diff --git "a/detection/mask_rcnn_deit_vit_l_fpn_1x_coco_bs16.log" "b/detection/mask_rcnn_deit_vit_l_fpn_1x_coco_bs16.log" new file mode 100644--- /dev/null +++ "b/detection/mask_rcnn_deit_vit_l_fpn_1x_coco_bs16.log" @@ -0,0 +1,4463 @@ +2024-05-27 14:28:45,170 - mmdet - INFO - Environment info: +------------------------------------------------------------ +sys.platform: linux +Python: 3.9.19 (main, May 6 2024, 19:43:03) [GCC 11.2.0] +CUDA available: True +GPU 0,1,2,3,4,5,6,7: NVIDIA A100-SXM4-80GB +CUDA_HOME: /mnt/petrelfs/share/cuda-11.7/ +NVCC: Cuda compilation tools, release 11.7, V11.7.99 +GCC: gcc (GCC) 7.3.0 +PyTorch: 1.12.0+cu113 +PyTorch compiling details: PyTorch built with: + - GCC 9.3 + - 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 v2.6.0 (Git Hash 52b5f107dd9cf10910aaa19cb47f3abf9b349815) + - OpenMP 201511 (a.k.a. OpenMP 4.5) + - LAPACK is enabled (usually provided by MKL) + - NNPACK is enabled + - CPU capability usage: AVX2 + - CUDA Runtime 11.3 + - NVCC architecture flags: -gencode;arch=compute_37,code=sm_37;-gencode;arch=compute_50,code=sm_50;-gencode;arch=compute_60,code=sm_60;-gencode;arch=compute_70,code=sm_70;-gencode;arch=compute_75,code=sm_75;-gencode;arch=compute_80,code=sm_80;-gencode;arch=compute_86,code=sm_86 + - CuDNN 8.3.2 (built against CUDA 11.5) + - Magma 2.5.2 + - Build settings: BLAS_INFO=mkl, BUILD_TYPE=Release, CUDA_VERSION=11.3, CUDNN_VERSION=8.3.2, CXX_COMPILER=/opt/rh/devtoolset-9/root/usr/bin/c++, CXX_FLAGS= -Wno-deprecated -fvisibility-inlines-hidden -DUSE_PTHREADPOOL -fopenmp -DNDEBUG -DUSE_KINETO -DUSE_FBGEMM -DUSE_QNNPACK -DUSE_PYTORCH_QNNPACK -DUSE_XNNPACK -DSYMBOLICATE_MOBILE_DEBUG_HANDLE -DEDGE_PROFILER_USE_KINETO -O2 -fPIC -Wno-narrowing -Wall -Wextra -Werror=return-type -Wno-missing-field-initializers -Wno-type-limits -Wno-array-bounds -Wno-unknown-pragmas -Wno-unused-parameter -Wno-unused-function -Wno-unused-result -Wno-unused-local-typedefs -Wno-strict-overflow -Wno-strict-aliasing -Wno-error=deprecated-declarations -Wno-stringop-overflow -Wno-psabi -Wno-error=pedantic -Wno-error=redundant-decls -Wno-error=old-style-cast -fdiagnostics-color=always -faligned-new -Wno-unused-but-set-variable -Wno-maybe-uninitialized -fno-math-errno -fno-trapping-math -Werror=format -Werror=cast-function-type -Wno-stringop-overflow, LAPACK_INFO=mkl, PERF_WITH_AVX=1, PERF_WITH_AVX2=1, PERF_WITH_AVX512=1, TORCH_VERSION=1.12.0, USE_CUDA=ON, USE_CUDNN=ON, USE_EXCEPTION_PTR=1, USE_GFLAGS=OFF, USE_GLOG=OFF, USE_MKL=ON, USE_MKLDNN=OFF, USE_MPI=OFF, USE_NCCL=ON, USE_NNPACK=ON, USE_OPENMP=ON, USE_ROCM=OFF, + +TorchVision: 0.13.0+cu113 +OpenCV: 4.9.0 +MMCV: 1.7.0 +MMCV Compiler: GCC 7.3 +MMCV CUDA Compiler: 11.7 +MMDetection: 2.25.3+d30b7c1 +------------------------------------------------------------ + +2024-05-27 14:28:45,803 - mmdet - INFO - Distributed training: True +2024-05-27 14:28:46,419 - mmdet - INFO - Config: +model = dict( + type='MaskRCNN', + backbone=dict( + type='vit_models', + pretrain_img_size=224, + pretrain_patch_size=16, + patch_size=16, + embed_dim=1024, + depth=24, + num_heads=16, + mlp_ratio=4.0, + qkv_bias=True, + drop_path_rate=0.4, + init_scale=1, + with_fpn=True, + out_indices=[23], + output_dtype='float32', + window_attn=[ + True, True, False, True, True, False, True, True, False, True, + True, False, True, True, False, True, True, False, True, True, + False, True, True, False + ], + window_size=[ + 14, 14, -1, 14, 14, -1, 14, 14, -1, 14, 14, -1, 14, 14, -1, 14, 14, + -1, 14, 14, -1, 14, 14, -1 + ], + use_flash_attn=True, + pretrained='./pretrained/deit_3_large_224_21k.pth'), + neck=dict( + type='FPN', + in_channels=[1024, 1024, 1024, 1024], + out_channels=256, + num_outs=5), + rpn_head=dict( + type='RPNHead', + in_channels=256, + feat_channels=256, + anchor_generator=dict( + type='AnchorGenerator', + scales=[8], + ratios=[0.5, 1.0, 2.0], + strides=[4, 8, 16, 32, 64]), + bbox_coder=dict( + type='DeltaXYWHBBoxCoder', + target_means=[0.0, 0.0, 0.0, 0.0], + target_stds=[1.0, 1.0, 1.0, 1.0]), + loss_cls=dict( + type='CrossEntropyLoss', use_sigmoid=True, loss_weight=1.0), + loss_bbox=dict(type='L1Loss', loss_weight=1.0)), + roi_head=dict( + type='StandardRoIHead', + bbox_roi_extractor=dict( + type='SingleRoIExtractor', + roi_layer=dict(type='RoIAlign', output_size=7, sampling_ratio=0), + out_channels=256, + featmap_strides=[4, 8, 16, 32]), + bbox_head=dict( + type='Shared2FCBBoxHead', + in_channels=256, + fc_out_channels=1024, + roi_feat_size=7, + num_classes=80, + bbox_coder=dict( + type='DeltaXYWHBBoxCoder', + target_means=[0.0, 0.0, 0.0, 0.0], + target_stds=[0.1, 0.1, 0.2, 0.2]), + reg_class_agnostic=False, + loss_cls=dict( + type='CrossEntropyLoss', use_sigmoid=False, loss_weight=1.0), + loss_bbox=dict(type='L1Loss', loss_weight=1.0)), + mask_roi_extractor=dict( + type='SingleRoIExtractor', + roi_layer=dict(type='RoIAlign', output_size=14, sampling_ratio=0), + out_channels=256, + featmap_strides=[4, 8, 16, 32]), + mask_head=dict( + type='FCNMaskHead', + num_convs=4, + in_channels=256, + conv_out_channels=256, + num_classes=80, + loss_mask=dict( + type='CrossEntropyLoss', use_mask=True, loss_weight=1.0))), + train_cfg=dict( + rpn=dict( + assigner=dict( + type='MaxIoUAssigner', + pos_iou_thr=0.7, + neg_iou_thr=0.3, + min_pos_iou=0.3, + match_low_quality=True, + ignore_iof_thr=-1), + sampler=dict( + type='RandomSampler', + num=256, + pos_fraction=0.5, + neg_pos_ub=-1, + add_gt_as_proposals=False), + allowed_border=-1, + pos_weight=-1, + debug=False), + rpn_proposal=dict( + nms_pre=2000, + max_per_img=1000, + nms=dict(type='nms', iou_threshold=0.7), + min_bbox_size=0), + rcnn=dict( + assigner=dict( + type='MaxIoUAssigner', + pos_iou_thr=0.5, + neg_iou_thr=0.5, + min_pos_iou=0.5, + match_low_quality=True, + ignore_iof_thr=-1), + sampler=dict( + type='RandomSampler', + num=512, + pos_fraction=0.25, + neg_pos_ub=-1, + add_gt_as_proposals=True), + mask_size=28, + pos_weight=-1, + debug=False)), + test_cfg=dict( + rpn=dict( + nms_pre=1000, + max_per_img=1000, + nms=dict(type='nms', iou_threshold=0.7), + min_bbox_size=0), + rcnn=dict( + score_thr=0.05, + nms=dict(type='nms', iou_threshold=0.5), + max_per_img=100, + mask_thr_binary=0.5))) +dataset_type = 'CocoDataset' +data_root = 'data/coco/' +img_norm_cfg = dict( + mean=[127.5, 127.5, 127.5], std=[127.5, 127.5, 127.5], to_rgb=True) +train_pipeline = [ + dict(type='LoadImageFromFile'), + dict(type='LoadAnnotations', with_bbox=True, with_mask=True), + dict(type='Resize', img_scale=(1024, 614), keep_ratio=True), + dict(type='RandomFlip', flip_ratio=0.5), + dict( + type='Normalize', + mean=[127.5, 127.5, 127.5], + std=[127.5, 127.5, 127.5], + to_rgb=True), + dict(type='Pad', size_divisor=64), + dict(type='DefaultFormatBundle'), + dict(type='Collect', keys=['img', 'gt_bboxes', 'gt_labels', 'gt_masks']) +] +test_pipeline = [ + dict(type='LoadImageFromFile'), + dict( + type='MultiScaleFlipAug', + img_scale=(1024, 614), + flip=False, + transforms=[ + dict(type='Resize', keep_ratio=True), + dict(type='RandomFlip'), + dict( + type='Normalize', + mean=[127.5, 127.5, 127.5], + std=[127.5, 127.5, 127.5], + to_rgb=True), + dict(type='Pad', size_divisor=64), + dict(type='ImageToTensor', keys=['img']), + dict(type='Collect', keys=['img']) + ]) +] +data = dict( + samples_per_gpu=2, + workers_per_gpu=2, + train=dict( + type='CocoDataset', + ann_file='data/coco/annotations/instances_train2017.json', + img_prefix='data/coco/train2017/', + pipeline=[ + dict(type='LoadImageFromFile'), + dict(type='LoadAnnotations', with_bbox=True, with_mask=True), + dict(type='Resize', img_scale=(1024, 614), keep_ratio=True), + dict(type='RandomFlip', flip_ratio=0.5), + dict( + type='Normalize', + mean=[127.5, 127.5, 127.5], + std=[127.5, 127.5, 127.5], + to_rgb=True), + dict(type='Pad', size_divisor=64), + dict(type='DefaultFormatBundle'), + dict( + type='Collect', + keys=['img', 'gt_bboxes', 'gt_labels', 'gt_masks']) + ]), + val=dict( + type='CocoDataset', + ann_file='data/coco/annotations/instances_val2017.json', + img_prefix='data/coco/val2017/', + pipeline=[ + dict(type='LoadImageFromFile'), + dict( + type='MultiScaleFlipAug', + img_scale=(1024, 614), + flip=False, + transforms=[ + dict(type='Resize', keep_ratio=True), + dict(type='RandomFlip'), + dict( + type='Normalize', + mean=[127.5, 127.5, 127.5], + std=[127.5, 127.5, 127.5], + to_rgb=True), + dict(type='Pad', size_divisor=64), + dict(type='ImageToTensor', keys=['img']), + dict(type='Collect', keys=['img']) + ]) + ]), + test=dict( + type='CocoDataset', + ann_file='data/coco/annotations/instances_val2017.json', + img_prefix='data/coco/val2017/', + pipeline=[ + dict(type='LoadImageFromFile'), + dict( + type='MultiScaleFlipAug', + img_scale=(1024, 614), + flip=False, + transforms=[ + dict(type='Resize', keep_ratio=True), + dict(type='RandomFlip'), + dict( + type='Normalize', + mean=[127.5, 127.5, 127.5], + std=[127.5, 127.5, 127.5], + to_rgb=True), + dict(type='Pad', size_divisor=64), + dict(type='ImageToTensor', keys=['img']), + dict(type='Collect', keys=['img']) + ]) + ])) +evaluation = dict(metric=['bbox', 'segm'], interval=1, save_best=None) +optimizer = dict( + type='AdamW', + lr=0.0001, + betas=(0.9, 0.999), + weight_decay=0.05, + constructor='CustomLayerDecayOptimizerConstructorMMDet', + paramwise_cfg=dict(num_layers=24, layer_decay_rate=0.95)) +optimizer_config = dict(grad_clip=None) +lr_config = dict( + policy='step', + warmup='linear', + warmup_iters=500, + warmup_ratio=0.001, + step=[8, 11]) +runner = dict(type='EpochBasedRunner', max_epochs=12) +checkpoint_config = dict(interval=1, deepspeed=True, max_keep_ckpts=1) +log_config = dict(interval=50, hooks=[dict(type='TextLoggerHook')]) +custom_hooks = [dict(type='ToBFloat16HookMMDet', priority=49)] +dist_params = dict(backend='nccl') +log_level = 'INFO' +load_from = None +resume_from = None +workflow = [('train', 1)] +opencv_num_threads = 0 +mp_start_method = 'fork' +auto_scale_lr = dict(enable=False, base_batch_size=16) +deepspeed = True +deepspeed_config = 'zero_configs/adam_zero1_bf16.json' +pretrained = './pretrained/deit_3_large_224_21k.pth' +custom_imports = dict( + imports=['mmdet.mmcv_custom'], allow_failed_imports=False) +work_dir = './work_dirs/mask_rcnn_deit_vit_l_fpn_1x_coco_bs16' +auto_resume = True +gpu_ids = range(0, 8) + +2024-05-27 14:28:51,495 - mmdet - INFO - Set random seed to 264270979, deterministic: False +2024-05-27 14:28:58,930 - mmdet - INFO - _IncompatibleKeys(missing_keys=[], unexpected_keys=['cls_token', 'norm.weight', 'norm.bias', 'head.weight', 'head.bias']) +2024-05-27 14:29:08,100 - mmdet - INFO - initialize FPN with init_cfg {'type': 'Xavier', 'layer': 'Conv2d', 'distribution': 'uniform'} +2024-05-27 14:29:08,701 - mmdet - INFO - initialize RPNHead with init_cfg {'type': 'Normal', 'layer': 'Conv2d', 'std': 0.01} +2024-05-27 14:29:08,801 - mmdet - INFO - initialize Shared2FCBBoxHead with init_cfg [{'type': 'Normal', 'std': 0.01, 'override': {'name': 'fc_cls'}}, {'type': 'Normal', 'std': 0.001, 'override': {'name': 'fc_reg'}}, {'type': 'Xavier', 'distribution': 'uniform', 'override': [{'name': 'shared_fcs'}, {'name': 'cls_fcs'}, {'name': 'reg_fcs'}]}] +Name of parameter - Initialization information + +backbone.pos_embed - torch.Size([1, 196, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.patch_embed.proj.weight - torch.Size([1024, 3, 16, 16]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.patch_embed.proj.