask: 0.1746, s1.loss_cls: 0.0589, s1.acc: 95.5923, s1.loss_bbox: 0.0915, s1.loss_mask: 0.0826, s2.loss_cls: 0.0298, s2.acc: 95.3964, s2.loss_bbox: 0.0619, s2.loss_mask: 0.0390, loss: 0.9249 2022-06-08 23:08:29,082 - mmdet - INFO - Epoch [32][2200/7330] lr: 1.000e-05, eta: 14:10:45, time: 1.477, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0150, loss_rpn_bbox: 0.0222, loss_semantic_seg: 0.1379, s0.loss_cls: 0.1323, s0.acc: 94.9456, s0.loss_bbox: 0.0762, s0.loss_mask: 0.1791, s1.loss_cls: 0.0586, s1.acc: 95.5339, s1.loss_bbox: 0.0909, s1.loss_mask: 0.0849, s2.loss_cls: 0.0302, s2.acc: 95.3312, s2.loss_bbox: 0.0629, s2.loss_mask: 0.0402, loss: 0.9304 2022-06-08 23:09:42,407 - mmdet - INFO - Epoch [32][2250/7330] lr: 1.000e-05, eta: 14:09:31, time: 1.466, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0153, loss_rpn_bbox: 0.0222, loss_semantic_seg: 0.1376, s0.loss_cls: 0.1319, s0.acc: 94.9683, s0.loss_bbox: 0.0776, s0.loss_mask: 0.1777, s1.loss_cls: 0.0592, s1.acc: 95.5073, s1.loss_bbox: 0.0905, s1.loss_mask: 0.0844, s2.loss_cls: 0.0301, s2.acc: 95.3866, s2.loss_bbox: 0.0612, s2.loss_mask: 0.0401, loss: 0.9279 2022-06-08 23:10:56,000 - mmdet - INFO - Epoch [32][2300/7330] lr: 1.000e-05, eta: 14:08:17, time: 1.472, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0148, loss_rpn_bbox: 0.0213, loss_semantic_seg: 0.1350, s0.loss_cls: 0.1223, s0.acc: 95.3508, s0.loss_bbox: 0.0709, s0.loss_mask: 0.1700, s1.loss_cls: 0.0530, s1.acc: 96.0034, s1.loss_bbox: 0.0851, s1.loss_mask: 0.0807, s2.loss_cls: 0.0270, s2.acc: 95.9467, s2.loss_bbox: 0.0593, s2.loss_mask: 0.0384, loss: 0.8777 2022-06-08 23:12:10,944 - mmdet - INFO - Epoch [32][2350/7330] lr: 1.000e-05, eta: 14:07:03, time: 1.499, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0149, loss_rpn_bbox: 0.0221, loss_semantic_seg: 0.1316, s0.loss_cls: 0.1204, s0.acc: 95.3618, s0.loss_bbox: 0.0735, s0.loss_mask: 0.1714, s1.loss_cls: 0.0542, s1.acc: 95.8590, s1.loss_bbox: 0.0849, s1.loss_mask: 0.0817, s2.loss_cls: 0.0280, s2.acc: 95.6386, s2.loss_bbox: 0.0579, s2.loss_mask: 0.0387, loss: 0.8793 2022-06-08 23:13:23,084 - mmdet - INFO - Epoch [32][2400/7330] lr: 1.000e-05, eta: 14:05:49, time: 1.443, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0127, loss_rpn_bbox: 0.0203, loss_semantic_seg: 0.1345, s0.loss_cls: 0.1182, s0.acc: 95.5442, s0.loss_bbox: 0.0708, s0.loss_mask: 0.1706, s1.loss_cls: 0.0515, s1.acc: 96.1210, s1.loss_bbox: 0.0852, s1.loss_mask: 0.0814, s2.loss_cls: 0.0267, s2.acc: 95.8708, s2.loss_bbox: 0.0581, s2.loss_mask: 0.0387, loss: 0.8690 2022-06-08 23:14:36,264 - mmdet - INFO - Epoch [32][2450/7330] lr: 1.000e-05, eta: 14:04:34, time: 1.464, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0150, loss_rpn_bbox: 0.0206, loss_semantic_seg: 0.1390, s0.loss_cls: 0.1221, s0.acc: 95.3636, s0.loss_bbox: 0.0726, s0.loss_mask: 0.1766, s1.loss_cls: 0.0542, s1.acc: 95.9153, s1.loss_bbox: 0.0867, s1.loss_mask: 0.0841, s2.loss_cls: 0.0281, s2.acc: 95.6898, s2.loss_bbox: 0.0599, s2.loss_mask: 0.0397, loss: 0.8985 2022-06-08 23:15:49,529 - mmdet - INFO - Epoch [32][2500/7330] lr: 1.000e-05, eta: 14:03:20, time: 1.464, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0154, loss_rpn_bbox: 0.0219, loss_semantic_seg: 0.1385, s0.loss_cls: 0.1258, s0.acc: 95.2893, s0.loss_bbox: 0.0734, s0.loss_mask: 0.1751, s1.loss_cls: 0.0574, s1.acc: 95.7626, s1.loss_bbox: 0.0869, s1.loss_mask: 0.0827, s2.loss_cls: 0.0290, s2.acc: 95.5671, s2.loss_bbox: 0.0608, s2.loss_mask: 0.0395, loss: 0.9063 2022-06-08 23:17:02,468 - mmdet - INFO - Epoch [32][2550/7330] lr: 1.000e-05, eta: 14:02:06, time: 1.460, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0154, loss_rpn_bbox: 0.0219, loss_semantic_seg: 0.1387, s0.loss_cls: 0.1277, s0.acc: 95.0852, s0.loss_bbox: 0.0760, s0.loss_mask: 0.1804, s1.loss_cls: 0.0567, s1.acc: 95.6481, s1.loss_bbox: 0.0916, s1.loss_mask: 0.0860, s2.loss_cls: 0.0292, s2.acc: 95.4594, s2.loss_bbox: 0.0619, s2.loss_mask: 0.0407, loss: 0.9262 2022-06-08 23:18:16,231 - mmdet - INFO - Epoch [32][2600/7330] lr: 1.000e-05, eta: 14:00:52, time: 1.475, data_time: 0.020, memory: 64799, loss_rpn_cls: 0.0153, loss_rpn_bbox: 0.0212, loss_semantic_seg: 0.1402, s0.loss_cls: 0.1224, s0.acc: 95.3328, s0.loss_bbox: 0.0715, s0.loss_mask: 0.1718, s1.loss_cls: 0.0552, s1.acc: 95.8719, s1.loss_bbox: 0.0843, s1.loss_mask: 0.0816, s2.loss_cls: 0.0279, s2.acc: 95.8707, s2.loss_bbox: 0.0578, s2.loss_mask: 0.0389, loss: 0.8880 2022-06-08 23:19:29,773 - mmdet - INFO - Epoch [32][2650/7330] lr: 1.000e-05, eta: 13:59:38, time: 1.471, data_time: 0.012, memory: 64799, loss_rpn_cls: 0.0142, loss_rpn_bbox: 0.0220, loss_semantic_seg: 0.1437, s0.loss_cls: 0.1259, s0.acc: 95.1978, s0.loss_bbox: 0.0743, s0.loss_mask: 0.1731, s1.loss_cls: 0.0562, s1.acc: 95.7684, s1.loss_bbox: 0.0888, s1.loss_mask: 0.0821, s2.loss_cls: 0.0287, s2.acc: 95.6012, s2.loss_bbox: 0.0618, s2.loss_mask: 0.0390, loss: 0.9099 2022-06-08 23:20:43,582 - mmdet - INFO - Epoch [32][2700/7330] lr: 1.000e-05, eta: 13:58:23, time: 1.474, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0153, loss_rpn_bbox: 0.0241, loss_semantic_seg: 0.1384, s0.loss_cls: 0.1281, s0.acc: 95.2283, s0.loss_bbox: 0.0761, s0.loss_mask: 0.1798, s1.loss_cls: 0.0573, s1.acc: 95.7851, s1.loss_bbox: 0.0901, s1.loss_mask: 0.0854, s2.loss_cls: 0.0292, s2.acc: 95.6054, s2.loss_bbox: 0.0628, s2.loss_mask: 0.0407, loss: 0.9273 2022-06-08 23:21:56,739 - mmdet - INFO - Epoch [32][2750/7330] lr: 1.000e-05, eta: 13:57:09, time: 1.465, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0155, loss_rpn_bbox: 0.0204, loss_semantic_seg: 0.1313, s0.loss_cls: 0.1232, s0.acc: 95.4048, s0.loss_bbox: 0.0724, s0.loss_mask: 0.1761, s1.loss_cls: 0.0545, s1.acc: 95.9717, s1.loss_bbox: 0.0892, s1.loss_mask: 0.0842, s2.loss_cls: 0.0282, s2.acc: 95.7126, s2.loss_bbox: 0.0616, s2.loss_mask: 0.0395, loss: 0.8961 2022-06-08 23:23:10,758 - mmdet - INFO - Epoch [32][2800/7330] lr: 1.000e-05, eta: 13:55:55, time: 1.481, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0142, loss_rpn_bbox: 0.0213, loss_semantic_seg: 0.1412, s0.loss_cls: 0.1312, s0.acc: 95.0215, s0.loss_bbox: 0.0755, s0.loss_mask: 0.1758, s1.loss_cls: 0.0589, s1.acc: 95.5757, s1.loss_bbox: 0.0901, s1.loss_mask: 0.0829, s2.loss_cls: 0.0304, s2.acc: 95.4140, s2.loss_bbox: 0.0605, s2.loss_mask: 0.0391, loss: 0.9213 2022-06-08 23:24:24,444 - mmdet - INFO - Epoch [32][2850/7330] lr: 1.000e-05, eta: 13:54:41, time: 1.473, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0168, loss_rpn_bbox: 0.0213, loss_semantic_seg: 0.1380, s0.loss_cls: 0.1272, s0.acc: 95.1423, s0.loss_bbox: 0.0733, s0.loss_mask: 0.1682, s1.loss_cls: 0.0574, s1.acc: 95.5451, s1.loss_bbox: 0.0873, s1.loss_mask: 0.0796, s2.loss_cls: 0.0293, s2.acc: 95.3222, s2.loss_bbox: 0.0590, s2.loss_mask: 0.0378, loss: 0.8953 2022-06-08 23:25:38,598 - mmdet - INFO - Epoch [32][2900/7330] lr: 1.000e-05, eta: 13:53:27, time: 1.483, data_time: 0.012, memory: 64799, loss_rpn_cls: 0.0154, loss_rpn_bbox: 0.0202, loss_semantic_seg: 0.1390, s0.loss_cls: 0.1222, s0.acc: 95.3193, s0.loss_bbox: 0.0727, s0.loss_mask: 0.1730, s1.loss_cls: 0.0548, s1.acc: 95.7962, s1.loss_bbox: 0.0853, s1.loss_mask: 0.0823, s2.loss_cls: 0.0282, s2.acc: 95.6362, s2.loss_bbox: 0.0575, s2.loss_mask: 0.0390, loss: 0.8897 2022-06-08 23:26:52,432 - mmdet - INFO - Epoch [32][2950/7330] lr: 1.000e-05, eta: 13:52:13, time: 1.477, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0150, loss_rpn_bbox: 0.0196, loss_semantic_seg: 0.1518, s0.loss_cls: 0.1258, s0.acc: 95.3003, s0.loss_bbox: 0.0709, s0.loss_mask: 0.1720, s1.loss_cls: 0.0570, s1.acc: 95.8172, s1.loss_bbox: 0.0835, s1.loss_mask: 0.0808, s2.loss_cls: 0.0289, s2.acc: 95.6447, s2.loss_bbox: 0.0586, s2.loss_mask: 0.0386, loss: 0.9026 2022-06-08 23:28:07,398 - mmdet - INFO - Epoch [32][3000/7330] lr: 1.000e-05, eta: 13:50:59, time: 1.499, data_time: 0.021, memory: 64799, loss_rpn_cls: 0.0184, loss_rpn_bbox: 0.0230, loss_semantic_seg: 0.1364, s0.loss_cls: 0.1291, s0.acc: 95.0959, s0.loss_bbox: 0.0771, s0.loss_mask: 0.1758, s1.loss_cls: 0.0578, s1.acc: 95.7129, s1.loss_bbox: 0.0900, s1.loss_mask: 0.0832, s2.loss_cls: 0.0291, s2.acc: 95.5799, s2.loss_bbox: 0.0605, s2.loss_mask: 0.0393, loss: 0.9195 2022-06-08 23:29:21,269 - mmdet - INFO - Epoch [32][3050/7330] lr: 1.000e-05, eta: 13:49:45, time: 1.478, data_time: 0.012, memory: 64799, loss_rpn_cls: 0.0158, loss_rpn_bbox: 0.0238, loss_semantic_seg: 0.1340, s0.loss_cls: 0.1286, s0.acc: 95.0735, s0.loss_bbox: 0.0751, s0.loss_mask: 0.1749, s1.loss_cls: 0.0579, s1.acc: 95.5250, s1.loss_bbox: 0.0885, s1.loss_mask: 0.0826, s2.loss_cls: 0.0299, s2.acc: 95.3593, s2.loss_bbox: 0.0601, s2.loss_mask: 0.0391, loss: 0.9102 2022-06-08 23:30:35,475 - mmdet - INFO - Epoch [32][3100/7330] lr: 1.000e-05, eta: 13:48:31, time: 1.484, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0166, loss_rpn_bbox: 0.0203, loss_semantic_seg: 0.1332, s0.loss_cls: 0.1219, s0.acc: 95.3774, s0.loss_bbox: 0.0716, s0.loss_mask: 0.1674, s1.loss_cls: 0.0538, s1.acc: 95.9703, s1.loss_bbox: 0.0831, s1.loss_mask: 0.0797, s2.loss_cls: 0.0274, s2.acc: 95.7870, s2.loss_bbox: 0.0579, s2.loss_mask: 0.0381, loss: 0.8711 2022-06-08 23:31:48,473 - mmdet - INFO - Epoch [32][3150/7330] lr: 1.000e-05, eta: 13:47:16, time: 1.460, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0152, loss_rpn_bbox: 0.0206, loss_semantic_seg: 0.1419, s0.loss_cls: 0.1249, s0.acc: 95.2478, s0.loss_bbox: 0.0731, s0.loss_mask: 0.1745, s1.loss_cls: 0.0558, s1.acc: 95.8018, s1.loss_bbox: 0.0877, s1.loss_mask: 0.0822, s2.loss_cls: 0.0291, s2.acc: 95.6267, s2.loss_bbox: 0.0594, s2.loss_mask: 0.0388, loss: 0.9031 2022-06-08 23:33:02,033 - mmdet - INFO - Epoch [32][3200/7330] lr: 1.000e-05, eta: 13:46:02, time: 1.469, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0132, loss_rpn_bbox: 0.0206, loss_semantic_seg: 0.1362, s0.loss_cls: 0.1183, s0.acc: 95.4744, s0.loss_bbox: 0.0684, s0.loss_mask: 0.1634, s1.loss_cls: 0.0518, s1.acc: 96.0427, s1.loss_bbox: 0.0833, s1.loss_mask: 0.0784, s2.loss_cls: 0.0276, s2.acc: 95.7048, s2.loss_bbox: 0.0570, s2.loss_mask: 0.0372, loss: 0.8555 2022-06-08 23:34:15,041 - mmdet - INFO - Epoch [32][3250/7330] lr: 1.000e-05, eta: 13:44:48, time: 1.462, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0139, loss_rpn_bbox: 0.0206, loss_semantic_seg: 0.1376, s0.loss_cls: 0.1242, s0.acc: 95.3025, s0.loss_bbox: 0.0726, s0.loss_mask: 0.1727, s1.loss_cls: 0.0553, s1.acc: 95.7826, s1.loss_bbox: 0.0846, s1.loss_mask: 0.0818, s2.loss_cls: 0.0279, s2.acc: 95.7065, s2.loss_bbox: 0.0579, s2.loss_mask: 0.0389, loss: 0.8882 2022-06-08 23:35:28,278 - mmdet - INFO - Epoch [32][3300/7330] lr: 1.000e-05, eta: 13:43:34, time: 1.465, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0141, loss_rpn_bbox: 0.0229, loss_semantic_seg: 0.1396, s0.loss_cls: 0.1316, s0.acc: 95.0554, s0.loss_bbox: 0.0806, s0.loss_mask: 0.1820, s1.loss_cls: 0.0589, s1.acc: 95.5980, s1.loss_bbox: 0.0939, s1.loss_mask: 0.0861, s2.loss_cls: 0.0302, s2.acc: 95.4044, s2.loss_bbox: 0.0624, s2.loss_mask: 0.0408, loss: 0.9430 2022-06-08 23:36:41,602 - mmdet - INFO - Epoch [32][3350/7330] lr: 1.000e-05, eta: 13:42:20, time: 1.467, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0165, loss_rpn_bbox: 0.0232, loss_semantic_seg: 0.1401, s0.loss_cls: 0.1309, s0.acc: 95.0237, s0.loss_bbox: 0.0769, s0.loss_mask: 0.1745, s1.loss_cls: 0.0587, s1.acc: 95.5170, s1.loss_bbox: 0.0899, s1.loss_mask: 0.0832, s2.loss_cls: 0.0300, s2.acc: 95.4388, s2.loss_bbox: 0.0607, s2.loss_mask: 0.0396, loss: 0.9243 2022-06-08 23:37:55,618 - mmdet - INFO - Epoch [32][3400/7330] lr: 1.000e-05, eta: 13:41:06, time: 1.480, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0177, loss_rpn_bbox: 0.0250, loss_semantic_seg: 0.1375, s0.loss_cls: 0.1399, s0.acc: 94.6714, s0.loss_bbox: 0.0820, s0.loss_mask: 0.1823, s1.loss_cls: 0.0631, s1.acc: 95.1919, s1.loss_bbox: 0.0946, s1.loss_mask: 0.0859, s2.loss_cls: 0.0323, s2.acc: 95.0239, s2.loss_bbox: 0.0640, s2.loss_mask: 0.0406, loss: 0.9650 2022-06-08 23:39:09,482 - mmdet - INFO - Epoch [32][3450/7330] lr: 1.000e-05, eta: 13:39:51, time: 1.478, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0153, loss_rpn_bbox: 0.0219, loss_semantic_seg: 0.1308, s0.loss_cls: 0.1258, s0.acc: 95.0903, s0.loss_bbox: 0.0746, s0.loss_mask: 0.1782, s1.loss_cls: 0.0553, s1.acc: 95.7165, s1.loss_bbox: 0.0894, s1.loss_mask: 0.0850, s2.loss_cls: 0.0287, s2.acc: 95.4776, s2.loss_bbox: 0.0610, s2.loss_mask: 0.0404, loss: 0.9064 2022-06-08 23:40:23,279 - mmdet - INFO - Epoch [32][3500/7330] lr: 1.000e-05, eta: 13:38:37, time: 1.475, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0131, loss_rpn_bbox: 0.0195, loss_semantic_seg: 0.1311, s0.loss_cls: 0.1209, s0.acc: 95.4932, s0.loss_bbox: 0.0704, s0.loss_mask: 0.1677, s1.loss_cls: 0.0532, s1.acc: 96.0709, s1.loss_bbox: 0.0841, s1.loss_mask: 0.0796, s2.loss_cls: 0.0274, s2.acc: 95.8560, s2.loss_bbox: 0.0575, s2.loss_mask: 0.0380, loss: 0.8625 2022-06-08 23:41:36,640 - mmdet - INFO - Epoch [32][3550/7330] lr: 1.000e-05, eta: 13:37:23, time: 1.468, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0152, loss_rpn_bbox: 0.0231, loss_semantic_seg: 0.1372, s0.loss_cls: 0.1276, s0.acc: 95.0420, s0.loss_bbox: 0.0766, s0.loss_mask: 0.1729, s1.loss_cls: 0.0581, s1.acc: 95.4828, s1.loss_bbox: 0.0895, s1.loss_mask: 0.0819, s2.loss_cls: 0.0299, s2.acc: 95.3321, s2.loss_bbox: 0.0596, s2.loss_mask: 0.0389, loss: 0.9106 2022-06-08 23:42:49,646 - mmdet - INFO - Epoch [32][3600/7330] lr: 1.000e-05, eta: 13:36:09, time: 1.460, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0150, loss_rpn_bbox: 0.0196, loss_semantic_seg: 0.1375, s0.loss_cls: 0.1215, s0.acc: 95.4141, s0.loss_bbox: 0.0716, s0.loss_mask: 0.1727, s1.loss_cls: 0.0546, s1.acc: 95.9544, s1.loss_bbox: 0.0848, s1.loss_mask: 0.0825, s2.loss_cls: 0.0286, s2.acc: 95.6985, s2.loss_bbox: 0.0590, s2.loss_mask: 0.0393, loss: 0.8865 2022-06-08 23:44:02,532 - mmdet - INFO - Epoch [32][3650/7330] lr: 1.000e-05, eta: 13:34:55, time: 1.458, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0159, loss_rpn_bbox: 0.0220, loss_semantic_seg: 0.1375, s0.loss_cls: 0.1313, s0.acc: 95.0095, s0.loss_bbox: 0.0774, s0.loss_mask: 0.1727, s1.loss_cls: 0.0594, s1.acc: 95.4982, s1.loss_bbox: 0.0902, s1.loss_mask: 0.0813, s2.loss_cls: 0.0305, s2.acc: 95.3611, s2.loss_bbox: 0.0609, s2.loss_mask: 0.0385, loss: 0.9175 2022-06-08 23:45:15,039 - mmdet - INFO - Epoch [32][3700/7330] lr: 1.000e-05, eta: 13:33:40, time: 1.450, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0157, loss_rpn_bbox: 0.0221, loss_semantic_seg: 0.1343, s0.loss_cls: 0.1321, s0.acc: 95.0022, s0.loss_bbox: 0.0742, s0.loss_mask: 0.1745, s1.loss_cls: 0.0596, s1.acc: 95.5196, s1.loss_bbox: 0.0865, s1.loss_mask: 0.0830, s2.loss_cls: 0.0301, s2.acc: 95.4028, s2.loss_bbox: 0.0604, s2.loss_mask: 0.0396, loss: 0.9121 2022-06-08 23:46:27,079 - mmdet - INFO - Epoch [32][3750/7330] lr: 1.000e-05, eta: 13:32:26, time: 1.440, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0157, loss_rpn_bbox: 0.0214, loss_semantic_seg: 0.1344, s0.loss_cls: 0.1267, s0.acc: 95.1912, s0.loss_bbox: 0.0734, s0.loss_mask: 0.1738, s1.loss_cls: 0.0564, s1.acc: 95.6721, s1.loss_bbox: 0.0893, s1.loss_mask: 0.0832, s2.loss_cls: 0.0287, s2.acc: 95.5274, s2.loss_bbox: 0.0617, s2.loss_mask: 0.0395, loss: 0.9042 2022-06-08 23:47:39,619 - mmdet - INFO - Epoch [32][3800/7330] lr: 1.000e-05, eta: 13:31:12, time: 1.451, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0144, loss_rpn_bbox: 0.0208, loss_semantic_seg: 0.1340, s0.loss_cls: 0.1219, s0.acc: 95.3218, s0.loss_bbox: 0.0711, s0.loss_mask: 0.1737, s1.loss_cls: 0.0550, s1.acc: 95.8490, s1.loss_bbox: 0.0841, s1.loss_mask: 0.0822, s2.loss_cls: 0.0277, s2.acc: 95.8248, s2.loss_bbox: 0.0583, s2.loss_mask: 0.0389, loss: 0.8820 2022-06-08 23:48:52,172 - mmdet - INFO - Epoch [32][3850/7330] lr: 1.000e-05, eta: 13:29:57, time: 1.451, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0154, loss_rpn_bbox: 0.0219, loss_semantic_seg: 0.1336, s0.loss_cls: 0.1259, s0.acc: 95.2515, s0.loss_bbox: 0.0720, s0.loss_mask: 0.1690, s1.loss_cls: 0.0561, s1.acc: 95.7973, s1.loss_bbox: 0.0871, s1.loss_mask: 0.0802, s2.loss_cls: 0.0293, s2.acc: 95.5952, s2.loss_bbox: 0.0585, s2.loss_mask: 0.0380, loss: 0.8870 2022-06-08 23:50:04,638 - mmdet - INFO - Epoch [32][3900/7330] lr: 1.000e-05, eta: 13:28:43, time: 1.449, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0159, loss_rpn_bbox: 0.0235, loss_semantic_seg: 0.1390, s0.loss_cls: 0.1314, s0.acc: 94.9695, s0.loss_bbox: 0.0772, s0.loss_mask: 0.1776, s1.loss_cls: 0.0585, s1.acc: 95.6008, s1.loss_bbox: 0.0899, s1.loss_mask: 0.0842, s2.loss_cls: 0.0301, s2.acc: 95.3791, s2.loss_bbox: 0.0605, s2.loss_mask: 0.0399, loss: 0.9278 2022-06-08 23:51:18,243 - mmdet - INFO - Epoch [32][3950/7330] lr: 1.000e-05, eta: 13:27:29, time: 1.472, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0141, loss_rpn_bbox: 0.0219, loss_semantic_seg: 0.1316, s0.loss_cls: 0.1264, s0.acc: 95.1179, s0.loss_bbox: 0.0761, s0.loss_mask: 0.1760, s1.loss_cls: 0.0566, s1.acc: 95.5455, s1.loss_bbox: 0.0912, s1.loss_mask: 0.0835, s2.loss_cls: 0.0295, s2.acc: 95.3176, s2.loss_bbox: 0.0617, s2.loss_mask: 0.0394, loss: 0.9080 2022-06-08 23:52:32,526 - mmdet - INFO - Epoch [32][4000/7330] lr: 1.000e-05, eta: 13:26:15, time: 1.486, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0171, loss_rpn_bbox: 0.0240, loss_semantic_seg: 0.1384, s0.loss_cls: 0.1338, s0.acc: 94.8003, s0.loss_bbox: 0.0803, s0.loss_mask: 0.1810, s1.loss_cls: 0.0604, s1.acc: 95.3769, s1.loss_bbox: 0.0940, s1.loss_mask: 0.0857, s2.loss_cls: 0.0306, s2.acc: 95.2556, s2.loss_bbox: 0.0633, s2.loss_mask: 0.0406, loss: 0.9494 2022-06-08 23:53:46,082 - mmdet - INFO - Epoch [32][4050/7330] lr: 1.000e-05, eta: 13:25:01, time: 1.471, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0155, loss_rpn_bbox: 0.0211, loss_semantic_seg: 0.1432, s0.loss_cls: 0.1282, s0.acc: 95.1528, s0.loss_bbox: 0.0748, s0.loss_mask: 0.1749, s1.loss_cls: 0.0575, s1.acc: 95.7228, s1.loss_bbox: 0.0868, s1.loss_mask: 0.0831, s2.loss_cls: 0.0291, s2.acc: 95.6200, s2.loss_bbox: 0.0596, s2.loss_mask: 0.0396, loss: 0.9135 2022-06-08 23:54:59,572 - mmdet - INFO - Epoch [32][4100/7330] lr: 1.000e-05, eta: 13:23:46, time: 1.468, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0142, loss_rpn_bbox: 0.0213, loss_semantic_seg: 0.1324, s0.loss_cls: 0.1242, s0.acc: 95.1658, s0.loss_bbox: 0.0777, s0.loss_mask: 0.1751, s1.loss_cls: 0.0562, s1.acc: 95.6768, s1.loss_bbox: 0.0908, s1.loss_mask: 0.0828, s2.loss_cls: 0.0291, s2.acc: 95.4599, s2.loss_bbox: 0.0602, s2.loss_mask: 0.0394, loss: 0.9033 2022-06-08 23:56:14,350 - mmdet - INFO - Epoch [32][4150/7330] lr: 1.000e-05, eta: 13:22:33, time: 1.498, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0168, loss_rpn_bbox: 0.0222, loss_semantic_seg: 0.1376, s0.loss_cls: 0.1301, s0.acc: 95.1001, s0.loss_bbox: 0.0742, s0.loss_mask: 0.1707, s1.loss_cls: 0.0581, s1.acc: 95.6894, s1.loss_bbox: 0.0871, s1.loss_mask: 0.0804, s2.loss_cls: 0.0295, s2.acc: 95.5371, s2.loss_bbox: 0.0592, s2.loss_mask: 0.0382, loss: 0.9040 2022-06-08 23:57:27,357 - mmdet - INFO - Epoch [32][4200/7330] lr: 1.000e-05, eta: 13:21:18, time: 1.460, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0148, loss_rpn_bbox: 0.0201, loss_semantic_seg: 0.1383, s0.loss_cls: 0.1231, s0.acc: 95.3821, s0.loss_bbox: 0.0704, s0.loss_mask: 0.1697, s1.loss_cls: 0.0554, s1.acc: 95.8687, s1.loss_bbox: 0.0834, s1.loss_mask: 0.0808, s2.loss_cls: 0.0282, s2.acc: 95.8132, s2.loss_bbox: 0.0562, s2.loss_mask: 0.0383, loss: 0.8786 2022-06-08 23:58:40,365 - mmdet - INFO - Epoch [32][4250/7330] lr: 1.000e-05, eta: 13:20:04, time: 1.460, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0157, loss_rpn_bbox: 0.0219, loss_semantic_seg: 0.1340, s0.loss_cls: 0.1275, s0.acc: 95.2126, s0.loss_bbox: 0.0736, s0.loss_mask: 0.1705, s1.loss_cls: 0.0583, s1.acc: 95.6915, s1.loss_bbox: 0.0881, s1.loss_mask: 0.0815, s2.loss_cls: 0.0299, s2.acc: 95.4975, s2.loss_bbox: 0.0587, s2.loss_mask: 0.0386, loss: 0.8984 2022-06-08 23:59:53,607 - mmdet - INFO - Epoch [32][4300/7330] lr: 1.000e-05, eta: 13:18:50, time: 1.465, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0124, loss_rpn_bbox: 0.0213, loss_semantic_seg: 0.1299, s0.loss_cls: 0.1189, s0.acc: 95.4338, s0.loss_bbox: 0.0724, s0.loss_mask: 0.1738, s1.loss_cls: 0.0523, s1.acc: 95.9676, s1.loss_bbox: 0.0864, s1.loss_mask: 0.0833, s2.loss_cls: 0.0270, s2.acc: 95.8341, s2.loss_bbox: 0.0614, s2.loss_mask: 0.0398, loss: 0.8789 2022-06-09 00:01:07,803 - mmdet - INFO - Epoch [32][4350/7330] lr: 1.000e-05, eta: 13:17:36, time: 1.481, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0166, loss_rpn_bbox: 0.0219, loss_semantic_seg: 0.1341, s0.loss_cls: 0.1293, s0.acc: 95.1011, s0.loss_bbox: 0.0763, s0.loss_mask: 0.1789, s1.loss_cls: 0.0575, s1.acc: 95.6835, s1.loss_bbox: 0.0908, s1.loss_mask: 0.0852, s2.loss_cls: 0.0298, s2.acc: 95.3828, s2.loss_bbox: 0.0624, s2.loss_mask: 0.0404, loss: 0.9232 2022-06-09 00:02:22,449 - mmdet - INFO - Epoch [32][4400/7330] lr: 1.000e-05, eta: 13:16:22, time: 1.495, data_time: 0.020, memory: 64799, loss_rpn_cls: 0.0151, loss_rpn_bbox: 0.0218, loss_semantic_seg: 0.1380, s0.loss_cls: 0.1339, s0.acc: 94.9246, s0.loss_bbox: 0.0783, s0.loss_mask: 0.1755, s1.loss_cls: 0.0598, s1.acc: 95.4887, s1.loss_bbox: 0.0898, s1.loss_mask: 0.0829, s2.loss_cls: 0.0304, s2.acc: 95.3571, s2.loss_bbox: 0.0609, s2.loss_mask: 0.0396, loss: 0.9258 2022-06-09 00:03:34,965 - mmdet - INFO - Epoch [32][4450/7330] lr: 1.000e-05, eta: 13:15:07, time: 1.451, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0141, loss_rpn_bbox: 0.0218, loss_semantic_seg: 0.1348, s0.loss_cls: 0.1272, s0.acc: 95.1679, s0.loss_bbox: 0.0755, s0.loss_mask: 0.1769, s1.loss_cls: 0.0568, s1.acc: 95.6192, s1.loss_bbox: 0.0886, s1.loss_mask: 0.0837, s2.loss_cls: 0.0287, s2.acc: 95.5131, s2.loss_bbox: 0.0612, s2.loss_mask: 0.0398, loss: 0.9093 2022-06-09 00:04:47,861 - mmdet - INFO - Epoch [32][4500/7330] lr: 1.000e-05, eta: 13:13:53, time: 1.458, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0148, loss_rpn_bbox: 0.0220, loss_semantic_seg: 0.1363, s0.loss_cls: 0.1282, s0.acc: 95.1992, s0.loss_bbox: 0.0744, s0.loss_mask: 0.1777, s1.loss_cls: 0.0567, s1.acc: 95.8736, s1.loss_bbox: 0.0884, s1.loss_mask: 0.0841, s2.loss_cls: 0.0289, s2.acc: 95.6788, s2.loss_bbox: 0.0607, s2.loss_mask: 0.0398, loss: 0.9119 2022-06-09 00:06:01,418 - mmdet - INFO - Epoch [32][4550/7330] lr: 1.000e-05, eta: 13:12:39, time: 1.471, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0147, loss_rpn_bbox: 0.0228, loss_semantic_seg: 0.1362, s0.loss_cls: 0.1296, s0.acc: 95.0322, s0.loss_bbox: 0.0767, s0.loss_mask: 0.1734, s1.loss_cls: 0.0579, s1.acc: 95.5901, s1.loss_bbox: 0.0885, s1.loss_mask: 0.0819, s2.loss_cls: 0.0294, s2.acc: 95.4375, s2.loss_bbox: 0.0603, s2.loss_mask: 0.0396, loss: 0.9110 2022-06-09 00:07:15,192 - mmdet - INFO - Epoch [32][4600/7330] lr: 1.000e-05, eta: 13:11:25, time: 1.475, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0163, loss_rpn_bbox: 0.0230, loss_semantic_seg: 0.1357, s0.loss_cls: 0.1278, s0.acc: 95.1594, s0.loss_bbox: 0.0739, s0.loss_mask: 0.1741, s1.loss_cls: 0.0579, s1.acc: 95.7017, s1.loss_bbox: 0.0866, s1.loss_mask: 0.0827, s2.loss_cls: 0.0296, s2.acc: 95.4981, s2.loss_bbox: 0.0589, s2.loss_mask: 0.0394, loss: 0.9059 2022-06-09 00:08:28,392 - mmdet - INFO - Epoch [32][4650/7330] lr: 1.000e-05, eta: 13:10:11, time: 1.464, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0147, loss_rpn_bbox: 0.0211, loss_semantic_seg: 0.1375, s0.loss_cls: 0.1277, s0.acc: 95.1619, s0.loss_bbox: 0.0731, s0.loss_mask: 0.1748, s1.loss_cls: 0.0566, s1.acc: 95.6709, s1.loss_bbox: 0.0894, s1.loss_mask: 0.0832, s2.loss_cls: 0.0293, s2.acc: 95.4692, s2.loss_bbox: 0.0615, s2.loss_mask: 0.0398, loss: 0.9087 2022-06-09 00:09:40,919 - mmdet - INFO - Epoch [32][4700/7330] lr: 1.000e-05, eta: 13:08:56, time: 1.448, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0147, loss_rpn_bbox: 0.0222, loss_semantic_seg: 0.1391, s0.loss_cls: 0.1265, s0.acc: 95.1946, s0.loss_bbox: 0.0727, s0.loss_mask: 0.1723, s1.loss_cls: 0.0567, s1.acc: 95.7340, s1.loss_bbox: 0.0863, s1.loss_mask: 0.0820, s2.loss_cls: 0.0290, s2.acc: 95.5765, s2.loss_bbox: 0.0592, s2.loss_mask: 0.0391, loss: 0.9000 2022-06-09 00:10:53,978 - mmdet - INFO - Epoch [32][4750/7330] lr: 1.000e-05, eta: 13:07:42, time: 1.462, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0158, loss_rpn_bbox: 0.0220, loss_semantic_seg: 0.1387, s0.loss_cls: 0.1320, s0.acc: 94.9377, s0.loss_bbox: 0.0743, s0.loss_mask: 0.1732, s1.loss_cls: 0.0587, s1.acc: 95.4549, s1.loss_bbox: 0.0875, s1.loss_mask: 0.0818, s2.loss_cls: 0.0305, s2.acc: 95.2544, s2.loss_bbox: 0.0591, s2.loss_mask: 0.0389, loss: 0.9125 2022-06-09 00:12:07,192 - mmdet - INFO - Epoch [32][4800/7330] lr: 1.000e-05, eta: 13:06:28, time: 1.466, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0141, loss_rpn_bbox: 0.0209, loss_semantic_seg: 0.1353, s0.loss_cls: 0.1226, s0.acc: 95.2908, s0.loss_bbox: 0.0732, s0.loss_mask: 0.1712, s1.loss_cls: 0.0538, s1.acc: 95.8836, s1.loss_bbox: 0.0858, s1.loss_mask: 0.0816, s2.loss_cls: 0.0276, s2.acc: 95.7398, s2.loss_bbox: 0.0601, s2.loss_mask: 0.0390, loss: 0.8851 2022-06-09 00:13:20,597 - mmdet - INFO - Epoch [32][4850/7330] lr: 1.000e-05, eta: 13:05:14, time: 1.468, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0163, loss_rpn_bbox: 0.0231, loss_semantic_seg: 0.1392, s0.loss_cls: 0.1303, s0.acc: 95.0771, s0.loss_bbox: 0.0749, s0.loss_mask: 0.1801, s1.loss_cls: 0.0577, s1.acc: 95.6839, s1.loss_bbox: 0.0916, s1.loss_mask: 0.0855, s2.loss_cls: 0.0300, s2.acc: 95.4169, s2.loss_bbox: 0.0630, s2.loss_mask: 0.0406, loss: 0.9323 2022-06-09 00:14:33,991 - mmdet - INFO - Epoch [32][4900/7330] lr: 1.000e-05, eta: 13:04:00, time: 1.468, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0144, loss_rpn_bbox: 0.0222, loss_semantic_seg: 0.1452, s0.loss_cls: 0.1287, s0.acc: 95.1133, s0.loss_bbox: 0.0747, s0.loss_mask: 0.1763, s1.loss_cls: 0.0579, s1.acc: 95.6354, s1.loss_bbox: 0.0878, s1.loss_mask: 0.0834, s2.loss_cls: 0.0298, s2.acc: 95.5304, s2.loss_bbox: 0.0595, s2.loss_mask: 0.0396, loss: 0.9195 2022-06-09 00:15:47,455 - mmdet - INFO - Epoch [32][4950/7330] lr: 1.000e-05, eta: 13:02:46, time: 1.469, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0144, loss_rpn_bbox: 0.0227, loss_semantic_seg: 0.1428, s0.loss_cls: 0.1295, s0.acc: 95.0632, s0.loss_bbox: 0.0779, s0.loss_mask: 0.1750, s1.loss_cls: 0.0576, s1.acc: 95.5762, s1.loss_bbox: 0.0921, s1.loss_mask: 0.0829, s2.loss_cls: 0.0297, s2.acc: 95.3926, s2.loss_bbox: 0.0624, s2.loss_mask: 0.0393, loss: 0.9264 2022-06-09 00:17:00,943 - mmdet - INFO - Epoch [32][5000/7330] lr: 1.000e-05, eta: 13:01:31, time: 1.469, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0160, loss_rpn_bbox: 0.0218, loss_semantic_seg: 0.1379, s0.loss_cls: 0.1269, s0.acc: 95.1362, s0.loss_bbox: 0.0730, s0.loss_mask: 0.1718, s1.loss_cls: 0.0572, s1.acc: 95.6020, s1.loss_bbox: 0.0864, s1.loss_mask: 0.0812, s2.loss_cls: 0.0292, s2.acc: 95.4322, s2.loss_bbox: 0.0593, s2.loss_mask: 0.0384, loss: 0.8992 2022-06-09 00:18:13,421 - mmdet - INFO - Epoch [32][5050/7330] lr: 1.000e-05, eta: 13:00:17, time: 1.450, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0151, loss_rpn_bbox: 0.0216, loss_semantic_seg: 0.1386, s0.loss_cls: 0.1284, s0.acc: 95.0706, s0.loss_bbox: 0.0751, s0.loss_mask: 0.1782, s1.loss_cls: 0.0578, s1.acc: 95.6393, s1.loss_bbox: 0.0924, s1.loss_mask: 0.0845, s2.loss_cls: 0.0299, s2.acc: 95.4605, s2.loss_bbox: 0.0624, s2.loss_mask: 0.0398, loss: 0.9240 2022-06-09 00:19:26,068 - mmdet - INFO - Epoch [32][5100/7330] lr: 1.000e-05, eta: 12:59:03, time: 1.453, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0149, loss_rpn_bbox: 0.0207, loss_semantic_seg: 0.1389, s0.loss_cls: 0.1254, s0.acc: 95.2256, s0.loss_bbox: 0.0744, s0.loss_mask: 0.1761, s1.loss_cls: 0.0568, s1.acc: 95.6292, s1.loss_bbox: 0.0869, s1.loss_mask: 0.0836, s2.loss_cls: 0.0295, s2.acc: 95.4291, s2.loss_bbox: 0.0585, s2.loss_mask: 0.0399, loss: 0.9057 2022-06-09 00:20:39,061 - mmdet - INFO - Epoch [32][5150/7330] lr: 1.000e-05, eta: 12:57:49, time: 1.460, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0158, loss_rpn_bbox: 0.0222, loss_semantic_seg: 0.1417, s0.loss_cls: 0.1262, s0.acc: 95.2397, s0.loss_bbox: 0.0758, s0.loss_mask: 0.1751, s1.loss_cls: 0.0558, s1.acc: 95.8474, s1.loss_bbox: 0.0886, s1.loss_mask: 0.0836, s2.loss_cls: 0.0288, s2.acc: 95.6752, s2.loss_bbox: 0.0602, s2.loss_mask: 0.0393, loss: 0.9131 2022-06-09 00:21:51,225 - mmdet - INFO - Epoch [32][5200/7330] lr: 1.000e-05, eta: 12:56:34, time: 1.443, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0151, loss_rpn_bbox: 0.0218, loss_semantic_seg: 0.1373, s0.loss_cls: 0.1285, s0.acc: 95.2500, s0.loss_bbox: 0.0722, s0.loss_mask: 0.1737, s1.loss_cls: 0.0575, s1.acc: 95.7735, s1.loss_bbox: 0.0856, s1.loss_mask: 0.0826, s2.loss_cls: 0.0294, s2.acc: 95.6368, s2.loss_bbox: 0.0581, s2.loss_mask: 0.0391, loss: 0.9009 2022-06-09 00:23:04,197 - mmdet - INFO - Epoch [32][5250/7330] lr: 1.000e-05, eta: 12:55:20, time: 1.460, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0166, loss_rpn_bbox: 0.0229, loss_semantic_seg: 0.1374, s0.loss_cls: 0.1327, s0.acc: 94.9414, s0.loss_bbox: 0.0776, s0.loss_mask: 0.1737, s1.loss_cls: 0.0602, s1.acc: 95.5031, s1.loss_bbox: 0.0931, s1.loss_mask: 0.0823, s2.loss_cls: 0.0312, s2.acc: 95.2654, s2.loss_bbox: 0.0626, s2.loss_mask: 0.0390, loss: 0.9292 2022-06-09 00:24:17,459 - mmdet - INFO - Epoch [32][5300/7330] lr: 1.000e-05, eta: 12:54:06, time: 1.465, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0158, loss_rpn_bbox: 0.0223, loss_semantic_seg: 0.1368, s0.loss_cls: 0.1285, s0.acc: 95.0938, s0.loss_bbox: 0.0761, s0.loss_mask: 0.1810, s1.loss_cls: 0.0567, s1.acc: 95.6469, s1.loss_bbox: 0.0917, s1.loss_mask: 0.0856, s2.loss_cls: 0.0293, s2.acc: 95.3749, s2.loss_bbox: 0.0623, s2.loss_mask: 0.0406, loss: 0.9267 2022-06-09 00:25:31,082 - mmdet - INFO - Epoch [32][5350/7330] lr: 1.000e-05, eta: 12:52:52, time: 1.472, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0146, loss_rpn_bbox: 0.0220, loss_semantic_seg: 0.1397, s0.loss_cls: 0.1269, s0.acc: 95.2051, s0.loss_bbox: 0.0747, s0.loss_mask: 0.1765, s1.loss_cls: 0.0568, s1.acc: 95.7509, s1.loss_bbox: 0.0881, s1.loss_mask: 0.0843, s2.loss_cls: 0.0294, s2.acc: 95.5344, s2.loss_bbox: 0.0602, s2.loss_mask: 0.0401, loss: 0.9133 2022-06-09 00:26:44,134 - mmdet - INFO - Epoch [32][5400/7330] lr: 1.000e-05, eta: 12:51:37, time: 1.461, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0164, loss_rpn_bbox: 0.0222, loss_semantic_seg: 0.1383, s0.loss_cls: 0.1288, s0.acc: 95.0640, s0.loss_bbox: 0.0758, s0.loss_mask: 0.1792, s1.loss_cls: 0.0584, s1.acc: 95.5891, s1.loss_bbox: 0.0928, s1.loss_mask: 0.0856, s2.loss_cls: 0.0302, s2.acc: 95.3852, s2.loss_bbox: 0.0613, s2.loss_mask: 0.0406, loss: 0.9296 2022-06-09 00:27:57,142 - mmdet - INFO - Epoch [32][5450/7330] lr: 1.000e-05, eta: 12:50:23, time: 1.460, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0136, loss_rpn_bbox: 0.0205, loss_semantic_seg: 0.1401, s0.loss_cls: 0.1255, s0.acc: 95.2104, s0.loss_bbox: 0.0712, s0.loss_mask: 0.1745, s1.loss_cls: 0.0573, s1.acc: 95.7078, s1.loss_bbox: 0.0856, s1.loss_mask: 0.0832, s2.loss_cls: 0.0291, s2.acc: 95.5553, s2.loss_bbox: 0.0599, s2.loss_mask: 0.0397, loss: 0.9002 2022-06-09 00:29:09,293 - mmdet - INFO - Epoch [32][5500/7330] lr: 1.000e-05, eta: 12:49:09, time: 1.443, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0169, loss_rpn_bbox: 0.0200, loss_semantic_seg: 0.1379, s0.loss_cls: 0.1256, s0.acc: 95.2769, s0.loss_bbox: 0.0715, s0.loss_mask: 0.1735, s1.loss_cls: 0.0560, s1.acc: 95.8379, s1.loss_bbox: 0.0859, s1.loss_mask: 0.0826, s2.loss_cls: 0.0289, s2.acc: 95.6835, s2.loss_bbox: 0.0592, s2.loss_mask: 0.0392, loss: 0.8972 2022-06-09 00:30:23,404 - mmdet - INFO - Epoch [32][5550/7330] lr: 1.000e-05, eta: 12:47:55, time: 1.482, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0159, loss_rpn_bbox: 0.0228, loss_semantic_seg: 0.1360, s0.loss_cls: 0.1272, s0.acc: 95.1128, s0.loss_bbox: 0.0747, s0.loss_mask: 0.1730, s1.loss_cls: 0.0568, s1.acc: 95.6331, s1.loss_bbox: 0.0883, s1.loss_mask: 0.0822, s2.loss_cls: 0.0291, s2.acc: 95.4221, s2.loss_bbox: 0.0605, s2.loss_mask: 0.0390, loss: 0.9053 2022-06-09 00:31:35,854 - mmdet - INFO - Epoch [32][5600/7330] lr: 1.000e-05, eta: 12:46:41, time: 1.449, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0140, loss_rpn_bbox: 0.0196, loss_semantic_seg: 0.1387, s0.loss_cls: 0.1182, s0.acc: 95.4548, s0.loss_bbox: 0.0710, s0.loss_mask: 0.1689, s1.loss_cls: 0.0522, s1.acc: 95.9923, s1.loss_bbox: 0.0843, s1.loss_mask: 0.0804, s2.loss_cls: 0.0268, s2.acc: 95.8551, s2.loss_bbox: 0.0584, s2.loss_mask: 0.0381, loss: 0.8706 2022-06-09 00:32:48,728 - mmdet - INFO - Epoch [32][5650/7330] lr: 1.000e-05, eta: 12:45:26, time: 1.457, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0151, loss_rpn_bbox: 0.0203, loss_semantic_seg: 0.1382, s0.loss_cls: 0.1272, s0.acc: 95.1836, s0.loss_bbox: 0.0758, s0.loss_mask: 0.1744, s1.loss_cls: 0.0571, s1.acc: 95.7183, s1.loss_bbox: 0.0880, s1.loss_mask: 0.0825, s2.loss_cls: 0.0292, s2.acc: 95.5849, s2.loss_bbox: 0.0587, s2.loss_mask: 0.0390, loss: 0.9055 2022-06-09 00:34:01,665 - mmdet - INFO - Epoch [32][5700/7330] lr: 1.000e-05, eta: 12:44:12, time: 1.459, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0130, loss_rpn_bbox: 0.0200, loss_semantic_seg: 0.1354, s0.loss_cls: 0.1225, s0.acc: 95.3789, s0.loss_bbox: 0.0730, s0.loss_mask: 0.1760, s1.loss_cls: 0.0552, s1.acc: 95.9061, s1.loss_bbox: 0.0873, s1.loss_mask: 0.0840, s2.loss_cls: 0.0288, s2.acc: 95.5608, s2.loss_bbox: 0.0603, s2.loss_mask: 0.0398, loss: 0.8954 2022-06-09 00:35:14,585 - mmdet - INFO - Epoch [32][5750/7330] lr: 1.000e-05, eta: 12:42:58, time: 1.458, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0168, loss_rpn_bbox: 0.0225, loss_semantic_seg: 0.1427, s0.loss_cls: 0.1292, s0.acc: 95.1025, s0.loss_bbox: 0.0743, s0.loss_mask: 0.1718, s1.loss_cls: 0.0588, s1.acc: 95.5725, s1.loss_bbox: 0.0875, s1.loss_mask: 0.0810, s2.loss_cls: 0.0297, s2.acc: 95.3535, s2.loss_bbox: 0.0589, s2.loss_mask: 0.0383, loss: 0.9117 2022-06-09 00:36:27,206 - mmdet - INFO - Epoch [32][5800/7330] lr: 1.000e-05, eta: 12:41:44, time: 1.452, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0145, loss_rpn_bbox: 0.0206, loss_semantic_seg: 0.1373, s0.loss_cls: 0.1275, s0.acc: 95.1592, s0.loss_bbox: 0.0745, s0.loss_mask: 0.1736, s1.loss_cls: 0.0570, s1.acc: 95.6520, s1.loss_bbox: 0.0887, s1.loss_mask: 0.0822, s2.loss_cls: 0.0293, s2.acc: 95.5067, s2.loss_bbox: 0.0609, s2.loss_mask: 0.0391, loss: 0.9051 2022-06-09 00:37:39,181 - mmdet - INFO - Epoch [32][5850/7330] lr: 1.000e-05, eta: 12:40:29, time: 1.439, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0152, loss_rpn_bbox: 0.0207, loss_semantic_seg: 0.1390, s0.loss_cls: 0.1221, s0.acc: 95.3045, s0.loss_bbox: 0.0736, s0.loss_mask: 0.1756, s1.loss_cls: 0.0548, s1.acc: 95.7483, s1.loss_bbox: 0.0855, s1.loss_mask: 0.0834, s2.loss_cls: 0.0275, s2.acc: 95.7376, s2.loss_bbox: 0.0581, s2.loss_mask: 0.0399, loss: 0.8955 2022-06-09 00:38:52,008 - mmdet - INFO - Epoch [32][5900/7330] lr: 1.000e-05, eta: 12:39:15, time: 1.457, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0150, loss_rpn_bbox: 0.0226, loss_semantic_seg: 0.1310, s0.loss_cls: 0.1282, s0.acc: 95.1082, s0.loss_bbox: 0.0767, s0.loss_mask: 0.1767, s1.loss_cls: 0.0579, s1.acc: 95.6367, s1.loss_bbox: 0.0913, s1.loss_mask: 0.0837, s2.loss_cls: 0.0299, s2.acc: 95.3687, s2.loss_bbox: 0.0611, s2.loss_mask: 0.0397, loss: 0.9140 2022-06-09 00:40:04,855 - mmdet - INFO - Epoch [32][5950/7330] lr: 1.000e-05, eta: 12:38:01, time: 1.457, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0141, loss_rpn_bbox: 0.0203, loss_semantic_seg: 0.1343, s0.loss_cls: 0.1228, s0.acc: 95.3682, s0.loss_bbox: 0.0725, s0.loss_mask: 0.1688, s1.loss_cls: 0.0560, s1.acc: 95.8295, s1.loss_bbox: 0.0836, s1.loss_mask: 0.0798, s2.loss_cls: 0.0292, s2.acc: 95.6728, s2.loss_bbox: 0.0563, s2.loss_mask: 0.0378, loss: 0.8755 2022-06-09 00:41:18,624 - mmdet - INFO - Epoch [32][6000/7330] lr: 1.000e-05, eta: 12:36:47, time: 1.475, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0158, loss_rpn_bbox: 0.0216, loss_semantic_seg: 0.1293, s0.loss_cls: 0.1253, s0.acc: 95.2603, s0.loss_bbox: 0.0753, s0.loss_mask: 0.1776, s1.loss_cls: 0.0558, s1.acc: 95.8031, s1.loss_bbox: 0.0878, s1.loss_mask: 0.0841, s2.loss_cls: 0.0285, s2.acc: 95.6134, s2.loss_bbox: 0.0592, s2.loss_mask: 0.0399, loss: 0.9002 2022-06-09 00:42:32,240 - mmdet - INFO - Epoch [32][6050/7330] lr: 1.000e-05, eta: 12:35:33, time: 1.472, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0162, loss_rpn_bbox: 0.0228, loss_semantic_seg: 0.1359, s0.loss_cls: 0.1240, s0.acc: 95.3184, s0.loss_bbox: 0.0732, s0.loss_mask: 0.1741, s1.loss_cls: 0.0556, s1.acc: 95.8647, s1.loss_bbox: 0.0872, s1.loss_mask: 0.0824, s2.loss_cls: 0.0284, s2.acc: 95.7419, s2.loss_bbox: 0.0596, s2.loss_mask: 0.0391, loss: 0.8984 2022-06-09 00:43:45,707 - mmdet - INFO - Epoch [32][6100/7330] lr: 1.000e-05, eta: 12:34:18, time: 1.469, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0169, loss_rpn_bbox: 0.0237, loss_semantic_seg: 0.1350, s0.loss_cls: 0.1333, s0.acc: 94.9692, s0.loss_bbox: 0.0809, s0.loss_mask: 0.1790, s1.loss_cls: 0.0590, s1.acc: 95.5535, s1.loss_bbox: 0.0945, s1.loss_mask: 0.0850, s2.loss_cls: 0.0307, s2.acc: 95.2837, s2.loss_bbox: 0.0627, s2.loss_mask: 0.0402, loss: 0.9410 2022-06-09 00:44:58,293 - mmdet - INFO - Epoch [32][6150/7330] lr: 1.000e-05, eta: 12:33:04, time: 1.452, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0145, loss_rpn_bbox: 0.0208, loss_semantic_seg: 0.1331, s0.loss_cls: 0.1245, s0.acc: 95.2466, s0.loss_bbox: 0.0752, s0.loss_mask: 0.1730, s1.loss_cls: 0.0548, s1.acc: 95.8141, s1.loss_bbox: 0.0890, s1.loss_mask: 0.0820, s2.loss_cls: 0.0282, s2.acc: 95.5560, s2.loss_bbox: 0.0604, s2.loss_mask: 0.0389, loss: 0.8946 2022-06-09 00:46:11,381 - mmdet - INFO - Epoch [32][6200/7330] lr: 1.000e-05, eta: 12:31:50, time: 1.462, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0145, loss_rpn_bbox: 0.0229, loss_semantic_seg: 0.1363, s0.loss_cls: 0.1254, s0.acc: 95.2366, s0.loss_bbox: 0.0776, s0.loss_mask: 0.1727, s1.loss_cls: 0.0559, s1.acc: 95.7526, s1.loss_bbox: 0.0916, s1.loss_mask: 0.0817, s2.loss_cls: 0.0293, s2.acc: 95.4037, s2.loss_bbox: 0.0609, s2.loss_mask: 0.0388, loss: 0.9076 2022-06-09 00:47:23,381 - mmdet - INFO - Epoch [32][6250/7330] lr: 1.000e-05, eta: 12:30:36, time: 1.440, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0150, loss_rpn_bbox: 0.0200, loss_semantic_seg: 0.1398, s0.loss_cls: 0.1267, s0.acc: 95.1104, s0.loss_bbox: 0.0742, s0.loss_mask: 0.1695, s1.loss_cls: 0.0571, s1.acc: 95.6605, s1.loss_bbox: 0.0876, s1.loss_mask: 0.0805, s2.loss_cls: 0.0293, s2.acc: 95.4005, s2.loss_bbox: 0.0594, s2.loss_mask: 0.0383, loss: 0.8974 2022-06-09 00:48:36,516 - mmdet - INFO - Epoch [32][6300/7330] lr: 1.000e-05, eta: 12:29:21, time: 1.463, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0139, loss_rpn_bbox: 0.0211, loss_semantic_seg: 0.1316, s0.loss_cls: 0.1257, s0.acc: 95.1829, s0.loss_bbox: 0.0735, s0.loss_mask: 0.1759, s1.loss_cls: 0.0568, s1.acc: 95.6563, s1.loss_bbox: 0.0881, s1.loss_mask: 0.0840, s2.loss_cls: 0.0291, s2.acc: 95.5271, s2.loss_bbox: 0.0605, s2.loss_mask: 0.0398, loss: 0.9000 2022-06-09 00:49:49,745 - mmdet - INFO - Epoch [32][6350/7330] lr: 1.000e-05, eta: 12:28:07, time: 1.464, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0130, loss_rpn_bbox: 0.0193, loss_semantic_seg: 0.1380, s0.loss_cls: 0.1226, s0.acc: 95.3093, s0.loss_bbox: 0.0714, s0.loss_mask: 0.1711, s1.loss_cls: 0.0549, s1.acc: 95.9108, s1.loss_bbox: 0.0836, s1.loss_mask: 0.0818, s2.loss_cls: 0.0276, s2.acc: 95.7763, s2.loss_bbox: 0.0579, s2.loss_mask: 0.0389, loss: 0.8800 2022-06-09 00:51:03,288 - mmdet - INFO - Epoch [32][6400/7330] lr: 1.000e-05, eta: 12:26:53, time: 1.471, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0158, loss_rpn_bbox: 0.0228, loss_semantic_seg: 0.1339, s0.loss_cls: 0.1250, s0.acc: 95.2041, s0.loss_bbox: 0.0692, s0.loss_mask: 0.1700, s1.loss_cls: 0.0553, s1.acc: 95.7992, s1.loss_bbox: 0.0834, s1.loss_mask: 0.0813, s2.loss_cls: 0.0281, s2.acc: 95.6515, s2.loss_bbox: 0.0591, s2.loss_mask: 0.0389, loss: 0.8828 2022-06-09 00:52:15,595 - mmdet - INFO - Epoch [32][6450/7330] lr: 1.000e-05, eta: 12:25:39, time: 1.446, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0144, loss_rpn_bbox: 0.0206, loss_semantic_seg: 0.1380, s0.loss_cls: 0.1265, s0.acc: 95.2175, s0.loss_bbox: 0.0732, s0.loss_mask: 0.1728, s1.loss_cls: 0.0565, s1.acc: 95.7484, s1.loss_bbox: 0.0871, s1.loss_mask: 0.0812, s2.loss_cls: 0.0290, s2.acc: 95.5254, s2.loss_bbox: 0.0598, s2.loss_mask: 0.0388, loss: 0.8979 2022-06-09 00:53:28,395 - mmdet - INFO - Epoch [32][6500/7330] lr: 1.000e-05, eta: 12:24:25, time: 1.456, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0185, loss_rpn_bbox: 0.0234, loss_semantic_seg: 0.1405, s0.loss_cls: 0.1317, s0.acc: 94.9809, s0.loss_bbox: 0.0742, s0.loss_mask: 0.1764, s1.loss_cls: 0.0606, s1.acc: 95.3847, s1.loss_bbox: 0.0876, s1.loss_mask: 0.0838, s2.loss_cls: 0.0309, s2.acc: 95.2954, s2.loss_bbox: 0.0595, s2.loss_mask: 0.0395, loss: 0.9265 2022-06-09 00:54:42,097 - mmdet - INFO - Epoch [32][6550/7330] lr: 1.000e-05, eta: 12:23:10, time: 1.472, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0146, loss_rpn_bbox: 0.0217, loss_semantic_seg: 0.1264, s0.loss_cls: 0.1225, s0.acc: 95.2896, s0.loss_bbox: 0.0723, s0.loss_mask: 0.1721, s1.loss_cls: 0.0550, s1.acc: 95.8278, s1.loss_bbox: 0.0854, s1.loss_mask: 0.0819, s2.loss_cls: 0.0281, s2.acc: 95.7344, s2.loss_bbox: 0.0597, s2.loss_mask: 0.0392, loss: 0.8790 2022-06-09 00:55:55,284 - mmdet - INFO - Epoch [32][6600/7330] lr: 1.000e-05, eta: 12:21:56, time: 