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.0.gamma_1 - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.0.gamma_2 - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.0.norm1.weight - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.0.norm1.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.0.attn.qkv.weight - torch.Size([3072, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.0.attn.qkv.bias - torch.Size([3072]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.0.attn.proj.weight - torch.Size([1024, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.0.attn.proj.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.0.norm2.weight - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.0.norm2.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.0.mlp.fc1.weight - torch.Size([4096, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.0.mlp.fc1.bias - torch.Size([4096]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.0.mlp.fc2.weight - torch.Size([1024, 4096]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.0.mlp.fc2.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.1.gamma_1 - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.1.gamma_2 - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.1.norm1.weight - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.1.norm1.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.1.attn.qkv.weight - torch.Size([3072, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.1.attn.qkv.bias - torch.Size([3072]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.1.attn.proj.weight - torch.Size([1024, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.1.attn.proj.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.1.norm2.weight - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.1.norm2.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.1.mlp.fc1.weight - torch.Size([4096, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.1.mlp.fc1.bias - torch.Size([4096]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.1.mlp.fc2.weight - torch.Size([1024, 4096]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.1.mlp.fc2.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.2.gamma_1 - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.2.gamma_2 - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.2.norm1.weight - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.2.norm1.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.2.attn.qkv.weight - torch.Size([3072, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.2.attn.qkv.bias - torch.Size([3072]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.2.attn.proj.weight - torch.Size([1024, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.2.attn.proj.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.2.norm2.weight - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.2.norm2.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.2.mlp.fc1.weight - torch.Size([4096, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.2.mlp.fc1.bias - torch.Size([4096]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.2.mlp.fc2.weight - torch.Size([1024, 4096]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.2.mlp.fc2.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.3.gamma_1 - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.3.gamma_2 - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.3.norm1.weight - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.3.norm1.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.3.attn.qkv.weight - torch.Size([3072, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.3.attn.qkv.bias - torch.Size([3072]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.3.attn.proj.weight - torch.Size([1024, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.3.attn.proj.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.3.norm2.weight - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.3.norm2.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.3.mlp.fc1.weight - torch.Size([4096, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.3.mlp.fc1.bias - torch.Size([4096]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.3.mlp.fc2.weight - torch.Size([1024, 4096]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.3.mlp.fc2.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.4.gamma_1 - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.4.gamma_2 - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.4.norm1.weight - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.4.norm1.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.4.attn.qkv.weight - torch.Size([3072, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.4.attn.qkv.bias - torch.Size([3072]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.4.attn.proj.weight - torch.Size([1024, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.4.attn.proj.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.4.norm2.weight - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.4.norm2.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.4.mlp.fc1.weight - torch.Size([4096, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.4.mlp.fc1.bias - torch.Size([4096]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.4.mlp.fc2.weight - torch.Size([1024, 4096]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.4.mlp.fc2.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.5.gamma_1 - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.5.gamma_2 - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.5.norm1.weight - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.5.norm1.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.5.attn.qkv.weight - torch.Size([3072, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.5.attn.qkv.bias - torch.Size([3072]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.5.attn.proj.weight - torch.Size([1024, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.5.attn.proj.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.5.norm2.weight - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.5.norm2.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.5.mlp.fc1.weight - torch.Size([4096, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.5.mlp.fc1.bias - torch.Size([4096]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.5.mlp.fc2.weight - torch.Size([1024, 4096]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.5.mlp.fc2.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.6.gamma_1 - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.6.gamma_2 - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.6.norm1.weight - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.6.norm1.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.6.attn.qkv.weight - torch.Size([3072, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.6.attn.qkv.bias - torch.Size([3072]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.6.attn.proj.weight - torch.Size([1024, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.6.attn.proj.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.6.norm2.weight - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.6.norm2.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.6.mlp.fc1.weight - torch.Size([4096, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.6.mlp.fc1.bias - torch.Size([4096]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.6.mlp.fc2.weight - torch.Size([1024, 4096]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.6.mlp.fc2.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.7.gamma_1 - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.7.gamma_2 - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.7.norm1.weight - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.7.norm1.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.7.attn.qkv.weight - torch.Size([3072, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.7.attn.qkv.bias - torch.Size([3072]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.7.attn.proj.weight - torch.Size([1024, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.7.attn.proj.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.7.norm2.weight - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.7.norm2.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.7.mlp.fc1.weight - torch.Size([4096, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.7.mlp.fc1.bias - torch.Size([4096]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.7.mlp.fc2.weight - torch.Size([1024, 4096]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.7.mlp.fc2.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.8.gamma_1 - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.8.gamma_2 - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.8.norm1.weight - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.8.norm1.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.8.attn.qkv.weight - torch.Size([3072, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.8.attn.qkv.bias - torch.Size([3072]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.8.attn.proj.weight - torch.Size([1024, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.8.attn.proj.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.8.norm2.weight - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.8.norm2.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.8.mlp.fc1.weight - torch.Size([4096, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.8.mlp.fc1.bias - torch.Size([4096]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.8.mlp.fc2.weight - torch.Size([1024, 4096]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.8.mlp.fc2.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.9.gamma_1 - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.9.gamma_2 - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.9.norm1.weight - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.9.norm1.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.9.attn.qkv.weight - torch.Size([3072, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.9.attn.qkv.bias - torch.Size([3072]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.9.attn.proj.weight - torch.Size([1024, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.9.attn.proj.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.9.norm2.weight - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.9.norm2.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.9.mlp.fc1.weight - torch.Size([4096, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.9.mlp.fc1.bias - torch.Size([4096]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.9.mlp.fc2.weight - torch.Size([1024, 4096]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.9.mlp.fc2.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.10.gamma_1 - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.10.gamma_2 - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.10.norm1.weight - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.10.norm1.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.10.attn.qkv.weight - torch.Size([3072, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.10.attn.qkv.bias - torch.Size([3072]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.10.attn.proj.weight - torch.Size([1024, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.10.attn.proj.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.10.norm2.weight - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.10.norm2.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.10.mlp.fc1.weight - torch.Size([4096, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.10.mlp.fc1.bias - torch.Size([4096]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.10.mlp.fc2.weight - torch.Size([1024, 4096]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.10.mlp.fc2.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.11.gamma_1 - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.11.gamma_2 - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.11.norm1.weight - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.11.norm1.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.11.attn.qkv.weight - torch.Size([3072, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.11.attn.qkv.bias - torch.Size([3072]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.11.attn.proj.weight - torch.Size([1024, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.11.attn.proj.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.11.norm2.weight - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.11.norm2.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.11.mlp.fc1.weight - torch.Size([4096, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.11.mlp.fc1.bias - torch.Size([4096]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.11.mlp.fc2.weight - torch.Size([1024, 4096]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.11.mlp.fc2.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.12.gamma_1 - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.12.gamma_2 - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.12.norm1.weight - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.12.norm1.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.12.attn.qkv.weight - torch.Size([3072, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.12.attn.qkv.bias - torch.Size([3072]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.12.attn.proj.weight - torch.Size([1024, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.12.attn.proj.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.12.norm2.weight - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.12.norm2.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.12.mlp.fc1.weight - torch.Size([4096, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.12.mlp.fc1.bias - torch.Size([4096]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.12.mlp.fc2.weight - torch.Size([1024, 4096]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.12.mlp.fc2.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.13.gamma_1 - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.13.gamma_2 - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.13.norm1.weight - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.13.norm1.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.13.attn.qkv.weight - torch.Size([3072, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.13.attn.qkv.bias - torch.Size([3072]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.13.attn.proj.weight - torch.Size([1024, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.13.attn.proj.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.13.norm2.weight - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.13.norm2.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.13.mlp.fc1.weight - torch.Size([4096, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.13.mlp.fc1.bias - torch.Size([4096]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.13.mlp.fc2.weight - torch.Size([1024, 4096]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.13.mlp.fc2.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.14.gamma_1 - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.14.gamma_2 - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.14.norm1.weight - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.14.norm1.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.14.attn.qkv.weight - torch.Size([3072, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.14.attn.qkv.bias - torch.Size([3072]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.14.attn.proj.weight - torch.Size([1024, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.14.attn.proj.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.14.norm2.weight - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.14.norm2.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.14.mlp.fc1.weight - torch.Size([4096, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.14.mlp.fc1.bias - torch.Size([4096]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.14.mlp.fc2.weight - torch.Size([1024, 4096]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.14.mlp.fc2.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.15.gamma_1 - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.15.gamma_2 - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.15.norm1.weight - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.15.norm1.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.15.attn.qkv.weight - torch.Size([3072, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.15.attn.qkv.bias - torch.Size([3072]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.15.attn.proj.weight - torch.Size([1024, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.15.attn.proj.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.15.norm2.weight - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.15.norm2.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.15.mlp.fc1.weight - torch.Size([4096, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.15.mlp.fc1.bias - torch.Size([4096]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.15.mlp.fc2.weight - torch.Size([1024, 4096]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.15.mlp.fc2.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.16.gamma_1 - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.16.gamma_2 - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.16.norm1.weight - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.16.norm1.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.16.attn.qkv.weight - torch.Size([3072, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.16.attn.qkv.bias - torch.Size([3072]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.16.attn.proj.weight - torch.Size([1024, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.16.attn.proj.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.16.norm2.weight - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.16.norm2.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.16.mlp.fc1.weight - torch.Size([4096, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.16.mlp.fc1.bias - torch.Size([4096]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.16.mlp.fc2.weight - torch.Size([1024, 4096]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.16.mlp.fc2.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.17.gamma_1 - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.17.gamma_2 - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.17.norm1.weight - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.17.norm1.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.17.attn.qkv.weight - torch.Size([3072, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.17.attn.qkv.bias - torch.Size([3072]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.17.attn.proj.weight - torch.Size([1024, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.17.attn.proj.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.17.norm2.weight - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.17.norm2.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.17.mlp.fc1.weight - torch.Size([4096, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.17.mlp.fc1.bias - torch.Size([4096]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.17.mlp.fc2.weight - torch.Size([1024, 4096]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.17.mlp.fc2.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.18.gamma_1 - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.18.gamma_2 - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.18.norm1.weight - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.18.norm1.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.18.attn.qkv.weight - torch.Size([3072, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.18.attn.qkv.bias - torch.Size([3072]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.18.attn.proj.weight - torch.Size([1024, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.18.attn.proj.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.18.norm2.weight - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.18.norm2.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.18.mlp.fc1.weight - torch.Size([4096, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.18.mlp.fc1.bias - torch.Size([4096]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.18.mlp.fc2.weight - torch.Size([1024, 4096]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.18.mlp.fc2.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.19.gamma_1 - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.19.gamma_2 - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.19.norm1.weight - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.19.norm1.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.19.attn.qkv.weight - torch.Size([3072, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.19.attn.qkv.bias - torch.Size([3072]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.19.attn.proj.weight - torch.Size([1024, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.19.attn.proj.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.19.norm2.weight - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.19.norm2.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.19.mlp.fc1.weight - torch.Size([4096, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.19.mlp.fc1.bias - torch.Size([4096]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.19.mlp.fc2.weight - torch.Size([1024, 4096]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.19.mlp.fc2.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.20.gamma_1 - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.20.gamma_2 - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.20.norm1.weight - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.20.norm1.