1.466, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0173, loss_rpn_bbox: 0.0221, loss_semantic_seg: 0.1374, s0.loss_cls: 0.1268, s0.acc: 95.1699, s0.loss_bbox: 0.0752, s0.loss_mask: 0.1782, s1.loss_cls: 0.0567, s1.acc: 95.7366, s1.loss_bbox: 0.0871, s1.loss_mask: 0.0845, s2.loss_cls: 0.0285, s2.acc: 95.6419, s2.loss_bbox: 0.0609, s2.loss_mask: 0.0402, loss: 0.9149 2022-06-09 00:57:07,787 - mmdet - INFO - Epoch [32][6650/7330] lr: 1.000e-05, eta: 12:20:42, time: 1.450, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0140, loss_rpn_bbox: 0.0218, loss_semantic_seg: 0.1383, s0.loss_cls: 0.1201, s0.acc: 95.3855, s0.loss_bbox: 0.0732, s0.loss_mask: 0.1720, s1.loss_cls: 0.0531, s1.acc: 95.9578, s1.loss_bbox: 0.0858, s1.loss_mask: 0.0816, s2.loss_cls: 0.0279, s2.acc: 95.6475, s2.loss_bbox: 0.0577, s2.loss_mask: 0.0387, loss: 0.8843 2022-06-09 00:58:19,639 - mmdet - INFO - Epoch [32][6700/7330] lr: 1.000e-05, eta: 12:19:28, time: 1.437, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0153, loss_rpn_bbox: 0.0208, loss_semantic_seg: 0.1353, s0.loss_cls: 0.1251, s0.acc: 95.2400, s0.loss_bbox: 0.0705, s0.loss_mask: 0.1719, s1.loss_cls: 0.0550, s1.acc: 95.8352, s1.loss_bbox: 0.0841, s1.loss_mask: 0.0813, s2.loss_cls: 0.0282, s2.acc: 95.7266, s2.loss_bbox: 0.0579, s2.loss_mask: 0.0386, loss: 0.8841 2022-06-09 00:59:31,621 - mmdet - INFO - Epoch [32][6750/7330] lr: 1.000e-05, eta: 12:18:13, time: 1.440, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0165, loss_rpn_bbox: 0.0228, loss_semantic_seg: 0.1367, s0.loss_cls: 0.1219, s0.acc: 95.2725, s0.loss_bbox: 0.0726, s0.loss_mask: 0.1729, s1.loss_cls: 0.0536, s1.acc: 95.9410, s1.loss_bbox: 0.0862, s1.loss_mask: 0.0816, s2.loss_cls: 0.0271, s2.acc: 95.7612, s2.loss_bbox: 0.0600, s2.loss_mask: 0.0385, loss: 0.8904 2022-06-09 01:00:45,909 - mmdet - INFO - Epoch [32][6800/7330] lr: 1.000e-05, eta: 12:16:59, time: 1.486, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0154, loss_rpn_bbox: 0.0225, loss_semantic_seg: 0.1292, s0.loss_cls: 0.1227, s0.acc: 95.2839, s0.loss_bbox: 0.0745, s0.loss_mask: 0.1786, s1.loss_cls: 0.0548, s1.acc: 95.7911, s1.loss_bbox: 0.0893, s1.loss_mask: 0.0849, s2.loss_cls: 0.0279, s2.acc: 95.6897, s2.loss_bbox: 0.0611, s2.loss_mask: 0.0402, loss: 0.9011 2022-06-09 01:01:59,018 - mmdet - INFO - Epoch [32][6850/7330] lr: 1.000e-05, eta: 12:15:45, time: 1.462, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0159, loss_rpn_bbox: 0.0214, loss_semantic_seg: 0.1385, s0.loss_cls: 0.1256, s0.acc: 95.1103, s0.loss_bbox: 0.0728, s0.loss_mask: 0.1722, s1.loss_cls: 0.0567, s1.acc: 95.6183, s1.loss_bbox: 0.0848, s1.loss_mask: 0.0826, s2.loss_cls: 0.0290, s2.acc: 95.4445, s2.loss_bbox: 0.0574, s2.loss_mask: 0.0395, loss: 0.8963 2022-06-09 01:03:11,190 - mmdet - INFO - Epoch [32][6900/7330] lr: 1.000e-05, eta: 12:14:31, time: 1.444, data_time: 0.011, memory: 64799, loss_rpn_cls: 0.0141, loss_rpn_bbox: 0.0204, loss_semantic_seg: 0.1337, s0.loss_cls: 0.1271, s0.acc: 95.2251, s0.loss_bbox: 0.0736, s0.loss_mask: 0.1784, s1.loss_cls: 0.0560, s1.acc: 95.8089, s1.loss_bbox: 0.0887, s1.loss_mask: 0.0845, s2.loss_cls: 0.0292, s2.acc: 95.5999, s2.loss_bbox: 0.0598, s2.loss_mask: 0.0400, loss: 0.9053 2022-06-09 01:04:24,154 - mmdet - INFO - Epoch [32][6950/7330] lr: 1.000e-05, eta: 12:13:16, time: 1.459, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0163, loss_rpn_bbox: 0.0218, loss_semantic_seg: 0.1394, s0.loss_cls: 0.1269, s0.acc: 95.1050, s0.loss_bbox: 0.0747, s0.loss_mask: 0.1753, s1.loss_cls: 0.0570, s1.acc: 95.5273, s1.loss_bbox: 0.0870, s1.loss_mask: 0.0829, s2.loss_cls: 0.0295, s2.acc: 95.3641, s2.loss_bbox: 0.0600, s2.loss_mask: 0.0389, loss: 0.9099 2022-06-09 01:05:36,044 - mmdet - INFO - Epoch [32][7000/7330] lr: 1.000e-05, eta: 12:12:02, time: 1.439, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0165, loss_rpn_bbox: 0.0230, loss_semantic_seg: 0.1328, s0.loss_cls: 0.1275, s0.acc: 95.2242, s0.loss_bbox: 0.0749, s0.loss_mask: 0.1747, s1.loss_cls: 0.0571, s1.acc: 95.7113, s1.loss_bbox: 0.0917, s1.loss_mask: 0.0830, s2.loss_cls: 0.0296, s2.acc: 95.4084, s2.loss_bbox: 0.0619, s2.loss_mask: 0.0393, loss: 0.9120 2022-06-09 01:06:48,374 - mmdet - INFO - Epoch [32][7050/7330] lr: 1.000e-05, eta: 12:10:48, time: 1.447, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0141, loss_rpn_bbox: 0.0212, loss_semantic_seg: 0.1350, s0.loss_cls: 0.1256, s0.acc: 95.1616, s0.loss_bbox: 0.0753, s0.loss_mask: 0.1755, s1.loss_cls: 0.0565, s1.acc: 95.6630, s1.loss_bbox: 0.0867, s1.loss_mask: 0.0823, s2.loss_cls: 0.0291, s2.acc: 95.4149, s2.loss_bbox: 0.0597, s2.loss_mask: 0.0391, loss: 0.9001 2022-06-09 01:08:00,709 - mmdet - INFO - Epoch [32][7100/7330] lr: 1.000e-05, eta: 12:09:34, time: 1.447, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0142, loss_rpn_bbox: 0.0206, loss_semantic_seg: 0.1286, s0.loss_cls: 0.1239, s0.acc: 95.2112, s0.loss_bbox: 0.0746, s0.loss_mask: 0.1763, s1.loss_cls: 0.0559, s1.acc: 95.7047, s1.loss_bbox: 0.0885, s1.loss_mask: 0.0833, s2.loss_cls: 0.0292, s2.acc: 95.3928, s2.loss_bbox: 0.0604, s2.loss_mask: 0.0395, loss: 0.8951 2022-06-09 01:09:14,430 - mmdet - INFO - Epoch [32][7150/7330] lr: 1.000e-05, eta: 12:08:19, time: 1.474, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0170, loss_rpn_bbox: 0.0230, loss_semantic_seg: 0.1296, s0.loss_cls: 0.1297, s0.acc: 95.0864, s0.loss_bbox: 0.0778, s0.loss_mask: 0.1762, s1.loss_cls: 0.0583, s1.acc: 95.5779, s1.loss_bbox: 0.0916, s1.loss_mask: 0.0831, s2.loss_cls: 0.0298, s2.acc: 95.4273, s2.loss_bbox: 0.0621, s2.loss_mask: 0.0395, loss: 0.9177 2022-06-09 01:10:28,179 - mmdet - INFO - Epoch [32][7200/7330] lr: 1.000e-05, eta: 12:07:05, time: 1.475, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0137, loss_rpn_bbox: 0.0218, loss_semantic_seg: 0.1322, s0.loss_cls: 0.1210, s0.acc: 95.2952, s0.loss_bbox: 0.0729, s0.loss_mask: 0.1676, s1.loss_cls: 0.0544, s1.acc: 95.8017, s1.loss_bbox: 0.0864, s1.loss_mask: 0.0794, s2.loss_cls: 0.0283, s2.acc: 95.5619, s2.loss_bbox: 0.0578, s2.loss_mask: 0.0377, loss: 0.8733 2022-06-09 01:11:41,663 - mmdet - INFO - Epoch [32][7250/7330] lr: 1.000e-05, eta: 12:05:51, time: 1.469, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0165, loss_rpn_bbox: 0.0226, loss_semantic_seg: 0.1320, s0.loss_cls: 0.1269, s0.acc: 95.2493, s0.loss_bbox: 0.0732, s0.loss_mask: 0.1741, s1.loss_cls: 0.0564, s1.acc: 95.8394, s1.loss_bbox: 0.0870, s1.loss_mask: 0.0824, s2.loss_cls: 0.0290, s2.acc: 95.6732, s2.loss_bbox: 0.0592, s2.loss_mask: 0.0391, loss: 0.8983 2022-06-09 01:12:55,584 - mmdet - INFO - Epoch [32][7300/7330] lr: 1.000e-05, eta: 12:04:37, time: 1.479, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0148, loss_rpn_bbox: 0.0217, loss_semantic_seg: 0.1418, s0.loss_cls: 0.1259, s0.acc: 95.2056, s0.loss_bbox: 0.0736, s0.loss_mask: 0.1732, s1.loss_cls: 0.0562, s1.acc: 95.7614, s1.loss_bbox: 0.0868, s1.loss_mask: 0.0819, s2.loss_cls: 0.0289, s2.acc: 95.5812, s2.loss_bbox: 0.0599, s2.loss_mask: 0.0388, loss: 0.9035 2022-06-09 01:13:58,133 - mmdet - INFO - Saving checkpoint at 32 epochs 2022-06-09 01:18:08,514 - mmdet - INFO - Evaluating bbox... 2022-06-09 01:18:50,650 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.584 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.771 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.642 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.439 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.621 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.719 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.742 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.742 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.742 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.616 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.775 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.865 2022-06-09 01:18:50,652 - mmdet - INFO - Evaluating segm... 2022-06-09 01:19:38,464 - 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 ] = 0.749 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.556 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.326 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.539 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.687 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.644 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.644 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.644 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.503 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.677 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.782 2022-06-09 01:19:39,366 - mmdet - INFO - Exp name: htc++_beit_adapter_v2_large_fpn_3x_coco.py 2022-06-09 01:19:39,367 - mmdet - INFO - Epoch(val) [32][313] bbox_mAP: 0.5840, bbox_mAP_50: 0.7710, bbox_mAP_75: 0.6420, bbox_mAP_s: 0.4390, bbox_mAP_m: 0.6210, bbox_mAP_l: 0.7190, bbox_mAP_copypaste: 0.584 0.771 0.642 0.439 0.621 0.719, segm_mAP: 0.5070, segm_mAP_50: 0.7490, segm_mAP_75: 0.5560, segm_mAP_s: 0.3260, segm_mAP_m: 0.5390, segm_mAP_l: 0.6870, segm_mAP_copypaste: 0.507 0.749 0.556 0.326 0.539 0.687 2022-06-09 01:25:07,672 - mmdet - INFO - Epoch [33][50/7330] lr: 1.000e-05, eta: 12:03:05, time: 6.565, data_time: 5.070, memory: 64799, loss_rpn_cls: 0.0145, loss_rpn_bbox: 0.0221, loss_semantic_seg: 0.1369, s0.loss_cls: 0.1211, s0.acc: 95.3459, s0.loss_bbox: 0.0712, s0.loss_mask: 0.1732, s1.loss_cls: 0.0541, s1.acc: 95.8445, s1.loss_bbox: 0.0857, s1.loss_mask: 0.0821, s2.loss_cls: 0.0279, s2.acc: 95.7341, s2.loss_bbox: 0.0589, s2.loss_mask: 0.0390, loss: 0.8866 2022-06-09 01:26:21,714 - mmdet - INFO - Epoch [33][100/7330] lr: 1.000e-05, eta: 12:01:51, time: 1.481, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0156, loss_rpn_bbox: 0.0209, loss_semantic_seg: 0.1378, s0.loss_cls: 0.1245, s0.acc: 95.2607, s0.loss_bbox: 0.0722, s0.loss_mask: 0.1741, s1.loss_cls: 0.0557, s1.acc: 95.7957, s1.loss_bbox: 0.0869, s1.loss_mask: 0.0831, s2.loss_cls: 0.0283, s2.acc: 95.6747, s2.loss_bbox: 0.0606, s2.loss_mask: 0.0397, loss: 0.8995 2022-06-09 01:27:36,069 - mmdet - INFO - Epoch [33][150/7330] lr: 1.000e-05, eta: 12:00:37, time: 1.487, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0145, loss_rpn_bbox: 0.0210, loss_semantic_seg: 0.1400, s0.loss_cls: 0.1241, s0.acc: 95.2615, s0.loss_bbox: 0.0729, s0.loss_mask: 0.1719, s1.loss_cls: 0.0557, s1.acc: 95.7928, s1.loss_bbox: 0.0860, s1.loss_mask: 0.0822, s2.loss_cls: 0.0287, s2.acc: 95.5609, s2.loss_bbox: 0.0593, s2.loss_mask: 0.0391, loss: 0.8953 2022-06-09 01:28:50,313 - mmdet - INFO - Epoch [33][200/7330] lr: 1.000e-05, eta: 11:59:22, time: 1.485, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0167, loss_rpn_bbox: 0.0230, loss_semantic_seg: 0.1426, s0.loss_cls: 0.1291, s0.acc: 95.0974, s0.loss_bbox: 0.0771, s0.loss_mask: 0.1748, s1.loss_cls: 0.0577, s1.acc: 95.6337, s1.loss_bbox: 0.0900, s1.loss_mask: 0.0831, s2.loss_cls: 0.0297, s2.acc: 95.4700, s2.loss_bbox: 0.0598, s2.loss_mask: 0.0392, loss: 0.9229 2022-06-09 01:30:04,156 - mmdet - INFO - Epoch [33][250/7330] lr: 1.000e-05, eta: 11:58:08, time: 1.477, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0149, loss_rpn_bbox: 0.0220, loss_semantic_seg: 0.1388, s0.loss_cls: 0.1232, s0.acc: 95.3511, s0.loss_bbox: 0.0752, s0.loss_mask: 0.1742, s1.loss_cls: 0.0549, s1.acc: 95.9236, s1.loss_bbox: 0.0890, s1.loss_mask: 0.0827, s2.loss_cls: 0.0283, s2.acc: 95.7316, s2.loss_bbox: 0.0606, s2.loss_mask: 0.0395, loss: 0.9036 2022-06-09 01:31:18,881 - mmdet - INFO - Epoch [33][300/7330] lr: 1.000e-05, eta: 11:56:54, time: 1.495, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0158, loss_rpn_bbox: 0.0216, loss_semantic_seg: 0.1363, s0.loss_cls: 0.1291, s0.acc: 95.0854, s0.loss_bbox: 0.0759, s0.loss_mask: 0.1753, s1.loss_cls: 0.0580, s1.acc: 95.6515, s1.loss_bbox: 0.0902, s1.loss_mask: 0.0833, s2.loss_cls: 0.0298, s2.acc: 95.4469, s2.loss_bbox: 0.0603, s2.loss_mask: 0.0395, loss: 0.9153 2022-06-09 01:32:32,563 - mmdet - INFO - Epoch [33][350/7330] lr: 1.000e-05, eta: 11:55:40, time: 1.474, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0134, loss_rpn_bbox: 0.0218, loss_semantic_seg: 0.1278, s0.loss_cls: 0.1244, s0.acc: 95.2859, s0.loss_bbox: 0.0746, s0.loss_mask: 0.1787, s1.loss_cls: 0.0549, s1.acc: 95.9174, s1.loss_bbox: 0.0874, s1.loss_mask: 0.0851, s2.loss_cls: 0.0289, s2.acc: 95.6027, s2.loss_bbox: 0.0601, s2.loss_mask: 0.0407, loss: 0.8979 2022-06-09 01:33:45,771 - mmdet - INFO - Epoch [33][400/7330] lr: 1.000e-05, eta: 11:54:26, time: 1.464, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0137, loss_rpn_bbox: 0.0221, loss_semantic_seg: 0.1375, s0.loss_cls: 0.1245, s0.acc: 95.2451, s0.loss_bbox: 0.0737, s0.loss_mask: 0.1764, s1.loss_cls: 0.0556, s1.acc: 95.8115, s1.loss_bbox: 0.0879, s1.loss_mask: 0.0841, s2.loss_cls: 0.0288, s2.acc: 95.5101, s2.loss_bbox: 0.0598, s2.loss_mask: 0.0398, loss: 0.9039 2022-06-09 01:34:59,241 - mmdet - INFO - Epoch [33][450/7330] lr: 1.000e-05, eta: 11:53:12, time: 1.469, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0156, loss_rpn_bbox: 0.0221, loss_semantic_seg: 0.1397, s0.loss_cls: 0.1278, s0.acc: 95.1431, s0.loss_bbox: 0.0766, s0.loss_mask: 0.1753, s1.loss_cls: 0.0585, s1.acc: 95.5470, s1.loss_bbox: 0.0885, s1.loss_mask: 0.0824, s2.loss_cls: 0.0300, s2.acc: 95.3062, s2.loss_bbox: 0.0593, s2.loss_mask: 0.0388, loss: 0.9147 2022-06-09 01:36:12,584 - mmdet - INFO - Epoch [33][500/7330] lr: 1.000e-05, eta: 11:51:58, time: 1.467, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0170, loss_rpn_bbox: 0.0202, loss_semantic_seg: 0.1335, s0.loss_cls: 0.1220, s0.acc: 95.3457, s0.loss_bbox: 0.0704, s0.loss_mask: 0.1684, s1.loss_cls: 0.0534, s1.acc: 95.9901, s1.loss_bbox: 0.0867, s1.loss_mask: 0.0802, s2.loss_cls: 0.0277, s2.acc: 95.7219, s2.loss_bbox: 0.0600, s2.loss_mask: 0.0384, loss: 0.8777 2022-06-09 01:37:25,646 - mmdet - INFO - Epoch [33][550/7330] lr: 1.000e-05, eta: 11:50:43, time: 1.462, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0144, loss_rpn_bbox: 0.0203, loss_semantic_seg: 0.1347, s0.loss_cls: 0.1198, s0.acc: 95.4651, s0.loss_bbox: 0.0714, s0.loss_mask: 0.1722, s1.loss_cls: 0.0534, s1.acc: 95.9394, s1.loss_bbox: 0.0846, s1.loss_mask: 0.0819, s2.loss_cls: 0.0277, s2.acc: 95.7811, s2.loss_bbox: 0.0572, s2.loss_mask: 0.0389, loss: 0.8764 2022-06-09 01:38:39,259 - mmdet - INFO - Epoch [33][600/7330] lr: 1.000e-05, eta: 11:49:29, time: 1.472, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0159, loss_rpn_bbox: 0.0223, loss_semantic_seg: 0.1298, s0.loss_cls: 0.1256, s0.acc: 95.2781, s0.loss_bbox: 0.0725, s0.loss_mask: 0.1736, s1.loss_cls: 0.0569, s1.acc: 95.6854, s1.loss_bbox: 0.0854, s1.loss_mask: 0.0821, s2.loss_cls: 0.0291, s2.acc: 95.5777, s2.loss_bbox: 0.0576, s2.loss_mask: 0.0387, loss: 0.8894 2022-06-09 01:39:52,723 - mmdet - INFO - Epoch [33][650/7330] lr: 1.000e-05, eta: 11:48:15, time: 1.470, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0160, loss_rpn_bbox: 0.0226, loss_semantic_seg: 0.1297, s0.loss_cls: 0.1281, s0.acc: 95.1387, s0.loss_bbox: 0.0748, s0.loss_mask: 0.1753, s1.loss_cls: 0.0569, s1.acc: 95.7587, s1.loss_bbox: 0.0884, s1.loss_mask: 0.0827, s2.loss_cls: 0.0293, s2.acc: 95.5518, s2.loss_bbox: 0.0608, s2.loss_mask: 0.0393, loss: 0.9039 2022-06-09 01:41:04,687 - mmdet - INFO - Epoch [33][700/7330] lr: 1.000e-05, eta: 11:47:01, time: 1.439, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0152, loss_rpn_bbox: 0.0216, loss_semantic_seg: 0.1325, s0.loss_cls: 0.1206, s0.acc: 95.3928, s0.loss_bbox: 0.0710, s0.loss_mask: 0.1765, s1.loss_cls: 0.0539, s1.acc: 95.9014, s1.loss_bbox: 0.0853, s1.loss_mask: 0.0843, s2.loss_cls: 0.0273, s2.acc: 95.6954, s2.loss_bbox: 0.0596, s2.loss_mask: 0.0403, loss: 0.8879 2022-06-09 01:42:17,631 - mmdet - INFO - Epoch [33][750/7330] lr: 1.000e-05, eta: 11:45:46, time: 1.459, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0144, loss_rpn_bbox: 0.0209, loss_semantic_seg: 0.1328, s0.loss_cls: 0.1251, s0.acc: 95.2156, s0.loss_bbox: 0.0735, s0.loss_mask: 0.1797, s1.loss_cls: 0.0563, s1.acc: 95.7623, s1.loss_bbox: 0.0889, s1.loss_mask: 0.0856, s2.loss_cls: 0.0289, s2.acc: 95.5735, s2.loss_bbox: 0.0612, s2.loss_mask: 0.0408, loss: 0.9081 2022-06-09 01:43:30,243 - mmdet - INFO - Epoch [33][800/7330] lr: 1.000e-05, eta: 11:44:32, time: 1.453, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0147, loss_rpn_bbox: 0.0206, loss_semantic_seg: 0.1335, s0.loss_cls: 0.1259, s0.acc: 95.1038, s0.loss_bbox: 0.0755, s0.loss_mask: 0.1774, s1.loss_cls: 0.0573, s1.acc: 95.6034, s1.loss_bbox: 0.0915, s1.loss_mask: 0.0844, s2.loss_cls: 0.0295, s2.acc: 95.3218, s2.loss_bbox: 0.0633, s2.loss_mask: 0.0400, loss: 0.9135 2022-06-09 01:44:44,371 - mmdet - INFO - Epoch [33][850/7330] lr: 1.000e-05, eta: 11:43:18, time: 1.483, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0160, loss_rpn_bbox: 0.0219, loss_semantic_seg: 0.1382, s0.loss_cls: 0.1313, s0.acc: 95.0862, s0.loss_bbox: 0.0756, s0.loss_mask: 0.1799, s1.loss_cls: 0.0578, s1.acc: 95.6474, s1.loss_bbox: 0.0889, s1.loss_mask: 0.0854, s2.loss_cls: 0.0298, s2.acc: 95.4109, s2.loss_bbox: 0.0613, s2.loss_mask: 0.0406, loss: 0.9266 2022-06-09 01:45:58,266 - mmdet - INFO - Epoch [33][900/7330] lr: 1.000e-05, eta: 11:42:04, time: 1.476, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0132, loss_rpn_bbox: 0.0200, loss_semantic_seg: 0.1271, s0.loss_cls: 0.1205, s0.acc: 95.4429, s0.loss_bbox: 0.0733, s0.loss_mask: 0.1678, s1.loss_cls: 0.0525, s1.acc: 95.9895, s1.loss_bbox: 0.0871, s1.loss_mask: 0.0794, s2.loss_cls: 0.0274, s2.acc: 95.8267, s2.loss_bbox: 0.0587, s2.loss_mask: 0.0378, loss: 0.8650 2022-06-09 01:47:10,713 - mmdet - INFO - Epoch [33][950/7330] lr: 1.000e-05, eta: 11:40:49, time: 1.451, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0144, loss_rpn_bbox: 0.0213, loss_semantic_seg: 0.1331, s0.loss_cls: 0.1203, s0.acc: 95.3953, s0.loss_bbox: 0.0721, s0.loss_mask: 0.1674, s1.loss_cls: 0.0535, s1.acc: 95.9200, s1.loss_bbox: 0.0848, s1.loss_mask: 0.0788, s2.loss_cls: 0.0274, s2.acc: 95.7891, s2.loss_bbox: 0.0581, s2.loss_mask: 0.0376, loss: 0.8688 2022-06-09 01:48:24,284 - mmdet - INFO - Epoch [33][1000/7330] lr: 1.000e-05, eta: 11:39:35, time: 1.471, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0154, loss_rpn_bbox: 0.0219, loss_semantic_seg: 0.1354, s0.loss_cls: 0.1256, s0.acc: 95.2439, s0.loss_bbox: 0.0726, s0.loss_mask: 0.1720, s1.loss_cls: 0.0560, s1.acc: 95.7480, s1.loss_bbox: 0.0867, s1.loss_mask: 0.0815, s2.loss_cls: 0.0289, s2.acc: 95.4803, s2.loss_bbox: 0.0605, s2.loss_mask: 0.0389, loss: 0.8954 2022-06-09 01:49:37,450 - mmdet - INFO - Epoch [33][1050/7330] lr: 1.000e-05, eta: 11:38:21, time: 1.464, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0140, loss_rpn_bbox: 0.0208, loss_semantic_seg: 0.1335, s0.loss_cls: 0.1268, s0.acc: 95.2561, s0.loss_bbox: 0.0741, s0.loss_mask: 0.1794, s1.loss_cls: 0.0576, s1.acc: 95.7120, s1.loss_bbox: 0.0874, s1.loss_mask: 0.0852, s2.loss_cls: 0.0290, s2.acc: 95.5273, s2.loss_bbox: 0.0599, s2.loss_mask: 0.0407, loss: 0.9085 2022-06-09 01:50:49,827 - mmdet - INFO - Epoch [33][1100/7330] lr: 1.000e-05, eta: 11:37:07, time: 1.448, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0150, loss_rpn_bbox: 0.0213, loss_semantic_seg: 0.1355, s0.loss_cls: 0.1263, s0.acc: 95.2061, s0.loss_bbox: 0.0766, s0.loss_mask: 0.1786, s1.loss_cls: 0.0563, s1.acc: 95.6948, s1.loss_bbox: 0.0909, s1.loss_mask: 0.0849, s2.loss_cls: 0.0291, s2.acc: 95.5540, s2.loss_bbox: 0.0611, s2.loss_mask: 0.0400, loss: 0.9155 2022-06-09 01:52:03,149 - mmdet - INFO - Epoch [33][1150/7330] lr: 1.000e-05, eta: 11:35:53, time: 1.466, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0165, loss_rpn_bbox: 0.0248, loss_semantic_seg: 0.1346, s0.loss_cls: 0.1319, s0.acc: 94.9778, s0.loss_bbox: 0.0775, s0.loss_mask: 0.1812, s1.loss_cls: 0.0598, s1.acc: 95.4354, s1.loss_bbox: 0.0937, s1.loss_mask: 0.0857, s2.loss_cls: 0.0309, s2.acc: 95.1322, s2.loss_bbox: 0.0634, s2.loss_mask: 0.0407, loss: 0.9408 2022-06-09 01:53:16,465 - mmdet - INFO - Epoch [33][1200/7330] lr: 1.000e-05, eta: 11:34:38, time: 1.466, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0157, loss_rpn_bbox: 0.0211, loss_semantic_seg: 0.1362, s0.loss_cls: 0.1280, s0.acc: 95.1428, s0.loss_bbox: 0.0745, s0.loss_mask: 0.1750, s1.loss_cls: 0.0579, s1.acc: 95.6461, s1.loss_bbox: 0.0870, s1.loss_mask: 0.0826, s2.loss_cls: 0.0296, s2.acc: 95.4582, s2.loss_bbox: 0.0584, s2.loss_mask: 0.0389, loss: 0.9048 2022-06-09 01:54:30,328 - mmdet - INFO - Epoch [33][1250/7330] lr: 1.000e-05, eta: 11:33:24, time: 1.477, data_time: 0.022, memory: 64799, loss_rpn_cls: 0.0134, loss_rpn_bbox: 0.0220, loss_semantic_seg: 0.1399, s0.loss_cls: 0.1231, s0.acc: 95.3359, s0.loss_bbox: 0.0719, s0.loss_mask: 0.1678, s1.loss_cls: 0.0545, s1.acc: 95.8907, s1.loss_bbox: 0.0858, s1.loss_mask: 0.0798, s2.loss_cls: 0.0284, s2.acc: 95.6325, s2.loss_bbox: 0.0591, s2.loss_mask: 0.0379, loss: 0.8836 2022-06-09 01:55:44,308 - mmdet - INFO - Epoch [33][1300/7330] lr: 1.000e-05, eta: 11:32:10, time: 1.478, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0154, loss_rpn_bbox: 0.0219, loss_semantic_seg: 0.1415, s0.loss_cls: 0.1264, s0.acc: 95.1726, s0.loss_bbox: 0.0751, s0.loss_mask: 0.1776, s1.loss_cls: 0.0568, s1.acc: 95.6034, s1.loss_bbox: 0.0893, s1.loss_mask: 0.0849, s2.loss_cls: 0.0293, s2.acc: 95.3687, s2.loss_bbox: 0.0620, s2.loss_mask: 0.0404, loss: 0.9207 2022-06-09 01:56:58,163 - mmdet - INFO - Epoch [33][1350/7330] lr: 1.000e-05, eta: 11:30:56, time: 1.477, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0147, loss_rpn_bbox: 0.0206, loss_semantic_seg: 0.1343, s0.loss_cls: 0.1227, s0.acc: 95.2983, s0.loss_bbox: 0.0720, s0.loss_mask: 0.1718, s1.loss_cls: 0.0545, s1.acc: 95.8803, s1.loss_bbox: 0.0861, s1.loss_mask: 0.0809, s2.loss_cls: 0.0284, s2.acc: 95.5529, s2.loss_bbox: 0.0592, s2.loss_mask: 0.0386, loss: 0.8838 2022-06-09 01:58:10,743 - mmdet - INFO - Epoch [33][1400/7330] lr: 1.000e-05, eta: 11:29:42, time: 1.454, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0148, loss_rpn_bbox: 0.0218, loss_semantic_seg: 0.1364, s0.loss_cls: 0.1263, s0.acc: 95.1680, s0.loss_bbox: 0.0728, s0.loss_mask: 0.1725, s1.loss_cls: 0.0561, s1.acc: 95.6935, s1.loss_bbox: 0.0867, s1.loss_mask: 0.0815, s2.loss_cls: 0.0286, s2.acc: 95.5209, s2.loss_bbox: 0.0593, s2.loss_mask: 0.0385, loss: 0.8955 2022-06-09 01:59:23,101 - mmdet - INFO - Epoch [33][1450/7330] lr: 1.000e-05, eta: 11:28:27, time: 1.447, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0143, loss_rpn_bbox: 0.0223, loss_semantic_seg: 0.1367, s0.loss_cls: 0.1245, s0.acc: 95.2375, s0.loss_bbox: 0.0727, s0.loss_mask: 0.1761, s1.loss_cls: 0.0554, s1.acc: 95.7475, s1.loss_bbox: 0.0861, s1.loss_mask: 0.0840, s2.loss_cls: 0.0282, s2.acc: 95.6115, s2.loss_bbox: 0.0591, s2.loss_mask: 0.0400, loss: 0.8996 2022-06-09 02:00:39,117 - mmdet - INFO - Epoch [33][1500/7330] lr: 1.000e-05, eta: 11:27:13, time: 1.520, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0133, loss_rpn_bbox: 0.0206, loss_semantic_seg: 0.1368, s0.loss_cls: 0.1226, s0.acc: 95.3762, s0.loss_bbox: 0.0714, s0.loss_mask: 0.1701, s1.loss_cls: 0.0549, s1.acc: 95.8796, s1.loss_bbox: 0.0846, s1.loss_mask: 0.0812, s2.loss_cls: 0.0285, s2.acc: 95.6647, s2.loss_bbox: 0.0573, s2.loss_mask: 0.0387, loss: 0.8802 2022-06-09 02:01:52,806 - mmdet - INFO - Epoch [33][1550/7330] lr: 1.000e-05, eta: 11:25:59, time: 1.474, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0155, loss_rpn_bbox: 0.0237, loss_semantic_seg: 0.1326, s0.loss_cls: 0.1285, s0.acc: 95.1460, s0.loss_bbox: 0.0761, s0.loss_mask: 0.1730, s1.loss_cls: 0.0565, s1.acc: 95.7257, s1.loss_bbox: 0.0889, s1.loss_mask: 0.0822, s2.loss_cls: 0.0285, s2.acc: 95.6267, s2.loss_bbox: 0.0611, s2.loss_mask: 0.0391, loss: 0.9055 2022-06-09 02:03:05,334 - mmdet - INFO - Epoch [33][1600/7330] lr: 1.000e-05, eta: 11:24:45, time: 1.451, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0146, loss_rpn_bbox: 0.0206, loss_semantic_seg: 0.1369, s0.loss_cls: 0.1215, s0.acc: 95.3979, s0.loss_bbox: 0.0707, s0.loss_mask: 0.1686, s1.loss_cls: 0.0543, s1.acc: 95.8572, s1.loss_bbox: 0.0837, s1.loss_mask: 0.0800, s2.loss_cls: 0.0281, s2.acc: 95.6947, s2.loss_bbox: 0.0567, s2.loss_mask: 0.0380, loss: 0.8737 2022-06-09 02:04:18,171 - mmdet - INFO - Epoch [33][1650/7330] lr: 1.000e-05, eta: 11:23:31, time: 1.457, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0141, loss_rpn_bbox: 0.0224, loss_semantic_seg: 0.1352, s0.loss_cls: 0.1285, s0.acc: 95.1262, s0.loss_bbox: 0.0745, s0.loss_mask: 0.1744, s1.loss_cls: 0.0577, s1.acc: 95.6166, s1.loss_bbox: 0.0889, s1.loss_mask: 0.0823, s2.loss_cls: 0.0295, s2.acc: 95.4544, s2.loss_bbox: 0.0614, s2.loss_mask: 0.0391, loss: 0.9080 2022-06-09 02:05:30,827 - mmdet - INFO - Epoch [33][1700/7330] lr: 1.000e-05, eta: 11:22:16, time: 1.453, data_time: 0.012, memory: 64799, loss_rpn_cls: 0.0145, loss_rpn_bbox: 0.0215, loss_semantic_seg: 0.1360, s0.loss_cls: 0.1263, s0.acc: 95.2251, s0.loss_bbox: 0.0750, s0.loss_mask: 0.1744, s1.loss_cls: 0.0565, s1.acc: 95.7282, s1.loss_bbox: 0.0890, s1.loss_mask: 0.0827, s2.loss_cls: 0.0293, s2.acc: 95.5447, s2.loss_bbox: 0.0600, s2.loss_mask: 0.0392, loss: 0.9043 2022-06-09 02:06:44,248 - mmdet - INFO - Epoch [33][1750/7330] lr: 1.000e-05, eta: 11:21:02, time: 1.468, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0150, loss_rpn_bbox: 0.0218, loss_semantic_seg: 0.1387, s0.loss_cls: 0.1267, s0.acc: 95.2280, s0.loss_bbox: 0.0751, s0.loss_mask: 0.1725, s1.loss_cls: 0.0563, s1.acc: 95.7746, s1.loss_bbox: 0.0881, s1.loss_mask: 0.0821, s2.loss_cls: 0.0288, s2.acc: 95.6265, s2.loss_bbox: 0.0591, s2.loss_mask: 0.0390, loss: 0.9033 2022-06-09 02:07:56,989 - mmdet - INFO - Epoch [33][1800/7330] lr: 1.000e-05, eta: 11:19:48, time: 1.455, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0136, loss_rpn_bbox: 0.0215, loss_semantic_seg: 0.1380, s0.loss_cls: 0.1249, s0.acc: 95.1985, s0.loss_bbox: 0.0724, s0.loss_mask: 0.1750, s1.loss_cls: 0.0553, s1.acc: 95.7352, s1.loss_bbox: 0.0869, s1.loss_mask: 0.0829, s2.loss_cls: 0.0283, s2.acc: 95.6139, s2.loss_bbox: 0.0601, s2.loss_mask: 0.0394, loss: 0.8981 2022-06-09 02:09:09,785 - mmdet - INFO - Epoch [33][1850/7330] lr: 1.000e-05, eta: 11:18:34, time: 1.456, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0141, loss_rpn_bbox: 0.0218, loss_semantic_seg: 0.1386, s0.loss_cls: 0.1259, s0.acc: 95.1882, s0.loss_bbox: 0.0730, s0.loss_mask: 0.1745, s1.loss_cls: 0.0568, s1.acc: 95.7607, s1.loss_bbox: 0.0855, s1.loss_mask: 0.0825, s2.loss_cls: 0.0286, s2.acc: 95.6180, s2.loss_bbox: 0.0586, s2.loss_mask: 0.0390, loss: 0.8990 2022-06-09 02:10:23,129 - mmdet - INFO - Epoch [33][1900/7330] lr: 1.000e-05, eta: 11:17:20, time: 1.467, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0151, loss_rpn_bbox: 0.0223, loss_semantic_seg: 0.1335, s0.loss_cls: 0.1296, s0.acc: 95.1565, s0.loss_bbox: 0.0752, s0.loss_mask: 0.1772, s1.loss_cls: 0.0580, s1.acc: 95.6216, s1.loss_bbox: 0.0882, s1.loss_mask: 0.0842, s2.loss_cls: 0.0294, s2.acc: 95.5014, s2.loss_bbox: 0.0603, s2.loss_mask: 0.0402, loss: 0.9130 2022-06-09 02:11:35,790 - mmdet - INFO - Epoch [33][1950/7330] lr: 1.000e-05, eta: 11:16:05, time: 1.453, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0143, loss_rpn_bbox: 0.0211, loss_semantic_seg: 0.1343, s0.loss_cls: 0.1271, s0.acc: 95.1711, s0.loss_bbox: 0.0734, s0.loss_mask: 0.1721, s1.loss_cls: 0.0574, s1.acc: 95.6499, s1.loss_bbox: 0.0870, s1.loss_mask: 0.0820, s2.loss_cls: 0.0291, s2.acc: 95.5411, s2.loss_bbox: 0.0599, s2.loss_mask: 0.0390, loss: 0.8967 2022-06-09 02:12:48,714 - mmdet - INFO - Epoch [33][2000/7330] lr: 1.000e-05, eta: 11:14:51, time: 1.458, data_time: 0.012, memory: 64799, loss_rpn_cls: 0.0131, loss_rpn_bbox: 0.0210, loss_semantic_seg: 0.1315, s0.loss_cls: 0.1242, s0.acc: 95.2397, s0.loss_bbox: 0.0735, s0.loss_mask: 0.1729, s1.loss_cls: 0.0557, s1.acc: 95.7189, s1.loss_bbox: 0.0901, s1.loss_mask: 0.0822, s2.loss_cls: 0.0288, s2.acc: 95.4235, s2.loss_bbox: 0.0611, s2.loss_mask: 0.0388, loss: 0.8929 2022-06-09 02:14:01,936 - mmdet - INFO - Epoch [33][2050/7330] lr: 1.000e-05, eta: 11:13:37, time: 1.463, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0149, loss_rpn_bbox: 0.0212, loss_semantic_seg: 0.1338, s0.loss_cls: 0.1219, s0.acc: 95.2964, s0.loss_bbox: 0.0725, s0.loss_mask: 0.1701, s1.loss_cls: 0.0543, s1.acc: 95.8620, s1.loss_bbox: 0.0844, s1.loss_mask: 0.0801, s2.loss_cls: 0.0278, s2.acc: 95.7221, s2.loss_bbox: 0.0577, s2.loss_mask: 0.0382, loss: 0.8769 2022-06-09 02:15:14,143 - mmdet - INFO - Epoch [33][2100/7330] lr: 1.000e-05, eta: 11:12:22, time: 1.445, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0149, loss_rpn_bbox: 0.0204, loss_semantic_seg: 0.1382, s0.loss_cls: 0.1270, s0.acc: 95.2034, s0.loss_bbox: 0.0738, s0.loss_mask: 0.1725, s1.loss_cls: 0.0559, s1.acc: 95.7734, s1.loss_bbox: 0.0856, s1.loss_mask: 0.0816, s2.loss_cls: 0.0280, s2.acc: 95.6314, s2.loss_bbox: 0.0573, s2.loss_mask: 0.0389, loss: 0.8942 2022-06-09 02:16:26,211 - mmdet - INFO - Epoch [33][2150/7330] lr: 1.000e-05, eta: 11:11:08, time: 1.442, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0152, loss_rpn_bbox: 0.0208, loss_semantic_seg: 0.1323, s0.loss_cls: 0.1190, s0.acc: 95.4775, s0.loss_bbox: 0.0692, s0.loss_mask: 0.1731, s1.loss_cls: 0.0519, s1.acc: 96.0859, s1.loss_bbox: 0.0827, s1.loss_mask: 0.0826, s2.loss_cls: 0.0269, s2.acc: 95.8638, s2.loss_bbox: 0.0570, s2.loss_mask: 0.0392, loss: 0.8699 2022-06-09 02:17:37,713 - mmdet - INFO - Epoch [33][2200/7330] lr: 1.000e-05, eta: 11:09:54, time: 1.430, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0176, loss_rpn_bbox: 0.0219, loss_semantic_seg: 0.1364, s0.loss_cls: 0.1281, s0.acc: 95.0969, s0.loss_bbox: 0.0757, s0.loss_mask: 0.1748, s1.loss_cls: 0.0581, s1.acc: 95.5307, s1.loss_bbox: 0.0918, s1.loss_mask: 0.0828, s2.loss_cls: 0.0304, s2.acc: 95.2324, s2.loss_bbox: 0.0616, s2.loss_mask: 0.0390, loss: 0.9183 2022-06-09 02:18:51,234 - mmdet - INFO - Epoch [33][2250/7330] lr: 1.000e-05, eta: 11:08:40, time: 1.470, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0161, loss_rpn_bbox: 0.0232, loss_semantic_seg: 0.1342, s0.loss_cls: 0.1265, s0.acc: 95.1807, s0.loss_bbox: 0.0747, s0.loss_mask: 0.1706, s1.loss_cls: 0.0557, s1.acc: 95.7250, s1.loss_bbox: 0.0867, s1.loss_mask: 0.0810, s2.loss_cls: 0.0289, s2.acc: 95.5844, s2.loss_bbox: 0.0587, s2.loss_mask: 0.0384, loss: 0.8946 2022-06-09 02:20:04,472 - mmdet - INFO - Epoch [33][2300/7330] lr: 1.000e-05, eta: 11:07:25, time: 1.465, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0144, loss_rpn_bbox: 0.0215, loss_semantic_seg: 0.1379, s0.loss_cls: 0.1319, s0.acc: 94.9946, s0.loss_bbox: 0.0758, s0.loss_mask: 0.1786, s1.loss_cls: 0.0590, s1.acc: 95.5535, s1.loss_bbox: 0.0889, s1.loss_mask: 0.0843, s2.loss_cls: 0.0302, s2.acc: 95.4450, s2.loss_bbox: 0.0605, s2.loss_mask: 0.0397, loss: 0.9226 2022-06-09 02:21:17,712 - mmdet - INFO - Epoch [33][2350/7330] lr: 1.000e-05, eta: 11:06:11, time: 1.465, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0151, loss_rpn_bbox: 0.0215, loss_semantic_seg: 0.1331, s0.loss_cls: 0.1249, s0.acc: 95.2522, s0.loss_bbox: 0.0739, s0.loss_mask: 0.1755, s1.loss_cls: 0.0559, s1.acc: 95.8054, s1.loss_bbox: 0.0861, s1.loss_mask: 0.0830, s2.loss_cls: 0.0284, s2.acc: 95.6220, s2.loss_bbox: 0.0591, s2.loss_mask: 0.0394, loss: 0.8961 2022-06-09 02:22:31,535 - mmdet - INFO - Epoch [33][2400/7330] lr: 1.000e-05, eta: 11:04:57, time: 1.476, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0154, loss_rpn_bbox: 0.0236, loss_semantic_seg: 0.1363, s0.loss_cls: 0.1294, s0.acc: 94.9832, s0.loss_bbox: 0.0774, s0.loss_mask: 0.1774, s1.loss_cls: 0.0581, s1.acc: 95.5114, s1.loss_bbox: 0.0907, s1.loss_mask: 0.0844, s2.loss_cls: 0.0297, s2.acc: 95.3202, s2.loss_bbox: 0.0609, s2.loss_mask: 0.0397, loss: 0.9230 2022-06-09 02:23:45,888 - mmdet - INFO - Epoch [33][2450/7330] lr: 1.000e-05, eta: 11:03:43, time: 1.487, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0156, loss_rpn_bbox: 0.0237, loss_semantic_seg: 0.1338, s0.loss_cls: 0.1270, s0.acc: 95.1909, s0.loss_bbox: 0.0741, s0.loss_mask: 0.1727, s1.loss_cls: 0.0568, s1.acc: 95.7359, s1.loss_bbox: 0.0889, s1.loss_mask: 0.0821, s2.loss_cls: 0.0290, s2.acc: 95.6292, s2.loss_bbox: 0.0605, s2.loss_mask: 0.0389, loss: 0.9033 2022-06-09 02:24:59,126 - mmdet - INFO - Epoch [33][2500/7330] lr: 1.000e-05, eta: 11:02:29, time: 1.465, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0147, loss_rpn_bbox: 0.0223, loss_semantic_seg: 0.1416, s0.loss_cls: 0.1250, s0.acc: 95.2712, s0.loss_bbox: 0.0749, s0.loss_mask: 0.1775, s1.loss_cls: 0.0558, s1.acc: 95.8292, s1.loss_bbox: 0.0901, s1.loss_mask: 0.0848, s2.loss_cls: 0.0286, s2.acc: 95.6319, s2.loss_bbox: 0.0622, s2.loss_mask: 0.0402, loss: 0.9178 2022-06-09 02:26:13,015 - mmdet - INFO - Epoch [33][2550/7330] lr: 1.000e-05, eta: 11:01:15, time: 1.478, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0149, loss_rpn_bbox: 0.0225, loss_semantic_seg: 0.1428, s0.loss_cls: 0.1312, s0.acc: 94.9729, s0.loss_bbox: 0.0759, s0.loss_mask: 0.1777, s1.loss_cls: 0.0588, s1.acc: 95.5294, s1.loss_bbox: 0.0888, s1.loss_mask: 0.0845, s2.loss_cls: 0.0301, s2.acc: 95.3659, s2.loss_bbox: 0.0608, s2.loss_mask: 0.0402, loss: 0.9280 2022-06-09 02:27:26,367 - mmdet - INFO - Epoch [33][2600/7330] lr: 1.000e-05, eta: 11:00:00, time: 1.467, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0156, loss_rpn_bbox: 0.0219, loss_semantic_seg: 0.1360, s0.loss_cls: 0.1222, s0.acc: 95.3572, s0.loss_bbox: 0.0733, s0.loss_mask: 0.1731, s1.loss_cls: 0.0548, s1.acc: 95.8913, s1.loss_bbox: 0.0904, s1.loss_mask: 0.0828, s2.loss_cls: 0.0284, s2.acc: 95.6594, s2.loss_bbox: 0.0617, s2.loss_mask: 0.0391, loss: 0.8993 2022-06-09 02:28:40,627 - mmdet - INFO - Epoch [33][2650/7330] lr: 1.000e-05, eta: 10:58:46, time: 1.485, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0178, loss_rpn_bbox: 0.0245, loss_semantic_seg: 0.1385, s0.loss_cls: 0.1345, s0.acc: 94.7886, s0.loss_bbox: 0.0822, s0.loss_mask: 0.1794, s1.loss_cls: 0.0608, s1.acc: 95.2596, s1.loss_bbox: 0.0957, s1.loss_mask: 0.0851, s2.loss_cls: 0.0311, s2.acc: 95.0733, s2.loss_bbox: 0.0643, s2.loss_mask: 0.0405, loss: 0.9544 2022-06-09 02:29:54,206 - mmdet - INFO - Epoch [33][2700/7330] lr: 1.000e-05, eta: 10:57:32, time: 1.471, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0133, loss_rpn_bbox: 0.0212, loss_semantic_seg: 0.1342, s0.loss_cls: 0.1205, s0.acc: 95.4162, s0.loss_bbox: 0.0711, s0.loss_mask: 0.1728, s1.loss_cls: 0.0534, s1.acc: 95.9655, s1.loss_bbox: 0.0844, s1.loss_mask: 0.0824, s2.loss_cls: 0.0277, s2.acc: 95.7971, s2.loss_bbox: 0.0576, s2.loss_mask: 0.0390, loss: 0.8775 2022-06-09 02:31:07,454 - mmdet - INFO - Epoch [33][2750/7330] lr: 1.000e-05, eta: 10:56:18, time: 1.465, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0145, loss_rpn_bbox: 0.0212, loss_semantic_seg: 0.1318, s0.loss_cls: 0.1251, s0.acc: 95.2559, s0.loss_bbox: 0.0737, s0.loss_mask: 0.1753, s1.loss_cls: 0.0554, s1.acc: 95.8687, s1.loss_bbox: 0.0878, s1.loss_mask: 0.0834, s2.loss_cls: 0.0288, s2.acc: 95.5789, s2.loss_bbox: 0.0612, s2.loss_mask: 0.0396, loss: 0.8979 2022-06-09 02:32:21,642 - mmdet - INFO - Epoch [33][2800/7330] lr: 1.000e-05, eta: 10:55:04, time: 1.484, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0140, loss_rpn_bbox: 0.0214, loss_semantic_seg: 0.1347, s0.loss_cls: 0.1263, s0.acc: 95.1797, s0.loss_bbox: 0.0734, s0.loss_mask: 0.1749, s1.loss_cls: 0.0571, s1.acc: 95.6935, s1.loss_bbox: 0.0877, s1.loss_mask: 0.0827, s2.loss_cls: 0.0295, s2.acc: 95.4759, s2.loss_bbox: 0.0600, s2.loss_mask: 0.0395, loss: 0.9012 2022-06-09 02:33:35,808 - mmdet - INFO - Epoch [33][2850/7330] lr: 1.000e-05, eta: 10:53:50, time: 1.483, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0138, loss_rpn_bbox: 0.0209, loss_semantic_seg: 0.1340, s0.loss_cls: 0.1204, s0.acc: 95.3357, s0.loss_bbox: 0.0731, s0.loss_mask: 0.1714, s1.loss_cls: 0.0534, s1.acc: 95.8056, s1.loss_bbox: 0.0874, s1.loss_mask: 0.0812, s2.loss_cls: 0.0274, s2.acc: 95.6648, s2.loss_bbox: 0.0606, s2.loss_mask: 0.0385, loss: 0.8822 2022-06-09 02:34:49,446 - mmdet - INFO - Epoch [33][2900/7330] lr: 1.000e-05, eta: 10:52:36, time: 1.473, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0162, loss_rpn_bbox: 0.0212, loss_semantic_seg: 0.1356, s0.loss_cls: 0.1326, s0.acc: 95.0366, s0.loss_bbox: 0.0767, s0.loss_mask: 0.1724, s1.loss_cls: 0.0593, s1.acc: 95.6288, s1.loss_bbox: 0.0884, s1.loss_mask: 0.0816, s2.loss_cls: 0.0300, s2.acc: 95.5042, s2.loss_bbox: 0.0598, s2.loss_mask: 0.0388, loss: 0.9126 2022-06-09 02:36:04,341 - mmdet - INFO - Epoch [33][2950/7330] lr: 1.000e-05, eta: 10:51:22, time: 1.498, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0152, loss_rpn_bbox: 0.0221, loss_semantic_seg: 0.1336, s0.loss_cls: 0.1264, s0.acc: 95.2151, s0.loss_bbox: 0.0719, s0.loss_mask: 0.1710, s1.loss_cls: 0.0558, s1.acc: 95.8074, s1.loss_bbox: 0.0853, s1.loss_mask: 0.0813, s2.loss_cls: 0.0286, s2.acc: 95.6881, s2.loss_bbox: 0.0594, s2.loss_mask: 0.0388, loss: 0.8894 2022-06-09 02:37:17,619 - mmdet - INFO - Epoch [33][3000/7330] lr: 1.000e-05, eta: 10:50:07, time: 1.463, data_time: 0.012, memory: 64799, loss_rpn_cls: 0.0148, loss_rpn_bbox: 0.0222, loss_semantic_seg: 0.1311, s0.loss_cls: 0.1255, s0.acc: 95.3210, s0.loss_bbox: 0.0732, s0.loss_mask: 0.1684, s1.loss_cls: 0.0558, s1.acc: 95.8173, s1.loss_bbox: 0.0864, s1.loss_mask: 0.0801, s2.loss_cls: 0.0281, s2.acc: 95.7206, s2.loss_bbox: 0.0611, s2.loss_mask: 0.0382, loss: 0.8849 2022-06-09 02:38:29,435 - mmdet - INFO - Epoch [33][3050/7330] lr: 1.000e-05, eta: 10:48:53, time: 1.438, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0142, loss_rpn_bbox: 0.0202, loss_semantic_seg: 0.1374, s0.loss_cls: 0.1199, s0.acc: 95.5022, s0.loss_bbox: 0.0719, s0.loss_mask: 0.1722, s1.loss_cls: 0.0532, s1.acc: 95.9978, s1.loss_bbox: 0.0862, s1.loss_mask: 0.0817, s2.loss_cls: 0.0275, s2.acc: 95.7930, s2.loss_bbox: 0.0590, s2.loss_mask: 0.0389, loss: 0.8823 2022-06-09 02:39:44,166 - mmdet - INFO - Epoch [33][3100/7330] lr: 1.000e-05, eta: 10:47:39, time: 1.493, data_time: 0.021, memory: 64799, loss_rpn_cls: 0.0147, loss_rpn_bbox: 0.0217, loss_semantic_seg: 0.1355, s0.loss_cls: 0.1296, s0.acc: 94.9846, s0.loss_bbox: 0.0763, s0.loss_mask: 0.1757, s1.loss_cls: 0.0594, s1.acc: 95.4158, s1.loss_bbox: 0.0903, s1.loss_mask: 0.0831, s2.loss_cls: 0.0300, s2.acc: 95.3200, s2.loss_bbox: 0.0607, s2.loss_mask: 0.0394, loss: 0.9166 2022-06-09 02:40:57,553 - mmdet - INFO - Epoch [33][3150/7330] lr: 1.000e-05, eta: 10:46:25, time: 1.470, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0127, loss_rpn_bbox: 0.0214, loss_semantic_seg: 0.1319, s0.loss_cls: 0.1241, s0.acc: 95.2563, s0.loss_bbox: 0.0727, s0.loss_mask: 0.1740, s1.loss_cls: 0.0561, s1.acc: 95.7412, s1.loss_bbox: 0.0862, s1.loss_mask: 0.0821, s2.loss_cls: 0.0285, s2.acc: 95.6055, s2.loss_bbox: 0.0594, s2.loss_mask: 0.0390, loss: 0.8882 2022-06-09 02:42:11,915 - mmdet - INFO - Epoch [33][3200/7330] lr: 1.000e-05, eta: 10:45:11, time: 1.487, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0142, loss_rpn_bbox: 0.0216, loss_semantic_seg: 0.1292, s0.loss_cls: 0.1219, s0.acc: 95.3130, s0.loss_bbox: 0.0740, s0.loss_mask: 0.1753, s1.loss_cls: 0.0539, s1.acc: 95.8900, s1.loss_bbox: 0.0885, s1.loss_mask: 0.0833, s2.loss_cls: 0.0279, s2.acc: 95.6470, s2.loss_bbox: 0.0611, s2.loss_mask: 0.0395, loss: 0.8904 2022-06-09 02:43:24,623 - mmdet - INFO - Epoch [33][3250/7330] lr: 1.000e-05, eta: 10:43:57, time: 1.454, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0174, loss_rpn_bbox: 0.0222, loss_semantic_seg: 0.1366, s0.loss_cls: 0.1278, s0.acc: 95.0550, s0.loss_bbox: 0.0766, s0.loss_mask: 0.1761, s1.loss_cls: 0.0566, s1.acc: 95.6363, s1.loss_bbox: 0.0894, s1.loss_mask: 0.0825, s2.loss_cls: 0.0287, s2.acc: 95.5470, s2.loss_bbox: 0.0608, s2.loss_mask: 0.0392, loss: 0.9140 2022-06-09 02:44:37,021 - mmdet - INFO - Epoch [33][3300/7330] lr: 1.000e-05, eta: 10:42:42, time: 1.448, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0132, loss_rpn_bbox: 0.0206, loss_semantic_seg: 0.1287, s0.loss_cls: 0.1201, s0.acc: 95.4656, s0.loss_bbox: 0.0715, s0.loss_mask: 0.1729, s1.loss_cls: 0.0532, s1.acc: 96.0513, s1.loss_bbox: 0.0860, s1.loss_mask: 0.0829, s2.loss_cls: 0.0270, s2.acc: 95.9122, s2.loss_bbox: 0.0604, s2.loss_mask: 0.0395, loss: 0.8761 2022-06-09 02:45:51,301 - mmdet - INFO - Epoch [33][3350/7330] lr: 1.000e-05, eta: 10:41:28, time: 1.486, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0179, loss_rpn_bbox: 0.0244, loss_semantic_seg: 0.1324, s0.loss_cls: 0.1312, s0.acc: 94.9575, s0.loss_bbox: 0.0775, s0.loss_mask: 0.1828, s1.loss_cls: 0.0577, s1.acc: 95.5640, s1.loss_bbox: 0.0910, s1.loss_mask: 0.0872, s2.loss_cls: 0.0296, s2.acc: 95.4094, s2.loss_bbox: 0.0617, s2.loss_mask: 0.0416, loss: 0.9349 2022-06-09 02:47:04,622 - mmdet - INFO - Epoch [33][3400/7330] lr: 1.000e-05, eta: 10:40:14, time: 1.466, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0138, loss_rpn_bbox: 0.0206, loss_semantic_seg: 0.1412, s0.loss_cls: 0.1236, s0.acc: 95.3062, s0.loss_bbox: 0.0722, s0.loss_mask: 0.1718, s1.loss_cls: 0.0552, s1.acc: 95.8760, s1.loss_bbox: 0.0867, s1.loss_mask: 0.0813, s2.loss_cls: 0.0289, s2.acc: 95.6345, s2.loss_bbox: 0.0597, s2.loss_mask: 0.0387, loss: 0.8935 2022-06-09 02:48:18,142 - mmdet - INFO - Epoch [33][3450/7330] lr: 1.000e-05, eta: 10:39:00, time: 1.470, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0148, loss_rpn_bbox: 0.0209, loss_semantic_seg: 0.1374, s0.loss_cls: 0.1235, s0.acc: 95.2576, s0.loss_bbox: 0.0718, s0.loss_mask: 0.1728, s1.loss_cls: 0.0551, s1.acc: 95.8197, s1.loss_bbox: 0.0854, s1.loss_mask: 0.0824, s2.loss_cls: 0.0287, s2.acc: 95.5977, s2.loss_bbox: 0.0585, s2.loss_mask: 0.0392, loss: 0.8905 2022-06-09 02:49:31,197 - mmdet - INFO - Epoch [33][3500/7330] lr: 1.000e-05, eta: 10:37:46, time: 1.461, data_time: 0.020, memory: 64799, loss_rpn_cls: 0.0172, loss_rpn_bbox: 0.0221, loss_semantic_seg: 