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.20.attn.qkv.weight - torch.Size([3072, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.20.attn.qkv.bias - torch.Size([3072]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.20.attn.proj.weight - torch.Size([1024, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.20.attn.proj.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.20.norm2.weight - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.20.norm2.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.20.mlp.fc1.weight - torch.Size([4096, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.20.mlp.fc1.bias - torch.Size([4096]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.20.mlp.fc2.weight - torch.Size([1024, 4096]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.20.mlp.fc2.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.21.gamma_1 - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.21.gamma_2 - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.21.norm1.weight - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.21.norm1.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.21.attn.qkv.weight - torch.Size([3072, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.21.attn.qkv.bias - torch.Size([3072]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.21.attn.proj.weight - torch.Size([1024, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.21.attn.proj.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.21.norm2.weight - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.21.norm2.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.21.mlp.fc1.weight - torch.Size([4096, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.21.mlp.fc1.bias - torch.Size([4096]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.21.mlp.fc2.weight - torch.Size([1024, 4096]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.21.mlp.fc2.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.22.gamma_1 - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.22.gamma_2 - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.22.norm1.weight - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.22.norm1.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.22.attn.qkv.weight - torch.Size([3072, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.22.attn.qkv.bias - torch.Size([3072]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.22.attn.proj.weight - torch.Size([1024, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.22.attn.proj.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.22.norm2.weight - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.22.norm2.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.22.mlp.fc1.weight - torch.Size([4096, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.22.mlp.fc1.bias - torch.Size([4096]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.22.mlp.fc2.weight - torch.Size([1024, 4096]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.22.mlp.fc2.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.23.gamma_1 - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.23.gamma_2 - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.23.norm1.weight - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.23.norm1.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.23.attn.qkv.weight - torch.Size([3072, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.23.attn.qkv.bias - torch.Size([3072]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.23.attn.proj.weight - torch.Size([1024, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.23.attn.proj.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.23.norm2.weight - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.23.norm2.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.23.mlp.fc1.weight - torch.Size([4096, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.23.mlp.fc1.bias - torch.Size([4096]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.23.mlp.fc2.weight - torch.Size([1024, 4096]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.23.mlp.fc2.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.up1.0.weight - torch.Size([1024, 1024, 2, 2]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.up1.0.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.up1.1.weight - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.up1.1.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.up1.3.weight - torch.Size([1024, 1024, 2, 2]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.up1.3.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.up2.0.weight - torch.Size([1024, 1024, 2, 2]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.up2.0.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +neck.lateral_convs.0.conv.weight - torch.Size([256, 1024, 1, 1]): +XavierInit: gain=1, distribution=uniform, bias=0 + +neck.lateral_convs.0.conv.bias - torch.Size([256]): +The value is the same before and after calling `init_weights` of MaskRCNN + +neck.lateral_convs.1.conv.weight - torch.Size([256, 1024, 1, 1]): +XavierInit: gain=1, distribution=uniform, bias=0 + +neck.lateral_convs.1.conv.bias - torch.Size([256]): +The value is the same before and after calling `init_weights` of MaskRCNN + +neck.lateral_convs.2.conv.weight - torch.Size([256, 1024, 1, 1]): +XavierInit: gain=1, distribution=uniform, bias=0 + +neck.lateral_convs.2.conv.bias - torch.Size([256]): +The value is the same before and after calling `init_weights` of MaskRCNN + +neck.lateral_convs.3.conv.weight - torch.Size([256, 1024, 1, 1]): +XavierInit: gain=1, distribution=uniform, bias=0 + +neck.lateral_convs.3.conv.bias - torch.Size([256]): +The value is the same before and after calling `init_weights` of MaskRCNN + +neck.fpn_convs.0.conv.weight - torch.Size([256, 256, 3, 3]): +XavierInit: gain=1, distribution=uniform, bias=0 + +neck.fpn_convs.0.conv.bias - torch.Size([256]): +The value is the same before and after calling `init_weights` of MaskRCNN + +neck.fpn_convs.1.conv.weight - torch.Size([256, 256, 3, 3]): +XavierInit: gain=1, distribution=uniform, bias=0 + +neck.fpn_convs.1.conv.bias - torch.Size([256]): +The value is the same before and after calling `init_weights` of MaskRCNN + +neck.fpn_convs.2.conv.weight - torch.Size([256, 256, 3, 3]): +XavierInit: gain=1, distribution=uniform, bias=0 + +neck.fpn_convs.2.conv.bias - torch.Size([256]): +The value is the same before and after calling `init_weights` of MaskRCNN + +neck.fpn_convs.3.conv.weight - torch.Size([256, 256, 3, 3]): +XavierInit: gain=1, distribution=uniform, bias=0 + +neck.fpn_convs.3.conv.bias - torch.Size([256]): +The value is the same before and after calling `init_weights` of MaskRCNN + +rpn_head.rpn_conv.weight - torch.Size([256, 256, 3, 3]): +NormalInit: mean=0, std=0.01, bias=0 + +rpn_head.rpn_conv.bias - torch.Size([256]): +NormalInit: mean=0, std=0.01, bias=0 + +rpn_head.rpn_cls.weight - torch.Size([3, 256, 1, 1]): +NormalInit: mean=0, std=0.01, bias=0 + +rpn_head.rpn_cls.bias - torch.Size([3]): +NormalInit: mean=0, std=0.01, bias=0 + +rpn_head.rpn_reg.weight - torch.Size([12, 256, 1, 1]): +NormalInit: mean=0, std=0.01, bias=0 + +rpn_head.rpn_reg.bias - torch.Size([12]): +NormalInit: mean=0, std=0.01, bias=0 + +roi_head.bbox_head.fc_cls.weight - torch.Size([81, 1024]): +NormalInit: mean=0, std=0.01, bias=0 + +roi_head.bbox_head.fc_cls.bias - torch.Size([81]): +NormalInit: mean=0, std=0.01, bias=0 + +roi_head.bbox_head.fc_reg.weight - torch.Size([320, 1024]): +NormalInit: mean=0, std=0.001, bias=0 + +roi_head.bbox_head.fc_reg.bias - torch.Size([320]): +NormalInit: mean=0, std=0.001, bias=0 + +roi_head.bbox_head.shared_fcs.0.weight - torch.Size([1024, 12544]): +XavierInit: gain=1, distribution=uniform, bias=0 + +roi_head.bbox_head.shared_fcs.0.bias - torch.Size([1024]): +XavierInit: gain=1, distribution=uniform, bias=0 + +roi_head.bbox_head.shared_fcs.1.weight - torch.Size([1024, 1024]): +XavierInit: gain=1, distribution=uniform, bias=0 + +roi_head.bbox_head.shared_fcs.1.bias - torch.Size([1024]): +XavierInit: gain=1, distribution=uniform, bias=0 + +roi_head.mask_head.convs.0.conv.weight - torch.Size([256, 256, 3, 3]): +Initialized by user-defined `init_weights` in ConvModule + +roi_head.mask_head.convs.0.conv.bias - torch.Size([256]): +The value is the same before and after calling `init_weights` of MaskRCNN + +roi_head.mask_head.convs.1.conv.weight - torch.Size([256, 256, 3, 3]): +Initialized by user-defined `init_weights` in ConvModule + +roi_head.mask_head.convs.1.conv.bias - torch.Size([256]): +The value is the same before and after calling `init_weights` of MaskRCNN + +roi_head.mask_head.convs.2.conv.weight - torch.Size([256, 256, 3, 3]): +Initialized by user-defined `init_weights` in ConvModule + +roi_head.mask_head.convs.2.conv.bias - torch.Size([256]): +The value is the same before and after calling `init_weights` of MaskRCNN + +roi_head.mask_head.convs.3.conv.weight - torch.Size([256, 256, 3, 3]): +Initialized by user-defined `init_weights` in ConvModule + +roi_head.mask_head.convs.3.conv.bias - torch.Size([256]): +The value is the same before and after calling `init_weights` of MaskRCNN + +roi_head.mask_head.upsample.weight - torch.Size([256, 256, 2, 2]): +Initialized by user-defined `init_weights` in FCNMaskHead + +roi_head.mask_head.upsample.bias - torch.Size([256]): +Initialized by user-defined `init_weights` in FCNMaskHead + +roi_head.mask_head.conv_logits.weight - torch.Size([80, 256, 1, 1]): +Initialized by user-defined `init_weights` in FCNMaskHead + +roi_head.mask_head.conv_logits.bias - torch.Size([80]): +Initialized by user-defined `init_weights` in FCNMaskHead +2024-05-27 14:29:26,955 - mmdet - INFO - {'num_layers': 24, 'layer_decay_rate': 0.95} +2024-05-27 14:29:26,956 - mmdet - INFO - Build LayerDecayOptimizerConstructor 0.950000 - 26 +2024-05-27 14:29:26,959 - mmdet - INFO - Param groups = { + "layer_0_decay": { + "param_names": [ + "backbone.pos_embed", + "backbone.patch_embed.proj.weight" + ], + "lr_scale": 0.27738957312183377, + "lr": 2.7738957312183377e-05, + "weight_decay": 0.05 + }, + "layer_0_no_decay": { + "param_names": [ + "backbone.patch_embed.proj.bias" + ], + "lr_scale": 0.27738957312183377, + "lr": 2.7738957312183377e-05, + "weight_decay": 0.0 + }, + "layer_1_no_decay": { + "param_names": [ + "backbone.blocks.0.gamma_1", + "backbone.blocks.0.gamma_2", + "backbone.blocks.0.norm1.weight", + "backbone.blocks.0.norm1.bias", + "backbone.blocks.0.attn.qkv.bias", + "backbone.blocks.0.attn.proj.bias", + "backbone.blocks.0.norm2.weight", + "backbone.blocks.0.norm2.bias", + "backbone.blocks.0.mlp.fc1.bias", + "backbone.blocks.0.mlp.fc2.bias" + ], + "lr_scale": 0.2919890243387724, + "lr": 2.919890243387724e-05, + "weight_decay": 0.0 + }, + "layer_1_decay": { + "param_names": [ + "backbone.blocks.0.attn.qkv.weight", + "backbone.blocks.0.attn.proj.weight", + "backbone.blocks.0.mlp.fc1.weight", + "backbone.blocks.0.mlp.fc2.weight" + ], + "lr_scale": 0.2919890243387724, + "lr": 2.919890243387724e-05, + "weight_decay": 0.05 + }, + "layer_2_no_decay": { + "param_names": [ + "backbone.blocks.1.gamma_1", + "backbone.blocks.1.gamma_2", + "backbone.blocks.1.norm1.weight", + "backbone.blocks.1.norm1.bias", + "backbone.blocks.1.attn.qkv.bias", + "backbone.blocks.1.attn.proj.bias", + "backbone.blocks.1.norm2.weight", + "backbone.blocks.1.norm2.bias", + "backbone.blocks.1.mlp.fc1.bias", + "backbone.blocks.1.mlp.fc2.bias" + ], + "lr_scale": 0.3073568677250236, + "lr": 3.073568677250236e-05, + "weight_decay": 0.0 + }, + "layer_2_decay": { + "param_names": [ + "backbone.blocks.1.attn.qkv.weight", + "backbone.blocks.1.attn.proj.weight", + "backbone.blocks.1.mlp.fc1.weight", + "backbone.blocks.1.mlp.fc2.weight" + ], + "lr_scale": 0.3073568677250236, + "lr": 3.073568677250236e-05, + "weight_decay": 0.05 + }, + "layer_3_no_decay": { + "param_names": [ + "backbone.blocks.2.gamma_1", + "backbone.blocks.2.gamma_2", + "backbone.blocks.2.norm1.weight", + "backbone.blocks.2.norm1.bias", + "backbone.blocks.2.attn.qkv.bias", + "backbone.blocks.2.attn.proj.bias", + "backbone.blocks.2.norm2.weight", + "backbone.blocks.2.norm2.bias", + "backbone.blocks.2.mlp.fc1.bias", + "backbone.blocks.2.mlp.fc2.bias" + ], + "lr_scale": 0.323533544973709, + "lr": 3.2353354497370904e-05, + "weight_decay": 0.0 + }, + "layer_3_decay": { + "param_names": [ + "backbone.blocks.2.attn.qkv.weight", + "backbone.blocks.2.attn.proj.weight", + "backbone.blocks.2.mlp.fc1.weight", + "backbone.blocks.2.mlp.fc2.weight" + ], + "lr_scale": 0.323533544973709, + "lr": 3.2353354497370904e-05, + "weight_decay": 0.05 + }, + "layer_4_no_decay": { + "param_names": [ + "backbone.blocks.3.gamma_1", + "backbone.blocks.3.gamma_2", + "backbone.blocks.3.norm1.weight", + 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"rpn_head.rpn_reg.bias", + "roi_head.bbox_head.fc_cls.bias", + "roi_head.bbox_head.fc_reg.bias", + "roi_head.bbox_head.shared_fcs.0.bias", + "roi_head.bbox_head.shared_fcs.1.bias", + "roi_head.mask_head.convs.0.conv.bias", + "roi_head.mask_head.convs.1.conv.bias", + "roi_head.mask_head.convs.2.conv.bias", + "roi_head.mask_head.convs.3.conv.bias", + "roi_head.mask_head.upsample.bias", + "roi_head.mask_head.conv_logits.bias" + ], + "lr_scale": 1.0, + "lr": 0.0001, + "weight_decay": 0.0 + } +} +2024-05-27 14:29:42,917 - mmdet - INFO - Automatic scaling of learning rate (LR) has been disabled. +2024-05-27 14:29:43,359 - mmdet - INFO - Start running, work_dir: /mnt/petrelfs/PIIP/mmdetection/work_dirs/mask_rcnn_deit_vit_l_fpn_1x_coco_bs16 +2024-05-27 14:29:43,359 - mmdet - INFO - Hooks will be executed in the following order: +before_run: +(VERY_HIGH ) StepLrUpdaterHook +(49 ) ToBFloat16HookMMDet +(NORMAL ) DeepspeedCheckpointHook +(LOW ) DeepspeedDistEvalHook +(VERY_LOW ) TextLoggerHook + -------------------- +before_train_epoch: +(VERY_HIGH ) StepLrUpdaterHook +(NORMAL ) DistSamplerSeedHook +(LOW ) IterTimerHook +(LOW ) DeepspeedDistEvalHook +(VERY_LOW ) TextLoggerHook + -------------------- +before_train_iter: +(VERY_HIGH ) StepLrUpdaterHook +(LOW ) IterTimerHook +(LOW ) DeepspeedDistEvalHook + -------------------- +after_train_iter: +(ABOVE_NORMAL) OptimizerHook +(NORMAL ) DeepspeedCheckpointHook +(LOW ) IterTimerHook +(LOW ) DeepspeedDistEvalHook +(VERY_LOW ) TextLoggerHook + -------------------- +after_train_epoch: +(NORMAL ) DeepspeedCheckpointHook +(LOW ) DeepspeedDistEvalHook +(VERY_LOW ) TextLoggerHook + -------------------- +before_val_epoch: +(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 + -------------------- +2024-05-27 14:29:43,359 - mmdet - INFO - workflow: [('train', 1)], max: 12 epochs +2024-05-27 14:29:43,366 - mmdet - INFO - Checkpoints will be saved to /mnt/petrelfs/PIIP/mmdetection/work_dirs/mask_rcnn_deit_vit_l_fpn_1x_coco_bs16 by HardDiskBackend. +2024-05-27 14:30:09,249 - mmdet - INFO - Epoch [1][50/7330] lr: 2.743e-06, eta: 12:38:18, time: 0.518, data_time: 0.082, memory: 7480, loss_rpn_cls: 0.6750, loss_rpn_bbox: 0.7444, loss_cls: 4.3230, acc: 62.4888, loss_bbox: 0.0960, loss_mask: 16.3841, loss: 22.2225 +2024-05-27 14:30:25,780 - mmdet - INFO - Epoch [1][100/7330] lr: 5.515e-06, eta: 10:20:58, time: 0.331, data_time: 0.014, memory: 7480, loss_rpn_cls: 0.3427, loss_rpn_bbox: 0.4795, loss_cls: 0.9069, acc: 94.2485, loss_bbox: 0.1219, loss_mask: 5.1925, loss: 7.0435 +2024-05-27 14:30:42,371 - mmdet - INFO - Epoch [1][150/7330] lr: 8.286e-06, eta: 9:35:37, time: 0.332, data_time: 0.014, memory: 7480, loss_rpn_cls: 0.3120, loss_rpn_bbox: 0.3932, loss_cls: 0.6262, acc: 93.9126, loss_bbox: 0.1317, loss_mask: 2.4583, loss: 3.9215 +2024-05-27 14:30:59,036 - mmdet - INFO - Epoch [1][200/7330] lr: 1.106e-05, eta: 9:13:21, time: 0.333, data_time: 0.014, memory: 7480, loss_rpn_cls: 0.2811, loss_rpn_bbox: 0.2901, loss_cls: 0.5747, acc: 93.6331, loss_bbox: 0.1603, loss_mask: 1.2836, loss: 2.5897 +2024-05-27 14:31:15,779 - mmdet - INFO - Epoch [1][250/7330] lr: 1.383e-05, eta: 9:00:19, time: 0.335, data_time: 0.017, memory: 7480, loss_rpn_cls: 0.2606, loss_rpn_bbox: 0.1957, loss_cls: 0.5261, acc: 93.7117, loss_bbox: 0.1837, loss_mask: 0.8205, loss: 1.9865 +2024-05-27 14:31:32,408 - mmdet - INFO - Epoch [1][300/7330] lr: 1.660e-05, eta: 8:51:00, time: 0.333, data_time: 0.014, memory: 7708, loss_rpn_cls: 0.2447, loss_rpn_bbox: 0.1387, loss_cls: 0.4888, acc: 94.0024, loss_bbox: 0.1902, loss_mask: 0.7096, loss: 1.7720 +2024-05-27 14:31:48,997 - mmdet - INFO - Epoch [1][350/7330] lr: 1.937e-05, eta: 8:44:05, time: 0.332, data_time: 0.015, memory: 7708, loss_rpn_cls: 0.2352, loss_rpn_bbox: 0.1143, loss_cls: 0.4570, acc: 94.2153, loss_bbox: 0.1907, loss_mask: 0.6945, loss: 1.6916 +2024-05-27 14:32:05,471 - mmdet - INFO - Epoch [1][400/7330] lr: 2.214e-05, eta: 8:38:25, time: 0.329, data_time: 0.014, memory: 7708, loss_rpn_cls: 0.2061, loss_rpn_bbox: 0.0927, loss_cls: 0.4176, acc: 94.6289, loss_bbox: 0.1840, loss_mask: 0.6893, loss: 1.5896 +2024-05-27 14:32:22,047 - mmdet - INFO - Epoch [1][450/7330] lr: 2.491e-05, eta: 8:34:16, time: 0.332, data_time: 0.014, memory: 7708, loss_rpn_cls: 0.1964, loss_rpn_bbox: 0.0858, loss_cls: 0.4137, acc: 94.4741, loss_bbox: 0.1911, loss_mask: 0.6863, loss: 1.5734 +2024-05-27 14:32:38,618 - mmdet - INFO - Epoch [1][500/7330] lr: 2.768e-05, eta: 8:30:53, time: 0.331, data_time: 0.018, memory: 7708, loss_rpn_cls: 0.1989, loss_rpn_bbox: 0.0858, loss_cls: 0.4144, acc: 94.3188, loss_bbox: 0.1936, loss_mask: 0.6831, loss: 1.5758 +2024-05-27 14:32:55,250 - mmdet - INFO - Epoch [1][550/7330] lr: 2.774e-05, eta: 8:28:14, time: 0.333, data_time: 0.016, memory: 7708, loss_rpn_cls: 0.1774, loss_rpn_bbox: 0.0809, loss_cls: 0.4174, acc: 94.1794, loss_bbox: 0.2029, loss_mask: 0.6805, loss: 1.5591 +2024-05-27 14:33:11,787 - mmdet - INFO - Epoch [1][600/7330] lr: 2.774e-05, eta: 8:25:44, time: 0.331, data_time: 0.017, memory: 7708, loss_rpn_cls: 0.1651, loss_rpn_bbox: 0.0708, loss_cls: 0.4146, acc: 94.1216, loss_bbox: 0.2085, loss_mask: 0.6774, loss: 1.5364 +2024-05-27 14:33:28,454 - mmdet - INFO - Epoch [1][650/7330] lr: 2.774e-05, eta: 8:23:53, time: 0.333, data_time: 0.014, memory: 7708, loss_rpn_cls: 0.1776, loss_rpn_bbox: 0.0777, loss_cls: 0.4302, acc: 93.7378, loss_bbox: 0.2234, loss_mask: 0.6754, loss: 1.5843 +2024-05-27 14:33:45,354 - mmdet - INFO - Epoch [1][700/7330] lr: 2.774e-05, eta: 8:22:44, time: 0.338, data_time: 0.015, memory: 7708, loss_rpn_cls: 0.1673, loss_rpn_bbox: 0.0796, loss_cls: 0.4152, acc: 93.6802, loss_bbox: 0.2233, loss_mask: 0.6695, loss: 1.5548 +2024-05-27 14:34:02,184 - mmdet - INFO - Epoch [1][750/7330] lr: 2.774e-05, eta: 8:21:34, time: 0.337, data_time: 0.018, memory: 7708, loss_rpn_cls: 0.1647, loss_rpn_bbox: 0.0831, loss_cls: 0.4244, acc: 93.5012, loss_bbox: 0.2304, loss_mask: 0.6660, loss: 1.5685 +2024-05-27 14:34:18,897 - mmdet - INFO - Epoch [1][800/7330] lr: 2.774e-05, eta: 8:20:18, time: 0.334, data_time: 0.015, memory: 7708, loss_rpn_cls: 0.1528, loss_rpn_bbox: 0.0804, loss_cls: 0.4169, acc: 93.5579, loss_bbox: 0.2282, loss_mask: 0.6597, loss: 1.5380 +2024-05-27 14:34:35,606 - mmdet - INFO - Epoch [1][850/7330] lr: 2.774e-05, eta: 8:19:08, time: 0.334, data_time: 0.014, memory: 7708, loss_rpn_cls: 0.1565, loss_rpn_bbox: 0.0801, loss_cls: 0.4184, acc: 93.4336, loss_bbox: 0.2333, loss_mask: 0.6541, loss: 1.5423 +2024-05-27 14:34:52,438 - mmdet - INFO - Epoch [1][900/7330] lr: 2.774e-05, eta: 8:18:16, time: 0.337, data_time: 0.014, memory: 7708, loss_rpn_cls: 0.1492, loss_rpn_bbox: 0.0761, loss_cls: 0.4396, acc: 92.9905, loss_bbox: 0.2541, loss_mask: 0.6486, loss: 1.5677 +2024-05-27 14:35:09,225 - mmdet - INFO - Epoch [1][950/7330] lr: 2.774e-05, eta: 8:17:24, time: 0.336, data_time: 0.014, memory: 7716, loss_rpn_cls: 0.1426, loss_rpn_bbox: 0.0753, loss_cls: 0.4362, acc: 93.0322, loss_bbox: 0.2513, loss_mask: 0.6375, loss: 1.5429 +2024-05-27 14:35:25,925 - mmdet - INFO - Exp name: mask_rcnn_deit_vit_l_fpn_1x_coco_bs16.py +2024-05-27 14:35:25,925 - mmdet - INFO - Epoch [1][1000/7330] lr: 2.774e-05, eta: 8:16:28, time: 0.334, data_time: 0.016, memory: 7716, loss_rpn_cls: 0.1275, loss_rpn_bbox: 0.0705, loss_cls: 0.4034, acc: 93.3748, loss_bbox: 0.2392, loss_mask: 0.6280, loss: 1.4686 +2024-05-27 14:35:42,845 - mmdet - INFO - Epoch [1][1050/7330] lr: 2.774e-05, eta: 8:15:53, time: 0.338, data_time: 0.015, memory: 7716, loss_rpn_cls: 0.1306, loss_rpn_bbox: 0.0731, loss_cls: 0.4191, acc: 93.0623, loss_bbox: 0.2509, loss_mask: 0.6223, loss: 1.4961 +2024-05-27 14:35:59,725 - mmdet - INFO - Epoch [1][1100/7330] lr: 2.774e-05, eta: 8:15:17, time: 0.338, data_time: 0.015, memory: 7716, loss_rpn_cls: 0.1319, loss_rpn_bbox: 0.0772, loss_cls: 0.4162, acc: 92.8125, loss_bbox: 0.2572, loss_mask: 0.6174, loss: 1.4999 +2024-05-27 14:36:16,614 - mmdet - INFO - Epoch [1][1150/7330] lr: 2.774e-05, eta: 8:14:44, time: 0.338, data_time: 0.015, memory: 7754, loss_rpn_cls: 0.1326, loss_rpn_bbox: 0.0748, loss_cls: 0.4281, acc: 92.5439, loss_bbox: 0.2677, loss_mask: 0.6103, loss: 1.5135 +2024-05-27 14:36:33,462 - mmdet - INFO - Epoch [1][1200/7330] lr: 2.774e-05, eta: 8:14:09, time: 0.337, data_time: 0.017, memory: 7754, loss_rpn_cls: 0.1329, loss_rpn_bbox: 0.0824, loss_cls: 0.4342, acc: 92.3550, loss_bbox: 0.2736, loss_mask: 0.6077, loss: 1.5307 +2024-05-27 14:36:50,417 - mmdet - INFO - Epoch [1][1250/7330] lr: 2.774e-05, eta: 8:13:42, time: 0.339, data_time: 0.016, memory: 7754, loss_rpn_cls: 0.1289, loss_rpn_bbox: 0.0782, loss_cls: 0.4252, acc: 92.3828, loss_bbox: 0.2702, loss_mask: 0.6035, loss: 1.5061 +2024-05-27 14:37:07,517 - mmdet - INFO - Epoch [1][1300/7330] lr: 2.774e-05, eta: 8:13:26, time: 0.342, data_time: 0.014, memory: 7754, loss_rpn_cls: 0.1250, loss_rpn_bbox: 0.0780, loss_cls: 0.4333, acc: 91.9321, loss_bbox: 0.2875, loss_mask: 0.5973, loss: 1.5212 +2024-05-27 14:37:24,499 - mmdet - INFO - Epoch [1][1350/7330] lr: 2.774e-05, eta: 8:13:03, time: 0.340, data_time: 0.014, memory: 7760, loss_rpn_cls: 0.1170, loss_rpn_bbox: 0.0763, loss_cls: 0.4054, acc: 92.1885, loss_bbox: 0.2809, loss_mask: 0.5871, loss: 1.4667 +2024-05-27 14:37:41,526 - mmdet - INFO - Epoch [1][1400/7330] lr: 2.774e-05, eta: 8:12:43, time: 0.341, data_time: 0.014, memory: 7786, loss_rpn_cls: 0.1295, loss_rpn_bbox: 0.0778, loss_cls: 0.4111, acc: 92.3269, loss_bbox: 0.2728, loss_mask: 0.5908, loss: 1.4820 +2024-05-27 14:37:58,596 - mmdet - INFO - Epoch [1][1450/7330] lr: 2.774e-05, eta: 8:12:25, time: 0.341, data_time: 0.014, memory: 7856, loss_rpn_cls: 0.1173, loss_rpn_bbox: 0.0751, loss_cls: 0.4174, acc: 91.8499, loss_bbox: 0.2913, loss_mask: 0.5837, loss: 1.4847 +2024-05-27 14:38:15,806 - mmdet - INFO - Epoch [1][1500/7330] lr: 2.774e-05, eta: 8:12:16, time: 0.344, data_time: 0.015, memory: 7856, loss_rpn_cls: 0.1161, loss_rpn_bbox: 0.0744, loss_cls: 0.4170, acc: 91.9248, loss_bbox: 0.2910, loss_mask: 0.5794, loss: 1.4779 +2024-05-27 14:38:32,810 - mmdet - INFO - Epoch [1][1550/7330] lr: 2.774e-05, eta: 8:11:54, time: 0.340, data_time: 0.013, memory: 7856, loss_rpn_cls: 0.1113, loss_rpn_bbox: 0.0745, loss_cls: 0.3858, acc: 92.3928, loss_bbox: 0.2673, loss_mask: 0.5773, loss: 1.4161 +2024-05-27 14:38:50,139 - mmdet - INFO - Epoch [1][1600/7330] lr: 2.774e-05, eta: 8:11:51, time: 0.347, data_time: 0.017, memory: 7856, loss_rpn_cls: 0.1205, loss_rpn_bbox: 0.0804, loss_cls: 0.4205, acc: 91.2163, loss_bbox: 0.3091, loss_mask: 0.5744, loss: 1.5049 +2024-05-27 14:39:07,302 - mmdet - INFO - Epoch [1][1650/7330] lr: 2.774e-05, eta: 8:11:38, time: 0.343, data_time: 0.016, memory: 7856, loss_rpn_cls: 0.1132, loss_rpn_bbox: 0.0706, loss_cls: 0.4109, acc: 91.8000, loss_bbox: 0.2905, loss_mask: 0.5696, loss: 1.4548 +2024-05-27 14:39:24,673 - mmdet - INFO - Epoch [1][1700/7330] lr: 2.774e-05, eta: 8:11:35, time: 0.347, data_time: 0.015, memory: 7856, loss_rpn_cls: 0.1113, loss_rpn_bbox: 0.0761, loss_cls: 0.4125, acc: 91.3979, loss_bbox: 0.3076, loss_mask: 0.5743, loss: 1.4817 +2024-05-27 14:39:41,950 - mmdet - INFO - Epoch [1][1750/7330] lr: 2.774e-05, eta: 8:11:27, time: 0.346, data_time: 0.016, memory: 7856, loss_rpn_cls: 0.1049, loss_rpn_bbox: 0.0725, loss_cls: 0.4077, acc: 91.4751, loss_bbox: 0.3048, loss_mask: 0.5636, loss: 1.4535 +2024-05-27 14:39:59,254 - mmdet - INFO - Epoch [1][1800/7330] lr: 2.774e-05, eta: 8:11:19, time: 0.346, data_time: 0.014, memory: 7856, loss_rpn_cls: 0.1072, loss_rpn_bbox: 0.0706, loss_cls: 0.4077, acc: 91.5115, loss_bbox: 0.2986, loss_mask: 0.5620, loss: 1.4461 +2024-05-27 14:40:16,660 - mmdet - INFO - Epoch [1][1850/7330] lr: 2.774e-05, eta: 8:11:16, time: 0.348, data_time: 0.014, memory: 7856, loss_rpn_cls: 0.1080, loss_rpn_bbox: 0.0749, loss_cls: 0.4036, acc: 91.4402, loss_bbox: 0.3041, loss_mask: 0.5580, loss: 1.4485 +2024-05-27 14:40:33,866 - mmdet - INFO - Epoch [1][1900/7330] lr: 2.774e-05, eta: 8:11:03, time: 0.344, data_time: 0.014, memory: 7856, loss_rpn_cls: 0.1049, loss_rpn_bbox: 0.0720, loss_cls: 0.4057, acc: 91.3665, loss_bbox: 0.3062, loss_mask: 0.5578, loss: 1.4465 +2024-05-27 14:40:51,198 - mmdet - INFO - Epoch [1][1950/7330] lr: 2.774e-05, eta: 8:10:55, time: 0.347, data_time: 0.016, memory: 7856, loss_rpn_cls: 0.1058, loss_rpn_bbox: 0.0766, loss_cls: 0.4146, acc: 90.8416, loss_bbox: 0.3237, loss_mask: 0.5562, loss: 1.4768 +2024-05-27 14:41:08,582 - mmdet - INFO - Exp name: mask_rcnn_deit_vit_l_fpn_1x_coco_bs16.py +2024-05-27 14:41:08,582 - mmdet - INFO - Epoch [1][2000/7330] lr: 2.774e-05, eta: 8:10:49, time: 0.348, data_time: 0.013, memory: 7881, loss_rpn_cls: 0.1128, loss_rpn_bbox: 0.0753, loss_cls: 0.4119, acc: 91.0537, loss_bbox: 0.3152, loss_mask: 0.5593, loss: 1.4745 +2024-05-27 14:41:25,827 - mmdet - INFO - Epoch [1][2050/7330] lr: 2.774e-05, eta: 8:10:37, time: 0.345, data_time: 0.014, memory: 7881, loss_rpn_cls: 0.1012, loss_rpn_bbox: 0.0673, loss_cls: 0.4066, acc: 90.9734, loss_bbox: 0.3229, loss_mask: 0.5563, loss: 1.4542 +2024-05-27 14:41:43,143 - mmdet - INFO - Epoch [1][2100/7330] lr: 2.774e-05, eta: 8:10:27, time: 0.346, data_time: 0.016, memory: 7881, loss_rpn_cls: 0.1012, loss_rpn_bbox: 0.0705, loss_cls: 0.4039, acc: 91.0178, loss_bbox: 0.3172, loss_mask: 0.5543, loss: 1.4471 +2024-05-27 14:42:00,496 - mmdet - INFO - Epoch [1][2150/7330] lr: 2.774e-05, eta: 8:10:19, time: 0.347, data_time: 0.015, memory: 7881, loss_rpn_cls: 0.0945, loss_rpn_bbox: 0.0694, loss_cls: 0.4018, acc: 90.7581, loss_bbox: 0.3259, loss_mask: 0.5480, loss: 1.4396 +2024-05-27 14:42:17,891 - mmdet - INFO - Epoch [1][2200/7330] lr: 2.774e-05, eta: 8:10:12, time: 0.348, data_time: 0.014, memory: 7881, loss_rpn_cls: 0.1023, loss_rpn_bbox: 0.0741, loss_cls: 0.4114, acc: 90.5955, loss_bbox: 0.3341, loss_mask: 0.5531, loss: 1.4749 +2024-05-27 14:42:35,106 - mmdet - INFO - Epoch [1][2250/7330] lr: 2.774e-05, eta: 8:09:57, time: 0.344, data_time: 0.013, memory: 7919, loss_rpn_cls: 0.1027, loss_rpn_bbox: 0.0702, loss_cls: 0.3785, acc: 91.2781, loss_bbox: 0.3085, loss_mask: 0.5439, loss: 1.4037 +2024-05-27 14:42:52,479 - mmdet - INFO - Epoch [1][2300/7330] lr: 2.774e-05, eta: 8:09:48, time: 0.348, data_time: 0.013, memory: 7919, loss_rpn_cls: 0.0907, loss_rpn_bbox: 0.0689, loss_cls: 0.3920, acc: 90.5984, loss_bbox: 0.3308, loss_mask: 0.5423, loss: 1.4247 +2024-05-27 14:43:09,757 - mmdet - INFO - Epoch [1][2350/7330] lr: 2.774e-05, eta: 8:09:35, time: 0.346, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0932, loss_rpn_bbox: 0.0692, loss_cls: 0.3850, acc: 90.9683, loss_bbox: 0.3160, loss_mask: 0.5414, loss: 1.4048 +2024-05-27 14:43:27,074 - mmdet - INFO - Epoch [1][2400/7330] lr: 2.774e-05, eta: 8:09:24, time: 0.346, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0933, loss_rpn_bbox: 0.0686, loss_cls: 0.3830, acc: 90.8169, loss_bbox: 0.3223, loss_mask: 0.5405, loss: 1.4078 +2024-05-27 14:43:44,571 - mmdet - INFO - Epoch [1][2450/7330] lr: 2.774e-05, eta: 8:09:19, time: 0.350, data_time: 0.019, memory: 7919, loss_rpn_cls: 0.0992, loss_rpn_bbox: 0.0726, loss_cls: 0.3915, acc: 90.5955, loss_bbox: 0.3284, loss_mask: 0.5401, loss: 1.4318 +2024-05-27 14:44:02,045 - mmdet - INFO - Epoch [1][2500/7330] lr: 2.774e-05, eta: 8:09:12, time: 0.349, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0938, loss_rpn_bbox: 0.0706, loss_cls: 0.3853, acc: 90.8213, loss_bbox: 0.3282, loss_mask: 0.5405, loss: 1.4184 +2024-05-27 14:44:19,596 - mmdet - INFO - Epoch [1][2550/7330] lr: 2.774e-05, eta: 8:09:07, time: 0.351, data_time: 0.013, memory: 7919, loss_rpn_cls: 0.0924, loss_rpn_bbox: 0.0722, loss_cls: 0.3840, acc: 90.5354, loss_bbox: 0.3336, loss_mask: 0.5294, loss: 1.4116 +2024-05-27 14:44:37,032 - mmdet - INFO - Epoch [1][2600/7330] lr: 2.774e-05, eta: 8:08:59, time: 0.349, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0877, loss_rpn_bbox: 0.0717, loss_cls: 0.3920, acc: 90.3381, loss_bbox: 0.3368, loss_mask: 0.5361, loss: 1.4244 +2024-05-27 14:44:54,650 - mmdet - INFO - Epoch [1][2650/7330] lr: 2.774e-05, eta: 8:08:55, time: 0.352, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0970, loss_rpn_bbox: 0.0711, loss_cls: 0.3965, acc: 90.0376, loss_bbox: 0.3507, loss_mask: 0.5342, loss: 1.4496 +2024-05-27 14:45:12,173 - mmdet - INFO - Epoch [1][2700/7330] lr: 2.774e-05, eta: 8:08:48, time: 0.350, data_time: 0.013, memory: 7919, loss_rpn_cls: 0.0874, loss_rpn_bbox: 0.0665, loss_cls: 0.3892, acc: 90.3352, loss_bbox: 0.3371, loss_mask: 0.5277, loss: 1.4078 +2024-05-27 14:45:29,666 - mmdet - INFO - Epoch [1][2750/7330] lr: 2.774e-05, eta: 8:08:40, time: 0.350, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0932, loss_rpn_bbox: 0.0709, loss_cls: 0.3787, acc: 90.3555, loss_bbox: 0.3360, loss_mask: 0.5259, loss: 1.4047 +2024-05-27 14:45:47,226 - mmdet - INFO - Epoch [1][2800/7330] lr: 2.774e-05, eta: 8:08:34, time: 0.351, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0896, loss_rpn_bbox: 0.0700, loss_cls: 0.3853, acc: 90.2502, loss_bbox: 0.3418, loss_mask: 0.5266, loss: 1.4133 +2024-05-27 14:46:04,824 - mmdet - INFO - Epoch [1][2850/7330] lr: 2.774e-05, eta: 8:08:28, time: 0.352, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0877, loss_rpn_bbox: 0.0671, loss_cls: 0.3858, acc: 90.0798, loss_bbox: 0.3433, loss_mask: 0.5274, loss: 1.4113 +2024-05-27 14:46:22,263 - mmdet - INFO - Epoch [1][2900/7330] lr: 2.774e-05, eta: 8:08:18, time: 0.349, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0853, loss_rpn_bbox: 0.0658, loss_cls: 0.3643, acc: 90.6428, loss_bbox: 0.3270, loss_mask: 0.5141, loss: 1.3566 +2024-05-27 14:46:39,611 - mmdet - INFO - Epoch [1][2950/7330] lr: 2.774e-05, eta: 8:08:04, time: 0.347, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0861, loss_rpn_bbox: 0.0650, loss_cls: 0.3778, acc: 90.3560, loss_bbox: 0.3393, loss_mask: 0.5178, loss: 1.3860 +2024-05-27 14:46:56,981 - mmdet - INFO - Exp name: mask_rcnn_deit_vit_l_fpn_1x_coco_bs16.py +2024-05-27 14:46:56,981 - mmdet - INFO - Epoch [1][3000/7330] lr: 2.774e-05, eta: 8:07:51, time: 0.347, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0905, loss_rpn_bbox: 0.0662, loss_cls: 0.3697, acc: 90.3826, loss_bbox: 0.3391, loss_mask: 0.5152, loss: 1.3808 +2024-05-27 14:47:14,684 - mmdet - INFO - Epoch [1][3050/7330] lr: 2.774e-05, eta: 8:07:47, time: 0.354, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0863, loss_rpn_bbox: 0.0694, loss_cls: 0.3862, acc: 89.8071, loss_bbox: 0.3611, loss_mask: 0.5114, loss: 1.4144 +2024-05-27 14:47:32,209 - mmdet - INFO - Epoch [1][3100/7330] lr: 2.774e-05, eta: 8:07:38, time: 0.351, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0811, loss_rpn_bbox: 0.0647, loss_cls: 0.3638, acc: 90.3679, loss_bbox: 0.3352, loss_mask: 0.5061, loss: 1.3510 +2024-05-27 14:47:49,884 - mmdet - INFO - Epoch [1][3150/7330] lr: 2.774e-05, eta: 8:07:32, time: 0.353, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0868, loss_rpn_bbox: 0.0713, loss_cls: 0.3721, acc: 90.0671, loss_bbox: 0.3482, loss_mask: 0.5091, loss: 1.3874 +2024-05-27 14:48:07,524 - mmdet - INFO - Epoch [1][3200/7330] lr: 2.774e-05, eta: 8:07:25, time: 0.353, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0828, loss_rpn_bbox: 0.0678, loss_cls: 0.3651, acc: 90.2104, loss_bbox: 0.3451, loss_mask: 0.5064, loss: 1.3672 +2024-05-27 14:48:25,043 - mmdet - INFO - Epoch [1][3250/7330] lr: 2.774e-05, eta: 8:07:15, time: 0.350, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0870, loss_rpn_bbox: 0.0670, loss_cls: 0.3707, acc: 90.1775, loss_bbox: 0.3459, loss_mask: 0.5075, loss: 1.3782 +2024-05-27 14:48:42,609 - mmdet - INFO - Epoch [1][3300/7330] lr: 2.774e-05, eta: 8:07:06, time: 0.351, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0881, loss_rpn_bbox: 0.0686, loss_cls: 0.3791, acc: 89.8826, loss_bbox: 0.3500, loss_mask: 0.5066, loss: 1.3925 +2024-05-27 14:49:00,324 - mmdet - INFO - Epoch [1][3350/7330] lr: 2.774e-05, eta: 8:07:00, time: 0.354, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0851, loss_rpn_bbox: 0.0721, loss_cls: 0.3659, acc: 89.9351, loss_bbox: 0.3530, loss_mask: 0.5039, loss: 1.3800 +2024-05-27 14:49:18,008 - mmdet - INFO - Epoch [1][3400/7330] lr: 2.774e-05, eta: 8:06:53, time: 0.354, data_time: 0.019, memory: 7919, loss_rpn_cls: 0.0776, loss_rpn_bbox: 0.0663, loss_cls: 0.3618, acc: 90.1011, loss_bbox: 0.3454, loss_mask: 0.4922, loss: 1.3433 +2024-05-27 14:49:35,634 - mmdet - INFO - Epoch [1][3450/7330] lr: 2.774e-05, eta: 