0.1337, s0.loss_cls: 0.1255, s0.acc: 95.2211, s0.loss_bbox: 0.0736, s0.loss_mask: 0.1720, s1.loss_cls: 0.0566, s1.acc: 95.6750, s1.loss_bbox: 0.0866, s1.loss_mask: 0.0812, s2.loss_cls: 0.0290, s2.acc: 95.4758, s2.loss_bbox: 0.0588, s2.loss_mask: 0.0385, loss: 0.8948 2022-06-09 02:50:44,771 - mmdet - INFO - Epoch [33][3550/7330] lr: 1.000e-05, eta: 10:36:31, time: 1.472, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0176, loss_rpn_bbox: 0.0223, loss_semantic_seg: 0.1426, s0.loss_cls: 0.1308, s0.acc: 95.0400, s0.loss_bbox: 0.0769, s0.loss_mask: 0.1787, s1.loss_cls: 0.0592, s1.acc: 95.5252, s1.loss_bbox: 0.0925, s1.loss_mask: 0.0847, s2.loss_cls: 0.0303, s2.acc: 95.3110, s2.loss_bbox: 0.0623, s2.loss_mask: 0.0401, loss: 0.9380 2022-06-09 02:51:57,724 - mmdet - INFO - Epoch [33][3600/7330] lr: 1.000e-05, eta: 10:35:17, time: 1.459, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0157, loss_rpn_bbox: 0.0224, loss_semantic_seg: 0.1409, s0.loss_cls: 0.1258, s0.acc: 95.2197, s0.loss_bbox: 0.0739, s0.loss_mask: 0.1724, s1.loss_cls: 0.0564, s1.acc: 95.6425, s1.loss_bbox: 0.0865, s1.loss_mask: 0.0817, s2.loss_cls: 0.0288, s2.acc: 95.5436, s2.loss_bbox: 0.0587, s2.loss_mask: 0.0388, loss: 0.9022 2022-06-09 02:53:11,257 - mmdet - INFO - Epoch [33][3650/7330] lr: 1.000e-05, eta: 10:34:03, time: 1.471, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0155, loss_rpn_bbox: 0.0225, loss_semantic_seg: 0.1344, s0.loss_cls: 0.1240, s0.acc: 95.2280, s0.loss_bbox: 0.0731, s0.loss_mask: 0.1706, s1.loss_cls: 0.0554, s1.acc: 95.7869, s1.loss_bbox: 0.0869, s1.loss_mask: 0.0808, s2.loss_cls: 0.0287, s2.acc: 95.5730, s2.loss_bbox: 0.0588, s2.loss_mask: 0.0384, loss: 0.8890 2022-06-09 02:54:23,387 - mmdet - INFO - Epoch [33][3700/7330] lr: 1.000e-05, eta: 10:32:49, time: 1.443, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0151, loss_rpn_bbox: 0.0213, loss_semantic_seg: 0.1384, s0.loss_cls: 0.1223, s0.acc: 95.3389, s0.loss_bbox: 0.0729, s0.loss_mask: 0.1756, s1.loss_cls: 0.0538, s1.acc: 95.8997, s1.loss_bbox: 0.0895, s1.loss_mask: 0.0835, s2.loss_cls: 0.0278, s2.acc: 95.6411, s2.loss_bbox: 0.0607, s2.loss_mask: 0.0396, loss: 0.9007 2022-06-09 02:55:36,205 - mmdet - INFO - Epoch [33][3750/7330] lr: 1.000e-05, eta: 10:31:34, time: 1.456, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0146, loss_rpn_bbox: 0.0219, loss_semantic_seg: 0.1426, s0.loss_cls: 0.1259, s0.acc: 95.2205, s0.loss_bbox: 0.0741, s0.loss_mask: 0.1744, s1.loss_cls: 0.0569, s1.acc: 95.6325, s1.loss_bbox: 0.0888, s1.loss_mask: 0.0824, s2.loss_cls: 0.0294, s2.acc: 95.4306, s2.loss_bbox: 0.0603, s2.loss_mask: 0.0392, loss: 0.9107 2022-06-09 02:56:49,233 - mmdet - INFO - Epoch [33][3800/7330] lr: 1.000e-05, eta: 10:30:20, time: 1.461, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0160, loss_rpn_bbox: 0.0223, loss_semantic_seg: 0.1377, s0.loss_cls: 0.1276, s0.acc: 95.1125, s0.loss_bbox: 0.0738, s0.loss_mask: 0.1750, s1.loss_cls: 0.0569, s1.acc: 95.6622, s1.loss_bbox: 0.0870, s1.loss_mask: 0.0833, s2.loss_cls: 0.0293, s2.acc: 95.5571, s2.loss_bbox: 0.0598, s2.loss_mask: 0.0395, loss: 0.9082 2022-06-09 02:58:02,106 - mmdet - INFO - Epoch [33][3850/7330] lr: 1.000e-05, eta: 10:29:06, time: 1.457, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0142, loss_rpn_bbox: 0.0206, loss_semantic_seg: 0.1359, s0.loss_cls: 0.1211, s0.acc: 95.3848, s0.loss_bbox: 0.0733, s0.loss_mask: 0.1707, s1.loss_cls: 0.0535, s1.acc: 95.9148, s1.loss_bbox: 0.0880, s1.loss_mask: 0.0813, s2.loss_cls: 0.0278, s2.acc: 95.7390, s2.loss_bbox: 0.0604, s2.loss_mask: 0.0386, loss: 0.8855 2022-06-09 02:59:15,049 - mmdet - INFO - Epoch [33][3900/7330] lr: 1.000e-05, eta: 10:27:52, time: 1.459, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0163, loss_rpn_bbox: 0.0208, loss_semantic_seg: 0.1288, s0.loss_cls: 0.1272, s0.acc: 95.2185, s0.loss_bbox: 0.0757, s0.loss_mask: 0.1752, s1.loss_cls: 0.0573, s1.acc: 95.7129, s1.loss_bbox: 0.0870, s1.loss_mask: 0.0830, s2.loss_cls: 0.0291, s2.acc: 95.5648, s2.loss_bbox: 0.0579, s2.loss_mask: 0.0394, loss: 0.8976 2022-06-09 03:00:28,026 - mmdet - INFO - Epoch [33][3950/7330] lr: 1.000e-05, eta: 10:26:38, time: 1.459, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0140, loss_rpn_bbox: 0.0209, loss_semantic_seg: 0.1361, s0.loss_cls: 0.1260, s0.acc: 95.1882, s0.loss_bbox: 0.0740, s0.loss_mask: 0.1755, s1.loss_cls: 0.0560, s1.acc: 95.6874, s1.loss_bbox: 0.0881, s1.loss_mask: 0.0841, s2.loss_cls: 0.0291, s2.acc: 95.5978, s2.loss_bbox: 0.0603, s2.loss_mask: 0.0398, loss: 0.9039 2022-06-09 03:01:41,907 - mmdet - INFO - Epoch [33][4000/7330] lr: 1.000e-05, eta: 10:25:23, time: 1.476, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0145, loss_rpn_bbox: 0.0226, loss_semantic_seg: 0.1392, s0.loss_cls: 0.1273, s0.acc: 95.1619, s0.loss_bbox: 0.0764, s0.loss_mask: 0.1733, s1.loss_cls: 0.0576, s1.acc: 95.6802, s1.loss_bbox: 0.0882, s1.loss_mask: 0.0823, s2.loss_cls: 0.0291, s2.acc: 95.4831, s2.loss_bbox: 0.0605, s2.loss_mask: 0.0391, loss: 0.9101 2022-06-09 03:02:55,285 - mmdet - INFO - Epoch [33][4050/7330] lr: 1.000e-05, eta: 10:24:09, time: 1.470, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0165, loss_rpn_bbox: 0.0220, loss_semantic_seg: 0.1355, s0.loss_cls: 0.1246, s0.acc: 95.2266, s0.loss_bbox: 0.0714, s0.loss_mask: 0.1697, s1.loss_cls: 0.0556, s1.acc: 95.8209, s1.loss_bbox: 0.0865, s1.loss_mask: 0.0808, s2.loss_cls: 0.0282, s2.acc: 95.7294, s2.loss_bbox: 0.0602, s2.loss_mask: 0.0385, loss: 0.8895 2022-06-09 03:04:08,284 - mmdet - INFO - Epoch [33][4100/7330] lr: 1.000e-05, eta: 10:22:55, time: 1.460, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0139, loss_rpn_bbox: 0.0203, loss_semantic_seg: 0.1319, s0.loss_cls: 0.1197, s0.acc: 95.4341, s0.loss_bbox: 0.0722, s0.loss_mask: 0.1748, s1.loss_cls: 0.0537, s1.acc: 95.9074, s1.loss_bbox: 0.0848, s1.loss_mask: 0.0821, s2.loss_cls: 0.0274, s2.acc: 95.7380, s2.loss_bbox: 0.0577, s2.loss_mask: 0.0389, loss: 0.8774 2022-06-09 03:05:21,870 - mmdet - INFO - Epoch [33][4150/7330] lr: 1.000e-05, eta: 10:21:41, time: 1.472, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0141, loss_rpn_bbox: 0.0219, loss_semantic_seg: 0.1386, s0.loss_cls: 0.1277, s0.acc: 95.1815, s0.loss_bbox: 0.0751, s0.loss_mask: 0.1732, s1.loss_cls: 0.0561, s1.acc: 95.7725, s1.loss_bbox: 0.0891, s1.loss_mask: 0.0822, s2.loss_cls: 0.0282, s2.acc: 95.6597, s2.loss_bbox: 0.0612, s2.loss_mask: 0.0391, loss: 0.9064 2022-06-09 03:06:34,560 - mmdet - INFO - Epoch [33][4200/7330] lr: 1.000e-05, eta: 10:20:27, time: 1.454, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0145, loss_rpn_bbox: 0.0209, loss_semantic_seg: 0.1294, s0.loss_cls: 0.1211, s0.acc: 95.3677, s0.loss_bbox: 0.0718, s0.loss_mask: 0.1743, s1.loss_cls: 0.0538, s1.acc: 95.8726, s1.loss_bbox: 0.0844, s1.loss_mask: 0.0826, s2.loss_cls: 0.0274, s2.acc: 95.6523, s2.loss_bbox: 0.0591, s2.loss_mask: 0.0394, loss: 0.8788 2022-06-09 03:07:48,685 - mmdet - INFO - Epoch [33][4250/7330] lr: 1.000e-05, eta: 10:19:13, time: 1.482, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0165, loss_rpn_bbox: 0.0226, loss_semantic_seg: 0.1377, s0.loss_cls: 0.1273, s0.acc: 95.1582, s0.loss_bbox: 0.0752, s0.loss_mask: 0.1787, s1.loss_cls: 0.0575, s1.acc: 95.6383, s1.loss_bbox: 0.0887, s1.loss_mask: 0.0843, s2.loss_cls: 0.0293, s2.acc: 95.4947, s2.loss_bbox: 0.0599, s2.loss_mask: 0.0398, loss: 0.9173 2022-06-09 03:09:01,060 - mmdet - INFO - Epoch [33][4300/7330] lr: 1.000e-05, eta: 10:17:58, time: 1.448, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0162, loss_rpn_bbox: 0.0197, loss_semantic_seg: 0.1389, s0.loss_cls: 0.1204, s0.acc: 95.4807, s0.loss_bbox: 0.0699, s0.loss_mask: 0.1682, s1.loss_cls: 0.0540, s1.acc: 95.9649, s1.loss_bbox: 0.0809, s1.loss_mask: 0.0798, s2.loss_cls: 0.0277, s2.acc: 95.7987, s2.loss_bbox: 0.0563, s2.loss_mask: 0.0379, loss: 0.8700 2022-06-09 03:10:13,552 - mmdet - INFO - Epoch [33][4350/7330] lr: 1.000e-05, eta: 10:16:44, time: 1.450, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0148, loss_rpn_bbox: 0.0196, loss_semantic_seg: 0.1321, s0.loss_cls: 0.1209, s0.acc: 95.3508, s0.loss_bbox: 0.0736, s0.loss_mask: 0.1763, s1.loss_cls: 0.0530, s1.acc: 95.9154, s1.loss_bbox: 0.0884, s1.loss_mask: 0.0835, s2.loss_cls: 0.0273, s2.acc: 95.7687, s2.loss_bbox: 0.0603, s2.loss_mask: 0.0396, loss: 0.8893 2022-06-09 03:11:26,618 - mmdet - INFO - Epoch [33][4400/7330] lr: 1.000e-05, eta: 10:15:30, time: 1.461, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0153, loss_rpn_bbox: 0.0212, loss_semantic_seg: 0.1363, s0.loss_cls: 0.1293, s0.acc: 94.9836, s0.loss_bbox: 0.0752, s0.loss_mask: 0.1816, s1.loss_cls: 0.0580, s1.acc: 95.4749, s1.loss_bbox: 0.0907, s1.loss_mask: 0.0870, s2.loss_cls: 0.0299, s2.acc: 95.3117, s2.loss_bbox: 0.0615, s2.loss_mask: 0.0413, loss: 0.9275 2022-06-09 03:12:40,088 - mmdet - INFO - Epoch [33][4450/7330] lr: 1.000e-05, eta: 10:14:16, time: 1.469, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0172, loss_rpn_bbox: 0.0237, loss_semantic_seg: 0.1357, s0.loss_cls: 0.1270, s0.acc: 95.2097, s0.loss_bbox: 0.0748, s0.loss_mask: 0.1699, s1.loss_cls: 0.0564, s1.acc: 95.7846, s1.loss_bbox: 0.0901, s1.loss_mask: 0.0808, s2.loss_cls: 0.0287, s2.acc: 95.6422, s2.loss_bbox: 0.0619, s2.loss_mask: 0.0382, loss: 0.9043 2022-06-09 03:13:53,546 - mmdet - INFO - Epoch [33][4500/7330] lr: 1.000e-05, eta: 10:13:02, time: 1.470, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0155, loss_rpn_bbox: 0.0219, loss_semantic_seg: 0.1372, s0.loss_cls: 0.1235, s0.acc: 95.3323, s0.loss_bbox: 0.0720, s0.loss_mask: 0.1686, s1.loss_cls: 0.0543, s1.acc: 95.8796, s1.loss_bbox: 0.0862, s1.loss_mask: 0.0802, s2.loss_cls: 0.0285, s2.acc: 95.6556, s2.loss_bbox: 0.0579, s2.loss_mask: 0.0380, loss: 0.8838 2022-06-09 03:15:07,048 - mmdet - INFO - Epoch [33][4550/7330] lr: 1.000e-05, eta: 10:11:47, time: 1.468, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0151, loss_rpn_bbox: 0.0215, loss_semantic_seg: 0.1321, s0.loss_cls: 0.1234, s0.acc: 95.2616, s0.loss_bbox: 0.0709, s0.loss_mask: 0.1698, s1.loss_cls: 0.0553, s1.acc: 95.7950, s1.loss_bbox: 0.0830, s1.loss_mask: 0.0804, s2.loss_cls: 0.0282, s2.acc: 95.6097, s2.loss_bbox: 0.0565, s2.loss_mask: 0.0381, loss: 0.8743 2022-06-09 03:16:19,630 - mmdet - INFO - Epoch [33][4600/7330] lr: 1.000e-05, eta: 10:10:33, time: 1.454, data_time: 0.020, memory: 64799, loss_rpn_cls: 0.0142, loss_rpn_bbox: 0.0197, loss_semantic_seg: 0.1344, s0.loss_cls: 0.1222, s0.acc: 95.2908, s0.loss_bbox: 0.0738, s0.loss_mask: 0.1692, s1.loss_cls: 0.0548, s1.acc: 95.8141, s1.loss_bbox: 0.0872, s1.loss_mask: 0.0802, s2.loss_cls: 0.0286, s2.acc: 95.6208, s2.loss_bbox: 0.0585, s2.loss_mask: 0.0379, loss: 0.8807 2022-06-09 03:17:32,884 - mmdet - INFO - Epoch [33][4650/7330] lr: 1.000e-05, eta: 10:09:19, time: 1.465, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0157, loss_rpn_bbox: 0.0206, loss_semantic_seg: 0.1343, s0.loss_cls: 0.1278, s0.acc: 95.1436, s0.loss_bbox: 0.0727, s0.loss_mask: 0.1750, s1.loss_cls: 0.0569, s1.acc: 95.7231, s1.loss_bbox: 0.0882, s1.loss_mask: 0.0833, s2.loss_cls: 0.0290, s2.acc: 95.5147, s2.loss_bbox: 0.0618, s2.loss_mask: 0.0394, loss: 0.9046 2022-06-09 03:18:45,959 - mmdet - INFO - Epoch [33][4700/7330] lr: 1.000e-05, eta: 10:08:05, time: 1.461, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0173, loss_rpn_bbox: 0.0216, loss_semantic_seg: 0.1363, s0.loss_cls: 0.1287, s0.acc: 95.0934, s0.loss_bbox: 0.0762, s0.loss_mask: 0.1755, s1.loss_cls: 0.0576, s1.acc: 95.6506, s1.loss_bbox: 0.0894, s1.loss_mask: 0.0831, s2.loss_cls: 0.0302, s2.acc: 95.3829, s2.loss_bbox: 0.0597, s2.loss_mask: 0.0396, loss: 0.9153 2022-06-09 03:19:59,541 - mmdet - INFO - Epoch [33][4750/7330] lr: 1.000e-05, eta: 10:06:51, time: 1.472, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0159, loss_rpn_bbox: 0.0223, loss_semantic_seg: 0.1445, s0.loss_cls: 0.1289, s0.acc: 94.9963, s0.loss_bbox: 0.0751, s0.loss_mask: 0.1720, s1.loss_cls: 0.0579, s1.acc: 95.5106, s1.loss_bbox: 0.0872, s1.loss_mask: 0.0814, s2.loss_cls: 0.0297, s2.acc: 95.3949, s2.loss_bbox: 0.0584, s2.loss_mask: 0.0387, loss: 0.9120 2022-06-09 03:21:12,795 - mmdet - INFO - Epoch [33][4800/7330] lr: 1.000e-05, eta: 10:05:36, time: 1.465, data_time: 0.012, memory: 64799, loss_rpn_cls: 0.0135, loss_rpn_bbox: 0.0205, loss_semantic_seg: 0.1348, s0.loss_cls: 0.1187, s0.acc: 95.4656, s0.loss_bbox: 0.0716, s0.loss_mask: 0.1641, s1.loss_cls: 0.0532, s1.acc: 95.9587, s1.loss_bbox: 0.0855, s1.loss_mask: 0.0781, s2.loss_cls: 0.0275, s2.acc: 95.7977, s2.loss_bbox: 0.0590, s2.loss_mask: 0.0373, loss: 0.8639 2022-06-09 03:22:26,778 - mmdet - INFO - Epoch [33][4850/7330] lr: 1.000e-05, eta: 10:04:22, time: 1.480, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0146, loss_rpn_bbox: 0.0222, loss_semantic_seg: 0.1380, s0.loss_cls: 0.1265, s0.acc: 95.2073, s0.loss_bbox: 0.0769, s0.loss_mask: 0.1746, s1.loss_cls: 0.0554, s1.acc: 95.8307, s1.loss_bbox: 0.0925, s1.loss_mask: 0.0826, s2.loss_cls: 0.0284, s2.acc: 95.6717, s2.loss_bbox: 0.0641, s2.loss_mask: 0.0395, loss: 0.9153 2022-06-09 03:23:40,810 - mmdet - INFO - Epoch [33][4900/7330] lr: 1.000e-05, eta: 10:03:08, time: 1.481, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0148, loss_rpn_bbox: 0.0212, loss_semantic_seg: 0.1370, s0.loss_cls: 0.1262, s0.acc: 95.1875, s0.loss_bbox: 0.0757, s0.loss_mask: 0.1741, s1.loss_cls: 0.0557, s1.acc: 95.7723, s1.loss_bbox: 0.0874, s1.loss_mask: 0.0824, s2.loss_cls: 0.0285, s2.acc: 95.6058, s2.loss_bbox: 0.0593, s2.loss_mask: 0.0394, loss: 0.9019 2022-06-09 03:24:54,154 - mmdet - INFO - Epoch [33][4950/7330] lr: 1.000e-05, eta: 10:01:54, time: 1.466, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0136, loss_rpn_bbox: 0.0204, loss_semantic_seg: 0.1360, s0.loss_cls: 0.1155, s0.acc: 95.5623, s0.loss_bbox: 0.0694, s0.loss_mask: 0.1644, s1.loss_cls: 0.0504, s1.acc: 96.1212, s1.loss_bbox: 0.0819, s1.loss_mask: 0.0777, s2.loss_cls: 0.0259, s2.acc: 95.9807, s2.loss_bbox: 0.0564, s2.loss_mask: 0.0370, loss: 0.8486 2022-06-09 03:26:07,142 - mmdet - INFO - Epoch [33][5000/7330] lr: 1.000e-05, eta: 10:00:40, time: 1.460, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0152, loss_rpn_bbox: 0.0202, loss_semantic_seg: 0.1337, s0.loss_cls: 0.1270, s0.acc: 95.2292, s0.loss_bbox: 0.0720, s0.loss_mask: 0.1774, s1.loss_cls: 0.0571, s1.acc: 95.7297, s1.loss_bbox: 0.0845, s1.loss_mask: 0.0839, s2.loss_cls: 0.0290, s2.acc: 95.5761, s2.loss_bbox: 0.0579, s2.loss_mask: 0.0399, loss: 0.8977 2022-06-09 03:27:20,522 - mmdet - INFO - Epoch [33][5050/7330] lr: 1.000e-05, eta: 9:59:26, time: 1.467, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0158, loss_rpn_bbox: 0.0220, loss_semantic_seg: 0.1391, s0.loss_cls: 0.1310, s0.acc: 95.0674, s0.loss_bbox: 0.0761, s0.loss_mask: 0.1751, s1.loss_cls: 0.0581, s1.acc: 95.6879, s1.loss_bbox: 0.0908, s1.loss_mask: 0.0830, s2.loss_cls: 0.0297, s2.acc: 95.5594, s2.loss_bbox: 0.0621, s2.loss_mask: 0.0394, loss: 0.9222 2022-06-09 03:28:33,827 - mmdet - INFO - Epoch [33][5100/7330] lr: 1.000e-05, eta: 9:58:11, time: 1.467, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0139, loss_rpn_bbox: 0.0217, loss_semantic_seg: 0.1304, s0.loss_cls: 0.1209, s0.acc: 95.2415, s0.loss_bbox: 0.0722, s0.loss_mask: 0.1741, s1.loss_cls: 0.0532, s1.acc: 95.8462, s1.loss_bbox: 0.0843, s1.loss_mask: 0.0824, s2.loss_cls: 0.0274, s2.acc: 95.6533, s2.loss_bbox: 0.0571, s2.loss_mask: 0.0390, loss: 0.8765 2022-06-09 03:29:46,583 - mmdet - INFO - Epoch [33][5150/7330] lr: 1.000e-05, eta: 9:56:57, time: 1.455, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0160, loss_rpn_bbox: 0.0234, loss_semantic_seg: 0.1329, s0.loss_cls: 0.1259, s0.acc: 95.2002, s0.loss_bbox: 0.0726, s0.loss_mask: 0.1688, s1.loss_cls: 0.0561, s1.acc: 95.6814, s1.loss_bbox: 0.0850, s1.loss_mask: 0.0803, s2.loss_cls: 0.0287, s2.acc: 95.5380, s2.loss_bbox: 0.0574, s2.loss_mask: 0.0381, loss: 0.8853 2022-06-09 03:31:00,245 - mmdet - INFO - Epoch [33][5200/7330] lr: 1.000e-05, eta: 9:55:43, time: 1.473, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0136, loss_rpn_bbox: 0.0216, loss_semantic_seg: 0.1339, s0.loss_cls: 0.1230, s0.acc: 95.3066, s0.loss_bbox: 0.0715, s0.loss_mask: 0.1726, s1.loss_cls: 0.0534, s1.acc: 95.9245, s1.loss_bbox: 0.0857, s1.loss_mask: 0.0815, s2.loss_cls: 0.0273, s2.acc: 95.6911, s2.loss_bbox: 0.0598, s2.loss_mask: 0.0387, loss: 0.8825 2022-06-09 03:32:12,384 - mmdet - INFO - Epoch [33][5250/7330] lr: 1.000e-05, eta: 9:54:29, time: 1.443, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0138, loss_rpn_bbox: 0.0216, loss_semantic_seg: 0.1374, s0.loss_cls: 0.1224, s0.acc: 95.3625, s0.loss_bbox: 0.0738, s0.loss_mask: 0.1739, s1.loss_cls: 0.0542, s1.acc: 95.9282, s1.loss_bbox: 0.0873, s1.loss_mask: 0.0824, s2.loss_cls: 0.0278, s2.acc: 95.7282, s2.loss_bbox: 0.0603, s2.loss_mask: 0.0391, loss: 0.8939 2022-06-09 03:33:25,621 - mmdet - INFO - Epoch [33][5300/7330] lr: 1.000e-05, eta: 9:53:15, time: 1.465, data_time: 0.021, memory: 64799, loss_rpn_cls: 0.0163, loss_rpn_bbox: 0.0218, loss_semantic_seg: 0.1337, s0.loss_cls: 0.1320, s0.acc: 95.0574, s0.loss_bbox: 0.0757, s0.loss_mask: 0.1752, s1.loss_cls: 0.0596, s1.acc: 95.5077, s1.loss_bbox: 0.0902, s1.loss_mask: 0.0836, s2.loss_cls: 0.0307, s2.acc: 95.3358, s2.loss_bbox: 0.0619, s2.loss_mask: 0.0397, loss: 0.9202 2022-06-09 03:34:38,926 - mmdet - INFO - Epoch [33][5350/7330] lr: 1.000e-05, eta: 9:52:00, time: 1.466, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0140, loss_rpn_bbox: 0.0216, loss_semantic_seg: 0.1329, s0.loss_cls: 0.1202, s0.acc: 95.4255, s0.loss_bbox: 0.0702, s0.loss_mask: 0.1681, s1.loss_cls: 0.0541, s1.acc: 95.9078, s1.loss_bbox: 0.0851, s1.loss_mask: 0.0800, s2.loss_cls: 0.0282, s2.acc: 95.6433, s2.loss_bbox: 0.0588, s2.loss_mask: 0.0381, loss: 0.8713 2022-06-09 03:35:52,125 - mmdet - INFO - Epoch [33][5400/7330] lr: 1.000e-05, eta: 9:50:46, time: 1.463, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0159, loss_rpn_bbox: 0.0213, loss_semantic_seg: 0.1295, s0.loss_cls: 0.1257, s0.acc: 95.2717, s0.loss_bbox: 0.0738, s0.loss_mask: 0.1711, s1.loss_cls: 0.0562, s1.acc: 95.7650, s1.loss_bbox: 0.0876, s1.loss_mask: 0.0812, s2.loss_cls: 0.0289, s2.acc: 95.5369, s2.loss_bbox: 0.0599, s2.loss_mask: 0.0387, loss: 0.8898 2022-06-09 03:37:04,582 - mmdet - INFO - Epoch [33][5450/7330] lr: 1.000e-05, eta: 9:49:32, time: 1.450, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0154, loss_rpn_bbox: 0.0216, loss_semantic_seg: 0.1328, s0.loss_cls: 0.1245, s0.acc: 95.2800, s0.loss_bbox: 0.0740, s0.loss_mask: 0.1763, s1.loss_cls: 0.0555, s1.acc: 95.7660, s1.loss_bbox: 0.0891, s1.loss_mask: 0.0840, s2.loss_cls: 0.0290, s2.acc: 95.6079, s2.loss_bbox: 0.0614, s2.loss_mask: 0.0400, loss: 0.9037 2022-06-09 03:38:17,504 - mmdet - INFO - Epoch [33][5500/7330] lr: 1.000e-05, eta: 9:48:18, time: 1.458, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0150, loss_rpn_bbox: 0.0221, loss_semantic_seg: 0.1364, s0.loss_cls: 0.1313, s0.acc: 95.0052, s0.loss_bbox: 0.0779, s0.loss_mask: 0.1753, s1.loss_cls: 0.0592, s1.acc: 95.4346, s1.loss_bbox: 0.0910, s1.loss_mask: 0.0833, s2.loss_cls: 0.0302, s2.acc: 95.3051, s2.loss_bbox: 0.0618, s2.loss_mask: 0.0394, loss: 0.9231 2022-06-09 03:39:29,091 - mmdet - INFO - Epoch [33][5550/7330] lr: 1.000e-05, eta: 9:47:03, time: 1.432, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0140, loss_rpn_bbox: 0.0213, loss_semantic_seg: 0.1319, s0.loss_cls: 0.1236, s0.acc: 95.2700, s0.loss_bbox: 0.0725, s0.loss_mask: 0.1707, s1.loss_cls: 0.0553, s1.acc: 95.7949, s1.loss_bbox: 0.0852, s1.loss_mask: 0.0806, s2.loss_cls: 0.0285, s2.acc: 95.6596, s2.loss_bbox: 0.0589, s2.loss_mask: 0.0383, loss: 0.8809 2022-06-09 03:40:42,241 - mmdet - INFO - Epoch [33][5600/7330] lr: 1.000e-05, eta: 9:45:49, time: 1.463, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0156, loss_rpn_bbox: 0.0224, loss_semantic_seg: 0.1390, s0.loss_cls: 0.1305, s0.acc: 95.0439, s0.loss_bbox: 0.0746, s0.loss_mask: 0.1731, s1.loss_cls: 0.0590, s1.acc: 95.5256, s1.loss_bbox: 0.0874, s1.loss_mask: 0.0821, s2.loss_cls: 0.0299, s2.acc: 95.3873, s2.loss_bbox: 0.0600, s2.loss_mask: 0.0391, loss: 0.9127 2022-06-09 03:41:55,214 - mmdet - INFO - Epoch [33][5650/7330] lr: 1.000e-05, eta: 9:44:35, time: 1.459, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0146, loss_rpn_bbox: 0.0226, loss_semantic_seg: 0.1405, s0.loss_cls: 0.1237, s0.acc: 95.2507, s0.loss_bbox: 0.0720, s0.loss_mask: 0.1722, s1.loss_cls: 0.0561, s1.acc: 95.6976, s1.loss_bbox: 0.0840, s1.loss_mask: 0.0816, s2.loss_cls: 0.0284, s2.acc: 95.6013, s2.loss_bbox: 0.0581, s2.loss_mask: 0.0388, loss: 0.8926 2022-06-09 03:43:07,993 - mmdet - INFO - Epoch [33][5700/7330] lr: 1.000e-05, eta: 9:43:21, time: 1.456, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0149, loss_rpn_bbox: 0.0209, loss_semantic_seg: 0.1396, s0.loss_cls: 0.1237, s0.acc: 95.3289, s0.loss_bbox: 0.0709, s0.loss_mask: 0.1714, s1.loss_cls: 0.0549, s1.acc: 95.9131, s1.loss_bbox: 0.0845, s1.loss_mask: 0.0810, s2.loss_cls: 0.0280, s2.acc: 95.7775, s2.loss_bbox: 0.0585, s2.loss_mask: 0.0385, loss: 0.8865 2022-06-09 03:44:20,629 - mmdet - INFO - Epoch [33][5750/7330] lr: 1.000e-05, eta: 9:42:07, time: 1.453, data_time: 0.021, memory: 64799, loss_rpn_cls: 0.0165, loss_rpn_bbox: 0.0216, loss_semantic_seg: 0.1309, s0.loss_cls: 0.1311, s0.acc: 94.9832, s0.loss_bbox: 0.0765, s0.loss_mask: 0.1773, s1.loss_cls: 0.0595, s1.acc: 95.4710, s1.loss_bbox: 0.0892, s1.loss_mask: 0.0843, s2.loss_cls: 0.0306, s2.acc: 95.2589, s2.loss_bbox: 0.0609, s2.loss_mask: 0.0401, loss: 0.9185 2022-06-09 03:45:33,278 - mmdet - INFO - Epoch [33][5800/7330] lr: 1.000e-05, eta: 9:40:52, time: 1.453, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0154, loss_rpn_bbox: 0.0208, loss_semantic_seg: 0.1365, s0.loss_cls: 0.1226, s0.acc: 95.3293, s0.loss_bbox: 0.0719, s0.loss_mask: 0.1740, s1.loss_cls: 0.0546, s1.acc: 95.8377, s1.loss_bbox: 0.0850, s1.loss_mask: 0.0830, s2.loss_cls: 0.0278, s2.acc: 95.8048, s2.loss_bbox: 0.0593, s2.loss_mask: 0.0396, loss: 0.8904 2022-06-09 03:46:46,167 - mmdet - INFO - Epoch [33][5850/7330] lr: 1.000e-05, eta: 9:39:38, time: 1.458, data_time: 0.012, memory: 64799, loss_rpn_cls: 0.0150, loss_rpn_bbox: 0.0215, loss_semantic_seg: 0.1348, s0.loss_cls: 0.1283, s0.acc: 95.1953, s0.loss_bbox: 0.0747, s0.loss_mask: 0.1741, s1.loss_cls: 0.0567, s1.acc: 95.6996, s1.loss_bbox: 0.0885, s1.loss_mask: 0.0822, s2.loss_cls: 0.0296, s2.acc: 95.4955, s2.loss_bbox: 0.0601, s2.loss_mask: 0.0391, loss: 0.9046 2022-06-09 03:47:58,577 - mmdet - INFO - Epoch [33][5900/7330] lr: 1.000e-05, eta: 9:38:24, time: 1.447, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0157, loss_rpn_bbox: 0.0217, loss_semantic_seg: 0.1366, s0.loss_cls: 0.1275, s0.acc: 95.2070, s0.loss_bbox: 0.0739, s0.loss_mask: 0.1723, s1.loss_cls: 0.0568, s1.acc: 95.6972, s1.loss_bbox: 0.0864, s1.loss_mask: 0.0818, s2.loss_cls: 0.0288, s2.acc: 95.5148, s2.loss_bbox: 0.0594, s2.loss_mask: 0.0391, loss: 0.9000 2022-06-09 03:49:11,003 - mmdet - INFO - Epoch [33][5950/7330] lr: 1.000e-05, eta: 9:37:10, time: 1.450, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0151, loss_rpn_bbox: 0.0193, loss_semantic_seg: 0.1319, s0.loss_cls: 0.1183, s0.acc: 95.4541, s0.loss_bbox: 0.0702, s0.loss_mask: 0.1729, s1.loss_cls: 0.0520, s1.acc: 96.1007, s1.loss_bbox: 0.0851, s1.loss_mask: 0.0818, s2.loss_cls: 0.0265, s2.acc: 95.9316, s2.loss_bbox: 0.0586, s2.loss_mask: 0.0389, loss: 0.8706 2022-06-09 03:50:23,638 - mmdet - INFO - Epoch [33][6000/7330] lr: 1.000e-05, eta: 9:35:55, time: 1.453, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0176, loss_rpn_bbox: 0.0227, loss_semantic_seg: 0.1327, s0.loss_cls: 0.1224, s0.acc: 95.3555, s0.loss_bbox: 0.0738, s0.loss_mask: 0.1782, s1.loss_cls: 0.0544, s1.acc: 95.8849, s1.loss_bbox: 0.0873, s1.loss_mask: 0.0849, s2.loss_cls: 0.0275, s2.acc: 95.7866, s2.loss_bbox: 0.0600, s2.loss_mask: 0.0403, loss: 0.9019 2022-06-09 03:51:37,588 - mmdet - INFO - Epoch [33][6050/7330] lr: 1.000e-05, eta: 9:34:41, time: 1.479, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0136, loss_rpn_bbox: 0.0205, loss_semantic_seg: 0.1405, s0.loss_cls: 0.1264, s0.acc: 95.1562, s0.loss_bbox: 0.0725, s0.loss_mask: 0.1773, s1.loss_cls: 0.0564, s1.acc: 95.7312, s1.loss_bbox: 0.0867, s1.loss_mask: 0.0847, s2.loss_cls: 0.0288, s2.acc: 95.5325, s2.loss_bbox: 0.0592, s2.loss_mask: 0.0403, loss: 0.9068 2022-06-09 03:52:50,434 - mmdet - INFO - Epoch [33][6100/7330] lr: 1.000e-05, eta: 9:33:27, time: 1.457, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0136, loss_rpn_bbox: 0.0192, loss_semantic_seg: 0.1314, s0.loss_cls: 0.1227, s0.acc: 95.3828, s0.loss_bbox: 0.0711, s0.loss_mask: 0.1694, s1.loss_cls: 0.0550, s1.acc: 95.8575, s1.loss_bbox: 0.0866, s1.loss_mask: 0.0811, s2.loss_cls: 0.0284, s2.acc: 95.6453, s2.loss_bbox: 0.0585, s2.loss_mask: 0.0382, loss: 0.8752 2022-06-09 03:54:03,039 - mmdet - INFO - Epoch [33][6150/7330] lr: 1.000e-05, eta: 9:32:13, time: 1.452, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0148, loss_rpn_bbox: 0.0231, loss_semantic_seg: 0.1340, s0.loss_cls: 0.1277, s0.acc: 95.1741, s0.loss_bbox: 0.0739, s0.loss_mask: 0.1774, s1.loss_cls: 0.0575, s1.acc: 95.6835, s1.loss_bbox: 0.0872, s1.loss_mask: 0.0841, s2.loss_cls: 0.0295, s2.acc: 95.5200, s2.loss_bbox: 0.0598, s2.loss_mask: 0.0400, loss: 0.9090 2022-06-09 03:55:16,211 - mmdet - INFO - Epoch [33][6200/7330] lr: 1.000e-05, eta: 9:30:59, time: 1.463, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0150, loss_rpn_bbox: 0.0217, loss_semantic_seg: 0.1343, s0.loss_cls: 0.1229, s0.acc: 95.3650, s0.loss_bbox: 0.0717, s0.loss_mask: 0.1729, s1.loss_cls: 0.0546, s1.acc: 95.9149, s1.loss_bbox: 0.0850, s1.loss_mask: 0.0823, s2.loss_cls: 0.0281, s2.acc: 95.7362, s2.loss_bbox: 0.0582, s2.loss_mask: 0.0390, loss: 0.8856 2022-06-09 03:56:29,587 - mmdet - INFO - Epoch [33][6250/7330] lr: 1.000e-05, eta: 9:29:45, time: 1.468, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0155, loss_rpn_bbox: 0.0223, loss_semantic_seg: 0.1315, s0.loss_cls: 0.1261, s0.acc: 95.2561, s0.loss_bbox: 0.0730, s0.loss_mask: 0.1705, s1.loss_cls: 0.0558, s1.acc: 95.8773, s1.loss_bbox: 0.0858, s1.loss_mask: 0.0816, s2.loss_cls: 0.0290, s2.acc: 95.6239, s2.loss_bbox: 0.0581, s2.loss_mask: 0.0386, loss: 0.8878 2022-06-09 03:57:42,895 - mmdet - INFO - Epoch [33][6300/7330] lr: 1.000e-05, eta: 9:28:30, time: 1.464, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0152, loss_rpn_bbox: 0.0215, loss_semantic_seg: 0.1343, s0.loss_cls: 0.1227, s0.acc: 95.3271, s0.loss_bbox: 0.0714, s0.loss_mask: 0.1735, s1.loss_cls: 0.0545, s1.acc: 95.8740, s1.loss_bbox: 0.0867, s1.loss_mask: 0.0825, s2.loss_cls: 0.0284, s2.acc: 95.6376, s2.loss_bbox: 0.0604, s2.loss_mask: 0.0392, loss: 0.8902 2022-06-09 03:58:55,101 - mmdet - INFO - Epoch [33][6350/7330] lr: 1.000e-05, eta: 9:27:16, time: 1.446, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0146, loss_rpn_bbox: 0.0203, loss_semantic_seg: 0.1406, s0.loss_cls: 0.1226, s0.acc: 95.2356, s0.loss_bbox: 0.0725, s0.loss_mask: 0.1736, s1.loss_cls: 0.0562, s1.acc: 95.6567, s1.loss_bbox: 0.0850, s1.loss_mask: 0.0824, s2.loss_cls: 0.0289, s2.acc: 95.4645, s2.loss_bbox: 0.0586, s2.loss_mask: 0.0389, loss: 0.8942 2022-06-09 04:00:07,471 - mmdet - INFO - Epoch [33][6400/7330] lr: 1.000e-05, eta: 9:26:02, time: 1.447, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0143, loss_rpn_bbox: 0.0198, loss_semantic_seg: 0.1360, s0.loss_cls: 0.1233, s0.acc: 95.3855, s0.loss_bbox: 0.0716, s0.loss_mask: 0.1716, s1.loss_cls: 0.0550, s1.acc: 95.8778, s1.loss_bbox: 0.0861, s1.loss_mask: 0.0817, s2.loss_cls: 0.0281, s2.acc: 95.7010, s2.loss_bbox: 0.0594, s2.loss_mask: 0.0390, loss: 0.8859 2022-06-09 04:01:20,387 - mmdet - INFO - Epoch [33][6450/7330] lr: 1.000e-05, eta: 9:24:48, time: 1.456, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0165, loss_rpn_bbox: 0.0213, loss_semantic_seg: 0.1336, s0.loss_cls: 0.1244, s0.acc: 95.3003, s0.loss_bbox: 0.0727, s0.loss_mask: 0.1752, s1.loss_cls: 0.0560, s1.acc: 95.8142, s1.loss_bbox: 0.0871, s1.loss_mask: 0.0835, s2.loss_cls: 0.0286, s2.acc: 95.6345, s2.loss_bbox: 0.0589, s2.loss_mask: 0.0396, loss: 0.8974 2022-06-09 04:02:32,756 - mmdet - INFO - Epoch [33][6500/7330] lr: 1.000e-05, eta: 9:23:33, time: 1.449, data_time: 0.020, memory: 64799, loss_rpn_cls: 0.0163, loss_rpn_bbox: 0.0221, loss_semantic_seg: 0.1360, s0.loss_cls: 0.1288, s0.acc: 95.0862, s0.loss_bbox: 0.0750, s0.loss_mask: 0.1718, s1.loss_cls: 0.0581, s1.acc: 95.6352, s1.loss_bbox: 0.0875, s1.loss_mask: 0.0807, s2.loss_cls: 0.0294, s2.acc: 95.5416, s2.loss_bbox: 0.0602, s2.loss_mask: 0.0384, loss: 0.9043 2022-06-09 04:03:44,432 - mmdet - INFO - Epoch [33][6550/7330] lr: 1.000e-05, eta: 9:22:19, time: 1.433, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0149, loss_rpn_bbox: 0.0211, loss_semantic_seg: 0.1374, s0.loss_cls: 0.1295, s0.acc: 95.1331, s0.loss_bbox: 0.0745, s0.loss_mask: 0.1749, s1.loss_cls: 0.0584, s1.acc: 95.6798, s1.loss_bbox: 0.0881, s1.loss_mask: 0.0836, s2.loss_cls: 0.0300, s2.acc: 95.4359, s2.loss_bbox: 0.0614, s2.loss_mask: 0.0397, loss: 0.9135 2022-06-09 04:04:57,957 - mmdet - INFO - Epoch [33][6600/7330] lr: 1.000e-05, eta: 9:21:05, time: 1.471, data_time: 0.020, memory: 64799, loss_rpn_cls: 0.0160, loss_rpn_bbox: 0.0220, loss_semantic_seg: 0.1307, s0.loss_cls: 0.1272, s0.acc: 95.1853, s0.loss_bbox: 0.0745, s0.loss_mask: 0.1743, s1.loss_cls: 0.0567, s1.acc: 95.7204, s1.loss_bbox: 0.0872, s1.loss_mask: 0.0832, s2.loss_cls: 0.0292, s2.acc: 95.4890, s2.loss_bbox: 0.0611, s2.loss_mask: 0.0396, loss: 0.9017 2022-06-09 04:06:10,337 - mmdet - INFO - Epoch [33][6650/7330] lr: 1.000e-05, eta: 9:19:51, time: 1.447, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0154, loss_rpn_bbox: 0.0208, loss_semantic_seg: 0.1346, s0.loss_cls: 0.1290, s0.acc: 95.1399, s0.loss_bbox: 0.0757, s0.loss_mask: 0.1753, s1.loss_cls: 0.0577, s1.acc: 95.6167, s1.loss_bbox: 0.0908, s1.loss_mask: 0.0836, s2.loss_cls: 0.0299, s2.acc: 95.3997, s2.loss_bbox: 0.0624, s2.loss_mask: 0.0401, loss: 0.9153 2022-06-09 04:07:23,401 - mmdet - INFO - Epoch [33][6700/7330] lr: 1.000e-05, eta: 9:18:36, time: 1.462, data_time: 0.020, memory: 64799, loss_rpn_cls: 0.0149, loss_rpn_bbox: 0.0212, loss_semantic_seg: 0.1325, s0.loss_cls: 0.1274, s0.acc: 95.1851, s0.loss_bbox: 0.0771, s0.loss_mask: 0.1750, s1.loss_cls: 0.0575, s1.acc: 95.6200, s1.loss_bbox: 0.0890, s1.loss_mask: 0.0830, s2.loss_cls: 0.0297, s2.acc: 95.3858, s2.loss_bbox: 0.0590, s2.loss_mask: 0.0393, loss: 0.9055 2022-06-09 04:08:36,465 - mmdet - INFO - Epoch [33][6750/7330] lr: 1.000e-05, eta: 9:17:22, time: 1.461, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0150, loss_rpn_bbox: 0.0213, loss_semantic_seg: 0.1366, s0.loss_cls: 0.1211, s0.acc: 95.3657, s0.loss_bbox: 0.0693, s0.loss_mask: 0.1683, s1.loss_cls: 0.0537, s1.acc: 95.9560, s1.loss_bbox: 0.0829, s1.loss_mask: 0.0799, s2.loss_cls: 0.0278, s2.acc: 95.7677, s2.loss_bbox: 0.0578, s2.loss_mask: 0.0379, loss: 0.8715 2022-06-09 04:09:48,564 - mmdet - INFO - Epoch [33][6800/7330] lr: 1.000e-05, eta: 9:16:08, time: 1.442, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0152, loss_rpn_bbox: 0.0216, loss_semantic_seg: 0.1362, s0.loss_cls: 0.1236, s0.acc: 95.2329, s0.loss_bbox: 0.0708, s0.loss_mask: 0.1760, s1.loss_cls: 0.0557, s1.acc: 95.7542, s1.loss_bbox: 0.0836, s1.loss_mask: 0.0835, s2.loss_cls: 0.0281, s2.acc: 95.5999, s2.loss_bbox: 0.0585, s2.loss_mask: 0.0397, loss: 0.8923 2022-06-09 04:11:01,055 - mmdet - INFO - Epoch [33][6850/7330] lr: 1.000e-05, eta: 9:14:54, time: 1.450, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0160, loss_rpn_bbox: 0.0234, loss_semantic_seg: 0.1377, s0.loss_cls: 0.1256, s0.acc: 95.1005, s0.loss_bbox: 0.0750, s0.loss_mask: 0.1780, s1.loss_cls: 0.0567, s1.acc: 95.5983, s1.loss_bbox: 0.0879, s1.loss_mask: 0.0842, s2.loss_cls: 0.0287, s2.acc: 95.4844, s2.loss_bbox: 0.0604, s2.loss_mask: 0.0403, loss: 0.9138 2022-06-09 04:12:12,734 - mmdet - INFO - Epoch [33][6900/7330] lr: 1.000e-05, eta: 9:13:39, time: 1.432, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0144, loss_rpn_bbox: 0.0210, loss_semantic_seg: 0.1374, s0.loss_cls: 0.1246, s0.acc: 95.2266, s0.loss_bbox: 0.0739, s0.loss_mask: 0.1756, s1.loss_cls: 0.0552, s1.acc: 95.8640, s1.loss_bbox: 0.0894, s1.loss_mask: 0.0835, s2.loss_cls: 0.0287, s2.acc: 95.6526, s2.loss_bbox: 0.0611, s2.loss_mask: 0.0398, loss: 0.9046 2022-06-09 04:13:25,382 - mmdet - INFO - Epoch [33][6950/7330] lr: 1.000e-05, eta: 9:12:25, time: 1.454, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0145, loss_rpn_bbox: 0.0217, loss_semantic_seg: 0.1293, s0.loss_cls: 0.1275, s0.acc: 95.1792, s0.loss_bbox: 0.0728, s0.loss_mask: 0.1740, s1.loss_cls: 0.0571, s1.acc: 95.7153, s1.loss_bbox: 0.0858, s1.loss_mask: 0.0829, s2.loss_cls: 0.0287, s2.acc: 95.6126, s2.loss_bbox: 0.0595, s2.loss_mask: 0.0396, loss: 0.8934 2022-06-09 04:14:37,242 - mmdet - INFO - Epoch [33][7000/7330] lr: 1.000e-05, eta: 9:11:11, time: 1.438, data_time: 0.020, memory: 64799, loss_rpn_cls: 0.0151, loss_rpn_bbox: 0.0205, loss_semantic_seg: 0.1416, s0.loss_cls: 0.1237, s0.acc: 95.2527, s0.loss_bbox: 0.0746, s0.loss_mask: 0.1748, s1.loss_cls: 0.0560, s1.acc: 95.7387, s1.loss_bbox: 0.0886, s1.loss_mask: 0.0823, s2.loss_cls: 0.0295, s2.acc: 95.4569, s2.loss_bbox: 0.0606, s2.loss_mask: 0.0392, loss: 0.9065 2022-06-09 04:15:50,061 - mmdet - INFO - Epoch [33][7050/7330] lr: 1.000e-05, eta: 9:09:57, time: 1.456, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0168, loss_rpn_bbox: 0.0212, loss_semantic_seg: 0.1398, s0.loss_cls: 0.1257, s0.acc: 95.1387, s0.loss_bbox: 0.0764, s0.loss_mask: 0.1783, s1.loss_cls: 0.0560, s1.acc: 95.6673, s1.loss_bbox: 0.0910, s1.loss_mask: 0.0849, s2.loss_cls: 0.0289, s2.acc: 95.4173, s2.loss_bbox: 0.0622, s2.loss_mask: 0.0404, loss: 0.9215 2022-06-09 04:17:01,696 - mmdet - INFO - Epoch [33][7100/7330] lr: 1.000e-05, eta: 9:08:42, time: 1.431, data_time: 0.020, memory: 64799, loss_rpn_cls: 0.0132, loss_rpn_bbox: 0.0195, loss_semantic_seg: 0.1302, s0.loss_cls: 0.1189, s0.acc: 95.4780, s0.loss_bbox: 0.0692, s0.loss_mask: 0.1674, s1.loss_cls: 0.0538, s1.acc: 95.9519, s1.loss_bbox: 0.0814, s1.loss_mask: 0.0791, s2.loss_cls: 0.0274, s2.acc: 95.8389, s2.loss_bbox: 0.0565, s2.loss_mask: 0.0379, loss: 0.8544 2022-06-09 04:18:13,672 - mmdet - INFO - Epoch [33][7150/7330] lr: 1.000e-05, eta: 9:07:28, time: 1.439, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0137, loss_rpn_bbox: 0.0196, loss_semantic_seg: 0.1323, s0.loss_cls: 0.1206, s0.acc: 95.3806, s0.loss_bbox: 0.0709, s0.loss_mask: 0.1743, s1.loss_cls: 0.0542, s1.acc: 95.8879, s1.loss_bbox: 0.0851, s1.loss_mask: 0.0830, s2.loss_cls: 0.0276, s2.acc: 95.6961, s2.loss_bbox: 0.0590, s2.loss_mask: 0.0398, loss: 0.8802 2022-06-09 04:19:26,053 - mmdet - INFO - Epoch [33][7200/7330] lr: 1.000e-05, eta: 9:06:14, time: 1.450, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0145, loss_rpn_bbox: 0.0198, loss_semantic_seg: 0.1319, s0.loss_cls: 0.1182, s0.acc: 95.4651, s0.loss_bbox: 0.0687, s0.loss_mask: 0.1695, s1.loss_cls: 0.0525, s1.acc: 96.0451, s1.loss_bbox: 0.0832, s1.loss_mask: 0.0806, s2.loss_cls: 0.0274, s2.acc: 95.7542, s2.loss_bbox: 0.0573, s2.loss_mask: 0.0386, loss: 0.8621 2022-06-09 04:20:37,816 - mmdet - INFO - Epoch [33][7250/7330] lr: 1.000e-05, eta: 9:05:00, time: 1.435, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0138, loss_rpn_bbox: 0.0196, loss_semantic_seg: 0.1381, s0.loss_cls: 0.1128, s0.acc: 95.7571, s0.loss_bbox: 0.0667, s0.loss_mask: 0.1619, s1.loss_cls: 0.0493, s1.acc: 96.3041, s1.loss_bbox: 0.0790, s1.loss_mask: 0.0768, s2.loss_cls: 0.0258, s2.acc: 96.0872, s2.loss_bbox: 0.0542, s2.loss_mask: 0.0364, loss: 0.8344 2022-06-09 04:21:50,865 - mmdet - INFO - Epoch [33][7300/7330] lr: 1.000e-05, eta: 9:03:45, time: 1.461, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0133, loss_rpn_bbox: 0.0224, loss_semantic_seg: 0.1312, s0.loss_cls: 0.1249, s0.acc: 95.2708, s0.loss_bbox: 0.0727, s0.loss_mask: 0.1754, s1.loss_cls: 0.0557, s1.acc: 95.8085, s1.loss_bbox: 0.0858, s1.loss_mask: 0.0837, s2.loss_cls: 0.0288, s2.acc: 95.6131, s2.loss_bbox: 0.0581, s2.loss_mask: 0.0399, loss: 0.8919 2022-06-09 04:22:53,362 - mmdet - INFO - Saving checkpoint at 33 epochs 2022-06-09 04:26:57,420 - mmdet - INFO - Evaluating bbox... 2022-06-09 04:27:40,077 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.583 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.770 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.641 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.440 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.622 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.722 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.740 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.740 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.740 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.614 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.776 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.860 2022-06-09 04:27:40,078 - mmdet - INFO - Evaluating segm... 2022-06-09 04:28:29,757 - 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 ] = 0.749 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.554 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.327 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.539 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.685 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 ] = 0.499 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 ] = 0.777 2022-06-09 04:28:30,576 - mmdet - INFO - Exp name: htc++_beit_adapter_v2_large_fpn_3x_coco.py 2022-06-09 04:28:30,577 - mmdet - INFO - Epoch(val) [33][313] bbox_mAP: 0.5830, bbox_mAP_50: 0.7700, bbox_mAP_75: 0.6410, bbox_mAP_s: 0.4400, bbox_mAP_m: 0.6220, bbox_mAP_l: 0.7220, bbox_mAP_copypaste: 0.583 0.770 0.641 0.440 0.622 0.722, segm_mAP: 0.5060, segm_mAP_50: 0.7490, segm_mAP_75: 0.5540, segm_mAP_s: 0.3270, segm_mAP_m: 0.5390, segm_mAP_l: 0.6850, segm_mAP_copypaste: 0.506 0.749 0.554 0.327 0.539 0.685 2022-06-09 04:33:30,200 - mmdet - INFO - Epoch [34][50/7330] lr: 1.000e-06, eta: 9:02:03, time: 5.992, data_time: 4.529, memory: 64799, loss_rpn_cls: 0.0144, loss_rpn_bbox: 0.0220, loss_semantic_seg: 0.1338, s0.loss_cls: 0.1252, s0.acc: 95.1841, s0.loss_bbox: 0.0735, s0.loss_mask: 0.1693, s1.loss_cls: 0.0554, s1.acc: 95.7786, s1.loss_bbox: 0.0872, s1.loss_mask: 0.0803, s2.loss_cls: 0.0286, s2.acc: 95.6266, s2.loss_bbox: 0.0590, s2.loss_mask: 0.0380, loss: 0.8866 2022-06-09 04:34:44,757 - mmdet - INFO - Epoch [34][100/7330] lr: 1.000e-06, eta: 9:00:49, time: 1.491, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0153, loss_rpn_bbox: 0.0216, loss_semantic_seg: 0.1331, s0.loss_cls: 0.1241, s0.acc: 95.1538, s0.loss_bbox: 0.0740, s0.loss_mask: 0.1774, s1.loss_cls: 0.0556, s1.acc: 95.7159, s1.loss_bbox: 0.0907, s1.loss_mask: 0.0840, s2.loss_cls: 0.0285, s2.acc: 95.5748, s2.loss_bbox: 0.0616, s2.loss_mask: 0.0398, loss: 0.9057 2022-06-09 04:35:58,420 - mmdet - INFO - Epoch [34][150/7330] lr: 1.000e-06, eta: 8:59:35, time: 1.473, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0145, loss_rpn_bbox: 0.0215, loss_semantic_seg: 0.1361, s0.loss_cls: 0.1222, s0.acc: 95.2759, s0.loss_bbox: 0.0741, s0.loss_mask: 0.1740, s1.loss_cls: 0.0536, s1.acc: 95.8821, s1.loss_bbox: 0.0867, s1.loss_mask: 0.0816, s2.loss_cls: 0.0277, s2.acc: 95.7252, s2.loss_bbox: 0.0603, s2.loss_mask: 0.0389, loss: 0.8911 2022-06-09 04:37:11,177 - mmdet - INFO - Epoch [34][200/7330] lr: 1.000e-06, eta: 8:58:21, time: 1.455, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0142, loss_rpn_bbox: 0.0218, loss_semantic_seg: 0.1246, s0.loss_cls: 0.1216, s0.acc: 95.3376, s0.loss_bbox: 0.0734, s0.loss_mask: 0.1732, s1.loss_cls: 0.0541, s1.acc: 95.8876, s1.loss_bbox: 0.0872, s1.loss_mask: 0.0825, s2.loss_cls: 0.0276, s2.acc: 95.7949, s2.loss_bbox: 0.0590, s2.loss_mask: 0.0392, loss: 0.8782 2022-06-09 04:38:24,242 - mmdet - INFO - Epoch [34][250/7330] lr: 1.000e-06, eta: 8:57:07, time: 1.461, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0148, loss_rpn_bbox: 0.0218, loss_semantic_seg: 0.1298, s0.loss_cls: 0.1242, s0.acc: 95.2014, s0.loss_bbox: 0.0751, s0.loss_mask: 0.1740, s1.loss_cls: 0.0546, s1.acc: 95.7949, s1.loss_bbox: 0.0885, s1.loss_mask: 0.0827, s2.loss_cls: 0.0279, s2.acc: 95.6577, s2.loss_bbox: 0.0603, s2.loss_mask: 0.0392, loss: 0.8927 2022-06-09 04:39:36,629 - mmdet - INFO - Epoch [34][300/7330] lr: 1.000e-06, eta: 8:55:52, time: 1.448, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0131, loss_rpn_bbox: 0.0200, loss_semantic_seg: 0.1347, s0.loss_cls: 0.1184, s0.acc: 95.5154, s0.loss_bbox: 0.0694, s0.loss_mask: 0.1694, s1.loss_cls: 0.0529, s1.acc: 95.9606, s1.loss_bbox: 0.0829, s1.loss_mask: 0.0810, s2.loss_cls: 0.0275, s2.acc: 95.8157, s2.loss_bbox: 0.0570, s2.loss_mask: 0.0386, loss: 0.8648 2022-06-09 04:40:49,598 - mmdet - INFO - Epoch [34][350/7330] lr: 1.000e-06, eta: 8:54:38, time: 1.459, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0164, loss_rpn_bbox: 0.0216, loss_semantic_seg: 0.1347, s0.loss_cls: 0.1224, s0.acc: 95.3828, s0.loss_bbox: 0.0732, s0.loss_mask: 0.1716, s1.loss_cls: 0.0552, s1.acc: 95.8610, s1.loss_bbox: 0.0858, s1.loss_mask: 0.0812, s2.loss_cls: 0.0285, s2.acc: 95.6887, s2.loss_bbox: 0.0572, s2.loss_mask: 0.0384, loss: 0.8864 2022-06-09 04:42:01,957 - mmdet - INFO - Epoch [34][400/7330] lr: 1.000e-06, eta: 8:53:24, time: 1.448, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0158, loss_rpn_bbox: 0.0229, loss_semantic_seg: 0.1357, s0.loss_cls: 0.1262, s0.acc: 95.2048, s0.loss_bbox: 0.0751, s0.loss_mask: 0.1761, s1.loss_cls: 0.0563, s1.acc: 95.7085, s1.loss_bbox: 0.0911, s1.loss_mask: 0.0835, s2.loss_cls: 0.0286, s2.acc: 95.5629, s2.loss_bbox: 0.0623, s2.loss_mask: 0.0399, loss: 0.9135 2022-06-09 04:43:13,749 - mmdet - INFO - Epoch [34][450/7330] lr: 1.000e-06, eta: 8:52:10, time: 