8:06:44, time: 0.353, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0824, loss_rpn_bbox: 0.0683, loss_cls: 0.3629, acc: 90.0522, loss_bbox: 0.3472, loss_mask: 0.4927, loss: 1.3535 +2024-05-27 14:49:53,283 - mmdet - INFO - Epoch [1][3500/7330] lr: 2.774e-05, eta: 8:06:36, time: 0.353, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0803, loss_rpn_bbox: 0.0649, loss_cls: 0.3508, acc: 90.2695, loss_bbox: 0.3381, loss_mask: 0.4857, loss: 1.3199 +2024-05-27 14:50:10,878 - mmdet - INFO - Epoch [1][3550/7330] lr: 2.774e-05, eta: 8:06:26, time: 0.352, data_time: 0.013, memory: 7919, loss_rpn_cls: 0.0788, loss_rpn_bbox: 0.0639, loss_cls: 0.3606, acc: 90.1909, loss_bbox: 0.3397, loss_mask: 0.4897, loss: 1.3328 +2024-05-27 14:50:28,589 - mmdet - INFO - Epoch [1][3600/7330] lr: 2.774e-05, eta: 8:06:19, time: 0.354, data_time: 0.013, memory: 7919, loss_rpn_cls: 0.0819, loss_rpn_bbox: 0.0677, loss_cls: 0.3536, acc: 90.0715, loss_bbox: 0.3468, loss_mask: 0.4828, loss: 1.3328 +2024-05-27 14:50:46,341 - mmdet - INFO - Epoch [1][3650/7330] lr: 2.774e-05, eta: 8:06:12, time: 0.355, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0806, loss_rpn_bbox: 0.0685, loss_cls: 0.3701, acc: 89.6921, loss_bbox: 0.3559, loss_mask: 0.4837, loss: 1.3588 +2024-05-27 14:51:04,072 - mmdet - INFO - Epoch [1][3700/7330] lr: 2.774e-05, eta: 8:06:04, time: 0.355, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0710, loss_rpn_bbox: 0.0625, loss_cls: 0.3498, acc: 90.0952, loss_bbox: 0.3502, loss_mask: 0.4684, loss: 1.3019 +2024-05-27 14:51:21,674 - mmdet - INFO - Epoch [1][3750/7330] lr: 2.774e-05, eta: 8:05:54, time: 0.352, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0796, loss_rpn_bbox: 0.0653, loss_cls: 0.3586, acc: 90.0203, loss_bbox: 0.3442, loss_mask: 0.4682, loss: 1.3160 +2024-05-27 14:51:39,320 - mmdet - INFO - Epoch [1][3800/7330] lr: 2.774e-05, eta: 8:05:44, time: 0.353, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0807, loss_rpn_bbox: 0.0682, loss_cls: 0.3525, acc: 89.9092, loss_bbox: 0.3562, loss_mask: 0.4679, loss: 1.3255 +2024-05-27 14:51:56,908 - mmdet - INFO - Epoch [1][3850/7330] lr: 2.774e-05, eta: 8:05:33, time: 0.352, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0778, loss_rpn_bbox: 0.0639, loss_cls: 0.3464, acc: 90.2493, loss_bbox: 0.3365, loss_mask: 0.4610, loss: 1.2856 +2024-05-27 14:52:14,529 - mmdet - INFO - Epoch [1][3900/7330] lr: 2.774e-05, eta: 8:05:22, time: 0.352, data_time: 0.013, memory: 7919, loss_rpn_cls: 0.0814, loss_rpn_bbox: 0.0635, loss_cls: 0.3584, acc: 90.0603, loss_bbox: 0.3434, loss_mask: 0.4649, loss: 1.3116 +2024-05-27 14:52:32,351 - mmdet - INFO - Epoch [1][3950/7330] lr: 2.774e-05, eta: 8:05:15, time: 0.356, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0787, loss_rpn_bbox: 0.0657, loss_cls: 0.3682, acc: 89.5073, loss_bbox: 0.3647, loss_mask: 0.4512, loss: 1.3284 +2024-05-27 14:52:50,009 - mmdet - INFO - Exp name: mask_rcnn_deit_vit_l_fpn_1x_coco_bs16.py +2024-05-27 14:52:50,009 - mmdet - INFO - Epoch [1][4000/7330] lr: 2.774e-05, eta: 8:05:05, time: 0.353, data_time: 0.013, memory: 7919, loss_rpn_cls: 0.0773, loss_rpn_bbox: 0.0658, loss_cls: 0.3571, acc: 89.8938, loss_bbox: 0.3551, loss_mask: 0.4537, loss: 1.3090 +2024-05-27 14:53:07,797 - mmdet - INFO - Epoch [1][4050/7330] lr: 2.774e-05, eta: 8:04:57, time: 0.356, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0745, loss_rpn_bbox: 0.0664, loss_cls: 0.3583, acc: 89.6284, loss_bbox: 0.3629, loss_mask: 0.4470, loss: 1.3092 +2024-05-27 14:53:25,442 - mmdet - INFO - Epoch [1][4100/7330] lr: 2.774e-05, eta: 8:04:46, time: 0.353, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0849, loss_rpn_bbox: 0.0684, loss_cls: 0.3589, acc: 89.9102, loss_bbox: 0.3512, loss_mask: 0.4429, loss: 1.3063 +2024-05-27 14:53:43,150 - mmdet - INFO - Epoch [1][4150/7330] lr: 2.774e-05, eta: 8:04:36, time: 0.354, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0763, loss_rpn_bbox: 0.0649, loss_cls: 0.3473, acc: 89.8501, loss_bbox: 0.3565, loss_mask: 0.4428, loss: 1.2878 +2024-05-27 14:54:00,968 - mmdet - INFO - Epoch [1][4200/7330] lr: 2.774e-05, eta: 8:04:28, time: 0.356, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0838, loss_rpn_bbox: 0.0721, loss_cls: 0.3555, acc: 89.5725, loss_bbox: 0.3642, loss_mask: 0.4370, loss: 1.3125 +2024-05-27 14:54:18,780 - mmdet - INFO - Epoch [1][4250/7330] lr: 2.774e-05, eta: 8:04:19, time: 0.356, data_time: 0.013, memory: 7919, loss_rpn_cls: 0.0737, loss_rpn_bbox: 0.0638, loss_cls: 0.3551, acc: 89.4512, loss_bbox: 0.3667, loss_mask: 0.4335, loss: 1.2928 +2024-05-27 14:54:36,445 - mmdet - INFO - Epoch [1][4300/7330] lr: 2.774e-05, eta: 8:04:08, time: 0.353, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0753, loss_rpn_bbox: 0.0666, loss_cls: 0.3448, acc: 90.1379, loss_bbox: 0.3475, loss_mask: 0.4270, loss: 1.2611 +2024-05-27 14:54:54,131 - mmdet - INFO - Epoch [1][4350/7330] lr: 2.774e-05, eta: 8:03:57, time: 0.354, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0742, loss_rpn_bbox: 0.0646, loss_cls: 0.3406, acc: 89.9160, loss_bbox: 0.3555, loss_mask: 0.4255, loss: 1.2604 +2024-05-27 14:55:11,713 - mmdet - INFO - Epoch [1][4400/7330] lr: 2.774e-05, eta: 8:03:44, time: 0.352, data_time: 0.013, memory: 7919, loss_rpn_cls: 0.0763, loss_rpn_bbox: 0.0641, loss_cls: 0.3512, acc: 89.9106, loss_bbox: 0.3551, loss_mask: 0.4230, loss: 1.2697 +2024-05-27 14:55:29,475 - mmdet - INFO - Epoch [1][4450/7330] lr: 2.774e-05, eta: 8:03:34, time: 0.355, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0656, loss_rpn_bbox: 0.0617, loss_cls: 0.3355, acc: 90.0344, loss_bbox: 0.3528, loss_mask: 0.4151, loss: 1.2307 +2024-05-27 14:55:47,117 - mmdet - INFO - Epoch [1][4500/7330] lr: 2.774e-05, eta: 8:03:21, time: 0.353, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0653, loss_rpn_bbox: 0.0613, loss_cls: 0.3409, acc: 89.8853, loss_bbox: 0.3529, loss_mask: 0.4140, loss: 1.2345 +2024-05-27 14:56:04,897 - mmdet - INFO - Epoch [1][4550/7330] lr: 2.774e-05, eta: 8:03:11, time: 0.356, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0720, loss_rpn_bbox: 0.0637, loss_cls: 0.3353, acc: 90.0435, loss_bbox: 0.3506, loss_mask: 0.4010, loss: 1.2226 +2024-05-27 14:56:22,604 - mmdet - INFO - Epoch [1][4600/7330] lr: 2.774e-05, eta: 8:03:00, time: 0.354, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0745, loss_rpn_bbox: 0.0648, loss_cls: 0.3340, acc: 90.0791, loss_bbox: 0.3460, loss_mask: 0.4137, loss: 1.2330 +2024-05-27 14:56:40,521 - mmdet - INFO - Epoch [1][4650/7330] lr: 2.774e-05, eta: 8:02:52, time: 0.358, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0700, loss_rpn_bbox: 0.0665, loss_cls: 0.3376, acc: 89.8516, loss_bbox: 0.3559, loss_mask: 0.3970, loss: 1.2270 +2024-05-27 14:56:58,299 - mmdet - INFO - Epoch [1][4700/7330] lr: 2.774e-05, eta: 8:02:42, time: 0.355, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0643, loss_rpn_bbox: 0.0609, loss_cls: 0.3400, acc: 89.9153, loss_bbox: 0.3575, loss_mask: 0.3999, loss: 1.2227 +2024-05-27 14:57:16,171 - mmdet - INFO - Epoch [1][4750/7330] lr: 2.774e-05, eta: 8:02:33, time: 0.358, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0704, loss_rpn_bbox: 0.0603, loss_cls: 0.3292, acc: 90.2219, loss_bbox: 0.3447, loss_mask: 0.4000, loss: 1.2046 +2024-05-27 14:57:33,963 - mmdet - INFO - Epoch [1][4800/7330] lr: 2.774e-05, eta: 8:02:22, time: 0.356, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0773, loss_rpn_bbox: 0.0705, loss_cls: 0.3380, acc: 90.0115, loss_bbox: 0.3521, loss_mask: 0.3995, loss: 1.2374 +2024-05-27 14:57:51,747 - mmdet - INFO - Epoch [1][4850/7330] lr: 2.774e-05, eta: 8:02:11, time: 0.356, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0698, loss_rpn_bbox: 0.0611, loss_cls: 0.3468, acc: 89.7473, loss_bbox: 0.3532, loss_mask: 0.4076, loss: 1.2385 +2024-05-27 14:58:09,744 - mmdet - INFO - Epoch [1][4900/7330] lr: 2.774e-05, eta: 8:02:04, time: 0.360, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0693, loss_rpn_bbox: 0.0661, loss_cls: 0.3464, acc: 89.4766, loss_bbox: 0.3649, loss_mask: 0.4006, loss: 1.2473 +2024-05-27 14:58:27,604 - mmdet - INFO - Epoch [1][4950/7330] lr: 2.774e-05, eta: 8:01:54, time: 0.357, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0765, loss_rpn_bbox: 0.0664, loss_cls: 0.3367, acc: 90.0176, loss_bbox: 0.3491, loss_mask: 0.4050, loss: 1.2337 +2024-05-27 14:58:45,258 - mmdet - INFO - Exp name: mask_rcnn_deit_vit_l_fpn_1x_coco_bs16.py +2024-05-27 14:58:45,258 - mmdet - INFO - Epoch [1][5000/7330] lr: 2.774e-05, eta: 8:01:40, time: 0.353, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0688, loss_rpn_bbox: 0.0595, loss_cls: 0.3237, acc: 90.4136, loss_bbox: 0.3324, loss_mask: 0.3901, loss: 1.1745 +2024-05-27 14:59:03,200 - mmdet - INFO - Epoch [1][5050/7330] lr: 2.774e-05, eta: 8:01:32, time: 0.359, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0730, loss_rpn_bbox: 0.0668, loss_cls: 0.3452, acc: 89.4824, loss_bbox: 0.3665, loss_mask: 0.3889, loss: 1.2403 +2024-05-27 14:59:21,085 - mmdet - INFO - Epoch [1][5100/7330] lr: 2.774e-05, eta: 8:01:22, time: 0.358, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0685, loss_rpn_bbox: 0.0628, loss_cls: 0.3483, acc: 89.4182, loss_bbox: 0.3660, loss_mask: 0.3773, loss: 1.2229 +2024-05-27 14:59:38,866 - mmdet - INFO - Epoch [1][5150/7330] lr: 2.774e-05, eta: 8:01:10, time: 0.356, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0702, loss_rpn_bbox: 0.0653, loss_cls: 0.3384, acc: 89.8350, loss_bbox: 0.3564, loss_mask: 0.3885, loss: 1.2189 +2024-05-27 15:00:04,266 - mmdet - INFO - Epoch [1][5200/7330] lr: 2.774e-05, eta: 8:02:59, time: 0.508, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0743, loss_rpn_bbox: 0.0682, loss_cls: 0.3290, acc: 90.0598, loss_bbox: 0.3484, loss_mask: 0.3765, loss: 1.1964 +2024-05-27 15:00:31,962 - mmdet - INFO - Epoch [1][5250/7330] lr: 2.774e-05, eta: 8:05:22, time: 0.554, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0679, loss_rpn_bbox: 0.0617, loss_cls: 0.3287, acc: 90.2021, loss_bbox: 0.3440, loss_mask: 0.3827, loss: 1.1849 +2024-05-27 15:00:49,724 - mmdet - INFO - Epoch [1][5300/7330] lr: 2.774e-05, eta: 8:05:07, time: 0.355, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0692, loss_rpn_bbox: 0.0601, loss_cls: 0.3249, acc: 90.2375, loss_bbox: 0.3410, loss_mask: 0.3750, loss: 1.1703 +2024-05-27 15:01:07,592 - mmdet - INFO - Epoch [1][5350/7330] lr: 2.774e-05, eta: 8:04:54, time: 0.357, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0720, loss_rpn_bbox: 0.0643, loss_cls: 0.3295, acc: 90.0459, loss_bbox: 0.3525, loss_mask: 0.3771, loss: 1.1953 +2024-05-27 15:01:25,553 - mmdet - INFO - Epoch [1][5400/7330] lr: 2.774e-05, eta: 8:04:41, time: 0.359, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0716, loss_rpn_bbox: 0.0675, loss_cls: 0.3495, acc: 89.4153, loss_bbox: 0.3662, loss_mask: 0.3770, loss: 1.2318 +2024-05-27 15:01:43,499 - mmdet - INFO - Epoch [1][5450/7330] lr: 2.774e-05, eta: 8:04:29, time: 0.359, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0723, loss_rpn_bbox: 0.0666, loss_cls: 0.3313, acc: 89.9131, loss_bbox: 