1.436, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0162, loss_rpn_bbox: 0.0212, loss_semantic_seg: 0.1336, s0.loss_cls: 0.1223, s0.acc: 95.2910, s0.loss_bbox: 0.0745, s0.loss_mask: 0.1756, s1.loss_cls: 0.0550, s1.acc: 95.8222, s1.loss_bbox: 0.0899, s1.loss_mask: 0.0836, s2.loss_cls: 0.0288, s2.acc: 95.6452, s2.loss_bbox: 0.0595, s2.loss_mask: 0.0398, loss: 0.9000 2022-06-09 04:44:26,768 - mmdet - INFO - Epoch [34][500/7330] lr: 1.000e-06, eta: 8:50:55, time: 1.460, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0165, loss_rpn_bbox: 0.0229, loss_semantic_seg: 0.1395, s0.loss_cls: 0.1223, s0.acc: 95.3242, s0.loss_bbox: 0.0724, s0.loss_mask: 0.1703, s1.loss_cls: 0.0547, s1.acc: 95.8843, s1.loss_bbox: 0.0831, s1.loss_mask: 0.0806, s2.loss_cls: 0.0282, s2.acc: 95.6637, s2.loss_bbox: 0.0556, s2.loss_mask: 0.0386, loss: 0.8846 2022-06-09 04:45:39,923 - mmdet - INFO - Epoch [34][550/7330] lr: 1.000e-06, eta: 8:49:41, time: 1.463, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0151, loss_rpn_bbox: 0.0226, loss_semantic_seg: 0.1303, s0.loss_cls: 0.1216, s0.acc: 95.4072, s0.loss_bbox: 0.0699, s0.loss_mask: 0.1700, s1.loss_cls: 0.0543, s1.acc: 96.0110, s1.loss_bbox: 0.0837, s1.loss_mask: 0.0809, s2.loss_cls: 0.0278, s2.acc: 95.7453, s2.loss_bbox: 0.0582, s2.loss_mask: 0.0387, loss: 0.8731 2022-06-09 04:46:52,139 - mmdet - INFO - Epoch [34][600/7330] lr: 1.000e-06, eta: 8:48:27, time: 1.442, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0145, loss_rpn_bbox: 0.0201, loss_semantic_seg: 0.1301, s0.loss_cls: 0.1166, s0.acc: 95.5286, s0.loss_bbox: 0.0708, s0.loss_mask: 0.1706, s1.loss_cls: 0.0513, s1.acc: 96.0633, s1.loss_bbox: 0.0851, s1.loss_mask: 0.0815, s2.loss_cls: 0.0263, s2.acc: 95.9404, s2.loss_bbox: 0.0575, s2.loss_mask: 0.0387, loss: 0.8632 2022-06-09 04:48:04,982 - mmdet - INFO - Epoch [34][650/7330] lr: 1.000e-06, eta: 8:47:13, time: 1.459, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0174, loss_rpn_bbox: 0.0216, loss_semantic_seg: 0.1308, s0.loss_cls: 0.1227, s0.acc: 95.3037, s0.loss_bbox: 0.0720, s0.loss_mask: 0.1676, s1.loss_cls: 0.0544, s1.acc: 95.8801, s1.loss_bbox: 0.0849, s1.loss_mask: 0.0792, s2.loss_cls: 0.0275, s2.acc: 95.8311, s2.loss_bbox: 0.0581, s2.loss_mask: 0.0379, loss: 0.8740 2022-06-09 04:49:17,498 - mmdet - INFO - Epoch [34][700/7330] lr: 1.000e-06, eta: 8:45:58, time: 1.450, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0141, loss_rpn_bbox: 0.0199, loss_semantic_seg: 0.1373, s0.loss_cls: 0.1256, s0.acc: 95.2292, s0.loss_bbox: 0.0713, s0.loss_mask: 0.1705, s1.loss_cls: 0.0553, s1.acc: 95.7808, s1.loss_bbox: 0.0862, s1.loss_mask: 0.0808, s2.loss_cls: 0.0284, s2.acc: 95.5979, s2.loss_bbox: 0.0596, s2.loss_mask: 0.0384, loss: 0.8874 2022-06-09 04:50:29,400 - mmdet - INFO - Epoch [34][750/7330] lr: 1.000e-06, eta: 8:44:44, time: 1.438, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0134, loss_rpn_bbox: 0.0200, loss_semantic_seg: 0.1338, s0.loss_cls: 0.1171, s0.acc: 95.5469, s0.loss_bbox: 0.0702, s0.loss_mask: 0.1668, s1.loss_cls: 0.0514, s1.acc: 96.1435, s1.loss_bbox: 0.0851, s1.loss_mask: 0.0791, s2.loss_cls: 0.0268, s2.acc: 95.9766, s2.loss_bbox: 0.0583, s2.loss_mask: 0.0377, loss: 0.8596 2022-06-09 04:51:42,532 - mmdet - INFO - Epoch [34][800/7330] lr: 1.000e-06, eta: 8:43:30, time: 1.463, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0152, loss_rpn_bbox: 0.0219, loss_semantic_seg: 0.1280, s0.loss_cls: 0.1277, s0.acc: 95.1824, s0.loss_bbox: 0.0753, s0.loss_mask: 0.1757, s1.loss_cls: 0.0581, s1.acc: 95.5920, s1.loss_bbox: 0.0900, s1.loss_mask: 0.0835, s2.loss_cls: 0.0299, s2.acc: 95.3856, s2.loss_bbox: 0.0613, s2.loss_mask: 0.0395, loss: 0.9062 2022-06-09 04:52:55,552 - mmdet - INFO - Epoch [34][850/7330] lr: 1.000e-06, eta: 8:42:16, time: 1.461, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0155, loss_rpn_bbox: 0.0208, loss_semantic_seg: 0.1324, s0.loss_cls: 0.1223, s0.acc: 95.2944, s0.loss_bbox: 0.0715, s0.loss_mask: 0.1732, s1.loss_cls: 0.0535, s1.acc: 95.8531, s1.loss_bbox: 0.0858, s1.loss_mask: 0.0823, s2.loss_cls: 0.0275, s2.acc: 95.6965, s2.loss_bbox: 0.0592, s2.loss_mask: 0.0393, loss: 0.8834 2022-06-09 04:54:08,640 - mmdet - INFO - Epoch [34][900/7330] lr: 1.000e-06, eta: 8:41:01, time: 1.462, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0138, loss_rpn_bbox: 0.0235, loss_semantic_seg: 0.1281, s0.loss_cls: 0.1201, s0.acc: 95.3635, s0.loss_bbox: 0.0740, s0.loss_mask: 0.1733, s1.loss_cls: 0.0530, s1.acc: 95.9339, s1.loss_bbox: 0.0885, s1.loss_mask: 0.0822, s2.loss_cls: 0.0277, s2.acc: 95.6862, s2.loss_bbox: 0.0596, s2.loss_mask: 0.0392, loss: 0.8830 2022-06-09 04:55:21,394 - mmdet - INFO - Epoch [34][950/7330] lr: 1.000e-06, eta: 8:39:47, time: 1.454, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0171, loss_rpn_bbox: 0.0210, loss_semantic_seg: 0.1335, s0.loss_cls: 0.1198, s0.acc: 95.3809, s0.loss_bbox: 0.0714, s0.loss_mask: 0.1692, s1.loss_cls: 0.0515, s1.acc: 96.0671, s1.loss_bbox: 0.0829, s1.loss_mask: 0.0803, s2.loss_cls: 0.0265, s2.acc: 95.9301, s2.loss_bbox: 0.0569, s2.loss_mask: 0.0384, loss: 0.8685 2022-06-09 04:56:33,433 - mmdet - INFO - Epoch [34][1000/7330] lr: 1.000e-06, eta: 8:38:33, time: 1.441, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0142, loss_rpn_bbox: 0.0207, loss_semantic_seg: 0.1421, s0.loss_cls: 0.1211, s0.acc: 95.4407, s0.loss_bbox: 0.0723, s0.loss_mask: 0.1746, s1.loss_cls: 0.0544, s1.acc: 95.9350, s1.loss_bbox: 0.0895, s1.loss_mask: 0.0835, s2.loss_cls: 0.0278, s2.acc: 95.7224, s2.loss_bbox: 0.0618, s2.loss_mask: 0.0397, loss: 0.9017 2022-06-09 04:57:45,192 - mmdet - INFO - Epoch [34][1050/7330] lr: 1.000e-06, eta: 8:37:19, time: 1.435, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0151, loss_rpn_bbox: 0.0193, loss_semantic_seg: 0.1288, s0.loss_cls: 0.1208, s0.acc: 95.4407, s0.loss_bbox: 0.0695, s0.loss_mask: 0.1720, s1.loss_cls: 0.0536, s1.acc: 96.0417, s1.loss_bbox: 0.0845, s1.loss_mask: 0.0821, s2.loss_cls: 0.0277, s2.acc: 95.8106, s2.loss_bbox: 0.0580, s2.loss_mask: 0.0390, loss: 0.8705 2022-06-09 04:58:57,370 - mmdet - INFO - Epoch [34][1100/7330] lr: 1.000e-06, eta: 8:36:04, time: 1.442, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0142, loss_rpn_bbox: 0.0225, loss_semantic_seg: 0.1301, s0.loss_cls: 0.1249, s0.acc: 95.1816, s0.loss_bbox: 0.0752, s0.loss_mask: 0.1766, s1.loss_cls: 0.0561, s1.acc: 95.6693, s1.loss_bbox: 0.0882, s1.loss_mask: 0.0835, s2.loss_cls: 0.0292, s2.acc: 95.4906, s2.loss_bbox: 0.0595, s2.loss_mask: 0.0397, loss: 0.8997 2022-06-09 05:00:10,138 - mmdet - INFO - Epoch [34][1150/7330] lr: 1.000e-06, eta: 8:34:50, time: 1.457, data_time: 0.020, memory: 64799, loss_rpn_cls: 0.0144, loss_rpn_bbox: 0.0208, loss_semantic_seg: 0.1285, s0.loss_cls: 0.1196, s0.acc: 95.4417, s0.loss_bbox: 0.0703, s0.loss_mask: 0.1686, s1.loss_cls: 0.0532, s1.acc: 95.9247, s1.loss_bbox: 0.0853, s1.loss_mask: 0.0802, s2.loss_cls: 0.0272, s2.acc: 95.8046, s2.loss_bbox: 0.0585, s2.loss_mask: 0.0381, loss: 0.8649 2022-06-09 05:01:22,732 - mmdet - INFO - Epoch [34][1200/7330] lr: 1.000e-06, eta: 8:33:36, time: 1.452, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0150, loss_rpn_bbox: 0.0217, loss_semantic_seg: 0.1274, s0.loss_cls: 0.1207, s0.acc: 95.3853, s0.loss_bbox: 0.0713, s0.loss_mask: 0.1711, s1.loss_cls: 0.0537, s1.acc: 95.9261, s1.loss_bbox: 0.0861, s1.loss_mask: 0.0818, s2.loss_cls: 0.0279, s2.acc: 95.7209, s2.loss_bbox: 0.0583, s2.loss_mask: 0.0388, loss: 0.8739 2022-06-09 05:02:35,289 - mmdet - INFO - Epoch [34][1250/7330] lr: 1.000e-06, eta: 8:32:22, time: 1.451, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0134, loss_rpn_bbox: 0.0198, loss_semantic_seg: 0.1381, s0.loss_cls: 0.1190, s0.acc: 95.4468, s0.loss_bbox: 0.0715, s0.loss_mask: 0.1719, s1.loss_cls: 0.0527, s1.acc: 96.0099, s1.loss_bbox: 0.0847, s1.loss_mask: 0.0814, s2.loss_cls: 0.0269, s2.acc: 95.8100, s2.loss_bbox: 0.0585, s2.loss_mask: 0.0387, loss: 0.8765 2022-06-09 05:03:47,062 - mmdet - INFO - Epoch [34][1300/7330] lr: 1.000e-06, eta: 8:31:07, time: 1.432, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0155, loss_rpn_bbox: 0.0220, loss_semantic_seg: 0.1349, s0.loss_cls: 0.1249, s0.acc: 95.2769, s0.loss_bbox: 0.0730, s0.loss_mask: 0.1759, s1.loss_cls: 0.0554, s1.acc: 95.8008, s1.loss_bbox: 0.0871, s1.loss_mask: 0.0832, s2.loss_cls: 0.0282, s2.acc: 95.7017, s2.loss_bbox: 0.0606, s2.loss_mask: 0.0395, loss: 0.9000 2022-06-09 05:05:00,101 - mmdet - INFO - Epoch [34][1350/7330] lr: 1.000e-06, eta: 8:29:53, time: 1.464, data_time: 0.022, memory: 64799, loss_rpn_cls: 0.0155, loss_rpn_bbox: 0.0215, loss_semantic_seg: 0.1350, s0.loss_cls: 0.1253, s0.acc: 95.2769, s0.loss_bbox: 0.0760, s0.loss_mask: 0.1743, s1.loss_cls: 0.0553, s1.acc: 95.8474, s1.loss_bbox: 0.0882, s1.loss_mask: 0.0823, s2.loss_cls: 0.0284, s2.acc: 95.5846, s2.loss_bbox: 0.0601, s2.loss_mask: 0.0390, loss: 0.9010 2022-06-09 05:06:13,141 - mmdet - INFO - Epoch [34][1400/7330] lr: 1.000e-06, eta: 8:28:39, time: 1.461, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0142, loss_rpn_bbox: 0.0208, loss_semantic_seg: 0.1292, s0.loss_cls: 0.1200, s0.acc: 95.4434, s0.loss_bbox: 0.0718, s0.loss_mask: 0.1733, s1.loss_cls: 0.0530, s1.acc: 95.9980, s1.loss_bbox: 0.0875, s1.loss_mask: 0.0821, s2.loss_cls: 0.0276, s2.acc: 95.7232, s2.loss_bbox: 0.0595, s2.loss_mask: 0.0391, loss: 0.8782 2022-06-09 05:07:25,950 - mmdet - INFO - Epoch [34][1450/7330] lr: 1.000e-06, eta: 8:27:25, time: 1.456, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0143, loss_rpn_bbox: 0.0220, loss_semantic_seg: 0.1268, s0.loss_cls: 0.1222, s0.acc: 95.3379, s0.loss_bbox: 0.0715, s0.loss_mask: 0.1717, s1.loss_cls: 0.0536, s1.acc: 95.9311, s1.loss_bbox: 0.0853, s1.loss_mask: 0.0813, s2.loss_cls: 0.0282, s2.acc: 95.6984, s2.loss_bbox: 0.0584, s2.loss_mask: 0.0384, loss: 0.8736 2022-06-09 05:08:37,912 - mmdet - INFO - Epoch [34][1500/7330] lr: 1.000e-06, eta: 8:26:10, time: 1.439, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0138, loss_rpn_bbox: 0.0188, loss_semantic_seg: 0.1336, s0.loss_cls: 0.1184, s0.acc: 95.6067, s0.loss_bbox: 0.0694, s0.loss_mask: 0.1693, s1.loss_cls: 0.0521, s1.acc: 96.1397, s1.loss_bbox: 0.0816, s1.loss_mask: 0.0808, s2.loss_cls: 0.0264, s2.acc: 96.1304, s2.loss_bbox: 0.0575, s2.loss_mask: 0.0386, loss: 0.8604 2022-06-09 05:09:50,966 - mmdet - INFO - Epoch [34][1550/7330] lr: 1.000e-06, eta: 8:24:56, time: 1.461, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0156, loss_rpn_bbox: 0.0213, loss_semantic_seg: 0.1371, s0.loss_cls: 0.1202, s0.acc: 95.3877, s0.loss_bbox: 0.0727, s0.loss_mask: 0.1719, s1.loss_cls: 0.0524, s1.acc: 95.9979, s1.loss_bbox: 0.0852, s1.loss_mask: 0.0815, s2.loss_cls: 0.0271, s2.acc: 95.8094, s2.loss_bbox: 0.0585, s2.loss_mask: 0.0386, loss: 0.8822 2022-06-09 05:11:03,530 - mmdet - INFO - Epoch [34][1600/7330] lr: 1.000e-06, eta: 8:23:42, time: 1.451, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0165, loss_rpn_bbox: 0.0216, loss_semantic_seg: 0.1370, s0.loss_cls: 0.1280, s0.acc: 95.1904, s0.loss_bbox: 0.0781, s0.loss_mask: 0.1757, s1.loss_cls: 0.0560, s1.acc: 95.8090, s1.loss_bbox: 0.0917, s1.loss_mask: 0.0827, s2.loss_cls: 0.0292, s2.acc: 95.5524, s2.loss_bbox: 0.0599, s2.loss_mask: 0.0390, loss: 0.9154 2022-06-09 05:12:16,128 - mmdet - INFO - Epoch [34][1650/7330] lr: 1.000e-06, eta: 8:22:28, time: 1.452, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0146, loss_rpn_bbox: 0.0198, loss_semantic_seg: 0.1307, s0.loss_cls: 0.1190, s0.acc: 95.4160, s0.loss_bbox: 0.0704, s0.loss_mask: 0.1728, s1.loss_cls: 0.0526, s1.acc: 95.9842, s1.loss_bbox: 0.0858, s1.loss_mask: 0.0822, s2.loss_cls: 0.0267, s2.acc: 95.8324, s2.loss_bbox: 0.0594, s2.loss_mask: 0.0389, loss: 0.8730 2022-06-09 05:13:29,641 - mmdet - INFO - Epoch [34][1700/7330] lr: 1.000e-06, eta: 8:21:14, time: 1.470, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0160, loss_rpn_bbox: 0.0219, loss_semantic_seg: 0.1309, s0.loss_cls: 0.1267, s0.acc: 95.2605, s0.loss_bbox: 0.0734, s0.loss_mask: 0.1761, s1.loss_cls: 0.0565, s1.acc: 95.7673, s1.loss_bbox: 0.0848, s1.loss_mask: 0.0836, s2.loss_cls: 0.0286, s2.acc: 95.5844, s2.loss_bbox: 0.0564, s2.loss_mask: 0.0396, loss: 0.8943 2022-06-09 05:14:42,482 - mmdet - INFO - Epoch [34][1750/7330] lr: 1.000e-06, eta: 8:19:59, time: 1.457, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0146, loss_rpn_bbox: 0.0207, loss_semantic_seg: 0.1268, s0.loss_cls: 0.1162, s0.acc: 95.5480, s0.loss_bbox: 0.0698, s0.loss_mask: 0.1703, s1.loss_cls: 0.0516, s1.acc: 95.9993, s1.loss_bbox: 0.0827, s1.loss_mask: 0.0807, s2.loss_cls: 0.0267, s2.acc: 95.8496, s2.loss_bbox: 0.0573, s2.loss_mask: 0.0384, loss: 0.8559 2022-06-09 05:15:56,191 - mmdet - INFO - Epoch [34][1800/7330] lr: 1.000e-06, eta: 8:18:45, time: 1.474, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0151, loss_rpn_bbox: 0.0213, loss_semantic_seg: 0.1366, s0.loss_cls: 0.1316, s0.acc: 95.0630, s0.loss_bbox: 0.0758, s0.loss_mask: 0.1801, s1.loss_cls: 0.0603, s1.acc: 95.5275, s1.loss_bbox: 0.0899, s1.loss_mask: 0.0851, s2.loss_cls: 0.0309, s2.acc: 95.3345, s2.loss_bbox: 0.0609, s2.loss_mask: 0.0404, loss: 0.9281 2022-06-09 05:17:09,034 - mmdet - INFO - Epoch [34][1850/7330] lr: 1.000e-06, eta: 8:17:31, time: 1.457, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0141, loss_rpn_bbox: 0.0197, loss_semantic_seg: 0.1367, s0.loss_cls: 0.1201, s0.acc: 95.4077, s0.loss_bbox: 0.0718, s0.loss_mask: 0.1682, s1.loss_cls: 0.0533, s1.acc: 95.9343, s1.loss_bbox: 0.0862, s1.loss_mask: 0.0803, s2.loss_cls: 0.0275, s2.acc: 95.7889, s2.loss_bbox: 0.0590, s2.loss_mask: 0.0381, loss: 0.8749 2022-06-09 05:18:22,202 - mmdet - INFO - Epoch [34][1900/7330] lr: 1.000e-06, eta: 8:16:17, time: 1.463, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0154, loss_rpn_bbox: 0.0221, loss_semantic_seg: 0.1360, s0.loss_cls: 0.1265, s0.acc: 95.2258, s0.loss_bbox: 0.0743, s0.loss_mask: 0.1742, s1.loss_cls: 0.0563, s1.acc: 95.7774, s1.loss_bbox: 0.0874, s1.loss_mask: 0.0827, s2.loss_cls: 0.0289, s2.acc: 95.5627, s2.loss_bbox: 0.0597, s2.loss_mask: 0.0393, loss: 0.9029 2022-06-09 05:19:35,158 - mmdet - INFO - Epoch [34][1950/7330] lr: 1.000e-06, eta: 8:15:03, time: 1.459, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0152, loss_rpn_bbox: 0.0214, loss_semantic_seg: 0.1304, s0.loss_cls: 0.1191, s0.acc: 95.4709, s0.loss_bbox: 0.0734, s0.loss_mask: 0.1794, s1.loss_cls: 0.0534, s1.acc: 96.0235, s1.loss_bbox: 0.0888, s1.loss_mask: 0.0854, s2.loss_cls: 0.0280, s2.acc: 95.7479, s2.loss_bbox: 0.0617, s2.loss_mask: 0.0407, loss: 0.8969 2022-06-09 05:20:47,484 - mmdet - INFO - Epoch [34][2000/7330] lr: 1.000e-06, eta: 8:13:48, time: 1.446, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0151, loss_rpn_bbox: 0.0207, loss_semantic_seg: 0.1361, s0.loss_cls: 0.1258, s0.acc: 95.2202, s0.loss_bbox: 0.0739, s0.loss_mask: 0.1731, s1.loss_cls: 0.0570, s1.acc: 95.7326, s1.loss_bbox: 0.0879, s1.loss_mask: 0.0824, s2.loss_cls: 0.0286, s2.acc: 95.7334, s2.loss_bbox: 0.0595, s2.loss_mask: 0.0392, loss: 0.8994 2022-06-09 05:22:01,041 - mmdet - INFO - Epoch [34][2050/7330] lr: 1.000e-06, eta: 8:12:34, time: 1.471, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0148, loss_rpn_bbox: 0.0218, loss_semantic_seg: 0.1339, s0.loss_cls: 0.1193, s0.acc: 95.4041, s0.loss_bbox: 0.0716, s0.loss_mask: 0.1700, s1.loss_cls: 0.0540, s1.acc: 95.8260, s1.loss_bbox: 0.0834, s1.loss_mask: 0.0808, s2.loss_cls: 0.0277, s2.acc: 95.7234, s2.loss_bbox: 0.0568, s2.loss_mask: 0.0384, loss: 0.8725 2022-06-09 05:23:14,890 - mmdet - INFO - Epoch [34][2100/7330] lr: 1.000e-06, eta: 8:11:20, time: 1.477, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0150, loss_rpn_bbox: 0.0231, loss_semantic_seg: 0.1333, s0.loss_cls: 0.1253, s0.acc: 95.2217, s0.loss_bbox: 0.0750, s0.loss_mask: 0.1716, s1.loss_cls: 0.0560, s1.acc: 95.7522, s1.loss_bbox: 0.0877, s1.loss_mask: 0.0817, s2.loss_cls: 0.0283, s2.acc: 95.6878, s2.loss_bbox: 0.0597, s2.loss_mask: 0.0389, loss: 0.8955 2022-06-09 05:24:28,094 - mmdet - INFO - Epoch [34][2150/7330] lr: 1.000e-06, eta: 8:10:06, time: 1.464, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0135, loss_rpn_bbox: 0.0212, loss_semantic_seg: 0.1355, s0.loss_cls: 0.1217, s0.acc: 95.2947, s0.loss_bbox: 0.0716, s0.loss_mask: 0.1707, s1.loss_cls: 0.0538, s1.acc: 95.8320, s1.loss_bbox: 0.0845, s1.loss_mask: 0.0812, s2.loss_cls: 0.0276, s2.acc: 95.7957, s2.loss_bbox: 0.0584, s2.loss_mask: 0.0385, loss: 0.8783 2022-06-09 05:25:41,942 - mmdet - INFO - Epoch [34][2200/7330] lr: 1.000e-06, eta: 8:08:52, time: 1.477, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0147, loss_rpn_bbox: 0.0213, loss_semantic_seg: 0.1359, s0.loss_cls: 0.1206, s0.acc: 95.3809, s0.loss_bbox: 0.0740, s0.loss_mask: 0.1718, s1.loss_cls: 0.0531, s1.acc: 95.9109, s1.loss_bbox: 0.0859, s1.loss_mask: 0.0811, s2.loss_cls: 0.0272, s2.acc: 95.8011, s2.loss_bbox: 0.0594, s2.loss_mask: 0.0386, loss: 0.8835 2022-06-09 05:26:55,523 - mmdet - INFO - Epoch [34][2250/7330] lr: 1.000e-06, eta: 8:07:38, time: 1.471, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0155, loss_rpn_bbox: 0.0205, loss_semantic_seg: 0.1343, s0.loss_cls: 0.1263, s0.acc: 95.1453, s0.loss_bbox: 0.0775, s0.loss_mask: 0.1757, s1.loss_cls: 0.0578, s1.acc: 95.5576, s1.loss_bbox: 0.0921, s1.loss_mask: 0.0838, s2.loss_cls: 0.0299, s2.acc: 95.3924, s2.loss_bbox: 0.0621, s2.loss_mask: 0.0397, loss: 0.9153 2022-06-09 05:28:08,368 - mmdet - INFO - Epoch [34][2300/7330] lr: 1.000e-06, eta: 8:06:23, time: 1.457, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0130, loss_rpn_bbox: 0.0201, loss_semantic_seg: 0.1277, s0.loss_cls: 0.1199, s0.acc: 95.4478, s0.loss_bbox: 0.0712, s0.loss_mask: 0.1722, s1.loss_cls: 0.0533, s1.acc: 95.9856, s1.loss_bbox: 0.0858, s1.loss_mask: 0.0819, s2.loss_cls: 0.0273, s2.acc: 95.8091, s2.loss_bbox: 0.0594, s2.loss_mask: 0.0389, loss: 0.8708 2022-06-09 05:29:22,049 - mmdet - INFO - Epoch [34][2350/7330] lr: 1.000e-06, eta: 8:05:09, time: 1.474, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0159, loss_rpn_bbox: 0.0220, loss_semantic_seg: 0.1411, s0.loss_cls: 0.1298, s0.acc: 95.0435, s0.loss_bbox: 0.0749, s0.loss_mask: 0.1755, s1.loss_cls: 0.0585, s1.acc: 95.5973, s1.loss_bbox: 0.0892, s1.loss_mask: 0.0827, s2.loss_cls: 0.0301, s2.acc: 95.4358, s2.loss_bbox: 0.0613, s2.loss_mask: 0.0393, loss: 0.9205 2022-06-09 05:30:35,038 - mmdet - INFO - Epoch [34][2400/7330] lr: 1.000e-06, eta: 8:03:55, time: 1.460, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0140, loss_rpn_bbox: 0.0207, loss_semantic_seg: 0.1306, s0.loss_cls: 0.1212, s0.acc: 95.3752, s0.loss_bbox: 0.0696, s0.loss_mask: 0.1714, s1.loss_cls: 0.0541, s1.acc: 95.8725, s1.loss_bbox: 0.0853, s1.loss_mask: 0.0822, s2.loss_cls: 0.0280, s2.acc: 95.5495, s2.loss_bbox: 0.0589, s2.loss_mask: 0.0388, loss: 0.8748 2022-06-09 05:31:48,412 - mmdet - INFO - Epoch [34][2450/7330] lr: 1.000e-06, eta: 8:02:41, time: 1.467, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0158, loss_rpn_bbox: 0.0214, loss_semantic_seg: 0.1382, s0.loss_cls: 0.1197, s0.acc: 95.4722, s0.loss_bbox: 0.0704, s0.loss_mask: 0.1691, s1.loss_cls: 0.0518, s1.acc: 96.1278, s1.loss_bbox: 0.0851, s1.loss_mask: 0.0807, s2.loss_cls: 0.0265, s2.acc: 95.9650, s2.loss_bbox: 0.0587, s2.loss_mask: 0.0384, loss: 0.8757 2022-06-09 05:33:02,442 - mmdet - INFO - Epoch [34][2500/7330] lr: 1.000e-06, eta: 8:01:27, time: 1.481, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0153, loss_rpn_bbox: 0.0202, loss_semantic_seg: 0.1310, s0.loss_cls: 0.1174, s0.acc: 95.5134, s0.loss_bbox: 0.0688, s0.loss_mask: 0.1690, s1.loss_cls: 0.0529, s1.acc: 96.0019, s1.loss_bbox: 0.0814, s1.loss_mask: 0.0796, s2.loss_cls: 0.0267, s2.acc: 95.8910, s2.loss_bbox: 0.0564, s2.loss_mask: 0.0378, loss: 0.8564 2022-06-09 05:34:15,957 - mmdet - INFO - Epoch [34][2550/7330] lr: 1.000e-06, eta: 8:00:13, time: 1.470, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0169, loss_rpn_bbox: 0.0235, loss_semantic_seg: 0.1283, s0.loss_cls: 0.1249, s0.acc: 95.2029, s0.loss_bbox: 0.0762, s0.loss_mask: 0.1723, s1.loss_cls: 0.0556, s1.acc: 95.7607, s1.loss_bbox: 0.0905, s1.loss_mask: 0.0816, s2.loss_cls: 0.0284, s2.acc: 95.5768, s2.loss_bbox: 0.0597, s2.loss_mask: 0.0387, loss: 0.8967 2022-06-09 05:35:29,695 - mmdet - INFO - Epoch [34][2600/7330] lr: 1.000e-06, eta: 7:58:58, time: 1.475, data_time: 0.022, memory: 64799, loss_rpn_cls: 0.0141, loss_rpn_bbox: 0.0214, loss_semantic_seg: 0.1316, s0.loss_cls: 0.1201, s0.acc: 95.3647, s0.loss_bbox: 0.0726, s0.loss_mask: 0.1692, s1.loss_cls: 0.0538, s1.acc: 95.9267, s1.loss_bbox: 0.0847, s1.loss_mask: 0.0806, s2.loss_cls: 0.0278, s2.acc: 95.7146, s2.loss_bbox: 0.0582, s2.loss_mask: 0.0386, loss: 0.8728 2022-06-09 05:36:43,303 - mmdet - INFO - Epoch [34][2650/7330] lr: 1.000e-06, eta: 7:57:44, time: 1.470, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0140, loss_rpn_bbox: 0.0218, loss_semantic_seg: 0.1357, s0.loss_cls: 0.1207, s0.acc: 95.3542, s0.loss_bbox: 0.0713, s0.loss_mask: 0.1699, s1.loss_cls: 0.0538, s1.acc: 95.8637, s1.loss_bbox: 0.0868, s1.loss_mask: 0.0812, s2.loss_cls: 0.0273, s2.acc: 95.7817, s2.loss_bbox: 0.0591, s2.loss_mask: 0.0387, loss: 0.8804 2022-06-09 05:37:55,503 - mmdet - INFO - Epoch [34][2700/7330] lr: 1.000e-06, eta: 7:56:30, time: 1.446, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0132, loss_rpn_bbox: 0.0206, loss_semantic_seg: 0.1378, s0.loss_cls: 0.1237, s0.acc: 95.3469, s0.loss_bbox: 0.0727, s0.loss_mask: 0.1705, s1.loss_cls: 0.0548, s1.acc: 95.9226, s1.loss_bbox: 0.0857, s1.loss_mask: 0.0805, s2.loss_cls: 0.0287, s2.acc: 95.6649, s2.loss_bbox: 0.0584, s2.loss_mask: 0.0383, loss: 0.8850 2022-06-09 05:39:09,189 - mmdet - INFO - Epoch [34][2750/7330] lr: 1.000e-06, eta: 7:55:16, time: 1.474, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0142, loss_rpn_bbox: 0.0208, loss_semantic_seg: 0.1326, s0.loss_cls: 0.1143, s0.acc: 95.5962, s0.loss_bbox: 0.0707, s0.loss_mask: 0.1684, s1.loss_cls: 0.0501, s1.acc: 96.1809, s1.loss_bbox: 0.0830, s1.loss_mask: 0.0794, s2.loss_cls: 0.0260, s2.acc: 96.0089, s2.loss_bbox: 0.0576, s2.loss_mask: 0.0376, loss: 0.8545 2022-06-09 05:40:22,886 - mmdet - INFO - Epoch [34][2800/7330] lr: 1.000e-06, eta: 7:54:02, time: 1.474, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0154, loss_rpn_bbox: 0.0211, loss_semantic_seg: 0.1360, s0.loss_cls: 0.1192, s0.acc: 95.4839, s0.loss_bbox: 0.0712, s0.loss_mask: 0.1677, s1.loss_cls: 0.0521, s1.acc: 96.0641, s1.loss_bbox: 0.0850, s1.loss_mask: 0.0794, s2.loss_cls: 0.0266, s2.acc: 95.9401, s2.loss_bbox: 0.0584, s2.loss_mask: 0.0378, loss: 0.8698 2022-06-09 05:41:35,766 - mmdet - INFO - Epoch [34][2850/7330] lr: 1.000e-06, eta: 7:52:48, time: 1.458, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0135, loss_rpn_bbox: 0.0214, loss_semantic_seg: 0.1274, s0.loss_cls: 0.1197, s0.acc: 95.4124, s0.loss_bbox: 0.0695, s0.loss_mask: 0.1684, s1.loss_cls: 0.0536, s1.acc: 95.9486, s1.loss_bbox: 0.0827, s1.loss_mask: 0.0804, s2.loss_cls: 0.0275, s2.acc: 95.7831, s2.loss_bbox: 0.0574, s2.loss_mask: 0.0384, loss: 0.8598 2022-06-09 05:42:48,325 - mmdet - INFO - Epoch [34][2900/7330] lr: 1.000e-06, eta: 7:51:33, time: 1.451, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0171, loss_rpn_bbox: 0.0213, loss_semantic_seg: 0.1367, s0.loss_cls: 0.1284, s0.acc: 95.1538, s0.loss_bbox: 0.0746, s0.loss_mask: 0.1733, s1.loss_cls: 0.0569, s1.acc: 95.7320, s1.loss_bbox: 0.0863, s1.loss_mask: 0.0824, s2.loss_cls: 0.0291, s2.acc: 95.5887, s2.loss_bbox: 0.0584, s2.loss_mask: 0.0388, loss: 0.9031 2022-06-09 05:44:01,674 - mmdet - INFO - Epoch [34][2950/7330] lr: 1.000e-06, eta: 7:50:19, time: 1.465, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0149, loss_rpn_bbox: 0.0208, loss_semantic_seg: 0.1250, s0.loss_cls: 0.1214, s0.acc: 95.3662, s0.loss_bbox: 0.0729, s0.loss_mask: 0.1708, s1.loss_cls: 0.0536, s1.acc: 95.9219, s1.loss_bbox: 0.0859, s1.loss_mask: 0.0812, s2.loss_cls: 0.0276, s2.acc: 95.7620, s2.loss_bbox: 0.0589, s2.loss_mask: 0.0387, loss: 0.8719 2022-06-09 05:45:15,132 - mmdet - INFO - Epoch [34][3000/7330] lr: 1.000e-06, eta: 7:49:05, time: 1.471, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0156, loss_rpn_bbox: 0.0215, loss_semantic_seg: 0.1385, s0.loss_cls: 0.1217, s0.acc: 95.3875, s0.loss_bbox: 0.0715, s0.loss_mask: 0.1692, s1.loss_cls: 0.0544, s1.acc: 95.9000, s1.loss_bbox: 0.0860, s1.loss_mask: 0.0805, s2.loss_cls: 0.0286, s2.acc: 95.6408, s2.loss_bbox: 0.0574, s2.loss_mask: 0.0381, loss: 0.8831 2022-06-09 05:46:27,936 - mmdet - INFO - Epoch [34][3050/7330] lr: 1.000e-06, eta: 7:47:51, time: 1.456, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0144, loss_rpn_bbox: 0.0202, loss_semantic_seg: 0.1348, s0.loss_cls: 0.1179, s0.acc: 95.6248, s0.loss_bbox: 0.0673, s0.loss_mask: 0.1690, s1.loss_cls: 0.0516, s1.acc: 96.2169, s1.loss_bbox: 0.0816, s1.loss_mask: 0.0798, s2.loss_cls: 0.0262, s2.acc: 96.0143, s2.loss_bbox: 0.0577, s2.loss_mask: 0.0380, loss: 0.8586 2022-06-09 05:47:41,707 - mmdet - INFO - Epoch [34][3100/7330] lr: 1.000e-06, eta: 7:46:37, time: 1.476, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0170, loss_rpn_bbox: 0.0222, loss_semantic_seg: 0.1306, s0.loss_cls: 0.1274, s0.acc: 95.0569, s0.loss_bbox: 0.0786, s0.loss_mask: 0.1795, s1.loss_cls: 0.0577, s1.acc: 95.5376, s1.loss_bbox: 0.0926, s1.loss_mask: 0.0851, s2.loss_cls: 0.0296, s2.acc: 95.3669, s2.loss_bbox: 0.0622, s2.loss_mask: 0.0402, loss: 0.9226 2022-06-09 05:48:55,702 - mmdet - INFO - Epoch [34][3150/7330] lr: 1.000e-06, eta: 7:45:23, time: 1.480, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0126, loss_rpn_bbox: 0.0216, loss_semantic_seg: 0.1350, s0.loss_cls: 0.1188, s0.acc: 95.4622, s0.loss_bbox: 0.0703, s0.loss_mask: 0.1715, s1.loss_cls: 0.0536, s1.acc: 95.9361, s1.loss_bbox: 0.0844, s1.loss_mask: 0.0815, s2.loss_cls: 0.0275, s2.acc: 95.7583, s2.loss_bbox: 0.0580, s2.loss_mask: 0.0387, loss: 0.8734 2022-06-09 05:50:08,636 - mmdet - INFO - Epoch [34][3200/7330] lr: 1.000e-06, eta: 7:44:08, time: 1.459, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0132, loss_rpn_bbox: 0.0215, loss_semantic_seg: 0.1338, s0.loss_cls: 0.1190, s0.acc: 95.4766, s0.loss_bbox: 0.0697, s0.loss_mask: 0.1731, s1.loss_cls: 0.0521, s1.acc: 96.0209, s1.loss_bbox: 0.0840, s1.loss_mask: 0.0825, s2.loss_cls: 0.0265, s2.acc: 95.8794, s2.loss_bbox: 0.0591, s2.loss_mask: 0.0394, loss: 0.8738 2022-06-09 05:51:22,340 - mmdet - INFO - Epoch [34][3250/7330] lr: 1.000e-06, eta: 7:42:54, time: 1.473, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0156, loss_rpn_bbox: 0.0205, loss_semantic_seg: 0.1343, s0.loss_cls: 0.1191, s0.acc: 95.3804, s0.loss_bbox: 0.0720, s0.loss_mask: 0.1694, s1.loss_cls: 0.0524, s1.acc: 95.9887, s1.loss_bbox: 0.0858, s1.loss_mask: 0.0810, s2.loss_cls: 0.0271, s2.acc: 95.7575, s2.loss_bbox: 0.0602, s2.loss_mask: 0.0386, loss: 0.8760 2022-06-09 05:52:36,265 - mmdet - INFO - Epoch [34][3300/7330] lr: 1.000e-06, eta: 7:41:40, time: 1.479, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0142, loss_rpn_bbox: 0.0209, loss_semantic_seg: 0.1347, s0.loss_cls: 0.1211, s0.acc: 95.2959, s0.loss_bbox: 0.0718, s0.loss_mask: 0.1714, s1.loss_cls: 0.0553, s1.acc: 95.7208, s1.loss_bbox: 0.0837, s1.loss_mask: 0.0812, s2.loss_cls: 0.0284, s2.acc: 95.5165, s2.loss_bbox: 0.0575, s2.loss_mask: 0.0387, loss: 0.8791 2022-06-09 05:53:48,639 - mmdet - INFO - Epoch [34][3350/7330] lr: 1.000e-06, eta: 7:40:26, time: 1.448, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0138, loss_rpn_bbox: 0.0229, loss_semantic_seg: 0.1325, s0.loss_cls: 0.1271, s0.acc: 95.1615, s0.loss_bbox: 0.0753, s0.loss_mask: 0.1765, s1.loss_cls: 0.0577, s1.acc: 95.6884, s1.loss_bbox: 0.0885, s1.loss_mask: 0.0835, s2.loss_cls: 0.0294, s2.acc: 95.4702, s2.loss_bbox: 0.0606, s2.loss_mask: 0.0398, loss: 0.9075 2022-06-09 05:55:02,224 - mmdet - INFO - Epoch [34][3400/7330] lr: 1.000e-06, eta: 7:39:12, time: 1.472, data_time: 0.021, memory: 64799, loss_rpn_cls: 0.0150, loss_rpn_bbox: 0.0203, loss_semantic_seg: 0.1408, s0.loss_cls: 0.1198, s0.acc: 95.4304, s0.loss_bbox: 0.0721, s0.loss_mask: 0.1687, s1.loss_cls: 0.0535, s1.acc: 95.9615, s1.loss_bbox: 0.0865, s1.loss_mask: 0.0804, s2.loss_cls: 0.0271, s2.acc: 95.7434, s2.loss_bbox: 0.0594, s2.loss_mask: 0.0382, loss: 0.8818 2022-06-09 05:56:15,861 - mmdet - INFO - Epoch [34][3450/7330] lr: 1.000e-06, eta: 7:37:58, time: 1.473, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0142, loss_rpn_bbox: 0.0209, loss_semantic_seg: 0.1338, s0.loss_cls: 0.1235, s0.acc: 95.2634, s0.loss_bbox: 0.0709, s0.loss_mask: 0.1762, s1.loss_cls: 0.0553, s1.acc: 95.7491, s1.loss_bbox: 0.0860, s1.loss_mask: 0.0841, s2.loss_cls: 0.0284, s2.acc: 95.6472, s2.loss_bbox: 0.0597, s2.loss_mask: 0.0401, loss: 0.8932 2022-06-09 05:57:29,484 - mmdet - INFO - Epoch [34][3500/7330] lr: 1.000e-06, eta: 7:36:43, time: 1.472, data_time: 0.025, memory: 64799, loss_rpn_cls: 0.0158, loss_rpn_bbox: 0.0222, loss_semantic_seg: 0.1303, s0.loss_cls: 0.1273, s0.acc: 95.0847, s0.loss_bbox: 0.0790, s0.loss_mask: 0.1763, s1.loss_cls: 0.0582, s1.acc: 95.5502, s1.loss_bbox: 0.0906, s1.loss_mask: 0.0833, s2.loss_cls: 0.0295, s2.acc: 95.3471, s2.loss_bbox: 0.0595, s2.loss_mask: 0.0395, loss: 0.9113 2022-06-09 05:58:43,207 - mmdet - INFO - Epoch [34][3550/7330] lr: 1.000e-06, eta: 7:35:29, time: 1.474, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0137, loss_rpn_bbox: 0.0213, loss_semantic_seg: 0.1309, s0.loss_cls: 0.1214, s0.acc: 95.4382, s0.loss_bbox: 0.0706, s0.loss_mask: 0.1739, s1.loss_cls: 0.0537, s1.acc: 95.9749, s1.loss_bbox: 0.0857, s1.loss_mask: 0.0828, s2.loss_cls: 0.0280, s2.acc: 95.7937, s2.loss_bbox: 0.0589, s2.loss_mask: 0.0394, loss: 0.8802 2022-06-09 05:59:56,581 - mmdet - INFO - Epoch [34][3600/7330] lr: 1.000e-06, eta: 7:34:15, time: 1.467, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0133, loss_rpn_bbox: 0.0199, loss_semantic_seg: 0.1368, s0.loss_cls: 0.1146, s0.acc: 95.5459, s0.loss_bbox: 0.0693, s0.loss_mask: 0.1690, s1.loss_cls: 0.0506, s1.acc: 96.1401, s1.loss_bbox: 0.0843, s1.loss_mask: 0.0802, s2.loss_cls: 0.0261, s2.acc: 96.0195, s2.loss_bbox: 0.0567, s2.loss_mask: 0.0379, loss: 0.8586 2022-06-09 06:01:11,050 - mmdet - INFO - Epoch [34][3650/7330] lr: 1.000e-06, eta: 7:33:01, time: 1.488, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0175, loss_rpn_bbox: 0.0216, loss_semantic_seg: 0.1355, s0.loss_cls: 0.1220, s0.acc: 95.2400, s0.loss_bbox: 0.0741, s0.loss_mask: 0.1742, s1.loss_cls: 0.0544, s1.acc: 95.7929, s1.loss_bbox: 0.0895, s1.loss_mask: 0.0821, s2.loss_cls: 0.0284, s2.acc: 95.5630, s2.loss_bbox: 0.0600, s2.loss_mask: 0.0389, loss: 0.8983 2022-06-09 06:02:24,606 - mmdet - INFO - Epoch [34][3700/7330] lr: 1.000e-06, eta: 7:31:47, time: 1.473, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0178, loss_rpn_bbox: 0.0226, loss_semantic_seg: 0.1354, s0.loss_cls: 0.1333, s0.acc: 94.9021, s0.loss_bbox: 0.0780, s0.loss_mask: 0.1820, s1.loss_cls: 0.0592, s1.acc: 95.4729, s1.loss_bbox: 0.0936, s1.loss_mask: 0.0860, s2.loss_cls: 0.0301, s2.acc: 95.3435, s2.loss_bbox: 0.0653, s2.loss_mask: 0.0408, loss: 0.9441 2022-06-09 06:03:36,936 - mmdet - INFO - Epoch [34][3750/7330] lr: 1.000e-06, eta: 7:30:33, time: 1.447, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0135, loss_rpn_bbox: 0.0186, loss_semantic_seg: 0.1264, s0.loss_cls: 0.1147, s0.acc: 95.5923, s0.loss_bbox: 0.0668, s0.loss_mask: 0.1657, s1.loss_cls: 0.0504, s1.acc: 96.1444, s1.loss_bbox: 0.0797, s1.loss_mask: 0.0789, s2.loss_cls: 0.0257, s2.acc: 95.9847, s2.loss_bbox: 0.0544, s2.loss_mask: 0.0375, loss: 0.8323 2022-06-09 06:04:50,482 - mmdet - INFO - Epoch [34][3800/7330] lr: 1.000e-06, eta: 7:29:19, time: 1.471, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0152, loss_rpn_bbox: 0.0208, loss_semantic_seg: 0.1292, s0.loss_cls: 0.1207, s0.acc: 95.3681, s0.loss_bbox: 0.0707, s0.loss_mask: 0.1712, s1.loss_cls: 0.0543, s1.acc: 95.8688, s1.loss_bbox: 0.0845, s1.loss_mask: 0.0814, s2.loss_cls: 0.0276, s2.acc: 95.7904, s2.loss_bbox: 0.0582, s2.loss_mask: 0.0387, loss: 0.8725 2022-06-09 06:06:03,034 - mmdet - INFO - Epoch [34][3850/7330] lr: 1.000e-06, eta: 7:28:04, time: 1.451, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0157, loss_rpn_bbox: 0.0210, loss_semantic_seg: 0.1276, s0.loss_cls: 0.1231, s0.acc: 95.3872, s0.loss_bbox: 0.0702, s0.loss_mask: 0.1694, s1.loss_cls: 0.0559, s1.acc: 95.8490, s1.loss_bbox: 0.0819, s1.loss_mask: 0.0801, s2.loss_cls: 0.0288, s2.acc: 95.6836, s2.loss_bbox: 0.0570, s2.loss_mask: 0.0382, loss: 0.8689 2022-06-09 06:07:16,538 - mmdet - INFO - Epoch [34][3900/7330] lr: 1.000e-06, eta: 7:26:50, time: 1.470, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0149, loss_rpn_bbox: 0.0213, loss_semantic_seg: 0.1345, s0.loss_cls: 0.1201, s0.acc: 95.3901, s0.loss_bbox: 0.0724, s0.loss_mask: 0.1710, s1.loss_cls: 0.0525, s1.acc: 95.9774, s1.loss_bbox: 0.0843, s1.loss_mask: 0.0815, s2.loss_cls: 0.0269, s2.acc: 95.8413, s2.loss_bbox: 0.0574, s2.loss_mask: 0.0390, loss: 0.8760 2022-06-09 06:08:29,220 - mmdet - INFO - Epoch [34][3950/7330] lr: 1.000e-06, eta: 7:25:36, time: 1.454, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0147, loss_rpn_bbox: 0.0236, loss_semantic_seg: 0.1388, s0.loss_cls: 0.1300, s0.acc: 95.0551, s0.loss_bbox: 0.0785, s0.loss_mask: 0.1794, s1.loss_cls: 0.0580, s1.acc: 95.5953, s1.loss_bbox: 0.0920, s1.loss_mask: 0.0853, s2.loss_cls: 0.0301, s2.acc: 95.4055, s2.loss_bbox: 0.0618, s2.loss_mask: 0.0405, loss: 0.9328 2022-06-09 06:09:42,737 - mmdet - INFO - Epoch [34][4000/7330] lr: 1.000e-06, eta: 7:24:22, time: 1.471, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0150, loss_rpn_bbox: 0.0223, loss_semantic_seg: 0.1332, s0.loss_cls: 0.1219, s0.acc: 95.2754, s0.loss_bbox: 0.0751, s0.loss_mask: 0.1723, s1.loss_cls: 0.0543, s1.acc: 95.8432, s1.loss_bbox: 0.0905, s1.loss_mask: 0.0820, s2.loss_cls: 0.0275, s2.acc: 95.7529, s2.loss_bbox: 0.0628, s2.loss_mask: 0.0390, loss: 0.8957 2022-06-09 06:10:55,538 - mmdet - INFO - Epoch [34][4050/7330] lr: 1.000e-06, eta: 7:23:08, time: 1.456, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0144, loss_rpn_bbox: 0.0208, loss_semantic_seg: 0.1324, s0.loss_cls: 0.1204, s0.acc: 95.3972, s0.loss_bbox: 0.0725, s0.loss_mask: 0.1715, s1.loss_cls: 0.0527, s1.acc: 95.9637, s1.loss_bbox: 0.0881, s1.loss_mask: 0.0816, s2.loss_cls: 0.0272, s2.acc: 95.7387, s2.loss_bbox: 0.0605, s2.loss_mask: 0.0388, loss: 0.8809 2022-06-09 06:12:09,798 - mmdet - INFO - Epoch [34][4100/7330] lr: 1.000e-06, eta: 7:21:54, time: 1.485, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0144, loss_rpn_bbox: 0.0216, loss_semantic_seg: 0.1301, s0.loss_cls: 0.1163, s0.acc: 95.6055, s0.loss_bbox: 0.0693, s0.loss_mask: 0.1674, s1.loss_cls: 0.0511, s1.acc: 96.1591, s1.loss_bbox: 0.0827, s1.loss_mask: 0.0797, s2.loss_cls: 0.0262, s2.acc: 95.9376, s2.loss_bbox: 0.0560, s2.loss_mask: 0.0377, loss: 0.8524 2022-06-09 06:13:23,619 - mmdet - INFO - Epoch [34][4150/7330] lr: 1.000e-06, eta: 7:20:39, time: 1.476, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0155, loss_rpn_bbox: 0.0208, loss_semantic_seg: 0.1306, s0.loss_cls: 0.1199, s0.acc: 95.4065, s0.loss_bbox: 0.0732, s0.loss_mask: 0.1687, s1.loss_cls: 0.0528, s1.acc: 95.9355, s1.loss_bbox: 0.0863, s1.loss_mask: 0.0799, s2.loss_cls: 0.0271, s2.acc: 95.7514, s2.loss_bbox: 0.0592, s2.loss_mask: 0.0378, loss: 0.8718 2022-06-09 06:14:37,964 - mmdet - INFO - Epoch [34][4200/7330] lr: 1.000e-06, eta: 7:19:25, time: 1.487, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0157, loss_rpn_bbox: 0.0214, loss_semantic_seg: 0.1364, s0.loss_cls: 0.1284, s0.acc: 95.1572, s0.loss_bbox: 0.0755, s0.loss_mask: 0.1755, s1.loss_cls: 0.0569, s1.acc: 95.7356, s1.loss_bbox: 0.0913, s1.loss_mask: 0.0841, s2.loss_cls: 0.0290, s2.acc: 95.4852, s2.loss_bbox: 0.0618, s2.loss_mask: 0.0398, loss: 0.9160 2022-06-09 06:15:51,768 - mmdet - INFO - Epoch [34][4250/7330] lr: 1.000e-06, eta: 7:18:11, time: 1.476, data_time: 0.022, memory: 64799, loss_rpn_cls: 0.0154, loss_rpn_bbox: 0.0226, loss_semantic_seg: 0.1383, s0.loss_cls: 0.1281, s0.acc: 95.1055, s0.loss_bbox: 0.0746, s0.loss_mask: 0.1762, s1.loss_cls: 0.0569, s1.acc: 95.7007, s1.loss_bbox: 0.0886, s1.loss_mask: 0.0833, s2.loss_cls: 0.0290, s2.acc: 95.5020, s2.loss_bbox: 0.0610, s2.loss_mask: 0.0397, loss: 0.9135 2022-06-09 06:17:05,628 - mmdet - INFO - Epoch [34][4300/7330] lr: 1.000e-06, eta: 7:16:57, time: 1.477, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0132, loss_rpn_bbox: 0.0200, loss_semantic_seg: 0.1329, s0.loss_cls: 0.1195, s0.acc: 95.3921, s0.loss_bbox: 0.0725, s0.loss_mask: 0.1741, s1.loss_cls: 0.0529, s1.acc: 95.9233, s1.loss_bbox: 0.0861, s1.loss_mask: 0.0829, s2.loss_cls: 0.0272, s2.acc: 95.7783, s2.loss_bbox: 0.0593, s2.loss_mask: 0.0395, loss: 0.8800 2022-06-09 06:18:18,732 - mmdet - INFO - Epoch [34][4350/7330] lr: 1.000e-06, eta: 7:15:43, time: 1.462, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0151, loss_rpn_bbox: 0.0221, loss_semantic_seg: 0.1370, s0.loss_cls: 0.1248, s0.acc: 95.3188, s0.loss_bbox: 0.0730, s0.loss_mask: 0.1753, s1.loss_cls: 0.0559, s1.acc: 95.8592, s1.loss_bbox: 0.0860, s1.loss_mask: 0.0837, s2.loss_cls: 0.0287, s2.acc: 95.7118, s2.loss_bbox: 0.0605, s2.loss_mask: 0.0399, loss: 0.9019 2022-06-09 06:19:32,283 - mmdet - INFO - Epoch [34][4400/7330] lr: 1.000e-06, eta: 7:14:29, time: 1.471, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0131, loss_rpn_bbox: 0.0210, loss_semantic_seg: 0.1418, s0.loss_cls: 0.1230, s0.acc: 95.2815, s0.loss_bbox: 0.0751, s0.loss_mask: 0.1732, s1.loss_cls: 0.0549, s1.acc: 95.8462, s1.loss_bbox: 0.0890, s1.loss_mask: 0.0828, s2.loss_cls: 0.0282, s2.acc: 95.6276, s2.loss_bbox: 0.0606, s2.loss_mask: 0.0392, loss: 0.9019 2022-06-09 06:20:45,666 - mmdet - INFO - Epoch [34][4450/7330] lr: 1.000e-06, eta: 7:13:15, time: 1.468, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0152, loss_rpn_bbox: 0.0211, loss_semantic_seg: 0.1340, s0.loss_cls: 0.1254, s0.acc: 95.2639, s0.loss_bbox: 0.0748, s0.loss_mask: 0.1751, s1.loss_cls: 0.0559, s1.acc: 95.7962, s1.loss_bbox: 0.0880, s1.loss_mask: 0.0830, s2.loss_cls: 0.0289, s2.acc: 95.6121, s2.loss_bbox: 0.0602, s2.loss_mask: 0.0394, loss: 0.9010 2022-06-09 06:21:59,612 - mmdet - INFO - Epoch [34][4500/7330] lr: 1.000e-06, eta: 7:12:00, time: 1.479, data_time: 0.020, memory: 64799, loss_rpn_cls: 0.0134, loss_rpn_bbox: 0.0213, loss_semantic_seg: 0.1298, s0.loss_cls: 0.1170, s0.acc: 95.5614, s0.loss_bbox: 0.0691, s0.loss_mask: 0.1707, s1.loss_cls: 0.0508, s1.acc: 96.1135, s1.loss_bbox: 0.0829, s1.loss_mask: 0.0810, s2.loss_cls: 0.0259, s2.acc: 96.0642, s2.loss_bbox: 0.0579, s2.loss_mask: 0.0387, loss: 0.8584 2022-06-09 06:23:12,532 - mmdet - INFO - Epoch [34][4550/7330] lr: 1.000e-06, eta: 7:10:46, time: 1.458, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0150, loss_rpn_bbox: 0.0213, loss_semantic_seg: 0.1374, s0.loss_cls: 0.1186, s0.acc: 95.3935, s0.loss_bbox: 0.0702, s0.loss_mask: 0.1715, s1.loss_cls: 0.0508, s1.acc: 96.0704, s1.loss_bbox: 0.0850, s1.loss_mask: 0.0822, s2.loss_cls: 0.0262, s2.acc: 95.9522, s2.loss_bbox: 0.0596, s2.loss_mask: 0.0392, loss: 0.8770 2022-06-09 06:24:27,032 - mmdet - INFO - Epoch [34][4600/7330] lr: 1.000e-06, eta: 7:09:32, time: 1.490, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0135, loss_rpn_bbox: 0.0224, loss_semantic_seg: 0.1386, s0.loss_cls: 0.1281, s0.acc: 95.1240, s0.loss_bbox: 0.0728, s0.loss_mask: 0.1741, s1.loss_cls: 0.0576, s1.acc: 95.6631, s1.loss_bbox: 0.0878, s1.loss_mask: 0.0828, s2.loss_cls: 0.0298, s2.acc: 95.5570, s2.loss_bbox: 0.0606, s2.loss_mask: 0.0395, loss: 0.9075 2022-06-09 06:25:41,055 - mmdet - INFO - Epoch [34][4650/7330] lr: 1.000e-06, eta: 7:08:18, time: 1.480, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0152, loss_rpn_bbox: 0.0223, loss_semantic_seg: 0.1355, s0.loss_cls: 0.1245, s0.acc: 95.2625, s0.loss_bbox: 0.0731, s0.loss_mask: 0.1720, s1.loss_cls: 0.0551, s1.acc: 95.8516, s1.loss_bbox: 0.0847, s1.loss_mask: 0.0811, s2.loss_cls: 0.0281, s2.acc: 95.6879, s2.loss_bbox: 0.0582, s2.loss_mask: 0.0385, loss: 0.8882 2022-06-09 06:26:53,581 - mmdet - INFO - Epoch [34][4700/7330] lr: 1.000e-06, eta: 7:07:04, time: 1.451, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0143, loss_rpn_bbox: 0.0209, loss_semantic_seg: 0.1389, s0.loss_cls: 0.1272, s0.acc: 95.1758, s0.loss_bbox: 0.0739, s0.loss_mask: 0.1768, s1.loss_cls: 0.0572, s1.acc: 95.7863, s1.loss_bbox: 0.0886, s1.loss_mask: 0.0836, s2.loss_cls: 0.0296, s2.acc: 95.5286, s2.loss_bbox: 0.0603, s2.loss_mask: 0.0399, loss: 0.9112 2022-06-09 06:28:06,588 - mmdet - INFO - Epoch [34][4750/7330] lr: 1.000e-06, eta: 7:05:50, time: 1.460, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0149, loss_rpn_bbox: 0.0214, loss_semantic_seg: 0.1332, s0.loss_cls: 0.1225, s0.acc: 95.2769, s0.loss_bbox: 0.0718, s0.loss_mask: 0.1700, s1.loss_cls: 0.0537, s1.acc: 95.8781, s1.loss_bbox: 0.0861, s1.loss_mask: 0.0807, s2.loss_cls: 0.0278, s2.acc: 95.7117, s2.loss_bbox: 0.0593, s2.loss_mask: 0.0384, loss: 0.8799 2022-06-09 06:29:19,802 - mmdet - INFO - Epoch [34][4800/7330] lr: 1.000e-06, eta: 7:04:36, time: 1.465, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0148, loss_rpn_bbox: 0.0203, loss_semantic_seg: 0.1393, s0.loss_cls: 0.1224, s0.acc: 95.3701, s0.loss_bbox: 0.0695, s0.loss_mask: 0.1718, s1.loss_cls: 0.0544, s1.acc: 95.8738, s1.loss_bbox: 0.0819, s1.loss_mask: 0.0815, s2.loss_cls: 0.0275, s2.acc: 95.7320, s2.loss_bbox: 0.0571, s2.loss_mask: 0.0390, loss: 0.8796 2022-06-09 06:30:32,701 - mmdet - INFO - Epoch [34][4850/7330] lr: 1.000e-06, eta: 7:03:21, time: 1.458, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0155, loss_rpn_bbox: 0.0214, loss_semantic_seg: 0.1315, s0.loss_cls: 0.1235, s0.acc: 95.3296, s0.loss_bbox: 0.0735, s0.loss_mask: 0.1779, s1.loss_cls: 0.0551, s1.acc: 95.8782, s1.loss_bbox: 0.0851, s1.loss_mask: 0.0844, s2.loss_cls: 0.0280, s2.acc: 95.6601, s2.loss_bbox: 0.0583, s2.loss_mask: 0.0401, loss: 0.8942 2022-06-09 06:31:46,348 - mmdet - INFO - Epoch [34][4900/7330] lr: 1.000e-06, eta: 7:02:07, time: 1.473, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0154, loss_rpn_bbox: 0.0220, loss_semantic_seg: 0.1363, s0.loss_cls: 0.1240, s0.acc: 95.2979, s0.loss_bbox: 0.0740, s0.loss_mask: 0.1718, s1.loss_cls: 0.0550, s1.acc: 95.8654, s1.loss_bbox: 0.0884, s1.loss_mask: 0.0819, s2.loss_cls: 0.0291, s2.acc: 95.5612, s2.loss_bbox: 0.0595, s2.loss_mask: 0.0388, loss: 0.8960 2022-06-09 06:33:00,337 - mmdet - INFO - Epoch [34][4950/7330] lr: 1.000e-06, eta: 7:00:53, time: 1.478, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0139, loss_rpn_bbox: 0.0211, loss_semantic_seg: 0.1367, s0.loss_cls: 0.1270, s0.acc: 95.1680, s0.loss_bbox: 0.0751, s0.loss_mask: 0.1753, s1.loss_cls: 0.0571, s1.acc: 95.6625, s1.loss_bbox: 0.0908, s1.loss_mask: 0.0826, s2.loss_cls: 0.0293, s2.acc: 95.5101, s2.loss_bbox: 0.0608, s2.loss_mask: 0.0390, loss: 0.9087 2022-06-09 06:34:14,086 - mmdet - INFO - Epoch [34][5000/7330] lr: 1.000e-06, eta: 6:59:39, time: 1.477, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0144, loss_rpn_bbox: 0.0201, loss_semantic_seg: 0.1351, s0.loss_cls: 0.1239, s0.acc: 95.3318, s0.loss_bbox: 0.0742, s0.loss_mask: 0.1764, s1.loss_cls: 0.0549, s1.acc: 95.8664, s1.loss_bbox: 0.0886, s1.loss_mask: 0.0840, s2.loss_cls: 0.0286, s2.acc: 95.6088, s2.loss_bbox: 0.0602, s2.loss_mask: 0.0396, loss: 0.8999 2022-06-09 06:35:27,984 - mmdet - INFO - Epoch [34][5050/7330] lr: 1.000e-06, eta: 6:58:25, time: 1.478, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0144, loss_rpn_bbox: 0.0214, loss_semantic_seg: 0.1355, s0.loss_cls: 0.1275, s0.acc: 95.1636, s0.loss_bbox: 0.0765, s0.loss_mask: 0.1777, s1.loss_cls: 0.0576, s1.acc: 95.6886, s1.loss_bbox: 0.0885, s1.loss_mask: 0.0833, s2.loss_cls: 0.0296, s2.acc: 95.4234, s2.loss_bbox: 0.0599, s2.loss_mask: 0.0395, loss: 0.9115 2022-06-09 06:36:41,505 - mmdet - INFO - Epoch [34][5100/7330] lr: 1.000e-06, eta: 6:57:11, time: 1.471, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0142, loss_rpn_bbox: 0.0218, loss_semantic_seg: 0.1355, s0.loss_cls: 0.1190, s0.acc: 95.4910, s0.loss_bbox: 0.0692, s0.loss_mask: 0.1706, s1.loss_cls: 0.0525, s1.acc: 96.1175, s1.loss_bbox: 0.0824, s1.loss_mask: 0.0811, s2.loss_cls: 0.0270, s2.acc: 95.9558, s2.loss_bbox: 0.0571, s2.loss_mask: 0.0385, loss: 0.8688 2022-06-09 06:37:54,091 - mmdet - INFO - Epoch [34][5150/7330] lr: 1.000e-06, eta: 6:55:57, time: 1.451, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0162, loss_rpn_bbox: 0.0219, loss_semantic_seg: 0.1378, s0.loss_cls: 0.1205, s0.acc: 95.3623, s0.loss_bbox: 0.0702, s0.loss_mask: 0.1705, s1.loss_cls: 0.0535, s1.acc: 95.9001, s1.loss_bbox: 0.0864, s1.loss_mask: 0.0811, s2.loss_cls: 0.0277, s2.acc: 95.8158, s2.loss_bbox: 0.0610, s2.loss_mask: 0.0387, loss: 0.8855 2022-06-09 06:39:07,192 - mmdet - INFO - Epoch [34][5200/7330] lr: 1.000e-06, eta: 6:54:42, time: 1.462, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0142, loss_rpn_bbox: 0.0215, loss_semantic_seg: 0.1355, s0.loss_cls: 0.1207, s0.acc: 95.3542, s0.loss_bbox: 0.0730, s0.loss_mask: 0.1765, s1.loss_cls: 0.0535, s1.acc: 95.9071, s1.loss_bbox: 0.0879, s1.loss_mask: 0.0840, s2.loss_cls: 0.0281, s2.acc: 95.6116, s2.loss_bbox: 0.0605, s2.loss_mask: 0.0400, loss: 0.8955 2022-06-09 06:40:20,766 - mmdet - INFO - Epoch [34][5250/7330] lr: 1.000e-06, eta: 6:53:28, time: 1.472, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0145, loss_rpn_bbox: 0.0215, loss_semantic_seg: 0.1287, s0.loss_cls: 0.1213, s0.acc: 95.3145, s0.loss_bbox: 0.0723, s0.loss_mask: 0.1678, s1.loss_cls: 0.0535, s1.acc: 95.8854, s1.loss_bbox: 0.0854, s1.loss_mask: 0.0797, s2.loss_cls: 0.0283, s2.acc: 95.5863, s2.loss_bbox: 0.0583, s2.loss_mask: 0.0379, loss: 0.8692 2022-06-09 06:41:33,802 - mmdet - INFO - Epoch [34][5300/7330] lr: 1.000e-06, eta: 6:52:14, time: 1.461, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0139, loss_rpn_bbox: 0.0216, loss_semantic_seg: 0.1282, s0.loss_cls: 0.1224, s0.acc: 95.2671, s0.loss_bbox: 0.0742, s0.loss_mask: 0.1699, s1.loss_cls: 0.0555, s1.acc: 95.7010, s1.loss_bbox: 0.0865, s1.loss_mask: 0.0809, s2.loss_cls: 0.0284, s2.acc: 95.5305, s2.loss_bbox: 0.0580, s2.loss_mask: 0.0384, loss: 0.8778 2022-06-09 06:42:47,092 - mmdet - INFO - Epoch [34][5350/7330] lr: 1.000e-06, eta: 6:51:00, time: 1.466, data_time: 0.011, memory: 64799, loss_rpn_cls: 0.0175, loss_rpn_bbox: 0.0220, loss_semantic_seg: 0.1360, s0.loss_cls: 0.1289, s0.acc: 95.1687, s0.loss_bbox: 0.0750, s0.loss_mask: 0.1733, s1.loss_cls: 0.0579, s1.acc: 95.6314, s1.loss_bbox: 0.0887, s1.loss_mask: 0.0822, s2.loss_cls: 0.0294, s2.acc: 95.4552, s2.loss_bbox: 0.0592, s2.loss_mask: 0.0390, loss: 0.9091 2022-06-09 06:44:00,406 - mmdet - INFO - Epoch [34][5400/7330] lr: 1.000e-06, eta: 6:49:46, time: 1.466, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0157, loss_rpn_bbox: 0.0222, loss_semantic_seg: 0.1350, s0.loss_cls: 0.1289, s0.acc: 95.0549, s0.loss_bbox: 0.0745, s0.loss_mask: 0.1747, s1.loss_cls: 0.0568, s1.acc: 95.7080, s1.loss_bbox: 0.0879, s1.loss_mask: 0.0826, s2.loss_cls: 0.0292, s2.acc: 95.5831, s2.loss_bbox: 0.0597, s2.loss_mask: 0.0393, loss: 0.9066 2022-06-09 06:45:14,323 - mmdet - INFO - Epoch [34][5450/7330] lr: 1.000e-06, eta: 6:48:32, time: 1.478, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0152, loss_rpn_bbox: 0.0222, loss_semantic_seg: 0.1265, s0.loss_cls: 0.1243, s0.acc: 95.2383, s0.loss_bbox: 0.0743, s0.loss_mask: 0.1715, s1.loss_cls: 0.0554, s1.acc: 95.7622, s1.loss_bbox: 0.0875, s1.loss_mask: 0.0805, s2.loss_cls: 0.0286, s2.acc: 95.5530, s2.loss_bbox: 0.0605, s2.loss_mask: 0.0384, loss: 0.8848 2022-06-09 06:46:27,155 - mmdet - INFO - Epoch [34][5500/7330] lr: 1.000e-06, eta: 6:47:17, time: 1.456, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0143, loss_rpn_bbox: 0.0212, loss_semantic_seg: 0.1331, s0.loss_cls: 0.1236, s0.acc: 95.2471, s0.loss_bbox: 0.0704, s0.loss_mask: 0.1724, s1.loss_cls: 0.0558, s1.acc: 95.7047, s1.loss_bbox: 0.0841, s1.loss_mask: 0.0824, s2.loss_cls: 0.0288, s2.acc: 95.5156, s2.loss_bbox: 0.0578, s2.loss_mask: 0.0392, loss: 0.8830 2022-06-09 06:47:39,767 - mmdet - INFO - Epoch [34][5550/7330] lr: 1.000e-06, eta: 6:46:03, time: 1.453, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0155, loss_rpn_bbox: 0.0225, loss_semantic_seg: 0.1317, s0.loss_cls: 0.1317, s0.acc: 95.0198, s0.loss_bbox: 0.0769, s0.loss_mask: 0.1780, s1.loss_cls: 0.0586, s1.acc: 95.5701, s1.loss_bbox: 0.0896, s1.loss_mask: 0.0842, s2.loss_cls: 0.0299, s2.acc: 95.4566, s2.loss_bbox: 0.0601, s2.loss_mask: 0.0399, loss: 0.9188 2022-06-09 06:48:52,843 - mmdet - INFO - Epoch [34][5600/7330] lr: 1.000e-06, eta: 6:44:49, time: 1.461, data_time: 0.022, memory: 64799, loss_rpn_cls: 0.0151, loss_rpn_bbox: 0.0203, loss_semantic_seg: 0.1319, s0.loss_cls: 0.1181, s0.acc: 95.4639, s0.loss_bbox: 0.0721, s0.loss_mask: 0.1701, s1.loss_cls: 0.0518, s1.acc: 96.0734, s1.loss_bbox: 0.0863, s1.loss_mask: 0.0802, s2.loss_cls: 0.0270, s2.acc: 95.8502, s2.loss_bbox: 0.0584, s2.loss_mask: 0.0379, loss: 0.8692 2022-06-09 06:50:06,146 - mmdet - INFO - Epoch [34][5650/7330] lr: 1.000e-06, eta: 6:43:35, time: 1.466, data_time: 0.021, memory: 64799, loss_rpn_cls: 0.0142, loss_rpn_bbox: 0.0210, loss_semantic_seg: 0.1343, s0.loss_cls: 0.1229, s0.acc: 95.2012, s0.loss_bbox: 0.0718, s0.loss_mask: 0.1734, s1.loss_cls: 0.0555, s1.acc: 95.7404, s1.loss_bbox: 0.0844, s1.loss_mask: 0.0825, s2.loss_cls: 0.0283, s2.acc: 95.6042, s2.loss_bbox: 0.0572, s2.loss_mask: 0.0393, loss: 0.8848 2022-06-09 06:51:18,886 - mmdet - INFO - Epoch [34][5700/7330] lr: 1.000e-06, eta: 6:42:21, time: 1.455, data_time: 0.012, memory: 64799, loss_rpn_cls: 0.0130, loss_rpn_bbox: 0.0198, loss_semantic_seg: 0.1274, s0.loss_cls: 0.1170, s0.acc: 95.4976, s0.loss_bbox: 0.0667, s0.loss_mask: 0.1711, s1.loss_cls: 0.0512, s1.acc: 96.0796, s1.loss_bbox: 0.0823, s1.loss_mask: 0.0814, s2.loss_cls: 0.0269, s2.acc: 95.7666, s2.loss_bbox: 0.0571, s2.loss_mask: 0.0388, loss: 0.8528 2022-06-09 06:52:32,055 - mmdet - INFO - Epoch [34][5750/7330] lr: 1.000e-06, eta: 6:41:07, time: 1.463, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0139, loss_rpn_bbox: 0.0218, loss_semantic_seg: 0.1320, s0.loss_cls: 0.1181, s0.acc: 95.5010, s0.loss_bbox: 0.0717, s0.loss_mask: 0.1763, s1.loss_cls: 0.0519, s1.acc: 96.0522, s1.loss_bbox: 0.0879, s1.loss_mask: 0.0840, s2.loss_cls: 0.0271, s2.acc: 95.8274, s2.loss_bbox: 0.0605, s2.loss_mask: 0.0400, loss: 0.8852 2022-06-09 06:53:44,622 - mmdet - INFO - Epoch [34][5800/7330] lr: 1.000e-06, eta: 6:39:52, time: 1.452, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0163, loss_rpn_bbox: 0.0215, loss_semantic_seg: 0.1350, s0.loss_cls: 0.1268, s0.acc: 95.0559, s0.loss_bbox: 0.0744, s0.loss_mask: 0.1768, s1.loss_cls: 0.0570, s1.acc: 95.5791, s1.loss_bbox: 0.0896, s1.loss_mask: 0.0844, s2.loss_cls: 0.0295, s2.acc: 95.4539, s2.loss_bbox: 0.0622, s2.loss_mask: 0.0400, loss: 0.9137 2022-06-09 06:54:58,339 - mmdet - INFO - Epoch [34][5850/7330] lr: 1.000e-06, eta: 6:38:38, time: 1.474, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0150, loss_rpn_bbox: 0.0212, loss_semantic_seg: 0.1327, s0.loss_cls: 0.1199, s0.acc: 95.4232, s0.loss_bbox: 0.0708, s0.loss_mask: 0.1704, s1.loss_cls: 0.0531, s1.acc: 95.9565, s1.loss_bbox: 0.0836, s1.loss_mask: 0.0812, s2.loss_cls: 0.0272, s2.acc: 95.8515, s2.loss_bbox: 0.0575, s2.loss_mask: 0.0385, loss: 0.8711 2022-06-09 06:56:11,950 - mmdet - INFO - Epoch [34][5900/7330] lr: 1.000e-06, eta: 6:37:24, time: 1.471, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0136, loss_rpn_bbox: 0.0216, loss_semantic_seg: 0.1355, s0.loss_cls: 0.1261, s0.acc: 95.1665, s0.loss_bbox: 0.0766, s0.loss_mask: 0.1757, s1.loss_cls: 0.0560, s1.acc: 95.7082, s1.loss_bbox: 0.0895, s1.loss_mask: 0.0829, s2.loss_cls: 0.0295, s2.acc: 95.3864, s2.loss_bbox: 0.0603, s2.loss_mask: 0.0391, loss: 0.9062 2022-06-09 06:57:24,962 - mmdet - INFO - Epoch [34][5950/7330] lr: 1.000e-06, eta: 6:36:10, time: 1.462, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0137, loss_rpn_bbox: 0.0211, loss_semantic_seg: 0.1381, s0.loss_cls: 0.1226, s0.acc: 95.3308, s0.loss_bbox: 0.0730, s0.loss_mask: 0.1710, s1.loss_cls: 0.0537, s1.acc: 95.9162, s1.loss_bbox: 0.0861, s1.loss_mask: 0.0813, s2.loss_cls: 0.0276, s2.acc: 95.7539, s2.loss_bbox: 0.0595, s2.loss_mask: 0.0386, loss: 0.8863 2022-06-09 06:58:37,574 - mmdet - INFO - Epoch [34][6000/7330] lr: 1.000e-06, eta: 6:34:56, time: 1.452, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0158, loss_rpn_bbox: 0.0220, loss_semantic_seg: 0.1337, s0.loss_cls: 0.1307, s0.acc: 95.0161, s0.loss_bbox: 0.0759, s0.loss_mask: 0.1742, s1.loss_cls: 0.0593, s1.acc: 95.4755, s1.loss_bbox: 0.0872, s1.loss_mask: 0.0825, s2.loss_cls: 0.0299, s2.acc: 95.2958, s2.loss_bbox: 0.0584, s2.loss_mask: 0.0391, loss: 0.9085 2022-06-09 06:59:50,807 - mmdet - INFO - Epoch [34][6050/7330] lr: 1.000e-06, eta: 6:33:42, time: 1.464, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0139, loss_rpn_bbox: 0.0210, loss_semantic_seg: 0.1319, s0.loss_cls: 0.1165, s0.acc: 95.4604, s0.loss_bbox: 0.0706, s0.loss_mask: 0.1712, s1.loss_cls: 0.0520, s1.acc: 96.0056, s1.loss_bbox: 0.0832, s1.loss_mask: 0.0809, s2.loss_cls: 0.0272, s2.acc: 95.7704, s2.loss_bbox: 0.0568, s2.loss_mask: 0.0383, loss: 0.8634 2022-06-09 07:01:04,081 - mmdet - INFO - Epoch [34][6100/7330] lr: 1.000e-06, eta: 6:32:27, time: 1.466, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0136, loss_rpn_bbox: 0.0206, loss_semantic_seg: 0.1364, s0.loss_cls: 0.1222, s0.acc: 95.3287, s0.loss_bbox: 0.0730, s0.loss_mask: 0.1758, s1.loss_cls: 0.0548, s1.acc: 95.8672, s1.loss_bbox: 0.0869, s1.loss_mask: 0.0831, s2.loss_cls: 0.0279, s2.acc: 95.7597, s2.loss_bbox: 0.0611, s2.loss_mask: 0.0397, loss: 0.8951 2022-06-09 07:02:17,583 - mmdet - INFO - Epoch [34][6150/7330] lr: 1.000e-06, eta: 6:31:13, time: 1.470, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0145, loss_rpn_bbox: 0.0201, loss_semantic_seg: 0.1320, s0.loss_cls: 0.1179, s0.acc: 95.4670, s0.loss_bbox: 0.0691, s0.loss_mask: 0.1683, s1.loss_cls: 0.0512, s1.acc: 96.0256, s1.loss_bbox: 0.0846, s1.loss_mask: 0.0797, s2.loss_cls: 0.0264, s2.acc: 95.8220, s2.loss_bbox: 0.0581, s2.loss_mask: 0.0379, loss: 0.8598 2022-06-09 07:03:30,641 - mmdet - INFO - Epoch [34][6200/7330] lr: 1.000e-06, eta: 6:29:59, time: 1.461, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0162, loss_rpn_bbox: 0.0232, loss_semantic_seg: 0.1319, s0.loss_cls: 0.1259, s0.acc: 95.1992, s0.loss_bbox: 0.0740, s0.loss_mask: 0.1742, s1.loss_cls: 0.0561, s1.acc: 95.7466, s1.loss_bbox: 0.0869, s1.loss_mask: 0.0827, s2.loss_cls: 0.0288, s2.acc: 95.5301, s2.loss_bbox: 0.0603, s2.loss_mask: 0.0395, loss: 0.8995 2022-06-09 07:04:42,634 - mmdet - INFO - Epoch [34][6250/7330] lr: 1.000e-06, eta: 6:28:45, time: 1.440, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0142, loss_rpn_bbox: 0.0216, loss_semantic_seg: 0.1362, s0.loss_cls: 0.1239, s0.acc: 95.2776, s0.loss_bbox: 0.0737, s0.loss_mask: 0.1738, s1.loss_cls: 0.0557, s1.acc: 95.7919, s1.loss_bbox: 0.0863, s1.loss_mask: 0.0816, s2.loss_cls: 0.0287, s2.acc: 95.6063, s2.loss_bbox: 0.0584, s2.loss_mask: 0.0386, loss: 0.8927 2022-06-09 07:05:56,223 - mmdet - INFO - Epoch [34][6300/7330] lr: 1.000e-06, eta: 6:27:31, time: 1.472, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0161, loss_rpn_bbox: 0.0211, loss_semantic_seg: 0.1351, s0.loss_cls: 0.1200, s0.acc: 95.4497, s0.loss_bbox: 0.0677, s0.loss_mask: 0.1658, s1.loss_cls: 0.0521, s1.acc: 96.1062, s1.loss_bbox: 0.0813, s1.loss_mask: 0.0794, s2.loss_cls: 0.0264, s2.acc: 96.0304, s2.loss_bbox: 0.0561, s2.loss_mask: 0.0379, loss: 0.8590 2022-06-09 07:07:10,010 - mmdet - INFO - Epoch [34][6350/7330] lr: 1.000e-06, eta: 6:26:17, time: 1.476, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0149, loss_rpn_bbox: 0.0209, loss_semantic_seg: 0.1320, s0.loss_cls: 0.1268, s0.acc: 95.1233, s0.loss_bbox: 0.0744, s0.loss_mask: 0.1734, s1.loss_cls: 0.0563, s1.acc: 95.6736, s1.loss_bbox: 0.0885, s1.loss_mask: 0.0827, s2.loss_cls: 0.0290, s2.acc: 95.4533, s2.loss_bbox: 0.0598, s2.loss_mask: 0.0392, loss: 0.8977 2022-06-09 07:08:22,198 - mmdet - INFO - Epoch [34][6400/7330] lr: 1.000e-06, eta: 6:25:03, time: 1.444, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0161, loss_rpn_bbox: 0.0223, loss_semantic_seg: 0.1349, s0.loss_cls: 0.1265, s0.acc: 95.1460, s0.loss_bbox: 0.0744, s0.loss_mask: 0.1767, s1.loss_cls: 0.0564, s1.acc: 95.7394, s1.loss_bbox: 0.0906, s1.loss_mask: 0.0838, s2.loss_cls: 0.0294, s2.acc: 95.4554, s2.loss_bbox: 0.0616, s2.loss_mask: 0.0399, loss: 0.9125 2022-06-09 07:09:35,227 - mmdet - INFO - Epoch [34][6450/7330] lr: 1.000e-06, eta: 6:23:48, time: 1.460, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0143, loss_rpn_bbox: 0.0219, loss_semantic_seg: 0.1370, s0.loss_cls: 0.1278, s0.acc: 95.1145, s0.loss_bbox: 0.0763, s0.loss_mask: 0.1774, s1.loss_cls: 0.0575, s1.acc: 95.7152, s1.loss_bbox: 0.0917, s1.loss_mask: 0.0837, s2.loss_cls: 0.0294, s2.acc: 95.5062, s2.loss_bbox: 0.0627, s2.loss_mask: 0.0398, loss: 0.9195 2022-06-09 07:10:48,743 - mmdet - INFO - Epoch [34][6500/7330] lr: 1.000e-06, eta: 6:22:34, time: 1.470, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0148, loss_rpn_bbox: 0.0231, loss_semantic_seg: 0.1324, s0.loss_cls: 0.1277, s0.acc: 95.1738, s0.loss_bbox: 0.0754, s0.loss_mask: 0.1756, s1.loss_cls: 0.0554, s1.acc: 95.8638, s1.loss_bbox: 0.0892, s1.loss_mask: 0.0836, s2.loss_cls: 0.0284, s2.acc: 95.6814, s2.loss_bbox: 0.0611, s2.loss_mask: 0.0399, loss: 0.9065 2022-06-09 07:12:01,278 - mmdet - INFO - Epoch [34][6550/7330] lr: 1.000e-06, eta: 6:21:20, time: 1.451, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0143, loss_rpn_bbox: 0.0184, loss_semantic_seg: 0.1339, s0.loss_cls: 0.1196, s0.acc: 95.4705, s0.loss_bbox: 0.0701, s0.loss_mask: 0.1749, s1.loss_cls: 0.0532, s1.acc: 95.9635, s1.loss_bbox: 0.0853, s1.loss_mask: 0.0832, s2.loss_cls: 0.0278, s2.acc: 95.8297, s2.loss_bbox: 0.0588, s2.loss_mask: 0.0399, loss: 0.8794 2022-06-09 07:13:13,820 - mmdet - INFO - Epoch [34][6600/7330] lr: 1.000e-06, eta: 6:20:06, time: 1.451, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0146, loss_rpn_bbox: 0.0217, loss_semantic_seg: 0.1345, s0.loss_cls: 0.1174, s0.acc: 95.5007, s0.loss_bbox: 0.0696, s0.loss_mask: 0.1670, s1.loss_cls: 0.0515, s1.acc: 96.1618, s1.loss_bbox: 0.0810, s1.loss_mask: 0.0794, s2.loss_cls: 0.0264, s2.acc: 95.9577, s2.loss_bbox: 0.0560, s2.loss_mask: 0.0379, loss: 0.8571 2022-06-09 07:14:27,087 - mmdet - INFO - Epoch [34][6650/7330] lr: 1.000e-06, eta: 6:18:52, time: 1.465, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0135, loss_rpn_bbox: 0.0198, loss_semantic_seg: 0.1324, s0.loss_cls: 0.1184, s0.acc: 95.4959, s0.loss_bbox: 0.0691, s0.loss_mask: 0.1691, s1.loss_cls: 0.0535, s1.acc: 95.9724, s1.loss_bbox: 0.0822, s1.loss_mask: 0.0801, s2.loss_cls: 0.0277, s2.acc: 95.7350, s2.loss_bbox: 0.0568, s2.loss_mask: 0.0381, loss: 0.8608 2022-06-09 07:15:40,120 - mmdet - INFO - Epoch [34][6700/7330] lr: 1.000e-06, eta: 6:17:38, time: 1.461, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0157, loss_rpn_bbox: 0.0228, loss_semantic_seg: 0.1353, s0.loss_cls: 0.1281, s0.acc: 95.0892, s0.loss_bbox: 0.0772, s0.loss_mask: 0.1800, s1.loss_cls: 0.0573, s1.acc: 95.6022, s1.loss_bbox: 0.0909, s1.loss_mask: 0.0852, s2.loss_cls: 0.0294, s2.acc: 95.4403, s2.loss_bbox: 0.0610, s2.loss_mask: 0.0405, loss: 0.9234 2022-06-09 07:16:54,800 - mmdet - INFO - Epoch [34][6750/7330] lr: 1.000e-06, eta: 6:16:23, time: 1.493, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0153, loss_rpn_bbox: 0.0229, loss_semantic_seg: 0.1368, s0.loss_cls: 0.1303, s0.acc: 95.0608, s0.loss_bbox: 0.0760, s0.loss_mask: 0.1769, s1.loss_cls: 0.0596, s1.acc: 95.5347, s1.loss_bbox: 0.0901, s1.loss_mask: 0.0841, s2.loss_cls: 0.0301, s2.acc: 95.4001, s2.loss_bbox: 0.0619, s2.loss_mask: 0.0399, loss: 0.9237 2022-06-09 07:18:07,393 - mmdet - INFO - Epoch [34][6800/7330] lr: 1.000e-06, eta: 6:15:09, time: 1.452, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0160, loss_rpn_bbox: 0.0216, loss_semantic_seg: 0.1395, s0.loss_cls: 0.1283, s0.acc: 95.0618, s0.loss_bbox: 0.0758, s0.loss_mask: 0.1795, s1.loss_cls: 0.0561, s1.acc: 95.7080, s1.loss_bbox: 0.0921, s1.loss_mask: 0.0862, s2.loss_cls: 0.0291, s2.acc: 95.5331, s2.loss_bbox: 0.0625, s2.loss_mask: 0.0412, loss: 0.9280 2022-06-09 07:19:20,846 - mmdet - INFO - Epoch [34][6850/7330] lr: 1.000e-06, eta: 6:13:55, time: 1.469, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0149, loss_rpn_bbox: 0.0228, loss_semantic_seg: 0.1318, s0.loss_cls: 0.1241, s0.acc: 95.2588, s0.loss_bbox: 0.0739, s0.loss_mask: 0.1684, s1.loss_cls: 0.0551, s1.acc: 95.8350, s1.loss_bbox: 0.0871, s1.loss_mask: 0.0802, s2.loss_cls: 0.0280, s2.acc: 95.7455, s2.loss_bbox: 0.0582, s2.loss_mask: 0.0381, loss: 0.8827 2022-06-09 07:20:33,747 - mmdet - INFO - Epoch [34][6900/7330] lr: 1.000e-06, eta: 6:12:41, time: 1.458, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0139, loss_rpn_bbox: 0.0204, loss_semantic_seg: 0.1307, s0.loss_cls: 0.1197, s0.acc: 95.3881, s0.loss_bbox: 0.0710, s0.loss_mask: 0.1703, s1.loss_cls: 0.0536, s1.acc: 95.9302, s1.loss_bbox: 0.0853, s1.loss_mask: 0.0804, s2.loss_cls: 0.0278, s2.acc: 95.7083, s2.loss_bbox: 0.0595, s2.loss_mask: 0.0382, loss: 0.8708 2022-06-09 07:21:47,520 - mmdet - INFO - Epoch [34][6950/7330] lr: 1.000e-06, eta: 6:11:27, time: 1.475, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0146, loss_rpn_bbox: 0.0200, loss_semantic_seg: 0.1322, s0.loss_cls: 0.1213, s0.acc: 95.3101, s0.loss_bbox: 0.0744, s0.loss_mask: 0.1743, s1.loss_cls: 0.0550, s1.acc: 95.8330, s1.loss_bbox: 0.0884, s1.loss_mask: 0.0825, s2.loss_cls: 0.0286, s2.acc: 95.6238, s2.loss_bbox: 0.0605, s2.loss_mask: 0.0390, loss: 0.8908 2022-06-09 07:23:00,196 - mmdet - INFO - Epoch [34][7000/7330] lr: 1.000e-06, eta: 6:10:13, time: 1.454, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0152, loss_rpn_bbox: 0.0196, loss_semantic_seg: 0.1334, s0.loss_cls: 0.1155, s0.acc: 95.6762, s0.loss_bbox: 0.0680, s0.loss_mask: 0.1658, s1.loss_cls: 0.0503, s1.acc: 96.2637, s1.loss_bbox: 0.0805, s1.loss_mask: 0.0782, s2.loss_cls: 0.0262, s2.acc: 95.9869, s2.loss_bbox: 0.0554, s2.loss_mask: 0.0372, loss: 0.8453 2022-06-09 07:24:12,931 - mmdet - INFO - Epoch [34][7050/7330] lr: 1.000e-06, eta: 6:08:59, time: 1.455, data_time: 0.012, memory: 64799, loss_rpn_cls: 0.0146, loss_rpn_bbox: 0.0207, loss_semantic_seg: 0.1336, s0.loss_cls: 0.1153, s0.acc: 95.6194, s0.loss_bbox: 0.0664, s0.loss_mask: 0.1652, s1.loss_cls: 0.0502, s1.acc: 96.2341, s1.loss_bbox: 0.0802, s1.loss_mask: 0.0783, s2.loss_cls: 0.0256, s2.acc: 96.0854, s2.loss_bbox: 0.0559, s2.loss_mask: 0.0373, loss: 0.8433 2022-06-09 07:25:26,377 - mmdet - INFO - Epoch [34][7100/7330] lr: 1.000e-06, eta: 6:07:44, time: 1.468, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0180, loss_rpn_bbox: 0.0214, loss_semantic_seg: 0.1367, s0.loss_cls: 0.1245, s0.acc: 95.2964, s0.loss_bbox: 0.0737, s0.loss_mask: 0.1765, s1.loss_cls: 0.0557, s1.acc: 95.8200, s1.loss_bbox: 0.0861, s1.loss_mask: 0.0842, s2.loss_cls: 0.0284, s2.acc: 95.6742, s2.loss_bbox: 0.0596, s2.loss_mask: 0.0401, loss: 0.9050 2022-06-09 07:26:40,079 - mmdet - INFO - Epoch [34][7150/7330] lr: 1.000e-06, eta: 6:06:30, time: 1.475, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0168, loss_rpn_bbox: 0.0219, loss_semantic_seg: 0.1321, s0.loss_cls: 0.1259, s0.acc: 95.2129, s0.loss_bbox: 0.0727, s0.loss_mask: 0.1736, s1.loss_cls: 0.0568, s1.acc: 95.6743, s1.loss_bbox: 0.0861, s1.loss_mask: 0.0820, s2.loss_cls: 0.0292, s2.acc: 95.4253, s2.loss_bbox: 0.0592, s2.loss_mask: 0.0393, loss: 0.8955 2022-06-09 07:27:54,876 - mmdet - INFO - Epoch [34][7200/7330] lr: 1.000e-06, eta: 6:05:16, time: 1.495, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0172, loss_rpn_bbox: 0.0239, loss_semantic_seg: 0.1365, s0.loss_cls: 0.1310, s0.acc: 95.0110, s0.loss_bbox: 0.0775, s0.loss_mask: 0.1755, s1.loss_cls: 0.0580, s1.acc: 95.6233, s1.loss_bbox: 0.0895, s1.loss_mask: 0.0830, s2.loss_cls: 0.0294, s2.acc: 95.4908, s2.loss_bbox: 0.0602, s2.loss_mask: 0.0394, loss: 0.9212 2022-06-09 07:29:08,596 - mmdet - INFO - Epoch [34][7250/7330] lr: 1.000e-06, eta: 6:04:02, time: 1.475, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0142, loss_rpn_bbox: 0.0222, loss_semantic_seg: 0.1334, s0.loss_cls: 0.1221, s0.acc: 95.3081, s0.loss_bbox: 0.0710, s0.loss_mask: 0.1660, s1.loss_cls: 0.0550, s1.acc: 95.8405, s1.loss_bbox: 0.0856, s1.loss_mask: 0.0790, s2.loss_cls: 0.0286, s2.acc: 95.6085, s2.loss_bbox: 0.0582, s2.loss_mask: 0.0376, loss: 0.8729 2022-06-09 07:30:22,127 - mmdet - INFO - Epoch [34][7300/7330] lr: 1.000e-06, eta: 6:02:48, time: 1.470, data_time: 0.011, memory: 64799, loss_rpn_cls: 0.0152, loss_rpn_bbox: 0.0220, loss_semantic_seg: 0.1358, s0.loss_cls: 0.1257, s0.acc: 95.1855, s0.loss_bbox: 0.0769, s0.loss_mask: 0.1758, s1.loss_cls: 0.0555, s1.acc: 95.7293, s1.loss_bbox: 0.0890, s1.loss_mask: 0.0829, s2.loss_cls: 0.0283, s2.acc: 95.6441, s2.loss_bbox: 0.0595, s2.loss_mask: 0.0393, loss: 0.9059 2022-06-09 07:31:27,112 - mmdet - INFO - Saving checkpoint at 34 epochs 2022-06-09 07:35:28,264 - mmdet - INFO - Evaluating bbox... 2022-06-09 07:36:08,253 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.584 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.770 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.642 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.441 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.622 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.724 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.740 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.740 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.740 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.616 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.774 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.860 2022-06-09 07:36:08,255 - mmdet - INFO - Evaluating segm... 2022-06-09 07:36:59,095 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.508 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.749 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.556 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.330 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.540 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.686 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.644 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.644 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.644 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.504 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 ] = 0.778 2022-06-09 07:36:59,963 - mmdet - INFO - Exp name: htc++_beit_adapter_v2_large_fpn_3x_coco.py 2022-06-09 07:36:59,964 - mmdet - INFO - Epoch(val) [34][313] bbox_mAP: 0.5840, bbox_mAP_50: 0.7700, bbox_mAP_75: 0.6420, bbox_mAP_s: 0.4410, bbox_mAP_m: 0.6220, bbox_mAP_l: 0.7240, bbox_mAP_copypaste: 0.584 0.770 0.642 0.441 0.622 0.724, segm_mAP: 0.5080, segm_mAP_50: 0.7490, segm_mAP_75: 0.5560, segm_mAP_s: 0.3300, segm_mAP_m: 0.5400, segm_mAP_l: 0.6860, segm_mAP_copypaste: 0.508 0.749 0.556 0.330 0.540 0.686 2022-06-09 07:42:36,569 - mmdet - INFO - Epoch [35][50/7330] lr: 1.000e-06, eta: 6:01:02, time: 6.730, data_time: 5.250, memory: 64799, loss_rpn_cls: 0.0136, loss_rpn_bbox: 0.0206, loss_semantic_seg: 0.1361, s0.loss_cls: 0.1195, s0.acc: 95.4631, s0.loss_bbox: 0.0721, s0.loss_mask: 0.1711, s1.loss_cls: 0.0526, s1.acc: 96.1151, s1.loss_bbox: 0.0854, s1.loss_mask: 0.0814, s2.loss_cls: 0.0271, s2.acc: 95.8360, s2.loss_bbox: 0.0588, s2.loss_mask: 0.0388, loss: 0.8770 2022-06-09 07:43:51,048 - mmdet - INFO - Epoch [35][100/7330] lr: 1.000e-06, eta: 5:59:48, time: 1.490, data_time: 0.022, memory: 64799, loss_rpn_cls: 0.0150, loss_rpn_bbox: 0.0216, loss_semantic_seg: 0.1306, s0.loss_cls: 0.1251, s0.acc: 95.2517, s0.loss_bbox: 0.0729, s0.loss_mask: 0.1705, s1.loss_cls: 0.0559, s1.acc: 95.7528, s1.loss_bbox: 0.0855, s1.loss_mask: 0.0810, s2.loss_cls: 0.0284, s2.acc: 95.6426, s2.loss_bbox: 0.0592, s2.loss_mask: 0.0386, loss: 0.8842 2022-06-09 07:45:04,917 - mmdet - INFO - Epoch [35][150/7330] lr: 1.000e-06, eta: 5:58:34, time: 1.477, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0154, loss_rpn_bbox: 0.0230, loss_semantic_seg: 0.1393, s0.loss_cls: 0.1303, s0.acc: 95.0706, s0.loss_bbox: 0.0749, s0.loss_mask: 0.1762, s1.loss_cls: 0.0577, s1.acc: 95.6025, s1.loss_bbox: 0.0890, s1.loss_mask: 0.0833, s2.loss_cls: 0.0293, s2.acc: 95.4741, s2.loss_bbox: 0.0613, s2.loss_mask: 0.0396, loss: 0.9193 2022-06-09 07:46:17,953 - mmdet - INFO - Epoch [35][200/7330] lr: 1.000e-06, eta: 5:57:20, time: 1.462, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0161, loss_rpn_bbox: 0.0232, loss_semantic_seg: 0.1316, s0.loss_cls: 0.1255, s0.acc: 95.1753, s0.loss_bbox: 0.0745, s0.loss_mask: 0.1769, s1.loss_cls: 0.0557, s1.acc: 95.7419, s1.loss_bbox: 0.0866, s1.loss_mask: 0.0835, s2.loss_cls: 0.0281, s2.acc: 95.7057, s2.loss_bbox: 0.0592, s2.loss_mask: 0.0396, loss: 0.9004 2022-06-09 07:47:29,939 - mmdet - INFO - Epoch [35][250/7330] lr: 1.000e-06, eta: 5:56:05, time: 1.439, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0133, loss_rpn_bbox: 0.0208, loss_semantic_seg: 0.1394, s0.loss_cls: 0.1242, s0.acc: 95.1904, s0.loss_bbox: 0.0747, s0.loss_mask: 0.1730, s1.loss_cls: 0.0552, s1.acc: 95.7125, s1.loss_bbox: 0.0875, s1.loss_mask: 0.0818, s2.loss_cls: 0.0287, s2.acc: 95.4700, s2.loss_bbox: 0.0602, s2.loss_mask: 0.0387, loss: 0.8975 2022-06-09 07:48:42,989 - mmdet - INFO - Epoch [35][300/7330] lr: 1.000e-06, eta: 5:54:51, time: 1.462, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0144, loss_rpn_bbox: 0.0211, loss_semantic_seg: 0.1287, s0.loss_cls: 0.1167, s0.acc: 95.4998, s0.loss_bbox: 0.0709, s0.loss_mask: 0.1707, s1.loss_cls: 0.0523, s1.acc: 96.0051, s1.loss_bbox: 0.0862, s1.loss_mask: 0.0813, s2.loss_cls: 0.0270, s2.acc: 95.8121, s2.loss_bbox: 0.0593, s2.loss_mask: 0.0386, loss: 0.8674 2022-06-09 07:49:55,737 - mmdet - INFO - Epoch [35][350/7330] lr: 1.000e-06, eta: 5:53:37, time: 1.455, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0148, loss_rpn_bbox: 0.0206, loss_semantic_seg: 0.1305, s0.loss_cls: 0.1215, s0.acc: 95.2986, s0.loss_bbox: 0.0715, s0.loss_mask: 0.1714, s1.loss_cls: 0.0542, s1.acc: 95.7834, s1.loss_bbox: 0.0853, s1.loss_mask: 0.0815, s2.loss_cls: 0.0283, s2.acc: 95.6082, s2.loss_bbox: 0.0581, s2.loss_mask: 0.0387, loss: 0.8764 2022-06-09 07:51:08,600 - mmdet - INFO - Epoch [35][400/7330] lr: 1.000e-06, eta: 5:52:23, time: 1.457, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0154, loss_rpn_bbox: 0.0203, loss_semantic_seg: 0.1370, s0.loss_cls: 0.1206, s0.acc: 95.4233, s0.loss_bbox: 0.0714, s0.loss_mask: 0.1738, s1.loss_cls: 0.0540, s1.acc: 95.9322, s1.loss_bbox: 0.0830, s1.loss_mask: 0.0826, s2.loss_cls: 0.0277, s2.acc: 95.8641, s2.loss_bbox: 0.0566, s2.loss_mask: 0.0392, loss: 0.8818 2022-06-09 07:52:21,445 - mmdet - INFO - Epoch [35][450/7330] lr: 1.000e-06, eta: 5:51:09, time: 1.456, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0158, loss_rpn_bbox: 0.0223, loss_semantic_seg: 0.1284, s0.loss_cls: 0.1248, s0.acc: 95.2468, s0.loss_bbox: 0.0750, s0.loss_mask: 0.1739, s1.loss_cls: 0.0566, s1.acc: 95.7308, s1.loss_bbox: 0.0882, s1.loss_mask: 0.0822, s2.loss_cls: 0.0285, s2.acc: 95.5919, s2.loss_bbox: 0.0587, s2.loss_mask: 0.0388, loss: 0.8931 2022-06-09 07:53:34,096 - mmdet - INFO - Epoch [35][500/7330] lr: 1.000e-06, eta: 5:49:54, time: 1.454, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0153, loss_rpn_bbox: 0.0234, loss_semantic_seg: 0.1336, s0.loss_cls: 0.1282, s0.acc: 95.1130, s0.loss_bbox: 0.0761, s0.loss_mask: 0.1756, s1.loss_cls: 0.0566, s1.acc: 95.7854, s1.loss_bbox: 0.0906, s1.loss_mask: 0.0832, s2.loss_cls: 0.0291, s2.acc: 95.5711, s2.loss_bbox: 0.0616, s2.loss_mask: 0.0395, loss: 0.9129 2022-06-09 07:54:46,072 - mmdet - INFO - Epoch [35][550/7330] lr: 1.000e-06, eta: 5:48:40, time: 1.439, data_time: 0.012, memory: 64799, loss_rpn_cls: 0.0143, loss_rpn_bbox: 0.0209, loss_semantic_seg: 0.1334, s0.loss_cls: 0.1221, s0.acc: 95.3293, s0.loss_bbox: 0.0733, s0.loss_mask: 0.1746, s1.loss_cls: 0.0542, s1.acc: 95.7907, s1.loss_bbox: 0.0861, s1.loss_mask: 0.0827, s2.loss_cls: 0.0278, s2.acc: 95.6561, s2.loss_bbox: 0.0594, s2.loss_mask: 0.0393, loss: 0.8882 2022-06-09 07:55:58,591 - mmdet - INFO - Epoch [35][600/7330] lr: 1.000e-06, eta: 5:47:26, time: 1.450, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0133, loss_rpn_bbox: 0.0195, loss_semantic_seg: 0.1306, s0.loss_cls: 0.1189, s0.acc: 95.4648, s0.loss_bbox: 0.0719, s0.loss_mask: 0.1794, s1.loss_cls: 0.0537, s1.acc: 95.9399, s1.loss_bbox: 0.0860, s1.loss_mask: 0.0857, s2.loss_cls: 0.0277, s2.acc: 95.7388, s2.loss_bbox: 0.0584, s2.loss_mask: 0.0405, loss: 0.8854 2022-06-09 07:57:10,869 - mmdet - INFO - Epoch [35][650/7330] lr: 1.000e-06, eta: 5:46:12, time: 1.446, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0137, loss_rpn_bbox: 0.0212, loss_semantic_seg: 0.1371, s0.loss_cls: 0.1202, s0.acc: 95.3638, s0.loss_bbox: 0.0717, s0.loss_mask: 0.1693, s1.loss_cls: 0.0537, s1.acc: 95.8366, s1.loss_bbox: 0.0866, s1.loss_mask: 0.0803, s2.loss_cls: 0.0279, s2.acc: 95.6996, s2.loss_bbox: 0.0579, s2.loss_mask: 0.0380, loss: 0.8775 2022-06-09 07:58:24,020 - mmdet - INFO - Epoch [35][700/7330] lr: 1.000e-06, eta: 5:44:58, time: 1.463, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0157, loss_rpn_bbox: 0.0226, loss_semantic_seg: 0.1301, s0.loss_cls: 0.1273, s0.acc: 95.1270, s0.loss_bbox: 0.0728, s0.loss_mask: 0.1722, s1.loss_cls: 0.0570, s1.acc: 95.6492, s1.loss_bbox: 0.0868, s1.loss_mask: 0.0817, s2.loss_cls: 0.0287, s2.acc: 95.5569, s2.loss_bbox: 0.0588, s2.loss_mask: 0.0391, loss: 0.8927 2022-06-09 07:59:36,409 - mmdet - INFO - Epoch [35][750/7330] lr: 1.000e-06, eta: 5:43:43, time: 1.448, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0161, loss_rpn_bbox: 0.0209, loss_semantic_seg: 0.1398, s0.loss_cls: 0.1240, s0.acc: 95.2043, s0.loss_bbox: 0.0738, s0.loss_mask: 0.1717, s1.loss_cls: 0.0551, s1.acc: 95.7366, s1.loss_bbox: 0.0866, s1.loss_mask: 0.0815, s2.loss_cls: 0.0289, s2.acc: 95.5092, s2.loss_bbox: 0.0581, s2.loss_mask: 0.0387, loss: 0.8953 2022-06-09 08:00:49,287 - mmdet - INFO - Epoch [35][800/7330] lr: 1.000e-06, eta: 5:42:29, time: 1.458, data_time: 0.020, memory: 64799, loss_rpn_cls: 0.0138, loss_rpn_bbox: 0.0201, loss_semantic_seg: 0.1291, s0.loss_cls: 0.1207, s0.acc: 95.4392, s0.loss_bbox: 0.0703, s0.loss_mask: 0.1724, s1.loss_cls: 0.0543, s1.acc: 95.8732, s1.loss_bbox: 0.0867, s1.loss_mask: 0.0821, s2.loss_cls: 0.0282, s2.acc: 95.6595, s2.loss_bbox: 0.0611, s2.loss_mask: 0.0391, loss: 0.8777 2022-06-09 08:02:02,528 - mmdet - INFO - Epoch [35][850/7330] lr: 1.000e-06, eta: 5:41:15, time: 1.465, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0152, loss_rpn_bbox: 0.0214, loss_semantic_seg: 0.1302, s0.loss_cls: 0.1176, s0.acc: 95.5422, s0.loss_bbox: 0.0698, s0.loss_mask: 0.1672, s1.loss_cls: 0.0523, s1.acc: 96.0190, s1.loss_bbox: 0.0845, s1.loss_mask: 0.0798, s2.loss_cls: 0.0275, s2.acc: 95.7830, s2.loss_bbox: 0.0579, s2.loss_mask: 0.0376, loss: 0.8609 2022-06-09 08:03:15,684 - mmdet - INFO - Epoch [35][900/7330] lr: 1.000e-06, eta: 5:40:01, time: 1.463, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0142, loss_rpn_bbox: 0.0206, loss_semantic_seg: 0.1394, s0.loss_cls: 0.1249, s0.acc: 95.2986, s0.loss_bbox: 0.0754, s0.loss_mask: 0.1773, s1.loss_cls: 0.0554, s1.acc: 95.9014, s1.loss_bbox: 0.0896, s1.loss_mask: 0.0836, s2.loss_cls: 0.0287, s2.acc: 95.5334, s2.loss_bbox: 0.0607, s2.loss_mask: 0.0397, loss: 0.9095 2022-06-09 08:04:29,166 - mmdet - INFO - Epoch [35][950/7330] lr: 1.000e-06, eta: 5:38:47, time: 1.469, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0159, loss_rpn_bbox: 0.0233, loss_semantic_seg: 0.1339, s0.loss_cls: 0.1252, s0.acc: 95.2019, s0.loss_bbox: 0.0742, s0.loss_mask: 0.1759, s1.loss_cls: 0.0553, s1.acc: 95.8017, s1.loss_bbox: 0.0886, s1.loss_mask: 0.0833, s2.loss_cls: 0.0288, s2.acc: 95.4912, s2.loss_bbox: 0.0604, s2.loss_mask: 0.0397, loss: 0.9045 2022-06-09 08:05:42,127 - mmdet - INFO - Epoch [35][1000/7330] lr: 1.000e-06, eta: 5:37:32, time: 1.459, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0143, loss_rpn_bbox: 0.0215, loss_semantic_seg: 0.1307, s0.loss_cls: 0.1203, s0.acc: 95.3662, s0.loss_bbox: 0.0729, s0.loss_mask: 0.1700, s1.loss_cls: 0.0526, s1.acc: 95.9466, s1.loss_bbox: 0.0874, s1.loss_mask: 0.0811, s2.loss_cls: 0.0273, s2.acc: 95.7763, s2.loss_bbox: 0.0594, s2.loss_mask: 0.0385, loss: 0.8759 2022-06-09 08:06:55,515 - mmdet - INFO - Epoch [35][1050/7330] lr: 1.000e-06, eta: 5:36:18, time: 1.467, data_time: 0.012, memory: 64799, loss_rpn_cls: 0.0123, loss_rpn_bbox: 0.0211, loss_semantic_seg: 0.1255, s0.loss_cls: 0.1137, s0.acc: 95.5977, s0.loss_bbox: 0.0698, s0.loss_mask: 0.1700, s1.loss_cls: 0.0505, s1.acc: 96.1220, s1.loss_bbox: 0.0845, s1.loss_mask: 0.0814, s2.loss_cls: 0.0257, s2.acc: 95.9784, s2.loss_bbox: 0.0583, s2.loss_mask: 0.0386, loss: 0.8515 2022-06-09 08:08:09,120 - mmdet - INFO - Epoch [35][1100/7330] lr: 1.000e-06, eta: 5:35:04, time: 1.472, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0145, loss_rpn_bbox: 0.0215, loss_semantic_seg: 0.1371, s0.loss_cls: 0.1233, s0.acc: 95.2605, s0.loss_bbox: 0.0722, s0.loss_mask: 0.1723, s1.loss_cls: 0.0547, s1.acc: 95.8039, s1.loss_bbox: 0.0870, s1.loss_mask: 0.0817, s2.loss_cls: 0.0287, s2.acc: 95.5431, s2.loss_bbox: 0.0599, s2.loss_mask: 0.0386, loss: 0.8915 2022-06-09 08:09:22,991 - mmdet - INFO - Epoch [35][1150/7330] lr: 1.000e-06, eta: 5:33:50, time: 1.478, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0140, loss_rpn_bbox: 0.0216, loss_semantic_seg: 0.1365, s0.loss_cls: 0.1230, s0.acc: 95.2998, s0.loss_bbox: 0.0737, s0.loss_mask: 0.1714, s1.loss_cls: 0.0535, s1.acc: 95.9269, s1.loss_bbox: 0.0897, s1.loss_mask: 0.0816, s2.loss_cls: 0.0277, s2.acc: 95.7511, s2.loss_bbox: 0.0616, s2.loss_mask: 0.0387, loss: 0.8932 2022-06-09 08:10:36,377 - mmdet - INFO - Epoch [35][1200/7330] lr: 1.000e-06, eta: 5:32:36, time: 1.468, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0160, loss_rpn_bbox: 0.0220, loss_semantic_seg: 0.1353, s0.loss_cls: 0.1248, s0.acc: 95.2939, s0.loss_bbox: 0.0721, s0.loss_mask: 0.1720, s1.loss_cls: 0.0564, s1.acc: 95.7589, s1.loss_bbox: 0.0850, s1.loss_mask: 0.0825, s2.loss_cls: 0.0292, s2.acc: 95.5879, s2.loss_bbox: 0.0585, s2.loss_mask: 0.0392, loss: 0.8930 2022-06-09 08:11:50,336 - mmdet - INFO - Epoch [35][1250/7330] lr: 1.000e-06, eta: 5:31:22, time: 1.479, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0159, loss_rpn_bbox: 0.0219, loss_semantic_seg: 0.1349, s0.loss_cls: 0.1231, s0.acc: 95.3442, s0.loss_bbox: 0.0731, s0.loss_mask: 0.1736, s1.loss_cls: 0.0553, s1.acc: 95.8590, s1.loss_bbox: 0.0853, s1.loss_mask: 0.0823, s2.loss_cls: 0.0280, s2.acc: 95.6990, s2.loss_bbox: 0.0579, s2.loss_mask: 0.0389, loss: 0.8901 2022-06-09 08:13:05,050 - mmdet - INFO - Epoch [35][1300/7330] lr: 1.000e-06, eta: 5:30:07, time: 1.494, data_time: 0.020, memory: 64799, loss_rpn_cls: 0.0156, loss_rpn_bbox: 0.0233, loss_semantic_seg: 0.1323, s0.loss_cls: 0.1269, s0.acc: 95.1418, s0.loss_bbox: 0.0743, s0.loss_mask: 0.1773, s1.loss_cls: 0.0560, s1.acc: 95.7459, s1.loss_bbox: 0.0869, s1.loss_mask: 0.0841, s2.loss_cls: 0.0282, s2.acc: 95.6528, s2.loss_bbox: 0.0595, s2.loss_mask: 0.0401, loss: 0.9045 2022-06-09 08:14:18,846 - mmdet - INFO - Epoch [35][1350/7330] lr: 1.000e-06, eta: 5:28:53, time: 1.476, data_time: 0.021, memory: 64799, loss_rpn_cls: 0.0139, loss_rpn_bbox: 0.0206, loss_semantic_seg: 0.1317, s0.loss_cls: 0.1240, s0.acc: 95.3127, s0.loss_bbox: 0.0749, s0.loss_mask: 0.1708, s1.loss_cls: 0.0548, s1.acc: 95.7938, s1.loss_bbox: 0.0893, s1.loss_mask: 0.0814, s2.loss_cls: 0.0281, s2.acc: 95.6453, s2.loss_bbox: 0.0613, s2.loss_mask: 0.0388, loss: 0.8896 2022-06-09 08:15:32,581 - mmdet - INFO - Epoch [35][1400/7330] lr: 1.000e-06, eta: 5:27:39, time: 1.475, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0154, loss_rpn_bbox: 0.0226, loss_semantic_seg: 0.1358, s0.loss_cls: 0.1306, s0.acc: 95.0525, s0.loss_bbox: 0.0755, s0.loss_mask: 0.1775, s1.loss_cls: 0.0583, s1.acc: 95.6275, s1.loss_bbox: 0.0880, s1.loss_mask: 0.0845, s2.loss_cls: 0.0298, s2.acc: 95.4383, s2.loss_bbox: 0.0608, s2.loss_mask: 0.0402, loss: 0.9191 2022-06-09 08:16:45,001 - mmdet - INFO - Epoch [35][1450/7330] lr: 1.000e-06, eta: 5:26:25, time: 1.448, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0163, loss_rpn_bbox: 0.0225, loss_semantic_seg: 0.1311, s0.loss_cls: 0.1199, s0.acc: 95.4438, s0.loss_bbox: 0.0729, s0.loss_mask: 0.1734, s1.loss_cls: 0.0539, s1.acc: 95.8692, s1.loss_bbox: 0.0866, s1.loss_mask: 0.0821, s2.loss_cls: 0.0279, s2.acc: 95.7135, s2.loss_bbox: 0.0578, s2.loss_mask: 0.0389, loss: 0.8834 2022-06-09 08:17:58,700 - mmdet - INFO - Epoch [35][1500/7330] lr: 1.000e-06, eta: 5:25:11, time: 1.474, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0141, loss_rpn_bbox: 0.0218, loss_semantic_seg: 0.1326, s0.loss_cls: 0.1218, s0.acc: 95.3350, s0.loss_bbox: 0.0711, s0.loss_mask: 0.1720, s1.loss_cls: 0.0539, s1.acc: 95.9138, s1.loss_bbox: 0.0834, s1.loss_mask: 0.0812, s2.loss_cls: 0.0275, s2.acc: 95.6839, s2.loss_bbox: 0.0566, s2.loss_mask: 0.0387, loss: 0.8746 2022-06-09 08:19:12,018 - mmdet - INFO - Epoch [35][1550/7330] lr: 1.000e-06, eta: 5:23:57, time: 1.466, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0154, loss_rpn_bbox: 0.0213, loss_semantic_seg: 0.1312, s0.loss_cls: 0.1244, s0.acc: 95.3035, s0.loss_bbox: 0.0730, s0.loss_mask: 0.1726, s1.loss_cls: 0.0568, s1.acc: 95.7722, s1.loss_bbox: 0.0864, s1.loss_mask: 0.0821, s2.loss_cls: 0.0293, s2.acc: 95.5617, s2.loss_bbox: 0.0607, s2.loss_mask: 0.0392, loss: 0.8924 2022-06-09 08:20:26,150 - mmdet - INFO - Epoch [35][1600/7330] lr: 1.000e-06, eta: 5:22:42, time: 1.483, data_time: 0.023, memory: 64799, loss_rpn_cls: 0.0147, loss_rpn_bbox: 0.0225, loss_semantic_seg: 0.1364, s0.loss_cls: 0.1265, s0.acc: 95.1985, s0.loss_bbox: 0.0753, s0.loss_mask: 0.1763, s1.loss_cls: 0.0567, s1.acc: 95.7282, s1.loss_bbox: 0.0895, s1.loss_mask: 0.0842, s2.loss_cls: 0.0296, s2.acc: 95.4311, s2.loss_bbox: 0.0606, s2.loss_mask: 0.0401, loss: 0.9123 2022-06-09 08:21:39,957 - mmdet - INFO - Epoch [35][1650/7330] lr: 1.000e-06, eta: 5:21:28, time: 1.476, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0145, loss_rpn_bbox: 0.0218, loss_semantic_seg: 0.1296, s0.loss_cls: 0.1260, s0.acc: 95.2581, s0.loss_bbox: 0.0725, s0.loss_mask: 0.1781, s1.loss_cls: 0.0557, s1.acc: 95.9009, s1.loss_bbox: 0.0871, s1.loss_mask: 0.0839, s2.loss_cls: 0.0287, s2.acc: 95.7160, s2.loss_bbox: 0.0609, s2.loss_mask: 0.0398, loss: 0.8987 2022-06-09 08:22:52,986 - mmdet - INFO - Epoch [35][1700/7330] lr: 1.000e-06, eta: 5:20:14, time: 1.460, data_time: 0.021, memory: 64799, loss_rpn_cls: 0.0151, loss_rpn_bbox: 0.0203, loss_semantic_seg: 0.1292, s0.loss_cls: 0.1220, s0.acc: 95.3479, s0.loss_bbox: 0.0726, s0.loss_mask: 0.1710, s1.loss_cls: 0.0546, s1.acc: 95.8499, s1.loss_bbox: 0.0870, s1.loss_mask: 0.0816, s2.loss_cls: 0.0282, s2.acc: 95.6265, s2.loss_bbox: 0.0608, s2.loss_mask: 0.0385, loss: 0.8808 2022-06-09 08:24:06,272 - mmdet - INFO - Epoch [35][1750/7330] lr: 1.000e-06, eta: 5:19:00, time: 1.465, data_time: 0.020, memory: 64799, loss_rpn_cls: 0.0150, loss_rpn_bbox: 0.0219, loss_semantic_seg: 0.1340, s0.loss_cls: 0.1213, s0.acc: 95.3777, s0.loss_bbox: 0.0709, s0.loss_mask: 0.1718, s1.loss_cls: 0.0541, s1.acc: 95.8707, s1.loss_bbox: 0.0854, s1.loss_mask: 0.0816, s2.loss_cls: 0.0278, s2.acc: 95.7234, s2.loss_bbox: 0.0586, s2.loss_mask: 0.0388, loss: 0.8812 2022-06-09 08:25:18,956 - mmdet - INFO - Epoch [35][1800/7330] lr: 1.000e-06, eta: 5:17:46, time: 1.454, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0135, loss_rpn_bbox: 0.0196, loss_semantic_seg: 0.1298, s0.loss_cls: 0.1180, s0.acc: 95.5005, s0.loss_bbox: 0.0701, s0.loss_mask: 0.1746, s1.loss_cls: 0.0528, s1.acc: 96.0684, s1.loss_bbox: 0.0857, s1.loss_mask: 0.0830, s2.loss_cls: 0.0275, s2.acc: 95.8807, s2.loss_bbox: 0.0593, s2.loss_mask: 0.0391, loss: 0.8729 2022-06-09 08:26:32,284 - mmdet - INFO - Epoch [35][1850/7330] lr: 1.000e-06, eta: 5:16:32, time: 1.466, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0156, loss_rpn_bbox: 0.0204, loss_semantic_seg: 0.1346, s0.loss_cls: 0.1223, s0.acc: 95.3535, s0.loss_bbox: 0.0744, s0.loss_mask: 0.1721, s1.loss_cls: 0.0536, s1.acc: 95.8960, s1.loss_bbox: 0.0874, s1.loss_mask: 0.0811, s2.loss_cls: 0.0277, s2.acc: 95.7352, s2.loss_bbox: 0.0602, s2.loss_mask: 0.0386, loss: 0.8878 2022-06-09 08:27:46,714 - mmdet - INFO - Epoch [35][1900/7330] lr: 1.000e-06, eta: 5:15:17, time: 1.489, data_time: 0.020, memory: 64799, loss_rpn_cls: 0.0147, loss_rpn_bbox: 0.0213, loss_semantic_seg: 0.1392, s0.loss_cls: 0.1238, s0.acc: 95.2754, s0.loss_bbox: 0.0718, s0.loss_mask: 0.1757, s1.loss_cls: 0.0556, s1.acc: 95.8073, s1.loss_bbox: 0.0847, s1.loss_mask: 0.0827, s2.loss_cls: 0.0284, s2.acc: 95.6100, s2.loss_bbox: 0.0585, s2.loss_mask: 0.0394, loss: 0.8958 2022-06-09 08:28:59,631 - mmdet - INFO - Epoch [35][1950/7330] lr: 1.000e-06, eta: 5:14:03, time: 1.458, data_time: 0.020, memory: 64799, loss_rpn_cls: 0.0133, loss_rpn_bbox: 0.0215, loss_semantic_seg: 0.1307, s0.loss_cls: 0.1190, s0.acc: 95.4553, s0.loss_bbox: 0.0698, s0.loss_mask: 0.1678, s1.loss_cls: 0.0526, s1.acc: 96.0411, s1.loss_bbox: 0.0862, s1.loss_mask: 0.0800, s2.loss_cls: 0.0274, s2.acc: 95.7642, s2.loss_bbox: 0.0597, s2.loss_mask: 0.0381, loss: 0.8661 2022-06-09 08:30:12,888 - mmdet - INFO - Epoch [35][2000/7330] lr: 1.000e-06, eta: 5:12:49, time: 1.465, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0154, loss_rpn_bbox: 0.0205, loss_semantic_seg: 0.1369, s0.loss_cls: 0.1208, s0.acc: 95.4194, s0.loss_bbox: 0.0709, s0.loss_mask: 0.1683, s1.loss_cls: 0.0544, s1.acc: 95.9461, s1.loss_bbox: 0.0838, s1.loss_mask: 0.0799, s2.loss_cls: 0.0281, s2.acc: 95.7408, s2.loss_bbox: 0.0565, s2.loss_mask: 0.0380, loss: 0.8735 2022-06-09 08:31:25,958 - mmdet - INFO - Epoch [35][2050/7330] lr: 1.000e-06, eta: 5:11:35, time: 1.462, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0153, loss_rpn_bbox: 0.0220, loss_semantic_seg: 0.1382, s0.loss_cls: 0.1290, s0.acc: 95.0745, s0.loss_bbox: 0.0751, s0.loss_mask: 0.1784, s1.loss_cls: 0.0563, s1.acc: 95.7789, s1.loss_bbox: 0.0907, s1.loss_mask: 0.0845, s2.loss_cls: 0.0286, s2.acc: 95.6555, s2.loss_bbox: 0.0621, s2.loss_mask: 0.0400, loss: 0.9202 2022-06-09 08:32:38,795 - mmdet - INFO - Epoch [35][2100/7330] lr: 1.000e-06, eta: 5:10:21, time: 1.457, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0155, loss_rpn_bbox: 0.0199, loss_semantic_seg: 0.1341, s0.loss_cls: 0.1233, s0.acc: 95.3672, s0.loss_bbox: 0.0703, s0.loss_mask: 0.1743, s1.loss_cls: 0.0549, s1.acc: 95.9044, s1.loss_bbox: 0.0835, s1.loss_mask: 0.0826, s2.loss_cls: 0.0280, s2.acc: 95.7917, s2.loss_bbox: 0.0582, s2.loss_mask: 0.0390, loss: 0.8837 2022-06-09 08:33:51,853 - mmdet - INFO - Epoch [35][2150/7330] lr: 1.000e-06, eta: 5:09:07, time: 1.461, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0146, loss_rpn_bbox: 0.0203, loss_semantic_seg: 0.1356, s0.loss_cls: 0.1181, s0.acc: 95.4915, s0.loss_bbox: 0.0700, s0.loss_mask: 0.1724, s1.loss_cls: 0.0521, s1.acc: 96.0017, s1.loss_bbox: 0.0827, s1.loss_mask: 0.0814, s2.loss_cls: 0.0266, s2.acc: 95.8309, s2.loss_bbox: 0.0569, s2.loss_mask: 0.0385, loss: 0.8693 2022-06-09 08:35:05,016 - mmdet - INFO - Epoch [35][2200/7330] lr: 1.000e-06, eta: 5:07:52, time: 1.463, data_time: 0.020, memory: 64799, loss_rpn_cls: 0.0142, loss_rpn_bbox: 0.0225, loss_semantic_seg: 0.1321, s0.loss_cls: 0.1207, s0.acc: 95.2927, s0.loss_bbox: 0.0705, s0.loss_mask: 0.1693, s1.loss_cls: 0.0535, s1.acc: 95.8305, s1.loss_bbox: 0.0829, s1.loss_mask: 0.0804, s2.loss_cls: 0.0274, s2.acc: 95.6426, s2.loss_bbox: 0.0563, s2.loss_mask: 0.0377, loss: 0.8674 2022-06-09 08:36:18,027 - mmdet - INFO - Epoch [35][2250/7330] lr: 1.000e-06, eta: 5:06:38, time: 1.460, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0137, loss_rpn_bbox: 0.0208, loss_semantic_seg: 0.1338, s0.loss_cls: 0.1206, s0.acc: 95.4255, s0.loss_bbox: 0.0720, s0.loss_mask: 0.1710, s1.loss_cls: 0.0533, s1.acc: 95.9858, s1.loss_bbox: 0.0856, s1.loss_mask: 0.0815, s2.loss_cls: 0.0270, s2.acc: 95.9242, s2.loss_bbox: 0.0586, s2.loss_mask: 0.0387, loss: 0.8767 2022-06-09 08:37:30,799 - mmdet - INFO - Epoch [35][2300/7330] lr: 1.000e-06, eta: 5:05:24, time: 1.455, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0146, loss_rpn_bbox: 0.0224, loss_semantic_seg: 0.1317, s0.loss_cls: 0.1234, s0.acc: 95.3418, s0.loss_bbox: 0.0730, s0.loss_mask: 0.1761, s1.loss_cls: 0.0559, s1.acc: 95.7875, s1.loss_bbox: 0.0856, s1.loss_mask: 0.0835, s2.loss_cls: 0.0289, s2.acc: 95.5451, s2.loss_bbox: 0.0574, s2.loss_mask: 0.0396, loss: 0.8921 2022-06-09 08:38:43,629 - mmdet - INFO - Epoch [35][2350/7330] lr: 1.000e-06, eta: 5:04:10, time: 1.457, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0156, loss_rpn_bbox: 0.0218, loss_semantic_seg: 0.1358, s0.loss_cls: 0.1244, s0.acc: 95.2856, s0.loss_bbox: 0.0722, s0.loss_mask: 0.1686, s1.loss_cls: 0.0553, s1.acc: 95.8391, s1.loss_bbox: 0.0867, s1.loss_mask: 0.0800, s2.loss_cls: 0.0283, s2.acc: 95.6580, s2.loss_bbox: 0.0594, s2.loss_mask: 0.0381, loss: 0.8865 2022-06-09 08:39:57,194 - mmdet - INFO - Epoch [35][2400/7330] lr: 1.000e-06, eta: 5:02:56, time: 1.471, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0155, loss_rpn_bbox: 0.0204, loss_semantic_seg: 0.1336, s0.loss_cls: 0.1244, s0.acc: 95.3154, s0.loss_bbox: 0.0727, s0.loss_mask: 0.1723, s1.loss_cls: 0.0560, s1.acc: 95.8304, s1.loss_bbox: 0.0846, s1.loss_mask: 0.0817, s2.loss_cls: 0.0291, s2.acc: 95.6210, s2.loss_bbox: 0.0569, s2.loss_mask: 0.0388, loss: 0.8860 2022-06-09 08:41:11,346 - mmdet - INFO - Epoch [35][2450/7330] lr: 1.000e-06, eta: 5:01:42, time: 1.483, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0140, loss_rpn_bbox: 0.0213, loss_semantic_seg: 0.1312, s0.loss_cls: 0.1203, s0.acc: 95.4578, s0.loss_bbox: 0.0727, s0.loss_mask: 0.1731, s1.loss_cls: 0.0534, s1.acc: 95.9287, s1.loss_bbox: 0.0859, s1.loss_mask: 0.0821, s2.loss_cls: 0.0278, s2.acc: 95.6861, s2.loss_bbox: 0.0586, s2.loss_mask: 0.0391, loss: 0.8797 2022-06-09 08:42:24,244 - mmdet - INFO - Epoch [35][2500/7330] lr: 1.000e-06, eta: 5:00:27, time: 1.458, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0137, loss_rpn_bbox: 0.0212, loss_semantic_seg: 0.1315, s0.loss_cls: 0.1227, s0.acc: 95.2246, s0.loss_bbox: 0.0716, s0.loss_mask: 0.1735, s1.loss_cls: 0.0543, s1.acc: 95.7885, s1.loss_bbox: 0.0863, s1.loss_mask: 0.0830, s2.loss_cls: 0.0280, s2.acc: 95.5840, s2.loss_bbox: 0.0596, s2.loss_mask: 0.0395, loss: 0.8849 2022-06-09 08:43:37,368 - mmdet - INFO - Epoch [35][2550/7330] lr: 1.000e-06, eta: 4:59:13, time: 1.462, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0150, loss_rpn_bbox: 0.0204, loss_semantic_seg: 0.1350, s0.loss_cls: 0.1197, s0.acc: 95.3511, s0.loss_bbox: 0.0707, s0.loss_mask: 0.1699, s1.loss_cls: 0.0530, s1.acc: 95.8957, s1.loss_bbox: 0.0853, s1.loss_mask: 0.0815, s2.loss_cls: 0.0272, s2.acc: 95.7910, s2.loss_bbox: 0.0577, s2.loss_mask: 0.0385, loss: 0.8739 2022-06-09 08:44:50,637 - mmdet - INFO - Epoch [35][2600/7330] lr: 1.000e-06, eta: 4:57:59, time: 1.465, data_time: 0.020, memory: 64799, loss_rpn_cls: 0.0163, loss_rpn_bbox: 0.0219, loss_semantic_seg: 0.1368, s0.loss_cls: 0.1283, s0.acc: 95.1748, s0.loss_bbox: 0.0730, s0.loss_mask: 0.1719, s1.loss_cls: 0.0566, s1.acc: 95.7811, s1.loss_bbox: 0.0872, s1.loss_mask: 0.0816, s2.loss_cls: 0.0288, s2.acc: 95.6498, s2.loss_bbox: 0.0604, s2.loss_mask: 0.0388, loss: 0.9016 2022-06-09 08:46:02,736 - mmdet - INFO - Epoch [35][2650/7330] lr: 1.000e-06, eta: 4:56:45, time: 1.442, data_time: 0.012, memory: 64799, loss_rpn_cls: 0.0135, loss_rpn_bbox: 0.0205, loss_semantic_seg: 0.1266, s0.loss_cls: 0.1202, s0.acc: 95.3918, s0.loss_bbox: 0.0697, s0.loss_mask: 0.1687, s1.loss_cls: 0.0534, s1.acc: 95.8722, s1.loss_bbox: 0.0833, s1.loss_mask: 0.0798, s2.loss_cls: 0.0275, s2.acc: 95.7123, s2.loss_bbox: 0.0584, s2.loss_mask: 0.0382, loss: 0.8600 2022-06-09 08:47:15,524 - mmdet - INFO - Epoch [35][2700/7330] lr: 1.000e-06, eta: 4:55:31, time: 1.456, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0145, loss_rpn_bbox: 0.0197, loss_semantic_seg: 0.1340, s0.loss_cls: 0.1224, s0.acc: 95.3777, s0.loss_bbox: 0.0724, s0.loss_mask: 0.1728, s1.loss_cls: 0.0532, s1.acc: 96.0171, s1.loss_bbox: 0.0861, s1.loss_mask: 0.0828, s2.loss_cls: 0.0272, s2.acc: 95.7775, s2.loss_bbox: 0.0602, s2.loss_mask: 0.0394, loss: 0.8846 2022-06-09 08:48:27,967 - mmdet - INFO - Epoch [35][2750/7330] lr: 1.000e-06, eta: 4:54:16, time: 1.449, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0143, loss_rpn_bbox: 0.0209, loss_semantic_seg: 0.1380, s0.loss_cls: 0.1218, s0.acc: 95.3400, s0.loss_bbox: 0.0717, s0.loss_mask: 0.1703, s1.loss_cls: 0.0545, s1.acc: 95.7873, s1.loss_bbox: 0.0879, s1.loss_mask: 0.0809, s2.loss_cls: 0.0283, s2.acc: 95.5958, s2.loss_bbox: 0.0596, s2.loss_mask: 0.0385, loss: 0.8866 2022-06-09 08:49:41,471 - mmdet - INFO - Epoch [35][2800/7330] lr: 1.000e-06, eta: 4:53:02, time: 1.470, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0153, loss_rpn_bbox: 0.0208, loss_semantic_seg: 0.1334, s0.loss_cls: 0.1229, s0.acc: 95.2385, s0.loss_bbox: 0.0755, s0.loss_mask: 0.1780, s1.loss_cls: 0.0559, s1.acc: 95.6758, s1.loss_bbox: 0.0885, s1.loss_mask: 0.0845, s2.loss_cls: 0.0290, s2.acc: 95.4173, s2.loss_bbox: 0.0603, s2.loss_mask: 0.0401, loss: 0.9041 2022-06-09 08:50:54,619 - mmdet - INFO - Epoch [35][2850/7330] lr: 1.000e-06, eta: 4:51:48, time: 1.463, data_time: 0.020, memory: 64799, loss_rpn_cls: 0.0148, loss_rpn_bbox: 0.0212, loss_semantic_seg: 0.1403, s0.loss_cls: 0.1193, s0.acc: 95.4648, s0.loss_bbox: 0.0724, s0.loss_mask: 0.1678, s1.loss_cls: 0.0526, s1.acc: 95.9981, s1.loss_bbox: 0.0843, s1.loss_mask: 0.0796, s2.loss_cls: 0.0268, s2.acc: 95.8900, s2.loss_bbox: 0.0592, s2.loss_mask: 0.0380, loss: 0.8764 2022-06-09 08:52:08,358 - mmdet - INFO - Epoch [35][2900/7330] lr: 1.000e-06, eta: 4:50:34, time: 1.475, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0147, loss_rpn_bbox: 0.0208, loss_semantic_seg: 0.1364, s0.loss_cls: 0.1205, s0.acc: 95.3683, s0.loss_bbox: 0.0755, s0.loss_mask: 0.1733, s1.loss_cls: 0.0533, s1.acc: 95.9047, s1.loss_bbox: 0.0901, s1.loss_mask: 0.0822, s2.loss_cls: 0.0272, s2.acc: 95.7277, s2.loss_bbox: 0.0610, s2.loss_mask: 0.0388, loss: 0.8937 2022-06-09 08:53:22,089 - mmdet - INFO - Epoch [35][2950/7330] lr: 1.000e-06, eta: 4:49:20, time: 1.473, data_time: 0.022, memory: 64799, loss_rpn_cls: 0.0139, loss_rpn_bbox: 0.0232, loss_semantic_seg: 0.1301, s0.loss_cls: 0.1275, s0.acc: 95.1062, s0.loss_bbox: 0.0746, s0.loss_mask: 0.1743, s1.loss_cls: 0.0581, s1.acc: 95.5638, s1.loss_bbox: 0.0866, s1.loss_mask: 0.0822, s2.loss_cls: 0.0295, s2.acc: 95.4379, s2.loss_bbox: 0.0587, s2.loss_mask: 0.0390, loss: 0.8976 2022-06-09 08:54:34,530 - mmdet - INFO - Epoch [35][3000/7330] lr: 1.000e-06, eta: 4:48:06, time: 1.451, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0149, loss_rpn_bbox: 0.0209, loss_semantic_seg: 0.1295, s0.loss_cls: 0.1175, s0.acc: 95.5119, s0.loss_bbox: 0.0687, s0.loss_mask: 0.1701, s1.loss_cls: 0.0508, s1.acc: 96.0848, s1.loss_bbox: 0.0816, s1.loss_mask: 0.0811, s2.loss_cls: 0.0261, s2.acc: 95.9421, s2.loss_bbox: 0.0577, s2.loss_mask: 0.0388, loss: 0.8577 2022-06-09 08:55:47,951 - mmdet - INFO - Epoch [35][3050/7330] lr: 1.000e-06, eta: 4:46:51, time: 1.468, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0154, loss_rpn_bbox: 0.0204, loss_semantic_seg: 0.1348, s0.loss_cls: 0.1214, s0.acc: 95.4426, s0.loss_bbox: 0.0710, s0.loss_mask: 0.1734, s1.loss_cls: 0.0542, s1.acc: 95.9524, s1.loss_bbox: 0.0870, s1.loss_mask: 0.0824, s2.loss_cls: 0.0279, s2.acc: 95.7187, s2.loss_bbox: 0.0585, s2.loss_mask: 0.0390, loss: 0.8854 2022-06-09 08:57:00,852 - mmdet - INFO - Epoch [35][3100/7330] lr: 1.000e-06, eta: 4:45:37, time: 1.458, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0143, loss_rpn_bbox: 0.0208, loss_semantic_seg: 0.1391, s0.loss_cls: 0.1187, s0.acc: 95.4736, s0.loss_bbox: 0.0735, s0.loss_mask: 0.1735, s1.loss_cls: 0.0530, s1.acc: 95.9845, s1.loss_bbox: 0.0876, s1.loss_mask: 0.0820, s2.loss_cls: 0.0277, s2.acc: 95.7678, s2.loss_bbox: 0.0604, s2.loss_mask: 0.0390, loss: 0.8895 2022-06-09 08:58:14,206 - mmdet - INFO - Epoch [35][3150/7330] lr: 1.000e-06, eta: 4:44:23, time: 1.466, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0145, loss_rpn_bbox: 0.0220, loss_semantic_seg: 0.1294, s0.loss_cls: 0.1211, s0.acc: 95.3894, s0.loss_bbox: 0.0713, s0.loss_mask: 0.1691, s1.loss_cls: 0.0532, s1.acc: 95.9063, s1.loss_bbox: 0.0846, s1.loss_mask: 0.0802, s2.loss_cls: 0.0273, s2.acc: 95.7338, s2.loss_bbox: 0.0593, s2.loss_mask: 0.0381, loss: 0.8700 2022-06-09 08:59:27,823 - mmdet - INFO - Epoch [35][3200/7330] lr: 1.000e-06, eta: 4:43:09, time: 1.471, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0151, loss_rpn_bbox: 0.0211, loss_semantic_seg: 0.1319, s0.loss_cls: 0.1305, s0.acc: 95.0237, s0.loss_bbox: 0.0735, s0.loss_mask: 0.1704, s1.loss_cls: 0.0590, s1.acc: 95.4891, s1.loss_bbox: 0.0853, s1.loss_mask: 0.0804, s2.loss_cls: 0.0297, s2.acc: 95.3849, s2.loss_bbox: 0.0576, s2.loss_mask: 0.0381, loss: 0.8926 2022-06-09 09:00:41,288 - mmdet - INFO - Epoch [35][3250/7330] lr: 1.000e-06, eta: 4:41:55, time: 1.471, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0156, loss_rpn_bbox: 0.0213, loss_semantic_seg: 0.1346, s0.loss_cls: 0.1278, s0.acc: 95.1731, s0.loss_bbox: 0.0758, s0.loss_mask: 0.1771, s1.loss_cls: 0.0572, s1.acc: 95.7597, s1.loss_bbox: 0.0880, s1.loss_mask: 0.0840, s2.loss_cls: 0.0289, s2.acc: 95.5778, s2.loss_bbox: 0.0606, s2.loss_mask: 0.0398, loss: 0.9107 2022-06-09 09:01:55,008 - mmdet - INFO - Epoch [35][3300/7330] lr: 1.000e-06, eta: 4:40:41, time: 1.474, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0133, loss_rpn_bbox: 0.0199, loss_semantic_seg: 0.1334, s0.loss_cls: 0.1173, s0.acc: 95.5242, s0.loss_bbox: 0.0673, s0.loss_mask: 0.1666, s1.loss_cls: 0.0519, s1.acc: 96.0656, s1.loss_bbox: 0.0825, s1.loss_mask: 0.0798, s2.loss_cls: 0.0266, s2.acc: 95.8892, s2.loss_bbox: 0.0577, s2.loss_mask: 0.0380, loss: 0.8543 2022-06-09 09:03:07,274 - mmdet - INFO - Epoch [35][3350/7330] lr: 1.000e-06, eta: 4:39:26, time: 1.445, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0145, loss_rpn_bbox: 0.0208, loss_semantic_seg: 0.1311, s0.loss_cls: 0.1224, s0.acc: 95.3010, s0.loss_bbox: 0.0729, s0.loss_mask: 0.1720, s1.loss_cls: 0.0553, s1.acc: 95.7290, s1.loss_bbox: 0.0878, s1.loss_mask: 0.0811, s2.loss_cls: 0.0278, s2.acc: 95.6520, s2.loss_bbox: 0.0594, s2.loss_mask: 0.0384, loss: 0.8836 2022-06-09 09:04:21,363 - mmdet - INFO - Epoch [35][3400/7330] lr: 1.000e-06, eta: 4:38:12, time: 1.480, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0144, loss_rpn_bbox: 0.0201, loss_semantic_seg: 0.1288, s0.loss_cls: 0.1195, s0.acc: 95.4431, s0.loss_bbox: 0.0706, s0.loss_mask: 0.1727, s1.loss_cls: 0.0530, s1.acc: 95.9397, s1.loss_bbox: 0.0851, s1.loss_mask: 0.0827, s2.loss_cls: 0.0271, s2.acc: 95.7288, s2.loss_bbox: 0.0591, s2.loss_mask: 0.0393, loss: 0.8724 2022-06-09 09:05:34,736 - mmdet - INFO - Epoch [35][3450/7330] lr: 1.000e-06, eta: 4:36:58, time: 1.469, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0171, loss_rpn_bbox: 0.0230, loss_semantic_seg: 0.1339, s0.loss_cls: 0.1266, s0.acc: 95.0774, s0.loss_bbox: 0.0740, s0.loss_mask: 0.1728, s1.loss_cls: 0.0565, s1.acc: 95.6016, s1.loss_bbox: 0.0892, s1.loss_mask: 0.0816, s2.loss_cls: 0.0288, s2.acc: 95.4727, s2.loss_bbox: 0.0612, s2.loss_mask: 0.0389, loss: 0.9036 2022-06-09 09:06:47,884 - mmdet - INFO - Epoch [35][3500/7330] lr: 1.000e-06, eta: 4:35:44, time: 1.463, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0151, loss_rpn_bbox: 0.0226, loss_semantic_seg: 0.1318, s0.loss_cls: 0.1243, s0.acc: 95.2845, s0.loss_bbox: 0.0731, s0.loss_mask: 0.1734, s1.loss_cls: 0.0542, s1.acc: 95.8967, s1.loss_bbox: 0.0866, s1.loss_mask: 0.0824, s2.loss_cls: 0.0282, s2.acc: 95.6440, s2.loss_bbox: 0.0598, s2.loss_mask: 0.0395, loss: 0.8910 2022-06-09 09:08:00,587 - mmdet - INFO - Epoch [35][3550/7330] lr: 1.000e-06, eta: 4:34:30, time: 1.454, data_time: 0.022, memory: 64799, loss_rpn_cls: 0.0148, loss_rpn_bbox: 0.0206, loss_semantic_seg: 0.1359, s0.loss_cls: 0.1195, s0.acc: 95.4915, s0.loss_bbox: 0.0717, s0.loss_mask: 0.1755, s1.loss_cls: 0.0533, s1.acc: 96.0173, s1.loss_bbox: 0.0861, s1.loss_mask: 0.0833, s2.loss_cls: 0.0273, s2.acc: 95.7693, s2.loss_bbox: 0.0600, s2.loss_mask: 0.0396, loss: 0.8876 2022-06-09 09:09:13,585 - mmdet - INFO - Epoch [35][3600/7330] lr: 1.000e-06, eta: 4:33:16, time: 1.460, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0143, loss_rpn_bbox: 0.0210, loss_semantic_seg: 0.1344, s0.loss_cls: 0.1204, s0.acc: 95.3484, s0.loss_bbox: 0.0707, s0.loss_mask: 0.1699, s1.loss_cls: 0.0532, s1.acc: 95.9750, s1.loss_bbox: 0.0844, s1.loss_mask: 0.0811, s2.loss_cls: 0.0278, s2.acc: 95.6942, s2.loss_bbox: 0.0576, s2.loss_mask: 0.0386, loss: 0.8736 2022-06-09 09:10:26,970 - mmdet - INFO - Epoch [35][3650/7330] lr: 1.000e-06, eta: 4:32:01, time: 1.468, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0161, loss_rpn_bbox: 0.0231, loss_semantic_seg: 0.1333, s0.loss_cls: 0.1293, s0.acc: 95.0825, s0.loss_bbox: 0.0766, s0.loss_mask: 0.1773, s1.loss_cls: 0.0581, s1.acc: 95.6466, s1.loss_bbox: 0.0895, s1.loss_mask: 0.0844, s2.loss_cls: 0.0299, s2.acc: 95.3338, s2.loss_bbox: 0.0615, s2.loss_mask: 0.0403, loss: 0.9193 2022-06-09 09:11:38,683 - mmdet - INFO - Epoch [35][3700/7330] lr: 1.000e-06, eta: 4:30:47, time: 1.434, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0144, loss_rpn_bbox: 0.0209, loss_semantic_seg: 0.1292, s0.loss_cls: 0.1230, s0.acc: 95.2681, s0.loss_bbox: 0.0760, s0.loss_mask: 0.1782, s1.loss_cls: 0.0552, s1.acc: 95.8581, s1.loss_bbox: 0.0886, s1.loss_mask: 0.0837, s2.loss_cls: 0.0282, s2.acc: 95.6203, s2.loss_bbox: 0.0603, s2.loss_mask: 0.0395, loss: 0.8971 2022-06-09 09:12:50,925 - mmdet - INFO - Epoch [35][3750/7330] lr: 1.000e-06, eta: 4:29:33, time: 1.445, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0157, loss_rpn_bbox: 0.0213, loss_semantic_seg: 0.1355, s0.loss_cls: 0.1216, s0.acc: 95.2292, s0.loss_bbox: 0.0752, s0.loss_mask: 0.1735, s1.loss_cls: 0.0546, s1.acc: 95.7909, s1.loss_bbox: 0.0914, s1.loss_mask: 0.0830, s2.loss_cls: 0.0283, s2.acc: 95.5367, s2.loss_bbox: 0.0619, s2.loss_mask: 0.0392, loss: 0.9011 2022-06-09 09:14:04,473 - mmdet - INFO - Epoch [35][3800/7330] lr: 1.000e-06, eta: 4:28:19, time: 1.471, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0135, loss_rpn_bbox: 0.0219, loss_semantic_seg: 0.1320, s0.loss_cls: 0.1236, s0.acc: 95.3074, s0.loss_bbox: 0.0725, s0.loss_mask: 0.1715, s1.loss_cls: 0.0545, s1.acc: 95.8696, s1.loss_bbox: 0.0873, s1.loss_mask: 0.0809, s2.loss_cls: 0.0282, s2.acc: 95.7246, s2.loss_bbox: 0.0611, s2.loss_mask: 0.0385, loss: 0.8855 2022-06-09 09:15:17,378 - mmdet - INFO - Epoch [35][3850/7330] lr: 1.000e-06, eta: 4:27:05, time: 1.458, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0153, loss_rpn_bbox: 0.0201, loss_semantic_seg: 0.1304, s0.loss_cls: 0.1230, s0.acc: 95.3784, s0.loss_bbox: 0.0769, s0.loss_mask: 0.1772, s1.loss_cls: 0.0551, s1.acc: 95.8884, s1.loss_bbox: 0.0887, s1.loss_mask: 0.0845, s2.loss_cls: 0.0282, s2.acc: 95.6663, s2.loss_bbox: 0.0599, s2.loss_mask: 0.0400, loss: 0.8992 2022-06-09 09:16:30,589 - mmdet - INFO - Epoch [35][3900/7330] lr: 1.000e-06, eta: 4:25:51, time: 1.463, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0135, loss_rpn_bbox: 0.0195, loss_semantic_seg: 0.1308, s0.loss_cls: 0.1234, s0.acc: 95.2856, s0.loss_bbox: 0.0699, s0.loss_mask: 0.1749, s1.loss_cls: 0.0548, s1.acc: 95.8990, s1.loss_bbox: 0.0849, s1.loss_mask: 0.0835, s2.loss_cls: 0.0285, s2.acc: 95.7474, s2.loss_bbox: 0.0594, s2.loss_mask: 0.0399, loss: 0.8830 2022-06-09 09:17:44,187 - mmdet - INFO - Epoch [35][3950/7330] lr: 1.000e-06, eta: 4:24:36, time: 1.473, data_time: 0.020, memory: 64799, loss_rpn_cls: 0.0135, loss_rpn_bbox: 0.0208, loss_semantic_seg: 0.1268, s0.loss_cls: 0.1211, s0.acc: 95.3123, s0.loss_bbox: 0.0750, s0.loss_mask: 0.1706, s1.loss_cls: 0.0535, s1.acc: 95.8975, s1.loss_bbox: 0.0884, s1.loss_mask: 0.0806, s2.loss_cls: 0.0274, s2.acc: 95.7434, s2.loss_bbox: 0.0590, s2.loss_mask: 0.0382, loss: 0.8749 2022-06-09 09:18:57,777 - mmdet - INFO - Epoch [35][4000/7330] lr: 1.000e-06, eta: 4:23:22, time: 1.472, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0152, loss_rpn_bbox: 0.0207, loss_semantic_seg: 0.1306, s0.loss_cls: 0.1243, s0.acc: 95.2498, s0.loss_bbox: 0.0748, s0.loss_mask: 0.1800, s1.loss_cls: 0.0562, s1.acc: 95.7372, s1.loss_bbox: 0.0880, s1.loss_mask: 0.0855, s2.loss_cls: 0.0290, s2.acc: 95.6344, s2.loss_bbox: 0.0605, s2.loss_mask: 0.0406, loss: 0.9055 2022-06-09 09:20:12,274 - mmdet - INFO - Epoch [35][4050/7330] lr: 1.000e-06, eta: 4:22:08, time: 1.490, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0156, loss_rpn_bbox: 0.0200, loss_semantic_seg: 0.1323, s0.loss_cls: 0.1250, s0.acc: 95.2712, s0.loss_bbox: 0.0744, s0.loss_mask: 0.1699, s1.loss_cls: 0.0557, s1.acc: 95.8103, s1.loss_bbox: 0.0866, s1.loss_mask: 0.0802, s2.loss_cls: 0.0285, s2.acc: 95.6185, s2.loss_bbox: 0.0582, s2.loss_mask: 0.0379, loss: 0.8843 2022-06-09 09:21:25,119 - mmdet - INFO - Epoch [35][4100/7330] lr: 1.000e-06, eta: 4:20:54, time: 1.456, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0151, loss_rpn_bbox: 0.0224, loss_semantic_seg: 0.1346, s0.loss_cls: 0.1308, s0.acc: 94.9756, s0.loss_bbox: 0.0757, s0.loss_mask: 0.1819, s1.loss_cls: 0.0590, s1.acc: 95.5279, s1.loss_bbox: 0.0919, s1.loss_mask: 0.0860, s2.loss_cls: 0.0302, s2.acc: 95.3300, s2.loss_bbox: 0.0620, s2.loss_mask: 0.0408, loss: 0.9304 2022-06-09 09:22:37,856 - mmdet - INFO - Epoch [35][4150/7330] lr: 1.000e-06, eta: 4:19:40, time: 1.455, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0134, loss_rpn_bbox: 0.0199, loss_semantic_seg: 0.1275, s0.loss_cls: 0.1203, s0.acc: 95.3315, s0.loss_bbox: 0.0720, s0.loss_mask: 0.1739, s1.loss_cls: 0.0530, s1.acc: 95.9119, s1.loss_bbox: 0.0863, s1.loss_mask: 0.0824, s2.loss_cls: 0.0273, s2.acc: 95.6723, s2.loss_bbox: 0.0588, s2.loss_mask: 0.0393, loss: 0.8741 2022-06-09 09:23:51,682 - mmdet - INFO - Epoch [35][4200/7330] lr: 1.000e-06, eta: 4:18:26, time: 1.477, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0157, loss_rpn_bbox: 0.0209, loss_semantic_seg: 0.1310, s0.loss_cls: 0.1190, s0.acc: 95.4270, s0.loss_bbox: 0.0686, s0.loss_mask: 0.1676, s1.loss_cls: 0.0517, s1.acc: 96.0558, s1.loss_bbox: 0.0818, s1.loss_mask: 0.0794, s2.loss_cls: 0.0261, s2.acc: 95.9110, s2.loss_bbox: 0.0566, s2.loss_mask: 0.0380, loss: 0.8564 2022-06-09 09:25:05,979 - mmdet - INFO - Epoch [35][4250/7330] lr: 1.000e-06, eta: 4:17:12, time: 1.486, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0136, loss_rpn_bbox: 0.0229, loss_semantic_seg: 0.1306, s0.loss_cls: 0.1250, s0.acc: 95.1755, s0.loss_bbox: 0.0736, s0.loss_mask: 0.1711, s1.loss_cls: 0.0566, s1.acc: 95.6078, s1.loss_bbox: 0.0839, s1.loss_mask: 0.0805, s2.loss_cls: 0.0287, s2.acc: 95.5908, s2.loss_bbox: 0.0583, s2.loss_mask: 0.0383, loss: 0.8831 2022-06-09 09:26:19,241 - mmdet - INFO - Epoch [35][4300/7330] lr: 1.000e-06, eta: 4:15:57, time: 1.465, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0151, loss_rpn_bbox: 0.0213, loss_semantic_seg: 0.1409, s0.loss_cls: 0.1280, s0.acc: 95.1143, s0.loss_bbox: 0.0745, s0.loss_mask: 0.1709, s1.loss_cls: 0.0575, s1.acc: 95.6455, s1.loss_bbox: 0.0877, s1.loss_mask: 0.0814, s2.loss_cls: 0.0295, s2.acc: 95.4491, s2.loss_bbox: 0.0599, s2.loss_mask: 0.0387, loss: 0.9054 2022-06-09 09:27:33,684 - mmdet - INFO - Epoch [35][4350/7330] lr: 1.000e-06, eta: 4:14:43, time: 1.489, data_time: 0.021, memory: 64799, loss_rpn_cls: 0.0137, loss_rpn_bbox: 0.0203, loss_semantic_seg: 0.1298, s0.loss_cls: 0.1226, s0.acc: 95.3193, s0.loss_bbox: 0.0733, s0.loss_mask: 0.1716, s1.loss_cls: 0.0549, s1.acc: 95.7364, s1.loss_bbox: 0.0868, s1.loss_mask: 0.0816, s2.loss_cls: 0.0281, s2.acc: 95.4757, s2.loss_bbox: 0.0588, s2.loss_mask: 0.0387, loss: 0.8804 2022-06-09 09:28:48,466 - mmdet - INFO - Epoch [35][4400/7330] lr: 1.000e-06, eta: 4:13:29, time: 1.496, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0148, loss_rpn_bbox: 0.0217, loss_semantic_seg: 0.1373, s0.loss_cls: 0.1234, s0.acc: 95.2527, s0.loss_bbox: 0.0712, s0.loss_mask: 0.1699, s1.loss_cls: 0.0551, s1.acc: 95.7617, s1.loss_bbox: 0.0844, s1.loss_mask: 0.0810, s2.loss_cls: 0.0282, s2.acc: 95.6120, s2.loss_bbox: 0.0570, s2.loss_mask: 0.0383, loss: 0.8823 2022-06-09 09:30:02,607 - mmdet - INFO - Epoch [35][4450/7330] lr: 1.000e-06, eta: 4:12:15, time: 1.483, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0149, loss_rpn_bbox: 0.0209, loss_semantic_seg: 0.1358, s0.loss_cls: 0.1243, s0.acc: 95.2627, s0.loss_bbox: 0.0715, s0.loss_mask: 0.1717, s1.loss_cls: 0.0554, s1.acc: 95.8189, s1.loss_bbox: 0.0844, s1.loss_mask: 0.0812, s2.loss_cls: 0.0280, s2.acc: 95.6592, s2.loss_bbox: 0.0583, s2.loss_mask: 0.0385, loss: 0.8849 2022-06-09 09:31:16,600 - mmdet - INFO - Epoch [35][4500/7330] lr: 1.000e-06, eta: 4:11:01, time: 1.480, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0161, loss_rpn_bbox: 0.0233, loss_semantic_seg: 0.1336, s0.loss_cls: 0.1314, s0.acc: 94.9622, s0.loss_bbox: 0.0782, s0.loss_mask: 0.1748, s1.loss_cls: 0.0592, s1.acc: 95.4648, s1.loss_bbox: 0.0910, s1.loss_mask: 0.0834, s2.loss_cls: 0.0303, s2.acc: 95.3035, s2.loss_bbox: 0.0615, s2.loss_mask: 0.0398, loss: 0.9226 2022-06-09 09:32:29,755 - mmdet - INFO - Epoch [35][4550/7330] lr: 1.000e-06, eta: 4:09:47, time: 1.463, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0141, loss_rpn_bbox: 0.0217, loss_semantic_seg: 0.1307, s0.loss_cls: 0.1245, s0.acc: 95.2524, s0.loss_bbox: 0.0743, s0.loss_mask: 0.1781, s1.loss_cls: 0.0551, s1.acc: 95.8135, s1.loss_bbox: 0.0897, s1.loss_mask: 0.0837, s2.loss_cls: 0.0280, s2.acc: 95.6583, s2.loss_bbox: 0.0608, s2.loss_mask: 0.0396, loss: 0.9001 2022-06-09 09:33:42,586 - mmdet - INFO - Epoch [35][4600/7330] lr: 1.000e-06, eta: 4:08:33, time: 1.457, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0138, loss_rpn_bbox: 0.0205, loss_semantic_seg: 0.1302, s0.loss_cls: 0.1154, s0.acc: 95.5305, s0.loss_bbox: 0.0702, s0.loss_mask: 0.1715, s1.loss_cls: 0.0512, s1.acc: 96.0664, s1.loss_bbox: 0.0847, s1.loss_mask: 0.0817, s2.loss_cls: 0.0264, s2.acc: 95.8389, s2.loss_bbox: 0.0590, s2.loss_mask: 0.0389, loss: 0.8635 2022-06-09 09:34:56,413 - mmdet - INFO - Epoch [35][4650/7330] lr: 1.000e-06, eta: 4:07:18, time: 1.477, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0137, loss_rpn_bbox: 0.0211, loss_semantic_seg: 0.1293, s0.loss_cls: 0.1233, s0.acc: 95.2588, s0.loss_bbox: 0.0746, s0.loss_mask: 0.1769, s1.loss_cls: 0.0555, s1.acc: 95.7888, s1.loss_bbox: 0.0905, s1.loss_mask: 0.0839, s2.loss_cls: 0.0287, s2.acc: 95.5362, s2.loss_bbox: 0.0618, s2.loss_mask: 0.0401, loss: 0.8993 2022-06-09 09:36:09,222 - mmdet - INFO - Epoch [35][4700/7330] lr: 1.000e-06, eta: 4:06:04, time: 1.456, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0136, loss_rpn_bbox: 0.0198, loss_semantic_seg: 0.1386, s0.loss_cls: 0.1237, s0.acc: 95.2988, s0.loss_bbox: 0.0724, s0.loss_mask: 0.1728, s1.loss_cls: 0.0549, s1.acc: 95.7955, s1.loss_bbox: 0.0865, s1.loss_mask: 0.0821, s2.loss_cls: 0.0284, s2.acc: 95.6155, s2.loss_bbox: 0.0581, s2.loss_mask: 0.0390, loss: 0.8901 2022-06-09 09:37:23,184 - mmdet - INFO - Epoch [35][4750/7330] lr: 1.000e-06, eta: 4:04:50, time: 1.477, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0161, loss_rpn_bbox: 0.0219, loss_semantic_seg: 0.1353, s0.loss_cls: 0.1259, s0.acc: 95.2605, s0.loss_bbox: 0.0715, s0.loss_mask: 0.1709, s1.loss_cls: 0.0564, s1.acc: 95.7544, s1.loss_bbox: 0.0833, s1.loss_mask: 0.0813, s2.loss_cls: 0.0288, s2.acc: 95.5783, s2.loss_bbox: 0.0552, s2.loss_mask: 0.0386, loss: 0.8850 2022-06-09 09:38:37,575 - mmdet - INFO - Epoch [35][4800/7330] lr: 1.000e-06, eta: 4:03:36, time: 1.490, data_time: 0.024, memory: 64799, loss_rpn_cls: 0.0150, loss_rpn_bbox: 0.0213, loss_semantic_seg: 0.1254, s0.loss_cls: 0.1201, s0.acc: 95.4070, s0.loss_bbox: 0.0708, s0.loss_mask: 0.1692, s1.loss_cls: 0.0535, s1.acc: 95.8773, s1.loss_bbox: 0.0821, s1.loss_mask: 0.0804, s2.loss_cls: 0.0273, s2.acc: 95.7962, s2.loss_bbox: 0.0563, s2.loss_mask: 0.0381, loss: 0.8595 2022-06-09 09:39:51,486 - mmdet - INFO - Epoch [35][4850/7330] lr: 1.000e-06, eta: 4:02:22, time: 1.478, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0152, loss_rpn_bbox: 0.0211, loss_semantic_seg: 0.1330, s0.loss_cls: 0.1229, s0.acc: 95.2222, s0.loss_bbox: 0.0732, s0.loss_mask: 0.1762, s1.loss_cls: 0.0540, s1.acc: 95.7712, s1.loss_bbox: 0.0867, s1.loss_mask: 0.0838, s2.loss_cls: 0.0281, s2.acc: 95.6020, s2.loss_bbox: 0.0599, s2.loss_mask: 0.0398, loss: 0.8939 2022-06-09 09:41:05,442 - mmdet - INFO - Epoch [35][4900/7330] lr: 1.000e-06, eta: 4:01:08, time: 1.479, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0123, loss_rpn_bbox: 0.0199, loss_semantic_seg: 0.1320, s0.loss_cls: 0.1205, s0.acc: 95.3550, s0.loss_bbox: 0.0703, s0.loss_mask: 0.1694, s1.loss_cls: 0.0531, s1.acc: 95.9751, s1.loss_bbox: 0.0843, s1.loss_mask: 0.0802, s2.loss_cls: 0.0276, s2.acc: 95.7948, s2.loss_bbox: 0.0586, s2.loss_mask: 0.0381, loss: 0.8664 2022-06-09 09:42:18,848 - mmdet - INFO - Epoch [35][4950/7330] lr: 1.000e-06, eta: 3:59:54, time: 1.468, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0132, loss_rpn_bbox: 0.0211, loss_semantic_seg: 0.1329, s0.loss_cls: 0.1149, s0.acc: 95.6208, s0.loss_bbox: 0.0688, s0.loss_mask: 0.1680, s1.loss_cls: 0.0512, s1.acc: 96.1298, s1.loss_bbox: 0.0822, s1.loss_mask: 0.0796, s2.loss_cls: 0.0263, s2.acc: 95.9942, s2.loss_bbox: 0.0580, s2.loss_mask: 0.0380, loss: 0.8543 2022-06-09 09:43:33,045 - mmdet - INFO - Epoch [35][5000/7330] lr: 1.000e-06, eta: 3:58:40, time: 1.484, data_time: 0.024, memory: 64799, loss_rpn_cls: 0.0150, loss_rpn_bbox: 0.0214, loss_semantic_seg: 0.1388, s0.loss_cls: 0.1273, s0.acc: 95.1047, s0.loss_bbox: 0.0762, s0.loss_mask: 0.1748, s1.loss_cls: 0.0562, s1.acc: 95.6770, s1.loss_bbox: 0.0900, s1.loss_mask: 0.0832, s2.loss_cls: 0.0292, s2.acc: 95.4627, s2.loss_bbox: 0.0602, s2.loss_mask: 0.0394, loss: 0.9118 2022-06-09 09:44:47,909 - mmdet - INFO - Epoch [35][5050/7330] lr: 1.000e-06, eta: 3:57:25, time: 1.497, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0143, loss_rpn_bbox: 0.0218, loss_semantic_seg: 0.1306, s0.loss_cls: 0.1235, s0.acc: 95.2881, s0.loss_bbox: 0.0741, s0.loss_mask: 0.1709, s1.loss_cls: 0.0548, s1.acc: 95.8369, s1.loss_bbox: 0.0881, s1.loss_mask: 0.0815, s2.loss_cls: 0.0285, s2.acc: 95.6704, s2.loss_bbox: 0.0604, s2.loss_mask: 0.0388, loss: 0.8872 2022-06-09 09:46:01,320 - mmdet - INFO - Epoch [35][5100/7330] lr: 1.000e-06, eta: 3:56:11, time: 1.468, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0141, loss_rpn_bbox: 0.0200, loss_semantic_seg: 0.1352, s0.loss_cls: 0.1218, s0.acc: 95.4185, s0.loss_bbox: 0.0707, s0.loss_mask: 0.1708, s1.loss_cls: 0.0556, s1.acc: 95.8755, s1.loss_bbox: 0.0848, s1.loss_mask: 0.0813, s2.loss_cls: 0.0284, s2.acc: 95.6827, s2.loss_bbox: 0.0585, s2.loss_mask: 0.0388, loss: 0.8799 2022-06-09 09:47:15,385 - mmdet - INFO - Epoch [35][5150/7330] lr: 1.000e-06, eta: 3:54:57, time: 1.481, data_time: 0.022, memory: 64799, loss_rpn_cls: 0.0142, loss_rpn_bbox: 0.0216, loss_semantic_seg: 0.1341, s0.loss_cls: 0.1243, s0.acc: 95.2654, s0.loss_bbox: 0.0730, s0.loss_mask: 0.1758, s1.loss_cls: 0.0553, s1.acc: 95.8326, s1.loss_bbox: 0.0879, s1.loss_mask: 0.0829, s2.loss_cls: 0.0287, s2.acc: 95.6266, s2.loss_bbox: 0.0606, s2.loss_mask: 0.0393, loss: 0.8978 2022-06-09 09:48:29,222 - mmdet - INFO - Epoch [35][5200/7330] lr: 1.000e-06, eta: 3:53:43, time: 1.477, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0127, loss_rpn_bbox: 0.0209, loss_semantic_seg: 0.1320, s0.loss_cls: 0.1214, s0.acc: 95.3491, s0.loss_bbox: 0.0727, s0.loss_mask: 0.1688, s1.loss_cls: 0.0552, s1.acc: 95.7400, s1.loss_bbox: 0.0851, s1.loss_mask: 0.0797, s2.loss_cls: 0.0289, s2.acc: 95.5460, s2.loss_bbox: 0.0565, s2.loss_mask: 0.0378, loss: 0.8715 2022-06-09 09:49:42,462 - mmdet - INFO - Epoch [35][5250/7330] lr: 1.000e-06, eta: 3:52:29, time: 1.465, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0142, loss_rpn_bbox: 0.0216, loss_semantic_seg: 0.1359, s0.loss_cls: 0.1240, s0.acc: 95.2170, s0.loss_bbox: 0.0715, s0.loss_mask: 0.1679, s1.loss_cls: 0.0551, s1.acc: 95.8216, s1.loss_bbox: 0.0851, s1.loss_mask: 0.0797, s2.loss_cls: 0.0283, s2.acc: 95.6425, s2.loss_bbox: 0.0574, s2.loss_mask: 0.0377, loss: 0.8783 2022-06-09 09:50:55,799 - mmdet - INFO - Epoch [35][5300/7330] lr: 1.000e-06, eta: 3:51:15, time: 1.467, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0143, loss_rpn_bbox: 0.0210, loss_semantic_seg: 0.1312, s0.loss_cls: 0.1146, s0.acc: 95.5396, s0.loss_bbox: 0.0679, s0.loss_mask: 0.1663, s1.loss_cls: 0.0507, s1.acc: 96.0688, s1.loss_bbox: 0.0805, s1.loss_mask: 0.0790, s2.loss_cls: 0.0259, s2.acc: 96.0230, s2.loss_bbox: 0.0556, s2.loss_mask: 0.0377, loss: 0.8448 2022-06-09 09:52:09,647 - mmdet - INFO - Epoch [35][5350/7330] lr: 1.000e-06, eta: 3:50:01, time: 1.477, data_time: 0.012, memory: 64799, loss_rpn_cls: 0.0164, loss_rpn_bbox: 0.0217, loss_semantic_seg: 0.1292, s0.loss_cls: 0.1271, s0.acc: 95.1555, s0.loss_bbox: 0.0744, s0.loss_mask: 0.1753, s1.loss_cls: 0.0563, s1.acc: 95.7532, s1.loss_bbox: 0.0895, s1.loss_mask: 0.0832, s2.loss_cls: 0.0287, s2.acc: 95.6339, s2.loss_bbox: 0.0614, s2.loss_mask: 0.0398, loss: 0.9031 2022-06-09 09:53:22,923 - mmdet - INFO - Epoch [35][5400/7330] lr: 1.000e-06, eta: 3:48:46, time: 1.466, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0153, loss_rpn_bbox: 0.0228, loss_semantic_seg: 0.1355, s0.loss_cls: 0.1266, s0.acc: 95.1914, s0.loss_bbox: 0.0723, s0.loss_mask: 0.1726, s1.loss_cls: 0.0571, s1.acc: 95.6881, s1.loss_bbox: 0.0854, s1.loss_mask: 0.0821, s2.loss_cls: 0.0295, s2.acc: 95.5367, s2.loss_bbox: 0.0592, s2.loss_mask: 0.0391, loss: 0.8975 2022-06-09 09:54:36,163 - mmdet - INFO - Epoch [35][5450/7330] lr: 1.000e-06, eta: 3:47:32, time: 1.464, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0155, loss_rpn_bbox: 0.0208, loss_semantic_seg: 0.1304, s0.loss_cls: 0.1252, s0.acc: 95.2314, s0.loss_bbox: 0.0726, s0.loss_mask: 0.1757, s1.loss_cls: 0.0556, s1.acc: 95.7193, s1.loss_bbox: 0.0871, s1.loss_mask: 0.0834, s2.loss_cls: 0.0285, s2.acc: 95.6386, s2.loss_bbox: 0.0617, s2.loss_mask: 0.0398, loss: 0.8964 2022-06-09 09:55:49,480 - mmdet - INFO - Epoch [35][5500/7330] lr: 1.000e-06, eta: 3:46:18, time: 1.467, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0145, loss_rpn_bbox: 0.0217, loss_semantic_seg: 0.1400, s0.loss_cls: 0.1270, s0.acc: 95.0979, s0.loss_bbox: 0.0747, s0.loss_mask: 0.1700, s1.loss_cls: 0.0564, s1.acc: 95.6342, s1.loss_bbox: 0.0901, s1.loss_mask: 0.0809, s2.loss_cls: 0.0295, s2.acc: 95.4185, s2.loss_bbox: 0.0603, s2.loss_mask: 0.0385, loss: 0.9034 2022-06-09 09:57:02,192 - mmdet - INFO - Epoch [35][5550/7330] lr: 1.000e-06, eta: 3:45:04, time: 1.454, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0131, loss_rpn_bbox: 0.0198, loss_semantic_seg: 0.1364, s0.loss_cls: 0.1129, s0.acc: 95.6716, s0.loss_bbox: 0.0670, s0.loss_mask: 0.1724, s1.loss_cls: 0.0498, s1.acc: 96.2372, s1.loss_bbox: 0.0826, s1.loss_mask: 0.0819, s2.loss_cls: 0.0260, s2.acc: 96.0431, s2.loss_bbox: 0.0579, s2.loss_mask: 0.0389, loss: 0.8588 2022-06-09 09:58:15,692 - mmdet - INFO - Epoch [35][5600/7330] lr: 1.000e-06, eta: 3:43:50, time: 1.470, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0146, loss_rpn_bbox: 0.0225, loss_semantic_seg: 0.1361, s0.loss_cls: 0.1190, s0.acc: 95.4609, s0.loss_bbox: 0.0725, s0.loss_mask: 0.1714, s1.loss_cls: 0.0519, s1.acc: 96.1060, s1.loss_bbox: 0.0842, s1.loss_mask: 0.0810, s2.loss_cls: 0.0266, s2.acc: 95.9346, s2.loss_bbox: 0.0593, s2.loss_mask: 0.0387, loss: 0.8778 2022-06-09 09:59:27,669 - mmdet - INFO - Epoch [35][5650/7330] lr: 1.000e-06, eta: 3:42:36, time: 1.440, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0157, loss_rpn_bbox: 0.0214, loss_semantic_seg: 0.1309, s0.loss_cls: 0.1228, s0.acc: 95.2815, s0.loss_bbox: 0.0740, s0.loss_mask: 0.1708, s1.loss_cls: 0.0551, s1.acc: 95.7508, s1.loss_bbox: 0.0873, s1.loss_mask: 0.0806, s2.loss_cls: 0.0281, s2.acc: 95.6207, s2.loss_bbox: 0.0581, s2.loss_mask: 0.0381, loss: 0.8828 2022-06-09 10:00:41,050 - mmdet - INFO - Epoch [35][5700/7330] lr: 1.000e-06, eta: 3:41:22, time: 1.467, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0154, loss_rpn_bbox: 0.0220, loss_semantic_seg: 0.1379, s0.loss_cls: 0.1263, s0.acc: 95.2004, s0.loss_bbox: 0.0724, s0.loss_mask: 0.1707, s1.loss_cls: 0.0565, s1.acc: 95.6787, s1.loss_bbox: 0.0865, s1.loss_mask: 0.0809, s2.loss_cls: 0.0292, s2.acc: 95.4691, s2.loss_bbox: 0.0595, s2.loss_mask: 0.0387, loss: 0.8960 2022-06-09 10:01:53,952 - mmdet - INFO - Epoch [35][5750/7330] lr: 1.000e-06, eta: 3:40:07, time: 1.458, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0124, loss_rpn_bbox: 0.0197, loss_semantic_seg: 0.1291, s0.loss_cls: 0.1187, s0.acc: 95.5784, s0.loss_bbox: 0.0698, s0.loss_mask: 0.1684, s1.loss_cls: 0.0518, s1.acc: 96.2132, s1.loss_bbox: 0.0819, s1.loss_mask: 0.0804, s2.loss_cls: 0.0264, s2.acc: 96.1093, s2.loss_bbox: 0.0567, s2.loss_mask: 0.0382, loss: 0.8537 2022-06-09 10:03:07,639 - mmdet - INFO - Epoch [35][5800/7330] lr: 1.000e-06, eta: 3:38:53, time: 1.474, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0150, loss_rpn_bbox: 0.0218, loss_semantic_seg: 0.1314, s0.loss_cls: 0.1228, s0.acc: 95.2605, s0.loss_bbox: 0.0728, s0.loss_mask: 0.1755, s1.loss_cls: 0.0557, s1.acc: 95.6681, s1.loss_bbox: 0.0855, s1.loss_mask: 0.0826, s2.loss_cls: 0.0286, s2.acc: 95.5137, s2.loss_bbox: 0.0585, s2.loss_mask: 0.0393, loss: 0.8894 2022-06-09 10:04:21,135 - mmdet - INFO - Epoch [35][5850/7330] lr: 1.000e-06, eta: 3:37:39, time: 1.470, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0164, loss_rpn_bbox: 0.0206, loss_semantic_seg: 0.1425, s0.loss_cls: 0.1244, s0.acc: 95.3242, s0.loss_bbox: 0.0725, s0.loss_mask: 0.1735, s1.loss_cls: 0.0569, s1.acc: 95.7793, s1.loss_bbox: 0.0848, s1.loss_mask: 0.0820, s2.loss_cls: 0.0291, s2.acc: 95.5564, s2.loss_bbox: 0.0569, s2.loss_mask: 0.0389, loss: 0.8985 2022-06-09 10:05:34,777 - mmdet - INFO - Epoch [35][5900/7330] lr: 1.000e-06, eta: 3:36:25, time: 1.473, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0165, loss_rpn_bbox: 0.0211, loss_semantic_seg: 0.1285, s0.loss_cls: 0.1280, s0.acc: 95.0754, s0.loss_bbox: 0.0748, s0.loss_mask: 0.1719, s1.loss_cls: 0.0562, s1.acc: 95.6732, s1.loss_bbox: 0.0873, s1.loss_mask: 0.0813, s2.loss_cls: 0.0286, s2.acc: 95.5582, s2.loss_bbox: 0.0594, s2.loss_mask: 0.0386, loss: 0.8922 2022-06-09 10:06:47,593 - mmdet - INFO - Epoch [35][5950/7330] lr: 1.000e-06, eta: 3:35:11, time: 1.456, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0151, loss_rpn_bbox: 0.0210, loss_semantic_seg: 0.1286, s0.loss_cls: 0.1192, s0.acc: 95.4760, s0.loss_bbox: 0.0701, s0.loss_mask: 0.1685, s1.loss_cls: 0.0530, s1.acc: 95.9849, s1.loss_bbox: 0.0832, s1.loss_mask: 0.0797, s2.loss_cls: 0.0273, s2.acc: 95.8452, s2.loss_bbox: 0.0558, s2.loss_mask: 0.0377, loss: 0.8590 2022-06-09 10:07:59,727 - mmdet - INFO - Epoch [35][6000/7330] lr: 1.000e-06, eta: 3:33:57, time: 1.443, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0149, loss_rpn_bbox: 0.0206, loss_semantic_seg: 0.1304, s0.loss_cls: 0.1208, s0.acc: 95.2800, s0.loss_bbox: 0.0735, s0.loss_mask: 0.1751, s1.loss_cls: 0.0541, s1.acc: 95.7907, s1.loss_bbox: 0.0885, s1.loss_mask: 0.0838, s2.loss_cls: 0.0280, s2.acc: 95.5254, s2.loss_bbox: 0.0594, s2.loss_mask: 0.0399, loss: 0.8890 2022-06-09 10:09:13,665 - mmdet - INFO - Epoch [35][6050/7330] lr: 1.000e-06, eta: 3:32:42, time: 1.479, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0156, loss_rpn_bbox: 0.0211, loss_semantic_seg: 0.1382, s0.loss_cls: 0.1258, s0.acc: 95.2397, s0.loss_bbox: 0.0707, s0.loss_mask: 0.1750, s1.loss_cls: 0.0550, s1.acc: 95.8468, s1.loss_bbox: 0.0848, s1.loss_mask: 0.0832, s2.loss_cls: 0.0287, s2.acc: 95.5352, s2.loss_bbox: 0.0591, s2.loss_mask: 0.0397, loss: 0.8969 2022-06-09 10:10:27,501 - mmdet - INFO - Epoch [35][6100/7330] lr: 1.000e-06, eta: 3:31:28, time: 1.477, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0128, loss_rpn_bbox: 0.0207, loss_semantic_seg: 0.1385, s0.loss_cls: 0.1246, s0.acc: 95.2805, s0.loss_bbox: 0.0759, s0.loss_mask: 0.1724, s1.loss_cls: 0.0548, s1.acc: 95.8949, s1.loss_bbox: 0.0909, s1.loss_mask: 0.0819, s2.loss_cls: 0.0281, s2.acc: 95.6463, s2.loss_bbox: 0.0619, s2.loss_mask: 0.0388, loss: 0.9012 2022-06-09 10:11:39,380 - mmdet - INFO - Epoch [35][6150/7330] lr: 1.000e-06, eta: 3:30:14, time: 1.437, data_time: 0.012, memory: 64799, loss_rpn_cls: 0.0137, loss_rpn_bbox: 0.0204, loss_semantic_seg: 0.1314, s0.loss_cls: 0.1191, s0.acc: 95.3618, s0.loss_bbox: 0.0716, s0.loss_mask: 0.1729, s1.loss_cls: 0.0516, s1.acc: 96.0008, s1.loss_bbox: 0.0857, s1.loss_mask: 0.0830, s2.loss_cls: 0.0271, s2.acc: 95.8452, s2.loss_bbox: 0.0570, s2.loss_mask: 0.0391, loss: 0.8726 2022-06-09 10:12:52,163 - mmdet - INFO - Epoch [35][6200/7330] lr: 1.000e-06, eta: 3:29:00, time: 1.456, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0142, loss_rpn_bbox: 0.0206, loss_semantic_seg: 0.1286, s0.loss_cls: 0.1191, s0.acc: 95.4919, s0.loss_bbox: 0.0718, s0.loss_mask: 0.1718, s1.loss_cls: 0.0524, s1.acc: 96.0625, s1.loss_bbox: 0.0873, s1.loss_mask: 0.0815, s2.loss_cls: 0.0273, s2.acc: 95.7906, s2.loss_bbox: 0.0606, s2.loss_mask: 0.0388, loss: 0.8740 2022-06-09 10:14:06,856 - mmdet - INFO - Epoch [35][6250/7330] lr: 1.000e-06, eta: 3:27:46, time: 1.494, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0148, loss_rpn_bbox: 0.0230, loss_semantic_seg: 0.1360, s0.loss_cls: 0.1267, s0.acc: 95.1919, s0.loss_bbox: 0.0734, s0.loss_mask: 0.1736, s1.loss_cls: 0.0566, s1.acc: 95.7836, s1.loss_bbox: 0.0878, s1.loss_mask: 0.0827, s2.loss_cls: 0.0293, s2.acc: 95.5696, s2.loss_bbox: 0.0608, s2.loss_mask: 0.0394, loss: 0.9040 2022-06-09 10:15:21,045 - mmdet - INFO - Epoch [35][6300/7330] lr: 1.000e-06, eta: 3:26:32, time: 1.484, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0168, loss_rpn_bbox: 0.0235, loss_semantic_seg: 0.1299, s0.loss_cls: 0.1302, s0.acc: 95.0471, s0.loss_bbox: 0.0753, s0.loss_mask: 0.1733, s1.loss_cls: 0.0584, s1.acc: 95.6489, s1.loss_bbox: 0.0894, s1.loss_mask: 0.0818, s2.loss_cls: 0.0301, s2.acc: 95.4260, s2.loss_bbox: 0.0608, s2.loss_mask: 0.0388, loss: 0.9083 2022-06-09 10:16:35,042 - mmdet - INFO - Epoch [35][6350/7330] lr: 1.000e-06, eta: 3:25:18, time: 1.480, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0151, loss_rpn_bbox: 0.0226, loss_semantic_seg: 0.1324, s0.loss_cls: 0.1243, s0.acc: 95.2446, s0.loss_bbox: 0.0731, s0.loss_mask: 0.1773, s1.loss_cls: 0.0545, s1.acc: 95.8936, s1.loss_bbox: 0.0888, s1.loss_mask: 0.0843, s2.loss_cls: 0.0275, s2.acc: 95.8375, s2.loss_bbox: 0.0614, s2.loss_mask: 0.0399, loss: 0.9012 2022-06-09 10:17:47,090 - mmdet - INFO - Epoch [35][6400/7330] lr: 1.000e-06, eta: 3:24:03, time: 1.441, data_time: 0.012, memory: 64799, loss_rpn_cls: 0.0147, loss_rpn_bbox: 0.0203, loss_semantic_seg: 0.1301, s0.loss_cls: 0.1187, s0.acc: 95.4258, s0.loss_bbox: 0.0704, s0.loss_mask: 0.1721, s1.loss_cls: 0.0520, s1.acc: 96.0194, s1.loss_bbox: 0.0853, s1.loss_mask: 0.0819, s2.loss_cls: 0.0267, s2.acc: 95.7786, s2.loss_bbox: 0.0603, s2.loss_mask: 0.0390, loss: 0.8718 2022-06-09 10:18:59,748 - mmdet - INFO - Epoch [35][6450/7330] lr: 1.000e-06, eta: 3:22:49, time: 1.451, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0161, loss_rpn_bbox: 0.0203, loss_semantic_seg: 0.1294, s0.loss_cls: 0.1199, s0.acc: 95.4290, s0.loss_bbox: 0.0706, s0.loss_mask: 0.1734, s1.loss_cls: 0.0532, s1.acc: 95.9743, s1.loss_bbox: 0.0865, s1.loss_mask: 0.0823, s2.loss_cls: 0.0274, s2.acc: 95.8486, s2.loss_bbox: 0.0608, s2.loss_mask: 0.0390, loss: 0.8789 2022-06-09 10:20:12,983 - mmdet - INFO - Epoch [35][6500/7330] lr: 1.000e-06, eta: 3:21:35, time: 1.466, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0132, loss_rpn_bbox: 0.0223, loss_semantic_seg: 0.1297, s0.loss_cls: 0.1209, s0.acc: 95.3499, s0.loss_bbox: 0.0714, s0.loss_mask: 0.1694, s1.loss_cls: 0.0533, s1.acc: 95.9570, s1.loss_bbox: 0.0856, s1.loss_mask: 0.0810, s2.loss_cls: 0.0276, s2.acc: 95.7351, s2.loss_bbox: 0.0576, s2.loss_mask: 0.0382, loss: 0.8703 2022-06-09 10:21:25,982 - mmdet - INFO - Epoch [35][6550/7330] lr: 1.000e-06, eta: 3:20:21, time: 1.458, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0146, loss_rpn_bbox: 0.0193, loss_semantic_seg: 0.1328, s0.loss_cls: 0.1186, s0.acc: 95.4751, s0.loss_bbox: 0.0685, s0.loss_mask: 0.1685, s1.loss_cls: 0.0536, s1.acc: 95.9440, s1.loss_bbox: 0.0824, s1.loss_mask: 0.0802, s2.loss_cls: 0.0276, s2.acc: 95.7762, s2.loss_bbox: 0.0562, s2.loss_mask: 0.0381, loss: 0.8604 2022-06-09 10:22:39,734 - mmdet - INFO - Epoch [35][6600/7330] lr: 1.000e-06, eta: 3:19:07, time: 1.477, data_time: 0.023, memory: 64799, loss_rpn_cls: 0.0141, loss_rpn_bbox: 0.0215, loss_semantic_seg: 0.1379, s0.loss_cls: 0.1229, s0.acc: 95.2769, s0.loss_bbox: 0.0734, s0.loss_mask: 0.1725, s1.loss_cls: 0.0560, s1.acc: 95.7761, s1.loss_bbox: 0.0885, s1.loss_mask: 0.0819, s2.loss_cls: 0.0287, s2.acc: 95.5660, s2.loss_bbox: 0.0599, s2.loss_mask: 0.0391, loss: 0.8963 2022-06-09 10:23:53,289 - mmdet - INFO - Epoch [35][6650/7330] lr: 1.000e-06, eta: 3:17:53, time: 1.471, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0146, loss_rpn_bbox: 0.0214, loss_semantic_seg: 0.1372, s0.loss_cls: 0.1213, s0.acc: 95.3337, s0.loss_bbox: 0.0751, s0.loss_mask: 0.1748, s1.loss_cls: 0.0535, s1.acc: 95.9119, s1.loss_bbox: 0.0901, s1.loss_mask: 0.0831, s2.loss_cls: 0.0278, s2.acc: 95.6408, s2.loss_bbox: 0.0591, s2.loss_mask: 0.0391, loss: 0.8971 2022-06-09 10:25:05,604 - mmdet - INFO - Epoch [35][6700/7330] lr: 1.000e-06, eta: 3:16:39, time: 1.446, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0140, loss_rpn_bbox: 0.0211, loss_semantic_seg: 0.1399, s0.loss_cls: 0.1244, s0.acc: 95.3389, s0.loss_bbox: 0.0700, s0.loss_mask: 0.1698, s1.loss_cls: 0.0557, s1.acc: 95.8211, s1.loss_bbox: 0.0815, s1.loss_mask: 0.0808, s2.loss_cls: 0.0286, s2.acc: 95.6219, s2.loss_bbox: 0.0560, s2.loss_mask: 0.0383, loss: 0.8801 2022-06-09 10:26:18,678 - mmdet - INFO - Epoch [35][6750/7330] lr: 1.000e-06, eta: 3:15:24, time: 1.459, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0134, loss_rpn_bbox: 0.0203, loss_semantic_seg: 0.1297, s0.loss_cls: 0.1209, s0.acc: 95.3274, s0.loss_bbox: 0.0730, s0.loss_mask: 0.1698, s1.loss_cls: 0.0539, s1.acc: 95.8522, s1.loss_bbox: 0.0852, s1.loss_mask: 0.0809, s2.loss_cls: 0.0276, s2.acc: 95.8025, s2.loss_bbox: 0.0593, s2.loss_mask: 0.0386, loss: 0.8724 2022-06-09 10:27:32,260 - mmdet - INFO - Epoch [35][6800/7330] lr: 1.000e-06, eta: 3:14:10, time: 1.473, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0169, loss_rpn_bbox: 0.0229, loss_semantic_seg: 0.1368, s0.loss_cls: 0.1277, s0.acc: 95.1062, s0.loss_bbox: 0.0756, s0.loss_mask: 0.1750, s1.loss_cls: 0.0562, s1.acc: 95.7782, s1.loss_bbox: 0.0882, s1.loss_mask: 0.0831, s2.loss_cls: 0.0289, s2.acc: 95.6174, s2.loss_bbox: 0.0603, s2.loss_mask: 0.0394, loss: 0.9110 2022-06-09 10:28:46,518 - mmdet - INFO - Epoch [35][6850/7330] lr: 1.000e-06, eta: 3:12:56, time: 1.485, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0127, loss_rpn_bbox: 0.0214, loss_semantic_seg: 0.1306, s0.loss_cls: 0.1151, s0.acc: 95.6267, s0.loss_bbox: 0.0663, s0.loss_mask: 0.1652, s1.loss_cls: 0.0512, s1.acc: 96.1596, s1.loss_bbox: 0.0812, s1.loss_mask: 0.0788, s2.loss_cls: 0.0263, s2.acc: 95.9621, s2.loss_bbox: 0.0574, s2.loss_mask: 0.0377, loss: 0.8440 2022-06-09 10:30:00,420 - mmdet - INFO - Epoch [35][6900/7330] lr: 1.000e-06, eta: 3:11:42, time: 1.479, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0165, loss_rpn_bbox: 0.0223, loss_semantic_seg: 0.1259, s0.loss_cls: 0.1240, s0.acc: 95.2231, s0.loss_bbox: 0.0741, s0.loss_mask: 0.1750, s1.loss_cls: 0.0553, s1.acc: 95.7037, s1.loss_bbox: 0.0878, s1.loss_mask: 0.0828, s2.loss_cls: 0.0283, s2.acc: 95.5750, s2.loss_bbox: 0.0606, s2.loss_mask: 0.0392, loss: 0.8919 2022-06-09 10:31:14,511 - mmdet - INFO - Epoch [35][6950/7330] lr: 1.000e-06, eta: 3:10:28, time: 1.482, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0148, loss_rpn_bbox: 0.0222, loss_semantic_seg: 0.1354, s0.loss_cls: 0.1260, s0.acc: 95.2358, s0.loss_bbox: 0.0757, s0.loss_mask: 0.1746, s1.loss_cls: 0.0560, s1.acc: 95.8042, s1.loss_bbox: 0.0887, s1.loss_mask: 0.0826, s2.loss_cls: 0.0287, s2.acc: 95.7202, s2.loss_bbox: 0.0602, s2.loss_mask: 0.0391, loss: 0.9041 2022-06-09 10:32:27,907 - mmdet - INFO - Epoch [35][7000/7330] lr: 1.000e-06, eta: 3:09:14, time: 1.468, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0156, loss_rpn_bbox: 0.0240, loss_semantic_seg: 0.1276, s0.loss_cls: 0.1239, s0.acc: 95.2387, s0.loss_bbox: 0.0733, s0.loss_mask: 0.1718, s1.loss_cls: 0.0544, s1.acc: 95.8639, s1.loss_bbox: 0.0866, s1.loss_mask: 0.0818, s2.loss_cls: 0.0279, s2.acc: 95.7109, s2.loss_bbox: 0.0603, s2.loss_mask: 0.0389, loss: 0.8859 2022-06-09 10:33:41,273 - mmdet - INFO - Epoch [35][7050/7330] lr: 1.000e-06, eta: 3:08:00, time: 1.467, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0145, loss_rpn_bbox: 0.0214, loss_semantic_seg: 0.1340, s0.loss_cls: 0.1206, s0.acc: 95.4917, s0.loss_bbox: 0.0717, s0.loss_mask: 0.1709, s1.loss_cls: 0.0526, s1.acc: 96.1195, s1.loss_bbox: 0.0842, s1.loss_mask: 0.0813, s2.loss_cls: 0.0273, s2.acc: 95.8557, s2.loss_bbox: 0.0580, s2.loss_mask: 0.0387, loss: 0.8752 2022-06-09 10:34:54,509 - mmdet - INFO - Epoch [35][7100/7330] lr: 1.000e-06, eta: 3:06:46, time: 1.465, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0149, loss_rpn_bbox: 0.0211, loss_semantic_seg: 0.1325, s0.loss_cls: 0.1216, s0.acc: 95.3555, s0.loss_bbox: 0.0712, s0.loss_mask: 0.1737, s1.loss_cls: 0.0539, s1.acc: 95.9184, s1.loss_bbox: 0.0865, s1.loss_mask: 0.0833, s2.loss_cls: 0.0277, s2.acc: 95.6991, s2.loss_bbox: 0.0602, s2.loss_mask: 0.0396, loss: 0.8863 2022-06-09 10:36:06,864 - mmdet - INFO - Epoch [35][7150/7330] lr: 1.000e-06, eta: 3:05:31, time: 1.445, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0144, loss_rpn_bbox: 0.0215, loss_semantic_seg: 0.1325, s0.loss_cls: 0.1207, s0.acc: 95.4177, s0.loss_bbox: 0.0744, s0.loss_mask: 0.1727, s1.loss_cls: 0.0530, s1.acc: 96.0033, s1.loss_bbox: 0.0878, s1.loss_mask: 0.0821, s2.loss_cls: 0.0273, s2.acc: 95.8004, s2.loss_bbox: 0.0595, s2.loss_mask: 0.0391, loss: 0.8850 2022-06-09 10:37:19,481 - mmdet - INFO - Epoch [35][7200/7330] lr: 1.000e-06, eta: 3:04:17, time: 1.454, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0139, loss_rpn_bbox: 0.0210, loss_semantic_seg: 0.1338, s0.loss_cls: 0.1182, s0.acc: 95.4436, s0.loss_bbox: 0.0707, s0.loss_mask: 0.1693, s1.loss_cls: 0.0528, s1.acc: 96.0615, s1.loss_bbox: 0.0851, s1.loss_mask: 0.0804, s2.loss_cls: 0.0274, s2.acc: 95.8732, s2.loss_bbox: 0.0576, s2.loss_mask: 0.0383, loss: 0.8686 2022-06-09 10:38:32,264 - mmdet - INFO - Epoch [35][7250/7330] lr: 1.000e-06, eta: 3:03:03, time: 1.456, data_time: 0.020, memory: 64799, loss_rpn_cls: 0.0140, loss_rpn_bbox: 0.0205, loss_semantic_seg: 0.1322, s0.loss_cls: 0.1183, s0.acc: 95.4620, s0.loss_bbox: 0.0720, s0.loss_mask: 0.1703, s1.loss_cls: 0.0518, s1.acc: 96.0243, s1.loss_bbox: 0.0841, s1.loss_mask: 0.0805, s2.loss_cls: 0.0267, s2.acc: 95.8513, s2.loss_bbox: 0.0588, s2.loss_mask: 0.0384, loss: 0.8676 2022-06-09 10:39:45,616 - mmdet - INFO - Epoch [35][7300/7330] lr: 1.000e-06, eta: 3:01:49, time: 1.467, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0161, loss_rpn_bbox: 0.0216, loss_semantic_seg: 0.1269, s0.loss_cls: 0.1265, s0.acc: 95.2058, s0.loss_bbox: 0.0742, s0.loss_mask: 0.1727, s1.loss_cls: 0.0567, s1.acc: 95.7123, s1.loss_bbox: 0.0880, s1.loss_mask: 0.0820, s2.loss_cls: 0.0290, s2.acc: 95.5760, s2.loss_bbox: 0.0605, s2.loss_mask: 0.0390, loss: 0.8931 2022-06-09 10:40:50,653 - mmdet - INFO - Saving checkpoint at 35 epochs 2022-06-09 10:44:41,614 - mmdet - INFO - Evaluating bbox... 2022-06-09 10:45:24,082 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.584 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.771 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.641 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.441 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.622 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.724 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.741 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.741 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.741 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.617 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.776 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.862 2022-06-09 10:45:24,084 - mmdet - INFO - Evaluating segm... 2022-06-09 10:46:10,868 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.508 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.750 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.556 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.331 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 ] = 0.686 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.645 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.645 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.645 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.504 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 ] = 0.779 2022-06-09 10:46:11,641 - mmdet - INFO - Exp name: htc++_beit_adapter_v2_large_fpn_3x_coco.py 2022-06-09 10:46:11,643 - mmdet - INFO - Epoch(val) [35][313] bbox_mAP: 0.5840, bbox_mAP_50: 0.7710, bbox_mAP_75: 0.6410, bbox_mAP_s: 0.4410, bbox_mAP_m: 0.6220, bbox_mAP_l: 0.7240, bbox_mAP_copypaste: 0.584 0.771 0.641 0.441 0.622 0.724, segm_mAP: 0.5080, segm_mAP_50: 0.7500, segm_mAP_75: 0.5560, segm_mAP_s: 0.3310, segm_mAP_m: 0.5410, segm_mAP_l: 0.6860, segm_mAP_copypaste: 0.508 0.750 0.556 0.331 0.541 0.686 2022-06-09 10:51:48,317 - mmdet - INFO - Epoch [36][50/7330] lr: 1.000e-06, eta: 2:59:57, time: 6.733, data_time: 5.285, memory: 64799, loss_rpn_cls: 0.0133, loss_rpn_bbox: 0.0200, loss_semantic_seg: 0.1340, s0.loss_cls: 0.1211, s0.acc: 95.3943, s0.loss_bbox: 0.0708, s0.loss_mask: 0.1682, s1.loss_cls: 0.0540, s1.acc: 95.8702, s1.loss_bbox: 0.0852, s1.loss_mask: 0.0801, s2.loss_cls: 0.0282, s2.acc: 95.6823, s2.loss_bbox: 0.0596, s2.loss_mask: 0.0381, loss: 0.8726 2022-06-09 10:53:01,003 - mmdet - INFO - Epoch [36][100/7330] lr: 1.000e-06, eta: 2:58:42, time: 1.454, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0138, loss_rpn_bbox: 0.0213, loss_semantic_seg: 0.1264, s0.loss_cls: 0.1188, s0.acc: 95.4607, s0.loss_bbox: 0.0670, s0.loss_mask: 0.1665, s1.loss_cls: 0.0518, s1.acc: 96.0212, s1.loss_bbox: 0.0819, s1.loss_mask: 0.0795, s2.loss_cls: 0.0264, s2.acc: 95.8997, s2.loss_bbox: 0.0584, s2.loss_mask: 0.0379, loss: 0.8498 2022-06-09 10:54:13,921 - mmdet - INFO - Epoch [36][150/7330] lr: 1.000e-06, eta: 2:57:28, time: 1.458, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0139, loss_rpn_bbox: 0.0193, loss_semantic_seg: 0.1321, s0.loss_cls: 0.1130, s0.acc: 95.6248, s0.loss_bbox: 0.0683, s0.loss_mask: 0.1688, s1.loss_cls: 0.0498, s1.acc: 96.1343, s1.loss_bbox: 0.0828, s1.loss_mask: 0.0800, s2.loss_cls: 0.0261, s2.acc: 95.8584, s2.loss_bbox: 0.0577, s2.loss_mask: 0.0383, loss: 0.8501 2022-06-09 10:55:26,480 - mmdet - INFO - Epoch [36][200/7330] lr: 1.000e-06, eta: 2:56:14, time: 1.451, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0148, loss_rpn_bbox: 0.0224, loss_semantic_seg: 0.1306, s0.loss_cls: 0.1254, s0.acc: 95.2273, s0.loss_bbox: 0.0751, s0.loss_mask: 0.1737, s1.loss_cls: 0.0564, s1.acc: 95.6755, s1.loss_bbox: 0.0877, s1.loss_mask: 0.0825, s2.loss_cls: 0.0289, s2.acc: 95.4999, s2.loss_bbox: 0.0585, s2.loss_mask: 0.0391, loss: 0.8949 2022-06-09 10:56:40,031 - mmdet - INFO - Epoch [36][250/7330] lr: 1.000e-06, eta: 2:55:00, time: 1.471, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0139, loss_rpn_bbox: 0.0225, loss_semantic_seg: 0.1378, s0.loss_cls: 0.1258, s0.acc: 95.1914, s0.loss_bbox: 0.0733, s0.loss_mask: 0.1747, s1.loss_cls: 0.0556, s1.acc: 95.8819, s1.loss_bbox: 0.0871, s1.loss_mask: 0.0826, s2.loss_cls: 0.0285, s2.acc: 95.7412, s2.loss_bbox: 0.0605, s2.loss_mask: 0.0393, loss: 0.9016 2022-06-09 10:57:53,043 - mmdet - INFO - Epoch [36][300/7330] lr: 1.000e-06, eta: 2:53:46, time: 1.461, data_time: 0.020, memory: 64799, loss_rpn_cls: 0.0140, loss_rpn_bbox: 0.0212, loss_semantic_seg: 0.1264, s0.loss_cls: 0.1192, s0.acc: 95.4658, s0.loss_bbox: 0.0703, s0.loss_mask: 0.1691, s1.loss_cls: 0.0522, s1.acc: 96.0690, s1.loss_bbox: 0.0852, s1.loss_mask: 0.0803, s2.loss_cls: 0.0271, s2.acc: 95.7696, s2.loss_bbox: 0.0578, s2.loss_mask: 0.0384, loss: 0.8613 2022-06-09 10:59:05,513 - mmdet - INFO - Epoch [36][350/7330] lr: 1.000e-06, eta: 2:52:31, time: 1.450, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0157, loss_rpn_bbox: 0.0203, loss_semantic_seg: 0.1317, s0.loss_cls: 0.1247, s0.acc: 95.2263, s0.loss_bbox: 0.0745, s0.loss_mask: 0.1757, s1.loss_cls: 0.0553, s1.acc: 95.7630, s1.loss_bbox: 0.0881, s1.loss_mask: 0.0830, s2.loss_cls: 0.0281, s2.acc: 95.7208, s2.loss_bbox: 0.0609, s2.loss_mask: 0.0397, loss: 0.8977 2022-06-09 11:00:18,838 - mmdet - INFO - Epoch [36][400/7330] lr: 1.000e-06, eta: 2:51:17, time: 1.466, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0152, loss_rpn_bbox: 0.0227, loss_semantic_seg: 0.1375, s0.loss_cls: 0.1263, s0.acc: 95.2075, s0.loss_bbox: 0.0775, s0.loss_mask: 0.1751, s1.loss_cls: 0.0558, s1.acc: 95.8324, s1.loss_bbox: 0.0906, s1.loss_mask: 0.0829, s2.loss_cls: 0.0289, s2.acc: 95.6324, s2.loss_bbox: 0.0624, s2.loss_mask: 0.0392, loss: 0.9143 2022-06-09 11:01:32,414 - mmdet - INFO - Exp name: htc++_beit_adapter_v2_large_fpn_3x_coco.py 2022-06-09 11:01:32,418 - mmdet - INFO - Epoch [36][450/7330] lr: 1.000e-06, eta: 2:50:03, time: 1.472, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0154, loss_rpn_bbox: 0.0220, loss_semantic_seg: 0.1361, s0.loss_cls: 0.1265, s0.acc: 95.1606, s0.loss_bbox: 0.0725, s0.loss_mask: 0.1732, s1.loss_cls: 0.0570, s1.acc: 95.6904, s1.loss_bbox: 0.0853, s1.loss_mask: 0.0825, s2.loss_cls: 0.0297, s2.acc: 95.3849, s2.loss_bbox: 0.0585, s2.loss_mask: 0.0391, loss: 0.8978 2022-06-09 11:02:45,517 - mmdet - INFO - Epoch [36][500/7330] lr: 1.000e-06, eta: 2:48:49, time: 1.462, data_time: 0.020, memory: 64799, loss_rpn_cls: 0.0138, loss_rpn_bbox: 0.0208, loss_semantic_seg: 0.1370, s0.loss_cls: 0.1228, s0.acc: 95.2942, s0.loss_bbox: 0.0739, s0.loss_mask: 0.1689, s1.loss_cls: 0.0550, s1.acc: 95.8734, s1.loss_bbox: 0.0866, s1.loss_mask: 0.0805, s2.loss_cls: 0.0284, s2.acc: 95.6741, s2.loss_bbox: 0.0583, s2.loss_mask: 0.0380, loss: 0.8840 2022-06-09 11:03:58,757 - mmdet - INFO - Epoch [36][550/7330] lr: 1.000e-06, eta: 2:47:35, time: 1.464, data_time: 0.025, memory: 64799, loss_rpn_cls: 0.0142, loss_rpn_bbox: 0.0205, loss_semantic_seg: 0.1310, s0.loss_cls: 0.1176, s0.acc: 95.5256, s0.loss_bbox: 0.0704, s0.loss_mask: 0.1728, s1.loss_cls: 0.0525, s1.acc: 96.0436, s1.loss_bbox: 0.0836, s1.loss_mask: 0.0818, s2.loss_cls: 0.0267, s2.acc: 95.8755, s2.loss_bbox: 0.0580, s2.loss_mask: 0.0390, loss: 0.8683 2022-06-09 11:05:11,075 - mmdet - INFO - Epoch [36][600/7330] lr: 1.000e-06, eta: 2:46:20, time: 1.447, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0154, loss_rpn_bbox: 0.0208, loss_semantic_seg: 0.1310, s0.loss_cls: 0.1224, s0.acc: 95.3140, s0.loss_bbox: 0.0713, s0.loss_mask: 0.1720, s1.loss_cls: 0.0543, s1.acc: 95.8627, s1.loss_bbox: 0.0852, s1.loss_mask: 0.0814, s2.loss_cls: 0.0282, s2.acc: 95.6532, s2.loss_bbox: 0.0588, s2.loss_mask: 0.0385, loss: 0.8791 2022-06-09 11:06:24,698 - mmdet - INFO - Epoch [36][650/7330] lr: 1.000e-06, eta: 2:45:06, time: 1.472, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0151, loss_rpn_bbox: 0.0212, loss_semantic_seg: 0.1306, s0.loss_cls: 0.1205, s0.acc: 95.3552, s0.loss_bbox: 0.0686, s0.loss_mask: 0.1717, s1.loss_cls: 0.0536, s1.acc: 95.8637, s1.loss_bbox: 0.0833, s1.loss_mask: 0.0819, s2.loss_cls: 0.0280, s2.acc: 95.6882, s2.loss_bbox: 0.0582, s2.loss_mask: 0.0390, loss: 0.8717 2022-06-09 11:07:37,776 - mmdet - INFO - Epoch [36][700/7330] lr: 1.000e-06, eta: 2:43:52, time: 1.462, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0158, loss_rpn_bbox: 0.0215, loss_semantic_seg: 0.1336, s0.loss_cls: 0.1229, s0.acc: 95.2219, s0.loss_bbox: 0.0729, s0.loss_mask: 0.1752, s1.loss_cls: 0.0560, s1.acc: 95.6739, s1.loss_bbox: 0.0848, s1.loss_mask: 0.0825, s2.loss_cls: 0.0285, s2.acc: 95.5701, s2.loss_bbox: 0.0590, s2.loss_mask: 0.0394, loss: 0.8920 2022-06-09 11:08:51,211 - mmdet - INFO - Epoch [36][750/7330] lr: 1.000e-06, eta: 2:42:38, time: 1.469, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0172, loss_rpn_bbox: 0.0229, loss_semantic_seg: 0.1248, s0.loss_cls: 0.1321, s0.acc: 95.0385, s0.loss_bbox: 0.0782, s0.loss_mask: 0.1782, s1.loss_cls: 0.0591, s1.acc: 95.5715, s1.loss_bbox: 0.0904, s1.loss_mask: 0.0838, s2.loss_cls: 0.0303, s2.acc: 95.4734, s2.loss_bbox: 0.0617, s2.loss_mask: 0.0398, loss: 0.9185 2022-06-09 11:10:04,284 - mmdet - INFO - Epoch [36][800/7330] lr: 1.000e-06, eta: 2:41:24, time: 1.461, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0144, loss_rpn_bbox: 0.0206, loss_semantic_seg: 0.1315, s0.loss_cls: 0.1224, s0.acc: 95.3391, s0.loss_bbox: 0.0718, s0.loss_mask: 0.1711, s1.loss_cls: 0.0537, s1.acc: 95.8682, s1.loss_bbox: 0.0883, s1.loss_mask: 0.0813, s2.loss_cls: 0.0283, s2.acc: 95.6806, s2.loss_bbox: 0.0611, s2.loss_mask: 0.0389, loss: 0.8833 2022-06-09 11:11:17,264 - mmdet - INFO - Epoch [36][850/7330] lr: 1.000e-06, eta: 2:40:10, time: 1.460, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0133, loss_rpn_bbox: 0.0203, loss_semantic_seg: 0.1300, s0.loss_cls: 0.1183, s0.acc: 95.4587, s0.loss_bbox: 0.0704, s0.loss_mask: 0.1707, s1.loss_cls: 0.0523, s1.acc: 96.0427, s1.loss_bbox: 0.0837, s1.loss_mask: 0.0814, s2.loss_cls: 0.0274, s2.acc: 95.7876, s2.loss_bbox: 0.0569, s2.loss_mask: 0.0385, loss: 0.8632 2022-06-09 11:12:30,943 - mmdet - INFO - Epoch [36][900/7330] lr: 1.000e-06, eta: 2:38:55, time: 1.473, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0138, loss_rpn_bbox: 0.0227, loss_semantic_seg: 0.1284, s0.loss_cls: 0.1215, s0.acc: 95.2979, s0.loss_bbox: 0.0742, s0.loss_mask: 0.1705, s1.loss_cls: 0.0535, s1.acc: 95.8094, s1.loss_bbox: 0.0874, s1.loss_mask: 0.0808, s2.loss_cls: 0.0276, s2.acc: 95.6505, s2.loss_bbox: 0.0589, s2.loss_mask: 0.0381, loss: 0.8773 2022-06-09 11:13:44,507 - mmdet - INFO - Epoch [36][950/7330] lr: 1.000e-06, eta: 2:37:41, time: 1.470, data_time: 0.020, memory: 64799, loss_rpn_cls: 0.0133, loss_rpn_bbox: 0.0205, loss_semantic_seg: 0.1302, s0.loss_cls: 0.1223, s0.acc: 95.3137, s0.loss_bbox: 0.0728, s0.loss_mask: 0.1731, s1.loss_cls: 0.0549, s1.acc: 95.8560, s1.loss_bbox: 0.0886, s1.loss_mask: 0.0823, s2.loss_cls: 0.0282, s2.acc: 95.6922, s2.loss_bbox: 0.0609, s2.loss_mask: 0.0391, loss: 0.8863 2022-06-09 11:14:57,324 - mmdet - INFO - Epoch [36][1000/7330] lr: 1.000e-06, eta: 2:36:27, time: 1.458, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0156, loss_rpn_bbox: 0.0229, loss_semantic_seg: 0.1333, s0.loss_cls: 0.1230, s0.acc: 95.2853, s0.loss_bbox: 0.0735, s0.loss_mask: 0.1689, s1.loss_cls: 0.0555, s1.acc: 95.7850, s1.loss_bbox: 0.0864, s1.loss_mask: 0.0798, s2.loss_cls: 0.0282, s2.acc: 95.6561, s2.loss_bbox: 0.0583, s2.loss_mask: 0.0377, loss: 0.8832 2022-06-09 11:16:10,803 - mmdet - INFO - Epoch [36][1050/7330] lr: 1.000e-06, eta: 2:35:13, time: 1.470, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0144, loss_rpn_bbox: 0.0219, loss_semantic_seg: 0.1362, s0.loss_cls: 0.1222, s0.acc: 95.3040, s0.loss_bbox: 0.0743, s0.loss_mask: 0.1744, s1.loss_cls: 0.0545, s1.acc: 95.8581, s1.loss_bbox: 0.0868, s1.loss_mask: 0.0828, s2.loss_cls: 0.0282, s2.acc: 95.6368, s2.loss_bbox: 0.0612, s2.loss_mask: 0.0396, loss: 0.8966 2022-06-09 11:17:23,474 - mmdet - INFO - Epoch [36][1100/7330] lr: 1.000e-06, eta: 2:33:59, time: 1.453, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0136, loss_rpn_bbox: 0.0204, loss_semantic_seg: 0.1356, s0.loss_cls: 0.1187, s0.acc: 95.4307, s0.loss_bbox: 0.0713, s0.loss_mask: 0.1726, s1.loss_cls: 0.0520, s1.acc: 95.9871, s1.loss_bbox: 0.0859, s1.loss_mask: 0.0825, s2.loss_cls: 0.0273, s2.acc: 95.7839, s2.loss_bbox: 0.0581, s2.loss_mask: 0.0392, loss: 0.8770 2022-06-09 11:18:36,181 - mmdet - INFO - Epoch [36][1150/7330] lr: 1.000e-06, eta: 2:32:45, time: 1.452, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0129, loss_rpn_bbox: 0.0213, loss_semantic_seg: 0.1287, s0.loss_cls: 0.1222, s0.acc: 95.3276, s0.loss_bbox: 0.0717, s0.loss_mask: 0.1679, s1.loss_cls: 0.0547, s1.acc: 95.8349, s1.loss_bbox: 0.0849, s1.loss_mask: 0.0800, s2.loss_cls: 0.0281, s2.acc: 95.7088, s2.loss_bbox: 0.0575, s2.loss_mask: 0.0380, loss: 0.8681 2022-06-09 11:19:49,523 - mmdet - INFO - Epoch [36][1200/7330] lr: 1.000e-06, eta: 2:31:30, time: 1.469, data_time: 0.021, memory: 64799, loss_rpn_cls: 0.0147, loss_rpn_bbox: 0.0208, loss_semantic_seg: 0.1341, s0.loss_cls: 0.1261, s0.acc: 95.1604, s0.loss_bbox: 0.0738, s0.loss_mask: 0.1774, s1.loss_cls: 0.0564, s1.acc: 95.6244, s1.loss_bbox: 0.0875, s1.loss_mask: 0.0848, s2.loss_cls: 0.0288, s2.acc: 95.4756, s2.loss_bbox: 0.0606, s2.loss_mask: 0.0403, loss: 0.9054 2022-06-09 11:21:03,004 - mmdet - INFO - Epoch [36][1250/7330] lr: 1.000e-06, eta: 2:30:16, time: 1.469, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0151, loss_rpn_bbox: 0.0213, loss_semantic_seg: 0.1334, s0.loss_cls: 0.1212, s0.acc: 95.3538, s0.loss_bbox: 0.0714, s0.loss_mask: 0.1728, s1.loss_cls: 0.0537, s1.acc: 95.8672, s1.loss_bbox: 0.0859, s1.loss_mask: 0.0821, s2.loss_cls: 0.0274, s2.acc: 95.7037, s2.loss_bbox: 0.0593, s2.loss_mask: 0.0390, loss: 0.8826 2022-06-09 11:22:17,093 - mmdet - INFO - Epoch [36][1300/7330] lr: 1.000e-06, eta: 2:29:02, time: 1.482, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0143, loss_rpn_bbox: 0.0207, loss_semantic_seg: 0.1381, s0.loss_cls: 0.1227, s0.acc: 95.3389, s0.loss_bbox: 0.0746, s0.loss_mask: 0.1719, s1.loss_cls: 0.0540, s1.acc: 95.8926, s1.loss_bbox: 0.0871, s1.loss_mask: 0.0813, s2.loss_cls: 0.0275, s2.acc: 95.7565, s2.loss_bbox: 0.0603, s2.loss_mask: 0.0385, loss: 0.8910 2022-06-09 11:23:30,239 - mmdet - INFO - Epoch [36][1350/7330] lr: 1.000e-06, eta: 2:27:48, time: 1.463, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0144, loss_rpn_bbox: 0.0206, loss_semantic_seg: 0.1333, s0.loss_cls: 0.1272, s0.acc: 95.2654, s0.loss_bbox: 0.0748, s0.loss_mask: 0.1710, s1.loss_cls: 0.0570, s1.acc: 95.7214, s1.loss_bbox: 0.0884, s1.loss_mask: 0.0812, s2.loss_cls: 0.0294, s2.acc: 95.4802, s2.loss_bbox: 0.0596, s2.loss_mask: 0.0384, loss: 0.8952 2022-06-09 11:24:43,528 - mmdet - INFO - Epoch [36][1400/7330] lr: 1.000e-06, eta: 2:26:34, time: 1.466, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0135, loss_rpn_bbox: 0.0207, loss_semantic_seg: 0.1275, s0.loss_cls: 0.1141, s0.acc: 95.6277, s0.loss_bbox: 0.0682, s0.loss_mask: 0.1733, s1.loss_cls: 0.0500, s1.acc: 96.1870, s1.loss_bbox: 0.0822, s1.loss_mask: 0.0821, s2.loss_cls: 0.0254, s2.acc: 96.1032, s2.loss_bbox: 0.0562, s2.loss_mask: 0.0392, loss: 0.8523 2022-06-09 11:25:56,691 - mmdet - INFO - Exp name: htc++_beit_adapter_v2_large_fpn_3x_coco.py 2022-06-09 11:25:56,693 - mmdet - INFO - Epoch [36][1450/7330] lr: 1.000e-06, eta: 2:25:20, time: 1.463, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0144, loss_rpn_bbox: 0.0199, loss_semantic_seg: 0.1325, s0.loss_cls: 0.1213, s0.acc: 95.4397, s0.loss_bbox: 0.0705, s0.loss_mask: 0.1726, s1.loss_cls: 0.0539, s1.acc: 95.9927, s1.loss_bbox: 0.0838, s1.loss_mask: 0.0825, s2.loss_cls: 0.0275, s2.acc: 95.8872, s2.loss_bbox: 0.0588, s2.loss_mask: 0.0392, loss: 0.8770 2022-06-09 11:27:09,966 - mmdet - INFO - Epoch [36][1500/7330] lr: 1.000e-06, eta: 2:24:05, time: 1.466, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0141, loss_rpn_bbox: 0.0216, loss_semantic_seg: 0.1320, s0.loss_cls: 0.1176, s0.acc: 95.4814, s0.loss_bbox: 0.0703, s0.loss_mask: 0.1696, s1.loss_cls: 0.0529, s1.acc: 95.9579, s1.loss_bbox: 0.0846, s1.loss_mask: 0.0803, s2.loss_cls: 0.0270, s2.acc: 95.7509, s2.loss_bbox: 0.0583, s2.loss_mask: 0.0381, loss: 0.8664 2022-06-09 11:28:23,241 - mmdet - INFO - Epoch [36][1550/7330] lr: 1.000e-06, eta: 2:22:51, time: 1.466, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0151, loss_rpn_bbox: 0.0207, loss_semantic_seg: 0.1372, s0.loss_cls: 0.1255, s0.acc: 95.1936, s0.loss_bbox: 0.0708, s0.loss_mask: 0.1698, s1.loss_cls: 0.0562, s1.acc: 95.6868, s1.loss_bbox: 0.0848, s1.loss_mask: 0.0807, s2.loss_cls: 0.0287, s2.acc: 95.5604, s2.loss_bbox: 0.0592, s2.loss_mask: 0.0385, loss: 0.8871 2022-06-09 11:29:36,982 - mmdet - INFO - Epoch [36][1600/7330] lr: 1.000e-06, eta: 2:21:37, time: 1.475, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0149, loss_rpn_bbox: 0.0219, loss_semantic_seg: 0.1319, s0.loss_cls: 0.1183, s0.acc: 95.4846, s0.loss_bbox: 0.0709, s0.loss_mask: 0.1718, s1.loss_cls: 0.0519, s1.acc: 96.0817, s1.loss_bbox: 0.0862, s1.loss_mask: 0.0812, s2.loss_cls: 0.0270, s2.acc: 95.8745, s2.loss_bbox: 0.0589, s2.loss_mask: 0.0384, loss: 0.8733 2022-06-09 11:30:50,619 - mmdet - INFO - Epoch [36][1650/7330] lr: 1.000e-06, eta: 2:20:23, time: 1.473, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0133, loss_rpn_bbox: 0.0212, loss_semantic_seg: 0.1325, s0.loss_cls: 0.1192, s0.acc: 95.4931, s0.loss_bbox: 0.0711, s0.loss_mask: 0.1695, s1.loss_cls: 0.0515, s1.acc: 96.1131, s1.loss_bbox: 0.0842, s1.loss_mask: 0.0804, s2.loss_cls: 0.0265, s2.acc: 96.0327, s2.loss_bbox: 0.0587, s2.loss_mask: 0.0386, loss: 0.8668 2022-06-09 11:32:03,487 - mmdet - INFO - Epoch [36][1700/7330] lr: 1.000e-06, eta: 2:19:09, time: 1.457, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0152, loss_rpn_bbox: 0.0212, loss_semantic_seg: 0.1250, s0.loss_cls: 0.1281, s0.acc: 95.1580, s0.loss_bbox: 0.0775, s0.loss_mask: 0.1806, s1.loss_cls: 0.0572, s1.acc: 95.7391, s1.loss_bbox: 0.0912, s1.loss_mask: 0.0856, s2.loss_cls: 0.0295, s2.acc: 95.4906, s2.loss_bbox: 0.0621, s2.loss_mask: 0.0405, loss: 0.9137 2022-06-09 11:33:16,365 - mmdet - INFO - Epoch [36][1750/7330] lr: 1.000e-06, eta: 2:17:55, time: 1.458, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0160, loss_rpn_bbox: 0.0225, loss_semantic_seg: 0.1317, s0.loss_cls: 0.1259, s0.acc: 95.1052, s0.loss_bbox: 0.0760, s0.loss_mask: 0.1736, s1.loss_cls: 0.0566, s1.acc: 95.5739, s1.loss_bbox: 0.0891, s1.loss_mask: 0.0820, s2.loss_cls: 0.0290, s2.acc: 95.3213, s2.loss_bbox: 0.0606, s2.loss_mask: 0.0386, loss: 0.9016 2022-06-09 11:34:29,358 - mmdet - INFO - Epoch [36][1800/7330] lr: 1.000e-06, eta: 2:16:40, time: 1.460, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0151, loss_rpn_bbox: 0.0205, loss_semantic_seg: 0.1324, s0.loss_cls: 0.1204, s0.acc: 95.4197, s0.loss_bbox: 0.0710, s0.loss_mask: 0.1632, s1.loss_cls: 0.0528, s1.acc: 95.9492, s1.loss_bbox: 0.0844, s1.loss_mask: 0.0775, s2.loss_cls: 0.0272, s2.acc: 95.8163, s2.loss_bbox: 0.0591, s2.loss_mask: 0.0370, loss: 0.8605 2022-06-09 11:35:42,275 - mmdet - INFO - Epoch [36][1850/7330] lr: 1.000e-06, eta: 2:15:26, time: 1.456, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0139, loss_rpn_bbox: 0.0205, loss_semantic_seg: 0.1317, s0.loss_cls: 0.1180, s0.acc: 95.4717, s0.loss_bbox: 0.0699, s0.loss_mask: 0.1739, s1.loss_cls: 0.0531, s1.acc: 95.9832, s1.loss_bbox: 0.0837, s1.loss_mask: 0.0827, s2.loss_cls: 0.0273, s2.acc: 95.7430, s2.loss_bbox: 0.0584, s2.loss_mask: 0.0395, loss: 0.8726 2022-06-09 11:36:55,604 - mmdet - INFO - Epoch [36][1900/7330] lr: 1.000e-06, eta: 2:14:12, time: 1.468, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0144, loss_rpn_bbox: 0.0211, loss_semantic_seg: 0.1319, s0.loss_cls: 0.1227, s0.acc: 95.3811, s0.loss_bbox: 0.0747, s0.loss_mask: 0.1719, s1.loss_cls: 0.0545, s1.acc: 95.8567, s1.loss_bbox: 0.0883, s1.loss_mask: 0.0817, s2.loss_cls: 0.0274, s2.acc: 95.7748, s2.loss_bbox: 0.0604, s2.loss_mask: 0.0389, loss: 0.8877 2022-06-09 11:38:08,963 - mmdet - INFO - Epoch [36][1950/7330] lr: 1.000e-06, eta: 2:12:58, time: 1.465, data_time: 0.020, memory: 64799, loss_rpn_cls: 0.0141, loss_rpn_bbox: 0.0230, loss_semantic_seg: 0.1324, s0.loss_cls: 0.1230, s0.acc: 95.2258, s0.loss_bbox: 0.0729, s0.loss_mask: 0.1709, s1.loss_cls: 0.0543, s1.acc: 95.7725, s1.loss_bbox: 0.0868, s1.loss_mask: 0.0812, s2.loss_cls: 0.0282, s2.acc: 95.5893, s2.loss_bbox: 0.0600, s2.loss_mask: 0.0387, loss: 0.8854 2022-06-09 11:39:22,334 - mmdet - INFO - Epoch [36][2000/7330] lr: 1.000e-06, eta: 2:11:44, time: 1.469, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0152, loss_rpn_bbox: 0.0207, loss_semantic_seg: 0.1384, s0.loss_cls: 0.1253, s0.acc: 95.1919, s0.loss_bbox: 0.0756, s0.loss_mask: 0.1749, s1.loss_cls: 0.0552, s1.acc: 95.7549, s1.loss_bbox: 0.0895, s1.loss_mask: 0.0837, s2.loss_cls: 0.0281, s2.acc: 95.6167, s2.loss_bbox: 0.0615, s2.loss_mask: 0.0398, loss: 0.9078 2022-06-09 11:40:36,445 - mmdet - INFO - Epoch [36][2050/7330] lr: 1.000e-06, eta: 2:10:30, time: 1.482, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0176, loss_rpn_bbox: 0.0224, loss_semantic_seg: 0.1286, s0.loss_cls: 0.1263, s0.acc: 95.1851, s0.loss_bbox: 0.0751, s0.loss_mask: 0.1721, s1.loss_cls: 0.0555, s1.acc: 95.8026, s1.loss_bbox: 0.0901, s1.loss_mask: 0.0817, s2.loss_cls: 0.0287, s2.acc: 95.5991, s2.loss_bbox: 0.0627, s2.loss_mask: 0.0389, loss: 0.8997 2022-06-09 11:41:50,077 - mmdet - INFO - Epoch [36][2100/7330] lr: 1.000e-06, eta: 2:09:15, time: 1.473, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0161, loss_rpn_bbox: 0.0232, loss_semantic_seg: 0.1296, s0.loss_cls: 0.1227, s0.acc: 95.2876, s0.loss_bbox: 0.0727, s0.loss_mask: 0.1732, s1.loss_cls: 0.0552, s1.acc: 95.8097, s1.loss_bbox: 0.0855, s1.loss_mask: 0.0824, s2.loss_cls: 0.0284, s2.acc: 95.6232, s2.loss_bbox: 0.0584, s2.loss_mask: 0.0391, loss: 0.8866 2022-06-09 11:43:04,049 - mmdet - INFO - Epoch [36][2150/7330] lr: 1.000e-06, eta: 2:08:01, time: 1.477, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0146, loss_rpn_bbox: 0.0226, loss_semantic_seg: 0.1365, s0.loss_cls: 0.1293, s0.acc: 95.0735, s0.loss_bbox: 0.0765, s0.loss_mask: 0.1737, s1.loss_cls: 0.0575, s1.acc: 95.6610, s1.loss_bbox: 0.0904, s1.loss_mask: 0.0824, s2.loss_cls: 0.0291, s2.acc: 95.4970, s2.loss_bbox: 0.0631, s2.loss_mask: 0.0391, loss: 0.9147 2022-06-09 11:44:17,401 - mmdet - INFO - Epoch [36][2200/7330] lr: 1.000e-06, eta: 2:06:47, time: 1.469, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0144, loss_rpn_bbox: 0.0214, loss_semantic_seg: 0.1344, s0.loss_cls: 0.1276, s0.acc: 95.0850, s0.loss_bbox: 0.0769, s0.loss_mask: 0.1748, s1.loss_cls: 0.0579, s1.acc: 95.5700, s1.loss_bbox: 0.0893, s1.loss_mask: 0.0827, s2.loss_cls: 0.0296, s2.acc: 95.3597, s2.loss_bbox: 0.0599, s2.loss_mask: 0.0393, loss: 0.9081 2022-06-09 11:45:30,852 - mmdet - INFO - Epoch [36][2250/7330] lr: 1.000e-06, eta: 2:05:33, time: 1.469, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0145, loss_rpn_bbox: 0.0221, loss_semantic_seg: 0.1395, s0.loss_cls: 0.1246, s0.acc: 95.1755, s0.loss_bbox: 0.0725, s0.loss_mask: 0.1715, s1.loss_cls: 0.0561, s1.acc: 95.6751, s1.loss_bbox: 0.0860, s1.loss_mask: 0.0811, s2.loss_cls: 0.0287, s2.acc: 95.5546, s2.loss_bbox: 0.0609, s2.loss_mask: 0.0386, loss: 0.8962 2022-06-09 11:46:43,653 - mmdet - INFO - Epoch [36][2300/7330] lr: 1.000e-06, eta: 2:04:19, time: 1.456, data_time: 0.021, memory: 64799, loss_rpn_cls: 0.0132, loss_rpn_bbox: 0.0208, loss_semantic_seg: 0.1319, s0.loss_cls: 0.1229, s0.acc: 95.3521, s0.loss_bbox: 0.0702, s0.loss_mask: 0.1725, s1.loss_cls: 0.0555, s1.acc: 95.8250, s1.loss_bbox: 0.0858, s1.loss_mask: 0.0824, s2.loss_cls: 0.0293, s2.acc: 95.5334, s2.loss_bbox: 0.0581, s2.loss_mask: 0.0390, loss: 0.8817 2022-06-09 11:47:56,211 - mmdet - INFO - Epoch [36][2350/7330] lr: 1.000e-06, eta: 2:03:05, time: 1.451, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0150, loss_rpn_bbox: 0.0211, loss_semantic_seg: 0.1356, s0.loss_cls: 0.1204, s0.acc: 95.4116, s0.loss_bbox: 0.0743, s0.loss_mask: 0.1757, s1.loss_cls: 0.0537, s1.acc: 95.8938, s1.loss_bbox: 0.0864, s1.loss_mask: 0.0826, s2.loss_cls: 0.0278, s2.acc: 95.6999, s2.loss_bbox: 0.0579, s2.loss_mask: 0.0391, loss: 0.8894 2022-06-09 11:49:08,956 - mmdet - INFO - Epoch [36][2400/7330] lr: 1.000e-06, eta: 2:01:50, time: 1.455, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0144, loss_rpn_bbox: 0.0197, loss_semantic_seg: 0.1330, s0.loss_cls: 0.1180, s0.acc: 95.4840, s0.loss_bbox: 0.0700, s0.loss_mask: 0.1716, s1.loss_cls: 0.0533, s1.acc: 95.9815, s1.loss_bbox: 0.0846, s1.loss_mask: 0.0812, s2.loss_cls: 0.0274, s2.acc: 95.7630, s2.loss_bbox: 0.0589, s2.loss_mask: 0.0390, loss: 0.8709 2022-06-09 11:50:22,139 - mmdet - INFO - Exp name: htc++_beit_adapter_v2_large_fpn_3x_coco.py 2022-06-09 11:50:22,140 - mmdet - INFO - Epoch [36][2450/7330] lr: 1.000e-06, eta: 2:00:36, time: 1.463, data_time: 0.011, memory: 64799, loss_rpn_cls: 0.0161, loss_rpn_bbox: 0.0216, loss_semantic_seg: 0.1329, s0.loss_cls: 0.1303, s0.acc: 95.0403, s0.loss_bbox: 0.0756, s0.loss_mask: 0.1756, s1.loss_cls: 0.0590, s1.acc: 95.5865, s1.loss_bbox: 0.0900, s1.loss_mask: 0.0834, s2.loss_cls: 0.0301, s2.acc: 95.3090, s2.loss_bbox: 0.0621, s2.loss_mask: 0.0395, loss: 0.9161 2022-06-09 11:51:35,788 - mmdet - INFO - Epoch [36][2500/7330] lr: 1.000e-06, eta: 1:59:22, time: 1.473, data_time: 0.020, memory: 64799, loss_rpn_cls: 0.0138, loss_rpn_bbox: 0.0212, loss_semantic_seg: 0.1318, s0.loss_cls: 0.1179, s0.acc: 95.5332, s0.loss_bbox: 0.0722, s0.loss_mask: 0.1718, s1.loss_cls: 0.0509, s1.acc: 96.1434, s1.loss_bbox: 0.0857, s1.loss_mask: 0.0812, s2.loss_cls: 0.0262, s2.acc: 95.9258, s2.loss_bbox: 0.0597, s2.loss_mask: 0.0387, loss: 0.8710 2022-06-09 11:52:49,089 - mmdet - INFO - Epoch [36][2550/7330] lr: 1.000e-06, eta: 1:58:08, time: 1.466, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0156, loss_rpn_bbox: 0.0210, loss_semantic_seg: 0.1319, s0.loss_cls: 0.1303, s0.acc: 95.0745, s0.loss_bbox: 0.0762, s0.loss_mask: 0.1774, s1.loss_cls: 0.0581, s1.acc: 95.6719, s1.loss_bbox: 0.0912, s1.loss_mask: 0.0840, s2.loss_cls: 0.0301, s2.acc: 95.4582, s2.loss_bbox: 0.0611, s2.loss_mask: 0.0397, loss: 0.9166 2022-06-09 11:54:01,764 - mmdet - INFO - Epoch [36][2600/7330] lr: 1.000e-06, eta: 1:56:54, time: 1.453, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0138, loss_rpn_bbox: 0.0208, loss_semantic_seg: 0.1335, s0.loss_cls: 0.1216, s0.acc: 95.3401, s0.loss_bbox: 0.0707, s0.loss_mask: 0.1744, s1.loss_cls: 0.0539, s1.acc: 95.9258, s1.loss_bbox: 0.0851, s1.loss_mask: 0.0828, s2.loss_cls: 0.0279, s2.acc: 95.7648, s2.loss_bbox: 0.0582, s2.loss_mask: 0.0393, loss: 0.8819 2022-06-09 11:55:14,902 - mmdet - INFO - Epoch [36][2650/7330] lr: 1.000e-06, eta: 1:55:40, time: 1.463, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0140, loss_rpn_bbox: 0.0209, loss_semantic_seg: 0.1259, s0.loss_cls: 0.1205, s0.acc: 95.4185, s0.loss_bbox: 0.0688, s0.loss_mask: 0.1656, s1.loss_cls: 0.0512, s1.acc: 96.1288, s1.loss_bbox: 0.0821, s1.loss_mask: 0.0787, s2.loss_cls: 0.0264, s2.acc: 95.9852, s2.loss_bbox: 0.0567, s2.loss_mask: 0.0373, loss: 0.8481 2022-06-09 11:56:27,621 - mmdet - INFO - Epoch [36][2700/7330] lr: 1.000e-06, eta: 1:54:25, time: 1.454, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0148, loss_rpn_bbox: 0.0206, loss_semantic_seg: 0.1292, s0.loss_cls: 0.1195, s0.acc: 95.4939, s0.loss_bbox: 0.0703, s0.loss_mask: 0.1702, s1.loss_cls: 0.0535, s1.acc: 96.0168, s1.loss_bbox: 0.0824, s1.loss_mask: 0.0808, s2.loss_cls: 0.0271, s2.acc: 95.8863, s2.loss_bbox: 0.0563, s2.loss_mask: 0.0383, loss: 0.8629 2022-06-09 11:57:41,904 - mmdet - INFO - Epoch [36][2750/7330] lr: 1.000e-06, eta: 1:53:11, time: 1.485, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0151, loss_rpn_bbox: 0.0220, loss_semantic_seg: 0.1310, s0.loss_cls: 0.1183, s0.acc: 95.5139, s0.loss_bbox: 0.0703, s0.loss_mask: 0.1658, s1.loss_cls: 0.0520, s1.acc: 96.0889, s1.loss_bbox: 0.0829, s1.loss_mask: 0.0780, s2.loss_cls: 0.0261, s2.acc: 95.9959, s2.loss_bbox: 0.0571, s2.loss_mask: 0.0370, loss: 0.8555 2022-06-09 11:58:54,511 - mmdet - INFO - Epoch [36][2800/7330] lr: 1.000e-06, eta: 1:51:57, time: 1.453, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0134, loss_rpn_bbox: 0.0203, loss_semantic_seg: 0.1326, s0.loss_cls: 0.1144, s0.acc: 95.6274, s0.loss_bbox: 0.0665, s0.loss_mask: 0.1678, s1.loss_cls: 0.0505, s1.acc: 96.1485, s1.loss_bbox: 0.0818, s1.loss_mask: 0.0802, s2.loss_cls: 0.0260, s2.acc: 95.9415, s2.loss_bbox: 0.0581, s2.loss_mask: 0.0382, loss: 0.8498 2022-06-09 12:00:09,363 - mmdet - INFO - Epoch [36][2850/7330] lr: 1.000e-06, eta: 1:50:43, time: 1.497, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0152, loss_rpn_bbox: 0.0219, loss_semantic_seg: 0.1303, s0.loss_cls: 0.1276, s0.acc: 95.0684, s0.loss_bbox: 0.0723, s0.loss_mask: 0.1741, s1.loss_cls: 0.0573, s1.acc: 95.6417, s1.loss_bbox: 0.0876, s1.loss_mask: 0.0827, s2.loss_cls: 0.0298, s2.acc: 95.3504, s2.loss_bbox: 0.0592, s2.loss_mask: 0.0394, loss: 0.8975 2022-06-09 12:01:22,996 - mmdet - INFO - Epoch [36][2900/7330] lr: 1.000e-06, eta: 1:49:29, time: 1.473, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0146, loss_rpn_bbox: 0.0218, loss_semantic_seg: 0.1329, s0.loss_cls: 0.1244, s0.acc: 95.2964, s0.loss_bbox: 0.0748, s0.loss_mask: 0.1775, s1.loss_cls: 0.0555, s1.acc: 95.8236, s1.loss_bbox: 0.0877, s1.loss_mask: 0.0840, s2.loss_cls: 0.0284, s2.acc: 95.7196, s2.loss_bbox: 0.0593, s2.loss_mask: 0.0396, loss: 0.9007 2022-06-09 12:02:36,084 - mmdet - INFO - Epoch [36][2950/7330] lr: 1.000e-06, eta: 1:48:15, time: 1.461, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0144, loss_rpn_bbox: 0.0216, loss_semantic_seg: 0.1341, s0.loss_cls: 0.1248, s0.acc: 95.1924, s0.loss_bbox: 0.0750, s0.loss_mask: 0.1749, s1.loss_cls: 0.0560, s1.acc: 95.7236, s1.loss_bbox: 0.0896, s1.loss_mask: 0.0830, s2.loss_cls: 0.0285, s2.acc: 95.6082, s2.loss_bbox: 0.0607, s2.loss_mask: 0.0397, loss: 0.9021 2022-06-09 12:03:48,898 - mmdet - INFO - Epoch [36][3000/7330] lr: 1.000e-06, eta: 1:47:00, time: 1.457, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0156, loss_rpn_bbox: 0.0205, loss_semantic_seg: 0.1322, s0.loss_cls: 0.1195, s0.acc: 95.4429, s0.loss_bbox: 0.0701, s0.loss_mask: 0.1717, s1.loss_cls: 0.0536, s1.acc: 96.0258, s1.loss_bbox: 0.0854, s1.loss_mask: 0.0813, s2.loss_cls: 0.0276, s2.acc: 95.8897, s2.loss_bbox: 0.0597, s2.loss_mask: 0.0387, loss: 0.8759 2022-06-09 12:05:02,742 - mmdet - INFO - Epoch [36][3050/7330] lr: 1.000e-06, eta: 1:45:46, time: 1.477, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0145, loss_rpn_bbox: 0.0212, loss_semantic_seg: 0.1294, s0.loss_cls: 0.1254, s0.acc: 95.1392, s0.loss_bbox: 0.0746, s0.loss_mask: 0.1734, s1.loss_cls: 0.0563, s1.acc: 95.6585, s1.loss_bbox: 0.0866, s1.loss_mask: 0.0816, s2.loss_cls: 0.0289, s2.acc: 95.4568, s2.loss_bbox: 0.0586, s2.loss_mask: 0.0387, loss: 0.8893 2022-06-09 12:06:15,450 - mmdet - INFO - Epoch [36][3100/7330] lr: 1.000e-06, eta: 1:44:32, time: 1.452, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0152, loss_rpn_bbox: 0.0215, loss_semantic_seg: 0.1342, s0.loss_cls: 0.1256, s0.acc: 95.1941, s0.loss_bbox: 0.0743, s0.loss_mask: 0.1767, s1.loss_cls: 0.0561, s1.acc: 95.7161, s1.loss_bbox: 0.0881, s1.loss_mask: 0.0838, s2.loss_cls: 0.0287, s2.acc: 95.5863, s2.loss_bbox: 0.0598, s2.loss_mask: 0.0395, loss: 0.9035 2022-06-09 12:07:28,668 - mmdet - INFO - Epoch [36][3150/7330] lr: 1.000e-06, eta: 1:43:18, time: 1.466, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0150, loss_rpn_bbox: 0.0212, loss_semantic_seg: 0.1385, s0.loss_cls: 0.1228, s0.acc: 95.2402, s0.loss_bbox: 0.0720, s0.loss_mask: 0.1700, s1.loss_cls: 0.0548, s1.acc: 95.6766, s1.loss_bbox: 0.0847, s1.loss_mask: 0.0805, s2.loss_cls: 0.0281, s2.acc: 95.4800, s2.loss_bbox: 0.0593, s2.loss_mask: 0.0384, loss: 0.8854 2022-06-09 12:08:41,144 - mmdet - INFO - Epoch [36][3200/7330] lr: 1.000e-06, eta: 1:42:04, time: 1.450, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0137, loss_rpn_bbox: 0.0206, loss_semantic_seg: 0.1295, s0.loss_cls: 0.1239, s0.acc: 95.2751, s0.loss_bbox: 0.0720, s0.loss_mask: 0.1731, s1.loss_cls: 0.0558, s1.acc: 95.7771, s1.loss_bbox: 0.0832, s1.loss_mask: 0.0823, s2.loss_cls: 0.0282, s2.acc: 95.6246, s2.loss_bbox: 0.0571, s2.loss_mask: 0.0390, loss: 0.8784 2022-06-09 12:09:54,272 - mmdet - INFO - Epoch [36][3250/7330] lr: 1.000e-06, eta: 1:40:50, time: 1.463, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0172, loss_rpn_bbox: 0.0213, loss_semantic_seg: 0.1316, s0.loss_cls: 0.1224, s0.acc: 95.3398, s0.loss_bbox: 0.0703, s0.loss_mask: 0.1725, s1.loss_cls: 0.0534, s1.acc: 95.9565, s1.loss_bbox: 0.0852, s1.loss_mask: 0.0825, s2.loss_cls: 0.0274, s2.acc: 95.7993, s2.loss_bbox: 0.0593, s2.loss_mask: 0.0391, loss: 0.8821 2022-06-09 12:11:08,354 - mmdet - INFO - Epoch [36][3300/7330] lr: 1.000e-06, eta: 1:39:36, time: 1.481, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0155, loss_rpn_bbox: 0.0215, loss_semantic_seg: 0.1315, s0.loss_cls: 0.1217, s0.acc: 95.2747, s0.loss_bbox: 0.0736, s0.loss_mask: 0.1719, s1.loss_cls: 0.0536, s1.acc: 95.8387, s1.loss_bbox: 0.0893, s1.loss_mask: 0.0820, s2.loss_cls: 0.0277, s2.acc: 95.6726, s2.loss_bbox: 0.0618, s2.loss_mask: 0.0390, loss: 0.8892 2022-06-09 12:12:21,164 - mmdet - INFO - Epoch [36][3350/7330] lr: 1.000e-06, eta: 1:38:21, time: 1.457, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0151, loss_rpn_bbox: 0.0226, loss_semantic_seg: 0.1360, s0.loss_cls: 0.1242, s0.acc: 95.0796, s0.loss_bbox: 0.0747, s0.loss_mask: 0.1736, s1.loss_cls: 0.0561, s1.acc: 95.5536, s1.loss_bbox: 0.0871, s1.loss_mask: 0.0822, s2.loss_cls: 0.0289, s2.acc: 95.3756, s2.loss_bbox: 0.0597, s2.loss_mask: 0.0391, loss: 0.8993 2022-06-09 12:13:34,401 - mmdet - INFO - Epoch [36][3400/7330] lr: 1.000e-06, eta: 1:37:07, time: 1.464, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0156, loss_rpn_bbox: 0.0226, loss_semantic_seg: 0.1357, s0.loss_cls: 0.1277, s0.acc: 95.1262, s0.loss_bbox: 0.0765, s0.loss_mask: 0.1759, s1.loss_cls: 0.0572, s1.acc: 95.7026, s1.loss_bbox: 0.0917, s1.loss_mask: 0.0840, s2.loss_cls: 0.0292, s2.acc: 95.4483, s2.loss_bbox: 0.0615, s2.loss_mask: 0.0399, loss: 0.9177 2022-06-09 12:14:48,372 - mmdet - INFO - Exp name: htc++_beit_adapter_v2_large_fpn_3x_coco.py 2022-06-09 12:14:48,375 - mmdet - INFO - Epoch [36][3450/7330] lr: 1.000e-06, eta: 1:35:53, time: 1.480, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0142, loss_rpn_bbox: 0.0210, loss_semantic_seg: 0.1359, s0.loss_cls: 0.1223, s0.acc: 95.3462, s0.loss_bbox: 0.0742, s0.loss_mask: 0.1753, s1.loss_cls: 0.0545, s1.acc: 95.8966, s1.loss_bbox: 0.0892, s1.loss_mask: 0.0836, s2.loss_cls: 0.0280, s2.acc: 95.6775, s2.loss_bbox: 0.0604, s2.loss_mask: 0.0396, loss: 0.8982 2022-06-09 12:16:00,758 - mmdet - INFO - Epoch [36][3500/7330] lr: 1.000e-06, eta: 1:34:39, time: 1.448, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0139, loss_rpn_bbox: 0.0199, loss_semantic_seg: 0.1311, s0.loss_cls: 0.1216, s0.acc: 95.3857, s0.loss_bbox: 0.0707, s0.loss_mask: 0.1710, s1.loss_cls: 0.0538, s1.acc: 95.8773, s1.loss_bbox: 0.0846, s1.loss_mask: 0.0816, s2.loss_cls: 0.0276, s2.acc: 95.7424, s2.loss_bbox: 0.0584, s2.loss_mask: 0.0386, loss: 0.8728 2022-06-09 12:17:13,530 - mmdet - INFO - Epoch [36][3550/7330] lr: 1.000e-06, eta: 1:33:25, time: 1.455, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0157, loss_rpn_bbox: 0.0212, loss_semantic_seg: 0.1304, s0.loss_cls: 0.1246, s0.acc: 95.2277, s0.loss_bbox: 0.0730, s0.loss_mask: 0.1733, s1.loss_cls: 0.0551, s1.acc: 95.7243, s1.loss_bbox: 0.0867, s1.loss_mask: 0.0821, s2.loss_cls: 0.0282, s2.acc: 95.5746, s2.loss_bbox: 0.0597, s2.loss_mask: 0.0392, loss: 0.8893 2022-06-09 12:18:28,172 - mmdet - INFO - Epoch [36][3600/7330] lr: 1.000e-06, eta: 1:32:11, time: 1.493, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0152, loss_rpn_bbox: 0.0221, loss_semantic_seg: 0.1327, s0.loss_cls: 0.1233, s0.acc: 95.2932, s0.loss_bbox: 0.0767, s0.loss_mask: 0.1808, s1.loss_cls: 0.0554, s1.acc: 95.7950, s1.loss_bbox: 0.0907, s1.loss_mask: 0.0856, s2.loss_cls: 0.0287, s2.acc: 95.4716, s2.loss_bbox: 0.0620, s2.loss_mask: 0.0406, loss: 0.9137 2022-06-09 12:19:40,697 - mmdet - INFO - Epoch [36][3650/7330] lr: 1.000e-06, eta: 1:30:56, time: 1.450, data_time: 0.012, memory: 64799, loss_rpn_cls: 0.0164, loss_rpn_bbox: 0.0213, loss_semantic_seg: 0.1314, s0.loss_cls: 0.1255, s0.acc: 95.2468, s0.loss_bbox: 0.0740, s0.loss_mask: 0.1760, s1.loss_cls: 0.0559, s1.acc: 95.8334, s1.loss_bbox: 0.0881, s1.loss_mask: 0.0834, s2.loss_cls: 0.0283, s2.acc: 95.6046, s2.loss_bbox: 0.0599, s2.loss_mask: 0.0394, loss: 0.8994 2022-06-09 12:20:54,636 - mmdet - INFO - Epoch [36][3700/7330] lr: 1.000e-06, eta: 1:29:42, time: 1.479, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0144, loss_rpn_bbox: 0.0210, loss_semantic_seg: 0.1334, s0.loss_cls: 0.1196, s0.acc: 95.4602, s0.loss_bbox: 0.0725, s0.loss_mask: 0.1688, s1.loss_cls: 0.0534, s1.acc: 95.9810, s1.loss_bbox: 0.0850, s1.loss_mask: 0.0802, s2.loss_cls: 0.0272, s2.acc: 95.8775, s2.loss_bbox: 0.0578, s2.loss_mask: 0.0381, loss: 0.8717 2022-06-09 12:22:07,759 - mmdet - INFO - Epoch [36][3750/7330] lr: 1.000e-06, eta: 1:28:28, time: 1.462, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0136, loss_rpn_bbox: 0.0207, loss_semantic_seg: 0.1411, s0.loss_cls: 0.1220, s0.acc: 95.3071, s0.loss_bbox: 0.0711, s0.loss_mask: 0.1730, s1.loss_cls: 0.0538, s1.acc: 95.9015, s1.loss_bbox: 0.0833, s1.loss_mask: 0.0823, s2.loss_cls: 0.0277, s2.acc: 95.7660, s2.loss_bbox: 0.0568, s2.loss_mask: 0.0390, loss: 0.8845 2022-06-09 12:23:20,741 - mmdet - INFO - Epoch [36][3800/7330] lr: 1.000e-06, eta: 1:27:14, time: 1.460, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0143, loss_rpn_bbox: 0.0218, loss_semantic_seg: 0.1338, s0.loss_cls: 0.1215, s0.acc: 95.3318, s0.loss_bbox: 0.0697, s0.loss_mask: 0.1672, s1.loss_cls: 0.0535, s1.acc: 95.9290, s1.loss_bbox: 0.0834, s1.loss_mask: 0.0793, s2.loss_cls: 0.0273, s2.acc: 95.7535, s2.loss_bbox: 0.0590, s2.loss_mask: 0.0377, loss: 0.8685 2022-06-09 12:24:33,354 - mmdet - INFO - Epoch [36][3850/7330] lr: 1.000e-06, eta: 1:26:00, time: 1.452, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0145, loss_rpn_bbox: 0.0200, loss_semantic_seg: 0.1346, s0.loss_cls: 0.1206, s0.acc: 95.3322, s0.loss_bbox: 0.0727, s0.loss_mask: 0.1765, s1.loss_cls: 0.0538, s1.acc: 95.7988, s1.loss_bbox: 0.0879, s1.loss_mask: 0.0839, s2.loss_cls: 0.0278, s2.acc: 95.5769, s2.loss_bbox: 0.0601, s2.loss_mask: 0.0401, loss: 0.8924 2022-06-09 12:25:46,068 - mmdet - INFO - Epoch [36][3900/7330] lr: 1.000e-06, eta: 1:24:46, time: 1.452, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0149, loss_rpn_bbox: 0.0203, loss_semantic_seg: 0.1324, s0.loss_cls: 0.1198, s0.acc: 95.3721, s0.loss_bbox: 0.0722, s0.loss_mask: 0.1716, s1.loss_cls: 0.0538, s1.acc: 95.9075, s1.loss_bbox: 0.0867, s1.loss_mask: 0.0811, s2.loss_cls: 0.0278, s2.acc: 95.7117, s2.loss_bbox: 0.0592, s2.loss_mask: 0.0386, loss: 0.8784 2022-06-09 12:26:57,922 - mmdet - INFO - Epoch [36][3950/7330] lr: 1.000e-06, eta: 1:23:31, time: 1.437, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0123, loss_rpn_bbox: 0.0198, loss_semantic_seg: 0.1357, s0.loss_cls: 0.1155, s0.acc: 95.5056, s0.loss_bbox: 0.0674, s0.loss_mask: 0.1668, s1.loss_cls: 0.0519, s1.acc: 96.0207, s1.loss_bbox: 0.0797, s1.loss_mask: 0.0791, s2.loss_cls: 0.0267, s2.acc: 95.7874, s2.loss_bbox: 0.0546, s2.loss_mask: 0.0379, loss: 0.8474 2022-06-09 12:28:10,268 - mmdet - INFO - Epoch [36][4000/7330] lr: 1.000e-06, eta: 1:22:17, time: 1.449, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0140, loss_rpn_bbox: 0.0194, loss_semantic_seg: 0.1354, s0.loss_cls: 0.1203, s0.acc: 95.4348, s0.loss_bbox: 0.0701, s0.loss_mask: 0.1710, s1.loss_cls: 0.0539, s1.acc: 96.0171, s1.loss_bbox: 0.0833, s1.loss_mask: 0.0811, s2.loss_cls: 0.0279, s2.acc: 95.8274, s2.loss_bbox: 0.0577, s2.loss_mask: 0.0386, loss: 0.8727 2022-06-09 12:29:22,037 - mmdet - INFO - Epoch [36][4050/7330] lr: 1.000e-06, eta: 1:21:03, time: 1.435, data_time: 0.021, memory: 64799, loss_rpn_cls: 0.0145, loss_rpn_bbox: 0.0217, loss_semantic_seg: 0.1385, s0.loss_cls: 0.1233, s0.acc: 95.3196, s0.loss_bbox: 0.0743, s0.loss_mask: 0.1713, s1.loss_cls: 0.0537, s1.acc: 95.9114, s1.loss_bbox: 0.0884, s1.loss_mask: 0.0817, s2.loss_cls: 0.0276, s2.acc: 95.7199, s2.loss_bbox: 0.0607, s2.loss_mask: 0.0390, loss: 0.8946 2022-06-09 12:30:34,406 - mmdet - INFO - Epoch [36][4100/7330] lr: 1.000e-06, eta: 1:19:49, time: 1.447, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0136, loss_rpn_bbox: 0.0219, loss_semantic_seg: 0.1283, s0.loss_cls: 0.1191, s0.acc: 95.4231, s0.loss_bbox: 0.0722, s0.loss_mask: 0.1691, s1.loss_cls: 0.0524, s1.acc: 96.0020, s1.loss_bbox: 0.0843, s1.loss_mask: 0.0803, s2.loss_cls: 0.0265, s2.acc: 95.8846, s2.loss_bbox: 0.0584, s2.loss_mask: 0.0384, loss: 0.8645 2022-06-09 12:31:47,119 - mmdet - INFO - Epoch [36][4150/7330] lr: 1.000e-06, eta: 1:18:35, time: 1.454, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0143, loss_rpn_bbox: 0.0224, loss_semantic_seg: 0.1352, s0.loss_cls: 0.1204, s0.acc: 95.4348, s0.loss_bbox: 0.0713, s0.loss_mask: 0.1738, s1.loss_cls: 0.0533, s1.acc: 96.0093, s1.loss_bbox: 0.0882, s1.loss_mask: 0.0833, s2.loss_cls: 0.0277, s2.acc: 95.7651, s2.loss_bbox: 0.0608, s2.loss_mask: 0.0396, loss: 0.8902 2022-06-09 12:33:00,882 - mmdet - INFO - Epoch [36][4200/7330] lr: 1.000e-06, eta: 1:17:21, time: 1.475, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0151, loss_rpn_bbox: 0.0208, loss_semantic_seg: 0.1286, s0.loss_cls: 0.1246, s0.acc: 95.2397, s0.loss_bbox: 0.0729, s0.loss_mask: 0.1769, s1.loss_cls: 0.0556, s1.acc: 95.7700, s1.loss_bbox: 0.0888, s1.loss_mask: 0.0845, s2.loss_cls: 0.0284, s2.acc: 95.6409, s2.loss_bbox: 0.0621, s2.loss_mask: 0.0402, loss: 0.8985 2022-06-09 12:34:13,597 - mmdet - INFO - Epoch [36][4250/7330] lr: 1.000e-06, eta: 1:16:06, time: 1.454, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0162, loss_rpn_bbox: 0.0225, loss_semantic_seg: 0.1337, s0.loss_cls: 0.1263, s0.acc: 95.1775, s0.loss_bbox: 0.0729, s0.loss_mask: 0.1719, s1.loss_cls: 0.0574, s1.acc: 95.6100, s1.loss_bbox: 0.0860, s1.loss_mask: 0.0814, s2.loss_cls: 0.0292, s2.acc: 95.4729, s2.loss_bbox: 0.0581, s2.loss_mask: 0.0387, loss: 0.8943 2022-06-09 12:35:26,909 - mmdet - INFO - Epoch [36][4300/7330] lr: 1.000e-06, eta: 1:14:52, time: 1.466, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0157, loss_rpn_bbox: 0.0230, loss_semantic_seg: 0.1346, s0.loss_cls: 0.1252, s0.acc: 95.2236, s0.loss_bbox: 0.0754, s0.loss_mask: 0.1740, s1.loss_cls: 0.0551, s1.acc: 95.7978, s1.loss_bbox: 0.0887, s1.loss_mask: 0.0824, s2.loss_cls: 0.0279, s2.acc: 95.6759, s2.loss_bbox: 0.0621, s2.loss_mask: 0.0393, loss: 0.9034 2022-06-09 12:36:39,788 - mmdet - INFO - Epoch [36][4350/7330] lr: 1.000e-06, eta: 1:13:38, time: 1.458, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0164, loss_rpn_bbox: 0.0220, loss_semantic_seg: 0.1303, s0.loss_cls: 0.1285, s0.acc: 95.1348, s0.loss_bbox: 0.0760, s0.loss_mask: 0.1767, s1.loss_cls: 0.0576, s1.acc: 95.7062, s1.loss_bbox: 0.0880, s1.loss_mask: 0.0838, s2.loss_cls: 0.0291, s2.acc: 95.5100, s2.loss_bbox: 0.0585, s2.loss_mask: 0.0397, loss: 0.9067 2022-06-09 12:37:52,509 - mmdet - INFO - Epoch [36][4400/7330] lr: 1.000e-06, eta: 1:12:24, time: 1.455, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0149, loss_rpn_bbox: 0.0215, loss_semantic_seg: 0.1337, s0.loss_cls: 0.1203, s0.acc: 95.3960, s0.loss_bbox: 0.0738, s0.loss_mask: 0.1702, s1.loss_cls: 0.0540, s1.acc: 95.9463, s1.loss_bbox: 0.0872, s1.loss_mask: 0.0806, s2.loss_cls: 0.0277, s2.acc: 95.7525, s2.loss_bbox: 0.0589, s2.loss_mask: 0.0383, loss: 0.8812 2022-06-09 12:39:04,451 - mmdet - INFO - Exp name: htc++_beit_adapter_v2_large_fpn_3x_coco.py 2022-06-09 12:39:04,453 - mmdet - INFO - Epoch [36][4450/7330] lr: 1.000e-06, eta: 1:11:10, time: 1.439, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0161, loss_rpn_bbox: 0.0213, loss_semantic_seg: 0.1342, s0.loss_cls: 0.1247, s0.acc: 95.1624, s0.loss_bbox: 0.0738, s0.loss_mask: 0.1740, s1.loss_cls: 0.0556, s1.acc: 95.7058, s1.loss_bbox: 0.0878, s1.loss_mask: 0.0826, s2.loss_cls: 0.0284, s2.acc: 95.6369, s2.loss_bbox: 0.0597, s2.loss_mask: 0.0390, loss: 0.8972 2022-06-09 12:40:17,490 - mmdet - INFO - Epoch [36][4500/7330] lr: 1.000e-06, eta: 1:09:56, time: 1.460, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0137, loss_rpn_bbox: 0.0216, loss_semantic_seg: 0.1295, s0.loss_cls: 0.1227, s0.acc: 95.3350, s0.loss_bbox: 0.0725, s0.loss_mask: 0.1714, s1.loss_cls: 0.0549, s1.acc: 95.8435, s1.loss_bbox: 0.0862, s1.loss_mask: 0.0814, s2.loss_cls: 0.0284, s2.acc: 95.5940, s2.loss_bbox: 0.0592, s2.loss_mask: 0.0386, loss: 0.8802 2022-06-09 12:41:29,639 - mmdet - INFO - Epoch [36][4550/7330] lr: 1.000e-06, eta: 1:08:42, time: 1.443, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0135, loss_rpn_bbox: 0.0198, loss_semantic_seg: 0.1321, s0.loss_cls: 0.1198, s0.acc: 95.4719, s0.loss_bbox: 0.0704, s0.loss_mask: 0.1701, s1.loss_cls: 0.0524, s1.acc: 96.0490, s1.loss_bbox: 0.0854, s1.loss_mask: 0.0809, s2.loss_cls: 0.0271, s2.acc: 95.8794, s2.loss_bbox: 0.0597, s2.loss_mask: 0.0387, loss: 0.8697 2022-06-09 12:42:43,675 - mmdet - INFO - Epoch [36][4600/7330] lr: 1.000e-06, eta: 1:07:27, time: 1.481, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0143, loss_rpn_bbox: 0.0216, loss_semantic_seg: 0.1406, s0.loss_cls: 0.1231, s0.acc: 95.2935, s0.loss_bbox: 0.0721, s0.loss_mask: 0.1721, s1.loss_cls: 0.0552, s1.acc: 95.8677, s1.loss_bbox: 0.0851, s1.loss_mask: 0.0810, s2.loss_cls: 0.0284, s2.acc: 95.5922, s2.loss_bbox: 0.0587, s2.loss_mask: 0.0384, loss: 0.8906 2022-06-09 12:43:56,592 - mmdet - INFO - Epoch [36][4650/7330] lr: 1.000e-06, eta: 1:06:13, time: 1.458, data_time: 0.011, memory: 64799, loss_rpn_cls: 0.0144, loss_rpn_bbox: 0.0216, loss_semantic_seg: 0.1331, s0.loss_cls: 0.1244, s0.acc: 95.2412, s0.loss_bbox: 0.0738, s0.loss_mask: 0.1720, s1.loss_cls: 0.0555, s1.acc: 95.7866, s1.loss_bbox: 0.0872, s1.loss_mask: 0.0817, s2.loss_cls: 0.0284, s2.acc: 95.6230, s2.loss_bbox: 0.0594, s2.loss_mask: 0.0387, loss: 0.8901 2022-06-09 12:45:10,072 - mmdet - INFO - Epoch [36][4700/7330] lr: 1.000e-06, eta: 1:04:59, time: 1.470, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0152, loss_rpn_bbox: 0.0209, loss_semantic_seg: 0.1285, s0.loss_cls: 0.1219, s0.acc: 95.2432, s0.loss_bbox: 0.0723, s0.loss_mask: 0.1725, s1.loss_cls: 0.0548, s1.acc: 95.7743, s1.loss_bbox: 0.0852, s1.loss_mask: 0.0820, s2.loss_cls: 0.0277, s2.acc: 95.7551, s2.loss_bbox: 0.0587, s2.loss_mask: 0.0389, loss: 0.8786 2022-06-09 12:46:22,962 - mmdet - INFO - Epoch [36][4750/7330] lr: 1.000e-06, eta: 1:03:45, time: 1.458, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0163, loss_rpn_bbox: 0.0218, loss_semantic_seg: 0.1375, s0.loss_cls: 0.1330, s0.acc: 94.9375, s0.loss_bbox: 0.0791, s0.loss_mask: 0.1814, s1.loss_cls: 0.0594, s1.acc: 95.4427, s1.loss_bbox: 0.0914, s1.loss_mask: 0.0863, s2.loss_cls: 0.0307, s2.acc: 95.1824, s2.loss_bbox: 0.0603, s2.loss_mask: 0.0408, loss: 0.9380 2022-06-09 12:47:34,263 - mmdet - INFO - Epoch [36][4800/7330] lr: 1.000e-06, eta: 1:02:31, time: 1.426, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0155, loss_rpn_bbox: 0.0202, loss_semantic_seg: 0.1315, s0.loss_cls: 0.1161, s0.acc: 95.5413, s0.loss_bbox: 0.0687, s0.loss_mask: 0.1669, s1.loss_cls: 0.0513, s1.acc: 96.0661, s1.loss_bbox: 0.0822, s1.loss_mask: 0.0798, s2.loss_cls: 0.0260, s2.acc: 95.9547, s2.loss_bbox: 0.0573, s2.loss_mask: 0.0380, loss: 0.8537 2022-06-09 12:48:47,764 - mmdet - INFO - Epoch [36][4850/7330] lr: 1.000e-06, eta: 1:01:17, time: 1.470, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0158, loss_rpn_bbox: 0.0211, loss_semantic_seg: 0.1402, s0.loss_cls: 0.1305, s0.acc: 95.0520, s0.loss_bbox: 0.0768, s0.loss_mask: 0.1788, s1.loss_cls: 0.0578, s1.acc: 95.6846, s1.loss_bbox: 0.0905, s1.loss_mask: 0.0850, s2.loss_cls: 0.0298, s2.acc: 95.4155, s2.loss_bbox: 0.0617, s2.loss_mask: 0.0402, loss: 0.9281 2022-06-09 12:50:00,581 - mmdet - INFO - Epoch [36][4900/7330] lr: 1.000e-06, eta: 1:00:03, time: 1.456, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0136, loss_rpn_bbox: 0.0190, loss_semantic_seg: 0.1326, s0.loss_cls: 0.1186, s0.acc: 95.4229, s0.loss_bbox: 0.0704, s0.loss_mask: 0.1724, s1.loss_cls: 0.0527, s1.acc: 95.9714, s1.loss_bbox: 0.0834, s1.loss_mask: 0.0819, s2.loss_cls: 0.0267, s2.acc: 95.8352, s2.loss_bbox: 0.0572, s2.loss_mask: 0.0387, loss: 0.8672 2022-06-09 12:51:13,351 - mmdet - INFO - Epoch [36][4950/7330] lr: 1.000e-06, eta: 0:58:48, time: 1.455, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0126, loss_rpn_bbox: 0.0197, loss_semantic_seg: 0.1305, s0.loss_cls: 0.1167, s0.acc: 95.4688, s0.loss_bbox: 0.0696, s0.loss_mask: 0.1702, s1.loss_cls: 0.0517, s1.acc: 96.0345, s1.loss_bbox: 0.0846, s1.loss_mask: 0.0814, s2.loss_cls: 0.0270, s2.acc: 95.8210, s2.loss_bbox: 0.0580, s2.loss_mask: 0.0388, loss: 0.8608 2022-06-09 12:52:26,535 - mmdet - INFO - Epoch [36][5000/7330] lr: 1.000e-06, eta: 0:57:34, time: 1.464, data_time: 0.020, memory: 64799, loss_rpn_cls: 0.0152, loss_rpn_bbox: 0.0214, loss_semantic_seg: 0.1348, s0.loss_cls: 0.1228, s0.acc: 95.2771, s0.loss_bbox: 0.0710, s0.loss_mask: 0.1716, s1.loss_cls: 0.0539, s1.acc: 95.8807, s1.loss_bbox: 0.0844, s1.loss_mask: 0.0816, s2.loss_cls: 0.0280, s2.acc: 95.7079, s2.loss_bbox: 0.0589, s2.loss_mask: 0.0389, loss: 0.8824 2022-06-09 12:53:39,809 - mmdet - INFO - Epoch [36][5050/7330] lr: 1.000e-06, eta: 0:56:20, time: 1.465, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0163, loss_rpn_bbox: 0.0212, loss_semantic_seg: 0.1350, s0.loss_cls: 0.1275, s0.acc: 95.2520, s0.loss_bbox: 0.0740, s0.loss_mask: 0.1753, s1.loss_cls: 0.0561, s1.acc: 95.8658, s1.loss_bbox: 0.0881, s1.loss_mask: 0.0834, s2.loss_cls: 0.0294, s2.acc: 95.6000, s2.loss_bbox: 0.0595, s2.loss_mask: 0.0394, loss: 0.9053 2022-06-09 12:54:52,909 - mmdet - INFO - Epoch [36][5100/7330] lr: 1.000e-06, eta: 0:55:06, time: 1.462, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0144, loss_rpn_bbox: 0.0210, loss_semantic_seg: 0.1262, s0.loss_cls: 0.1188, s0.acc: 95.4460, s0.loss_bbox: 0.0698, s0.loss_mask: 0.1707, s1.loss_cls: 0.0522, s1.acc: 96.0324, s1.loss_bbox: 0.0831, s1.loss_mask: 0.0819, s2.loss_cls: 0.0269, s2.acc: 95.8880, s2.loss_bbox: 0.0589, s2.loss_mask: 0.0393, loss: 0.8633 2022-06-09 12:56:04,989 - mmdet - INFO - Epoch [36][5150/7330] lr: 1.000e-06, eta: 0:53:52, time: 1.442, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0142, loss_rpn_bbox: 0.0212, loss_semantic_seg: 0.1357, s0.loss_cls: 0.1198, s0.acc: 95.4751, s0.loss_bbox: 0.0712, s0.loss_mask: 0.1717, s1.loss_cls: 0.0538, s1.acc: 95.9138, s1.loss_bbox: 0.0833, s1.loss_mask: 0.0813, s2.loss_cls: 0.0280, s2.acc: 95.6022, s2.loss_bbox: 0.0582, s2.loss_mask: 0.0388, loss: 0.8774 2022-06-09 12:57:18,165 - mmdet - INFO - Epoch [36][5200/7330] lr: 1.000e-06, eta: 0:52:38, time: 1.464, data_time: 0.020, memory: 64799, loss_rpn_cls: 0.0132, loss_rpn_bbox: 0.0215, loss_semantic_seg: 0.1351, s0.loss_cls: 0.1216, s0.acc: 95.3958, s0.loss_bbox: 0.0725, s0.loss_mask: 0.1731, s1.loss_cls: 0.0544, s1.acc: 95.8710, s1.loss_bbox: 0.0849, s1.loss_mask: 0.0827, s2.loss_cls: 0.0278, s2.acc: 95.6602, s2.loss_bbox: 0.0584, s2.loss_mask: 0.0392, loss: 0.8845 2022-06-09 12:58:32,156 - mmdet - INFO - Epoch [36][5250/7330] lr: 1.000e-06, eta: 0:51:24, time: 1.480, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0148, loss_rpn_bbox: 0.0205, loss_semantic_seg: 0.1280, s0.loss_cls: 0.1188, s0.acc: 95.4892, s0.loss_bbox: 0.0681, s0.loss_mask: 0.1682, s1.loss_cls: 0.0527, s1.acc: 96.0235, s1.loss_bbox: 0.0823, s1.loss_mask: 0.0803, s2.loss_cls: 0.0270, s2.acc: 95.9730, s2.loss_bbox: 0.0562, s2.loss_mask: 0.0381, loss: 0.8549 2022-06-09 12:59:46,244 - mmdet - INFO - Epoch [36][5300/7330] lr: 1.000e-06, eta: 0:50:09, time: 1.482, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0139, loss_rpn_bbox: 0.0209, loss_semantic_seg: 0.1321, s0.loss_cls: 0.1197, s0.acc: 95.4202, s0.loss_bbox: 0.0728, s0.loss_mask: 0.1719, s1.loss_cls: 0.0524, s1.acc: 96.0330, s1.loss_bbox: 0.0880, s1.loss_mask: 0.0818, s2.loss_cls: 0.0270, s2.acc: 95.8673, s2.loss_bbox: 0.0601, s2.loss_mask: 0.0388, loss: 0.8794 2022-06-09 13:00:59,593 - mmdet - INFO - Epoch [36][5350/7330] lr: 1.000e-06, eta: 0:48:55, time: 1.467, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0145, loss_rpn_bbox: 0.0224, loss_semantic_seg: 0.1351, s0.loss_cls: 0.1233, s0.acc: 95.3174, s0.loss_bbox: 0.0730, s0.loss_mask: 0.1737, s1.loss_cls: 0.0554, s1.acc: 95.7972, s1.loss_bbox: 0.0836, s1.loss_mask: 0.0821, s2.loss_cls: 0.0283, s2.acc: 95.6550, s2.loss_bbox: 0.0577, s2.loss_mask: 0.0388, loss: 0.8879 2022-06-09 13:02:13,335 - mmdet - INFO - Epoch [36][5400/7330] lr: 1.000e-06, eta: 0:47:41, time: 1.475, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0139, loss_rpn_bbox: 0.0210, loss_semantic_seg: 0.1301, s0.loss_cls: 0.1209, s0.acc: 95.3340, s0.loss_bbox: 0.0702, s0.loss_mask: 0.1737, s1.loss_cls: 0.0534, s1.acc: 95.9083, s1.loss_bbox: 0.0861, s1.loss_mask: 0.0818, s2.loss_cls: 0.0275, s2.acc: 95.7178, s2.loss_bbox: 0.0600, s2.loss_mask: 0.0389, loss: 0.8774 2022-06-09 13:03:26,314 - mmdet - INFO - Exp name: htc++_beit_adapter_v2_large_fpn_3x_coco.py 2022-06-09 13:03:26,315 - mmdet - INFO - Epoch [36][5450/7330] lr: 1.000e-06, eta: 0:46:27, time: 1.460, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0155, loss_rpn_bbox: 0.0219, loss_semantic_seg: 0.1291, s0.loss_cls: 0.1230, s0.acc: 95.2722, s0.loss_bbox: 0.0749, s0.loss_mask: 0.1736, s1.loss_cls: 0.0554, s1.acc: 95.7719, s1.loss_bbox: 0.0887, s1.loss_mask: 0.0817, s2.loss_cls: 0.0286, s2.acc: 95.5693, s2.loss_bbox: 0.0599, s2.loss_mask: 0.0390, loss: 0.8915 2022-06-09 13:04:39,578 - mmdet - INFO - Epoch [36][5500/7330] lr: 1.000e-06, eta: 0:45:13, time: 1.463, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0149, loss_rpn_bbox: 0.0214, loss_semantic_seg: 0.1323, s0.loss_cls: 0.1189, s0.acc: 95.5031, s0.loss_bbox: 0.0719, s0.loss_mask: 0.1718, s1.loss_cls: 0.0530, s1.acc: 95.9930, s1.loss_bbox: 0.0840, s1.loss_mask: 0.0812, s2.loss_cls: 0.0274, s2.acc: 95.8143, s2.loss_bbox: 0.0572, s2.loss_mask: 0.0386, loss: 0.8726 2022-06-09 13:05:51,550 - mmdet - INFO - Epoch [36][5550/7330] lr: 1.000e-06, eta: 0:43:59, time: 1.441, data_time: 0.022, memory: 64799, loss_rpn_cls: 0.0155, loss_rpn_bbox: 0.0210, loss_semantic_seg: 0.1351, s0.loss_cls: 0.1226, s0.acc: 95.3530, s0.loss_bbox: 0.0722, s0.loss_mask: 0.1743, s1.loss_cls: 0.0537, s1.acc: 95.9203, s1.loss_bbox: 0.0861, s1.loss_mask: 0.0830, s2.loss_cls: 0.0280, s2.acc: 95.6233, s2.loss_bbox: 0.0588, s2.loss_mask: 0.0394, loss: 0.8897 2022-06-09 13:07:05,324 - mmdet - INFO - Epoch [36][5600/7330] lr: 1.000e-06, eta: 0:42:45, time: 1.476, data_time: 0.020, memory: 64799, loss_rpn_cls: 0.0149, loss_rpn_bbox: 0.0205, loss_semantic_seg: 0.1342, s0.loss_cls: 0.1272, s0.acc: 95.1255, s0.loss_bbox: 0.0722, s0.loss_mask: 0.1747, s1.loss_cls: 0.0568, s1.acc: 95.5808, s1.loss_bbox: 0.0868, s1.loss_mask: 0.0831, s2.loss_cls: 0.0295, s2.acc: 95.5057, s2.loss_bbox: 0.0582, s2.loss_mask: 0.0392, loss: 0.8973 2022-06-09 13:08:17,379 - mmdet - INFO - Epoch [36][5650/7330] lr: 1.000e-06, eta: 0:41:30, time: 1.441, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0138, loss_rpn_bbox: 0.0209, loss_semantic_seg: 0.1353, s0.loss_cls: 0.1168, s0.acc: 95.5886, s0.loss_bbox: 0.0687, s0.loss_mask: 0.1659, s1.loss_cls: 0.0511, s1.acc: 96.1407, s1.loss_bbox: 0.0816, s1.loss_mask: 0.0787, s2.loss_cls: 0.0262, s2.acc: 96.0262, s2.loss_bbox: 0.0566, s2.loss_mask: 0.0375, loss: 0.8530 2022-06-09 13:09:30,542 - mmdet - INFO - Epoch [36][5700/7330] lr: 1.000e-06, eta: 0:40:16, time: 1.463, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0130, loss_rpn_bbox: 0.0203, loss_semantic_seg: 0.1318, s0.loss_cls: 0.1173, s0.acc: 95.4814, s0.loss_bbox: 0.0686, s0.loss_mask: 0.1671, s1.loss_cls: 0.0519, s1.acc: 95.9911, s1.loss_bbox: 0.0823, s1.loss_mask: 0.0795, s2.loss_cls: 0.0268, s2.acc: 95.7963, s2.loss_bbox: 0.0574, s2.loss_mask: 0.0381, loss: 0.8542 2022-06-09 13:10:43,951 - mmdet - INFO - Epoch [36][5750/7330] lr: 1.000e-06, eta: 0:39:02, time: 1.468, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0154, loss_rpn_bbox: 0.0219, loss_semantic_seg: 0.1383, s0.loss_cls: 0.1244, s0.acc: 95.2654, s0.loss_bbox: 0.0726, s0.loss_mask: 0.1735, s1.loss_cls: 0.0552, s1.acc: 95.8753, s1.loss_bbox: 0.0856, s1.loss_mask: 0.0824, s2.loss_cls: 0.0286, s2.acc: 95.6043, s2.loss_bbox: 0.0595, s2.loss_mask: 0.0393, loss: 0.8965 2022-06-09 13:11:58,398 - mmdet - INFO - Epoch [36][5800/7330] lr: 1.000e-06, eta: 0:37:48, time: 1.489, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0143, loss_rpn_bbox: 0.0229, loss_semantic_seg: 0.1383, s0.loss_cls: 0.1269, s0.acc: 95.1851, s0.loss_bbox: 0.0753, s0.loss_mask: 0.1761, s1.loss_cls: 0.0558, s1.acc: 95.7246, s1.loss_bbox: 0.0906, s1.loss_mask: 0.0842, s2.loss_cls: 0.0287, s2.acc: 95.5338, s2.loss_bbox: 0.0616, s2.loss_mask: 0.0395, loss: 0.9144 2022-06-09 13:13:10,903 - mmdet - INFO - Epoch [36][5850/7330] lr: 1.000e-06, eta: 0:36:34, time: 1.450, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0143, loss_rpn_bbox: 0.0210, loss_semantic_seg: 0.1341, s0.loss_cls: 0.1187, s0.acc: 95.4389, s0.loss_bbox: 0.0701, s0.loss_mask: 0.1715, s1.loss_cls: 0.0532, s1.acc: 95.9537, s1.loss_bbox: 0.0853, s1.loss_mask: 0.0818, s2.loss_cls: 0.0274, s2.acc: 95.7802, s2.loss_bbox: 0.0594, s2.loss_mask: 0.0390, loss: 0.8759 2022-06-09 13:14:24,314 - mmdet - INFO - Epoch [36][5900/7330] lr: 1.000e-06, eta: 0:35:20, time: 1.468, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0149, loss_rpn_bbox: 0.0220, loss_semantic_seg: 0.1300, s0.loss_cls: 0.1213, s0.acc: 95.3186, s0.loss_bbox: 0.0729, s0.loss_mask: 0.1718, s1.loss_cls: 0.0539, s1.acc: 95.8559, s1.loss_bbox: 0.0864, s1.loss_mask: 0.0812, s2.loss_cls: 0.0279, s2.acc: 95.6842, s2.loss_bbox: 0.0597, s2.loss_mask: 0.0387, loss: 0.8808 2022-06-09 13:15:37,314 - mmdet - INFO - Epoch [36][5950/7330] lr: 1.000e-06, eta: 0:34:06, time: 1.459, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0141, loss_rpn_bbox: 0.0206, loss_semantic_seg: 0.1311, s0.loss_cls: 0.1229, s0.acc: 95.3679, s0.loss_bbox: 0.0701, s0.loss_mask: 0.1692, s1.loss_cls: 0.0549, s1.acc: 95.9287, s1.loss_bbox: 0.0852, s1.loss_mask: 0.0804, s2.loss_cls: 0.0285, s2.acc: 95.7219, s2.loss_bbox: 0.0579, s2.loss_mask: 0.0381, loss: 0.8730 2022-06-09 13:16:50,511 - mmdet - INFO - Epoch [36][6000/7330] lr: 1.000e-06, eta: 0:32:51, time: 1.464, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0152, loss_rpn_bbox: 0.0212, loss_semantic_seg: 0.1395, s0.loss_cls: 0.1223, s0.acc: 95.3313, s0.loss_bbox: 0.0740, s0.loss_mask: 0.1749, s1.loss_cls: 0.0546, s1.acc: 95.8318, s1.loss_bbox: 0.0899, s1.loss_mask: 0.0837, s2.loss_cls: 0.0284, s2.acc: 95.6619, s2.loss_bbox: 0.0607, s2.loss_mask: 0.0396, loss: 0.9041 2022-06-09 13:18:03,322 - mmdet - INFO - Epoch [36][6050/7330] lr: 1.000e-06, eta: 0:31:37, time: 1.456, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0139, loss_rpn_bbox: 0.0213, loss_semantic_seg: 0.1313, s0.loss_cls: 0.1183, s0.acc: 95.4418, s0.loss_bbox: 0.0700, s0.loss_mask: 0.1688, s1.loss_cls: 0.0514, s1.acc: 96.0985, s1.loss_bbox: 0.0851, s1.loss_mask: 0.0807, s2.loss_cls: 0.0261, s2.acc: 95.9872, s2.loss_bbox: 0.0594, s2.loss_mask: 0.0385, loss: 0.8648 2022-06-09 13:19:16,651 - mmdet - INFO - Epoch [36][6100/7330] lr: 1.000e-06, eta: 0:30:23, time: 1.467, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0148, loss_rpn_bbox: 0.0203, loss_semantic_seg: 0.1340, s0.loss_cls: 0.1226, s0.acc: 95.2925, s0.loss_bbox: 0.0749, s0.loss_mask: 0.1705, s1.loss_cls: 0.0542, s1.acc: 95.9160, s1.loss_bbox: 0.0867, s1.loss_mask: 0.0804, s2.loss_cls: 0.0276, s2.acc: 95.7135, s2.loss_bbox: 0.0593, s2.loss_mask: 0.0384, loss: 0.8838 2022-06-09 13:20:30,363 - mmdet - INFO - Epoch [36][6150/7330] lr: 1.000e-06, eta: 0:29:09, time: 1.474, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0163, loss_rpn_bbox: 0.0208, loss_semantic_seg: 0.1263, s0.loss_cls: 0.1279, s0.acc: 95.1531, s0.loss_bbox: 0.0754, s0.loss_mask: 0.1772, s1.loss_cls: 0.0575, s1.acc: 95.6644, s1.loss_bbox: 0.0899, s1.loss_mask: 0.0841, s2.loss_cls: 0.0297, s2.acc: 95.4578, s2.loss_bbox: 0.0615, s2.loss_mask: 0.0399, loss: 0.9065 2022-06-09 13:21:44,048 - mmdet - INFO - Epoch [36][6200/7330] lr: 1.000e-06, eta: 0:27:55, time: 1.474, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0147, loss_rpn_bbox: 0.0193, loss_semantic_seg: 0.1281, s0.loss_cls: 0.1185, s0.acc: 95.3870, s0.loss_bbox: 0.0687, s0.loss_mask: 0.1712, s1.loss_cls: 0.0517, s1.acc: 96.0247, s1.loss_bbox: 0.0839, s1.loss_mask: 0.0817, s2.loss_cls: 0.0269, s2.acc: 95.8270, s2.loss_bbox: 0.0581, s2.loss_mask: 0.0389, loss: 0.8617 2022-06-09 13:22:57,893 - mmdet - INFO - Epoch [36][6250/7330] lr: 1.000e-06, eta: 0:26:41, time: 1.477, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0158, loss_rpn_bbox: 0.0215, loss_semantic_seg: 0.1364, s0.loss_cls: 0.1229, s0.acc: 95.2805, s0.loss_bbox: 0.0729, s0.loss_mask: 0.1726, s1.loss_cls: 0.0538, s1.acc: 95.8979, s1.loss_bbox: 0.0856, s1.loss_mask: 0.0819, s2.loss_cls: 0.0273, s2.acc: 95.8046, s2.loss_bbox: 0.0588, s2.loss_mask: 0.0391, loss: 0.8887 2022-06-09 13:24:10,762 - mmdet - INFO - Epoch [36][6300/7330] lr: 1.000e-06, eta: 0:25:27, time: 1.457, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0157, loss_rpn_bbox: 0.0218, loss_semantic_seg: 0.1388, s0.loss_cls: 0.1239, s0.acc: 95.2646, s0.loss_bbox: 0.0743, s0.loss_mask: 0.1734, s1.loss_cls: 0.0544, s1.acc: 95.8186, s1.loss_bbox: 0.0870, s1.loss_mask: 0.0821, s2.loss_cls: 0.0286, s2.acc: 95.5985, s2.loss_bbox: 0.0582, s2.loss_mask: 0.0391, loss: 0.8972 2022-06-09 13:25:23,722 - mmdet - INFO - Epoch [36][6350/7330] lr: 1.000e-06, eta: 0:24:12, time: 1.459, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0145, loss_rpn_bbox: 0.0209, loss_semantic_seg: 0.1353, s0.loss_cls: 0.1227, s0.acc: 95.2802, s0.loss_bbox: 0.0737, s0.loss_mask: 0.1702, s1.loss_cls: 0.0549, s1.acc: 95.8240, s1.loss_bbox: 0.0875, s1.loss_mask: 0.0806, s2.loss_cls: 0.0278, s2.acc: 95.6535, s2.loss_bbox: 0.0598, s2.loss_mask: 0.0383, loss: 0.8863 2022-06-09 13:26:37,600 - mmdet - INFO - Epoch [36][6400/7330] lr: 1.000e-06, eta: 0:22:58, time: 1.477, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0135, loss_rpn_bbox: 0.0222, loss_semantic_seg: 0.1354, s0.loss_cls: 0.1235, s0.acc: 95.3079, s0.loss_bbox: 0.0755, s0.loss_mask: 0.1734, s1.loss_cls: 0.0544, s1.acc: 95.8803, s1.loss_bbox: 0.0892, s1.loss_mask: 0.0820, s2.loss_cls: 0.0283, s2.acc: 95.6982, s2.loss_bbox: 0.0603, s2.loss_mask: 0.0389, loss: 0.8966 2022-06-09 13:27:51,797 - mmdet - INFO - Exp name: htc++_beit_adapter_v2_large_fpn_3x_coco.py 2022-06-09 13:27:51,799 - mmdet - INFO - Epoch [36][6450/7330] lr: 1.000e-06, eta: 0:21:44, time: 1.484, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0149, loss_rpn_bbox: 0.0211, loss_semantic_seg: 0.1381, s0.loss_cls: 0.1302, s0.acc: 95.0171, s0.loss_bbox: 0.0754, s0.loss_mask: 0.1746, s1.loss_cls: 0.0589, s1.acc: 95.5006, s1.loss_bbox: 0.0869, s1.loss_mask: 0.0822, s2.loss_cls: 0.0302, s2.acc: 95.3277, s2.loss_bbox: 0.0592, s2.loss_mask: 0.0389, loss: 0.9105 2022-06-09 13:29:04,939 - mmdet - INFO - Epoch [36][6500/7330] lr: 1.000e-06, eta: 0:20:30, time: 1.463, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0132, loss_rpn_bbox: 0.0196, loss_semantic_seg: 0.1292, s0.loss_cls: 0.1176, s0.acc: 95.5232, s0.loss_bbox: 0.0700, s0.loss_mask: 0.1677, s1.loss_cls: 0.0525, s1.acc: 96.0575, s1.loss_bbox: 0.0815, s1.loss_mask: 0.0794, s2.loss_cls: 0.0268, s2.acc: 95.8922, s2.loss_bbox: 0.0565, s2.loss_mask: 0.0380, loss: 0.8521 2022-06-09 13:30:19,679 - mmdet - INFO - Epoch [36][6550/7330] lr: 1.000e-06, eta: 0:19:16, time: 1.495, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0155, loss_rpn_bbox: 0.0224, loss_semantic_seg: 0.1283, s0.loss_cls: 0.1248, s0.acc: 95.3032, s0.loss_bbox: 0.0735, s0.loss_mask: 0.1698, s1.loss_cls: 0.0553, s1.acc: 95.8748, s1.loss_bbox: 0.0863, s1.loss_mask: 0.0802, s2.loss_cls: 0.0284, s2.acc: 95.6190, s2.loss_bbox: 0.0594, s2.loss_mask: 0.0380, loss: 0.8819 2022-06-09 13:31:33,445 - mmdet - INFO - Epoch [36][6600/7330] lr: 1.000e-06, eta: 0:18:02, time: 1.475, data_time: 0.011, memory: 64799, loss_rpn_cls: 0.0156, loss_rpn_bbox: 0.0223, loss_semantic_seg: 0.1283, s0.loss_cls: 0.1287, s0.acc: 95.0867, s0.loss_bbox: 0.0761, s0.loss_mask: 0.1767, s1.loss_cls: 0.0578, s1.acc: 95.5627, s1.loss_bbox: 0.0925, s1.loss_mask: 0.0832, s2.loss_cls: 0.0300, s2.acc: 95.2799, s2.loss_bbox: 0.0607, s2.loss_mask: 0.0391, loss: 0.9110 2022-06-09 13:32:46,027 - mmdet - INFO - Epoch [36][6650/7330] lr: 1.000e-06, eta: 0:16:48, time: 1.452, data_time: 0.011, memory: 64799, loss_rpn_cls: 0.0153, loss_rpn_bbox: 0.0224, loss_semantic_seg: 0.1301, s0.loss_cls: 0.1295, s0.acc: 95.1084, s0.loss_bbox: 0.0755, s0.loss_mask: 0.1754, s1.loss_cls: 0.0578, s1.acc: 95.6576, s1.loss_bbox: 0.0886, s1.loss_mask: 0.0826, s2.loss_cls: 0.0297, s2.acc: 95.4808, s2.loss_bbox: 0.0601, s2.loss_mask: 0.0392, loss: 0.9062 2022-06-09 13:33:58,527 - mmdet - INFO - Epoch [36][6700/7330] lr: 1.000e-06, eta: 0:15:34, time: 1.450, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0151, loss_rpn_bbox: 0.0216, loss_semantic_seg: 0.1397, s0.loss_cls: 0.1216, s0.acc: 95.3760, s0.loss_bbox: 0.0728, s0.loss_mask: 0.1733, s1.loss_cls: 0.0542, s1.acc: 95.9463, s1.loss_bbox: 0.0874, s1.loss_mask: 0.0825, s2.loss_cls: 0.0278, s2.acc: 95.8204, s2.loss_bbox: 0.0604, s2.loss_mask: 0.0392, loss: 0.8957 2022-06-09 13:35:11,918 - mmdet - INFO - Epoch [36][6750/7330] lr: 1.000e-06, eta: 0:14:19, time: 1.468, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0152, loss_rpn_bbox: 0.0219, loss_semantic_seg: 0.1357, s0.loss_cls: 0.1234, s0.acc: 95.3455, s0.loss_bbox: 0.0735, s0.loss_mask: 0.1717, s1.loss_cls: 0.0559, s1.acc: 95.7816, s1.loss_bbox: 0.0862, s1.loss_mask: 0.0815, s2.loss_cls: 0.0289, s2.acc: 95.5562, s2.loss_bbox: 0.0595, s2.loss_mask: 0.0386, loss: 0.8919 2022-06-09 13:36:24,614 - mmdet - INFO - Epoch [36][6800/7330] lr: 1.000e-06, eta: 0:13:05, time: 1.454, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0140, loss_rpn_bbox: 0.0205, loss_semantic_seg: 0.1343, s0.loss_cls: 0.1156, s0.acc: 95.5842, s0.loss_bbox: 0.0675, s0.loss_mask: 0.1676, s1.loss_cls: 0.0512, s1.acc: 96.0821, s1.loss_bbox: 0.0811, s1.loss_mask: 0.0803, s2.loss_cls: 0.0260, s2.acc: 95.9905, s2.loss_bbox: 0.0568, s2.loss_mask: 0.0382, loss: 0.8532 2022-06-09 13:37:39,130 - mmdet - INFO - Epoch [36][6850/7330] lr: 1.000e-06, eta: 0:11:51, time: 1.488, data_time: 0.016, memory: 64799, loss_rpn_cls: 0.0154, loss_rpn_bbox: 0.0230, loss_semantic_seg: 0.1276, s0.loss_cls: 0.1265, s0.acc: 95.1616, s0.loss_bbox: 0.0770, s0.loss_mask: 0.1790, s1.loss_cls: 0.0570, s1.acc: 95.6701, s1.loss_bbox: 0.0918, s1.loss_mask: 0.0845, s2.loss_cls: 0.0294, s2.acc: 95.4123, s2.loss_bbox: 0.0621, s2.loss_mask: 0.0402, loss: 0.9134 2022-06-09 13:38:53,104 - mmdet - INFO - Epoch [36][6900/7330] lr: 1.000e-06, eta: 0:10:37, time: 1.482, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0143, loss_rpn_bbox: 0.0218, loss_semantic_seg: 0.1281, s0.loss_cls: 0.1211, s0.acc: 95.3916, s0.loss_bbox: 0.0720, s0.loss_mask: 0.1720, s1.loss_cls: 0.0530, s1.acc: 96.0132, s1.loss_bbox: 0.0846, s1.loss_mask: 0.0817, s2.loss_cls: 0.0277, s2.acc: 95.8471, s2.loss_bbox: 0.0586, s2.loss_mask: 0.0390, loss: 0.8739 2022-06-09 13:40:06,075 - mmdet - INFO - Epoch [36][6950/7330] lr: 1.000e-06, eta: 0:09:23, time: 1.459, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0161, loss_rpn_bbox: 0.0218, loss_semantic_seg: 0.1348, s0.loss_cls: 0.1198, s0.acc: 95.4316, s0.loss_bbox: 0.0733, s0.loss_mask: 0.1744, s1.loss_cls: 0.0526, s1.acc: 95.9223, s1.loss_bbox: 0.0871, s1.loss_mask: 0.0826, s2.loss_cls: 0.0269, s2.acc: 95.7703, s2.loss_bbox: 0.0587, s2.loss_mask: 0.0391, loss: 0.8872 2022-06-09 13:41:19,565 - mmdet - INFO - Epoch [36][7000/7330] lr: 1.000e-06, eta: 0:08:09, time: 1.469, data_time: 0.018, memory: 64799, loss_rpn_cls: 0.0127, loss_rpn_bbox: 0.0192, loss_semantic_seg: 0.1344, s0.loss_cls: 0.1226, s0.acc: 95.3706, s0.loss_bbox: 0.0736, s0.loss_mask: 0.1720, s1.loss_cls: 0.0549, s1.acc: 95.7898, s1.loss_bbox: 0.0868, s1.loss_mask: 0.0822, s2.loss_cls: 0.0275, s2.acc: 95.7953, s2.loss_bbox: 0.0602, s2.loss_mask: 0.0393, loss: 0.8854 2022-06-09 13:42:33,541 - mmdet - INFO - Epoch [36][7050/7330] lr: 1.000e-06, eta: 0:06:55, time: 1.480, data_time: 0.015, memory: 64799, loss_rpn_cls: 0.0141, loss_rpn_bbox: 0.0225, loss_semantic_seg: 0.1322, s0.loss_cls: 0.1239, s0.acc: 95.2383, s0.loss_bbox: 0.0727, s0.loss_mask: 0.1718, s1.loss_cls: 0.0560, s1.acc: 95.6907, s1.loss_bbox: 0.0858, s1.loss_mask: 0.0810, s2.loss_cls: 0.0287, s2.acc: 95.5943, s2.loss_bbox: 0.0599, s2.loss_mask: 0.0386, loss: 0.8873 2022-06-09 13:43:46,365 - mmdet - INFO - Epoch [36][7100/7330] lr: 1.000e-06, eta: 0:05:40, time: 1.457, data_time: 0.013, memory: 64799, loss_rpn_cls: 0.0140, loss_rpn_bbox: 0.0192, loss_semantic_seg: 0.1333, s0.loss_cls: 0.1179, s0.acc: 95.5197, s0.loss_bbox: 0.0679, s0.loss_mask: 0.1729, s1.loss_cls: 0.0518, s1.acc: 96.0768, s1.loss_bbox: 0.0817, s1.loss_mask: 0.0828, s2.loss_cls: 0.0265, s2.acc: 95.9730, s2.loss_bbox: 0.0588, s2.loss_mask: 0.0399, loss: 0.8667 2022-06-09 13:44:59,298 - mmdet - INFO - Epoch [36][7150/7330] lr: 1.000e-06, eta: 0:04:26, time: 1.459, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0154, loss_rpn_bbox: 0.0209, loss_semantic_seg: 0.1397, s0.loss_cls: 0.1249, s0.acc: 95.2141, s0.loss_bbox: 0.0747, s0.loss_mask: 0.1728, s1.loss_cls: 0.0555, s1.acc: 95.7848, s1.loss_bbox: 0.0902, s1.loss_mask: 0.0823, s2.loss_cls: 0.0285, s2.acc: 95.5701, s2.loss_bbox: 0.0611, s2.loss_mask: 0.0393, loss: 0.9054 2022-06-09 13:46:12,316 - mmdet - INFO - Epoch [36][7200/7330] lr: 1.000e-06, eta: 0:03:12, time: 1.461, data_time: 0.014, memory: 64799, loss_rpn_cls: 0.0138, loss_rpn_bbox: 0.0207, loss_semantic_seg: 0.1411, s0.loss_cls: 0.1214, s0.acc: 95.3765, s0.loss_bbox: 0.0715, s0.loss_mask: 0.1710, s1.loss_cls: 0.0538, s1.acc: 95.8567, s1.loss_bbox: 0.0867, s1.loss_mask: 0.0810, s2.loss_cls: 0.0281, s2.acc: 95.6368, s2.loss_bbox: 0.0597, s2.loss_mask: 0.0385, loss: 0.8874 2022-06-09 13:47:26,552 - mmdet - INFO - Epoch [36][7250/7330] lr: 1.000e-06, eta: 0:01:58, time: 1.484, data_time: 0.017, memory: 64799, loss_rpn_cls: 0.0149, loss_rpn_bbox: 0.0222, loss_semantic_seg: 0.1371, s0.loss_cls: 0.1277, s0.acc: 95.2161, s0.loss_bbox: 0.0751, s0.loss_mask: 0.1734, s1.loss_cls: 0.0571, s1.acc: 95.6930, s1.loss_bbox: 0.0892, s1.loss_mask: 0.0823, s2.loss_cls: 0.0298, s2.acc: 95.4513, s2.loss_bbox: 0.0606, s2.loss_mask: 0.0392, loss: 0.9085 2022-06-09 13:48:40,402 - mmdet - INFO - Epoch [36][7300/7330] lr: 1.000e-06, eta: 0:00:44, time: 1.477, data_time: 0.019, memory: 64799, loss_rpn_cls: 0.0151, loss_rpn_bbox: 0.0210, loss_semantic_seg: 0.1293, s0.loss_cls: 0.1198, s0.acc: 95.4275, s0.loss_bbox: 0.0716, s0.loss_mask: 0.1688, s1.loss_cls: 0.0534, s1.acc: 95.9332, s1.loss_bbox: 0.0840, s1.loss_mask: 0.0797, s2.loss_cls: 0.0274, s2.acc: 95.7419, s2.loss_bbox: 0.0576, s2.loss_mask: 0.0378, loss: 0.8655 2022-06-09 13:49:43,203 - mmdet - INFO - Saving checkpoint at 36 epochs 2022-06-09 13:53:43,828 - mmdet - INFO - Evaluating bbox... 2022-06-09 13:54:25,046 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.584 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.771 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.642 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.441 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.622 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.725 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.742 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.742 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.742 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.615 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.775 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.864 2022-06-09 13:54:25,052 - mmdet - INFO - Evaluating segm... 2022-06-09 13:55:11,439 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.508 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.750 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.556 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.331 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.542 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.687 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.645 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.645 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.645 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.503 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 ] = 0.780 2022-06-09 13:55:12,385 - mmdet - INFO - Exp name: htc++_beit_adapter_v2_large_fpn_3x_coco.py 2022-06-09 13:55:12,386 - mmdet - INFO - Epoch(val) [36][313] bbox_mAP: 0.5840, bbox_mAP_50: 0.7710, bbox_mAP_75: 0.6420, bbox_mAP_s: 0.4410, bbox_mAP_m: 0.6220, bbox_mAP_l: 0.7250, bbox_mAP_copypaste: 0.584 0.771 0.642 0.441 0.622 0.725, segm_mAP: 0.5080, segm_mAP_50: 0.7500, segm_mAP_75: 0.5560, segm_mAP_s: 0.3310, segm_mAP_m: 0.5420, segm_mAP_l: 0.6870, segm_mAP_copypaste: 0.508 0.750 0.556 0.331 0.542 0.687