0.3518, loss_mask: 0.3729, loss: 1.1950 +2024-05-27 15:02:01,419 - mmdet - INFO - Epoch [1][5500/7330] lr: 2.774e-05, eta: 8:04:16, time: 0.358, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0792, loss_rpn_bbox: 0.0663, loss_cls: 0.3323, acc: 89.9885, loss_bbox: 0.3563, loss_mask: 0.3709, loss: 1.2050 +2024-05-27 15:02:19,333 - mmdet - INFO - Epoch [1][5550/7330] lr: 2.774e-05, eta: 8:04:02, time: 0.358, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0702, loss_rpn_bbox: 0.0631, loss_cls: 0.3250, acc: 89.9045, loss_bbox: 0.3556, loss_mask: 0.3736, loss: 1.1874 +2024-05-27 15:02:37,335 - mmdet - INFO - Epoch [1][5600/7330] lr: 2.774e-05, eta: 8:03:50, time: 0.360, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0633, loss_rpn_bbox: 0.0612, loss_cls: 0.3369, acc: 89.4238, loss_bbox: 0.3712, loss_mask: 0.3711, loss: 1.2037 +2024-05-27 15:02:55,241 - mmdet - INFO - Epoch [1][5650/7330] lr: 2.774e-05, eta: 8:03:37, time: 0.358, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0647, loss_rpn_bbox: 0.0623, loss_cls: 0.3215, acc: 90.0386, loss_bbox: 0.3537, loss_mask: 0.3640, loss: 1.1662 +2024-05-27 15:03:13,004 - mmdet - INFO - Epoch [1][5700/7330] lr: 2.774e-05, eta: 8:03:21, time: 0.355, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0605, loss_rpn_bbox: 0.0562, loss_cls: 0.3099, acc: 90.5132, loss_bbox: 0.3374, loss_mask: 0.3550, loss: 1.1189 +2024-05-27 15:03:30,736 - mmdet - INFO - Epoch [1][5750/7330] lr: 2.774e-05, eta: 8:03:05, time: 0.355, data_time: 0.013, memory: 7919, loss_rpn_cls: 0.0667, loss_rpn_bbox: 0.0628, loss_cls: 0.3128, acc: 90.3147, loss_bbox: 0.3404, loss_mask: 0.3541, loss: 1.1369 +2024-05-27 15:03:48,669 - mmdet - INFO - Epoch [1][5800/7330] lr: 2.774e-05, eta: 8:02:52, time: 0.359, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0611, loss_rpn_bbox: 0.0601, loss_cls: 0.3124, acc: 90.1313, loss_bbox: 0.3514, loss_mask: 0.3560, loss: 1.1409 +2024-05-27 15:04:06,711 - mmdet - INFO - Epoch [1][5850/7330] lr: 2.774e-05, eta: 8:02:40, time: 0.361, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0684, loss_rpn_bbox: 0.0615, loss_cls: 0.3153, acc: 90.2195, loss_bbox: 0.3414, loss_mask: 0.3603, loss: 1.1470 +2024-05-27 15:04:24,711 - mmdet - INFO - Epoch [1][5900/7330] lr: 2.774e-05, eta: 8:02:27, time: 0.360, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0684, loss_rpn_bbox: 0.0637, loss_cls: 0.3327, acc: 89.8818, loss_bbox: 0.3539, loss_mask: 0.3606, loss: 1.1793 +2024-05-27 15:04:42,717 - mmdet - INFO - Epoch [1][5950/7330] lr: 2.774e-05, eta: 8:02:15, time: 0.360, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0692, loss_rpn_bbox: 0.0664, loss_cls: 0.3253, acc: 89.8555, loss_bbox: 0.3561, loss_mask: 0.3691, loss: 1.1861 +2024-05-27 15:05:00,611 - mmdet - INFO - Exp name: mask_rcnn_deit_vit_l_fpn_1x_coco_bs16.py +2024-05-27 15:05:00,611 - mmdet - INFO - Epoch [1][6000/7330] lr: 2.774e-05, eta: 8:02:01, time: 0.358, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0652, loss_rpn_bbox: 0.0638, loss_cls: 0.3183, acc: 90.0366, loss_bbox: 0.3467, loss_mask: 0.3554, loss: 1.1495 +2024-05-27 15:05:18,525 - mmdet - INFO - Epoch [1][6050/7330] lr: 2.774e-05, eta: 8:01:47, time: 0.358, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0658, loss_rpn_bbox: 0.0608, loss_cls: 0.3141, acc: 90.3345, loss_bbox: 0.3439, loss_mask: 0.3573, loss: 1.1418 +2024-05-27 15:05:36,357 - mmdet - INFO - Epoch [1][6100/7330] lr: 2.774e-05, eta: 8:01:31, time: 0.357, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0659, loss_rpn_bbox: 0.0621, loss_cls: 0.3140, acc: 90.1973, loss_bbox: 0.3426, loss_mask: 0.3521, loss: 1.1367 +2024-05-27 15:05:54,367 - mmdet - INFO - Epoch [1][6150/7330] lr: 2.774e-05, eta: 8:01:19, time: 0.360, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0710, loss_rpn_bbox: 0.0647, loss_cls: 0.3343, acc: 89.6660, loss_bbox: 0.3623, loss_mask: 0.3627, loss: 1.1950 +2024-05-27 15:06:12,355 - mmdet - INFO - Epoch [1][6200/7330] lr: 2.774e-05, eta: 8:01:05, time: 0.360, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0601, loss_rpn_bbox: 0.0603, loss_cls: 0.3133, acc: 90.0544, loss_bbox: 0.3468, loss_mask: 0.3518, loss: 1.1323 +2024-05-27 15:06:30,368 - mmdet - INFO - Epoch [1][6250/7330] lr: 2.774e-05, eta: 8:00:52, time: 0.360, data_time: 0.018, memory: 7919, loss_rpn_cls: 0.0650, loss_rpn_bbox: 0.0633, loss_cls: 0.3264, acc: 89.7947, loss_bbox: 0.3522, loss_mask: 0.3629, loss: 1.1698 +2024-05-27 15:06:48,248 - mmdet - INFO - Epoch [1][6300/7330] lr: 2.774e-05, eta: 8:00:38, time: 0.358, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0681, loss_rpn_bbox: 0.0654, loss_cls: 0.3278, acc: 89.9199, loss_bbox: 0.3559, loss_mask: 0.3616, loss: 1.1788 +2024-05-27 15:07:06,072 - mmdet - INFO - Epoch [1][6350/7330] lr: 2.774e-05, eta: 8:00:22, time: 0.356, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0595, loss_rpn_bbox: 0.0554, loss_cls: 0.3039, acc: 90.5227, loss_bbox: 0.3274, loss_mask: 0.3396, loss: 1.0858 +2024-05-27 15:07:23,886 - mmdet - INFO - Epoch [1][6400/7330] lr: 2.774e-05, eta: 8:00:07, time: 0.356, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0620, loss_rpn_bbox: 0.0586, loss_cls: 0.3134, acc: 90.1826, loss_bbox: 0.3444, loss_mask: 0.3501, loss: 1.1286 +2024-05-27 15:07:41,765 - mmdet - INFO - Epoch [1][6450/7330] lr: 2.774e-05, eta: 7:59:52, time: 0.358, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0590, loss_rpn_bbox: 0.0602, loss_cls: 0.3082, acc: 90.2639, loss_bbox: 0.3426, loss_mask: 0.3505, loss: 1.1205 +2024-05-27 15:07:59,632 - mmdet - INFO - Epoch [1][6500/7330] lr: 2.774e-05, eta: 7:59:37, time: 0.357, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0657, loss_rpn_bbox: 0.0612, loss_cls: 0.3081, acc: 90.2791, loss_bbox: 0.3333, loss_mask: 0.3534, loss: 1.1217 +2024-05-27 15:08:17,613 - mmdet - INFO - Epoch [1][6550/7330] lr: 2.774e-05, eta: 7:59:23, time: 0.360, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0603, loss_rpn_bbox: 0.0588, loss_cls: 0.3037, acc: 90.4795, loss_bbox: 0.3361, loss_mask: 0.3493, loss: 1.1083 +2024-05-27 15:08:35,457 - mmdet - INFO - Epoch [1][6600/7330] lr: 2.774e-05, eta: 7:59:07, time: 0.357, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0617, loss_rpn_bbox: 0.0596, loss_cls: 0.3014, acc: 90.5928, loss_bbox: 0.3331, loss_mask: 0.3414, loss: 1.0973 +2024-05-27 15:08:53,389 - mmdet - INFO - Epoch [1][6650/7330] lr: 2.774e-05, eta: 7:58:53, time: 0.359, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0665, loss_rpn_bbox: 0.0604, loss_cls: 0.3072, acc: 90.4346, loss_bbox: 0.3388, loss_mask: 0.3488, loss: 1.1217 +2024-05-27 15:09:11,307 - mmdet - INFO - Epoch [1][6700/7330] lr: 2.774e-05, eta: 7:58:38, time: 0.358, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0658, loss_rpn_bbox: 0.0621, loss_cls: 0.3147, acc: 90.2266, loss_bbox: 0.3441, loss_mask: 0.3480, loss: 1.1347 +2024-05-27 15:09:29,153 - mmdet - INFO - Epoch [1][6750/7330] lr: 2.774e-05, eta: 7:58:23, time: 0.357, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0615, loss_rpn_bbox: 0.0623, loss_cls: 0.2999, acc: 90.3694, loss_bbox: 0.3454, loss_mask: 0.3390, loss: 1.1081 +2024-05-27 15:09:46,994 - mmdet - INFO - Epoch [1][6800/7330] lr: 2.774e-05, eta: 7:58:07, time: 0.357, data_time: 0.018, memory: 7919, loss_rpn_cls: 0.0675, loss_rpn_bbox: 0.0592, loss_cls: 0.3046, acc: 90.3875, loss_bbox: 0.3377, loss_mask: 0.3483, loss: 1.1173 +2024-05-27 15:10:05,095 - mmdet - INFO - Epoch [1][6850/7330] lr: 2.774e-05, eta: 7:57:54, time: 0.362, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0640, loss_rpn_bbox: 0.0611, loss_cls: 0.3146, acc: 90.3020, loss_bbox: 0.3396, loss_mask: 0.3426, loss: 1.1218 +2024-05-27 15:10:25,545 - mmdet - INFO - Epoch [1][6900/7330] lr: 2.774e-05, eta: 7:58:09, time: 0.409, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0630, loss_rpn_bbox: 0.0599, loss_cls: 0.3178, acc: 89.9824, loss_bbox: 0.3503, loss_mask: 0.3468, loss: 1.1378 +2024-05-27 15:10:43,385 - mmdet - INFO - Epoch [1][6950/7330] lr: 2.774e-05, eta: 7:57:53, time: 0.357, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0575, loss_rpn_bbox: 0.0591, loss_cls: 0.3060, acc: 90.4224, loss_bbox: 0.3351, loss_mask: 0.3500, loss: 1.1076 +2024-05-27 15:11:01,444 - mmdet - INFO - Exp name: mask_rcnn_deit_vit_l_fpn_1x_coco_bs16.py +2024-05-27 15:11:01,444 - mmdet - INFO - Epoch [1][7000/7330] lr: 2.774e-05, eta: 7:57:40, time: 0.361, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0648, loss_rpn_bbox: 0.0599, loss_cls: 0.3034, acc: 90.3452, loss_bbox: 0.3425, loss_mask: 0.3394, loss: 1.1100 +2024-05-27 15:11:19,301 - mmdet - INFO - Epoch [1][7050/7330] lr: 2.774e-05, eta: 7:57:24, time: 0.357, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0627, loss_rpn_bbox: 0.0646, loss_cls: 0.3151, acc: 89.9663, loss_bbox: 0.3468, loss_mask: 0.3348, loss: 1.1240 +2024-05-27 15:11:37,148 - mmdet - INFO - Epoch [1][7100/7330] lr: 2.774e-05, eta: 7:57:08, time: 0.357, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0629, loss_rpn_bbox: 0.0603, loss_cls: 0.3185, acc: 90.0430, loss_bbox: 0.3491, loss_mask: 0.3455, loss: 1.1364 +2024-05-27 15:11:55,204 - mmdet - INFO - Epoch [1][7150/7330] lr: 2.774e-05, eta: 7:56:54, time: 0.361, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0649, loss_rpn_bbox: 0.0614, loss_cls: 0.3212, acc: 89.7847, loss_bbox: 0.3600, loss_mask: 0.3437, loss: 1.1511 +2024-05-27 15:12:13,136 - mmdet - INFO - Epoch [1][7200/7330] lr: 2.774e-05, eta: 7:56:39, time: 0.359, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0661, loss_rpn_bbox: 0.0614, loss_cls: 0.3239, acc: 89.7798, loss_bbox: 0.3507, loss_mask: 0.3448, loss: 1.1468 +2024-05-27 15:12:31,166 - mmdet - INFO - Epoch [1][7250/7330] lr: 2.774e-05, eta: 7:56:25, time: 0.360, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0646, loss_rpn_bbox: 0.0631, loss_cls: 0.3173, acc: 90.0217, loss_bbox: 0.3536, loss_mask: 0.3465, loss: 1.1452 +2024-05-27 15:12:49,076 - mmdet - INFO - Epoch [1][7300/7330] lr: 2.774e-05, eta: 7:56:09, time: 0.358, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0585, loss_rpn_bbox: 0.0599, loss_cls: 0.3017, acc: 90.3608, loss_bbox: 0.3385, loss_mask: 0.3387, loss: 1.0973 +2024-05-27 15:13:00,932 - mmdet - INFO - Saving checkpoint at 1 epochs +2024-05-27 15:14:03,151 - mmdet - INFO - Evaluating bbox... +2024-05-27 15:14:35,623 - mmdet - INFO - + Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.223 + Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.486 + Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.171 + Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.120 + Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.258 + Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.307 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.371 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.371 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.371 + Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.199 + Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.412 + Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.513 + +2024-05-27 15:14:35,624 - mmdet - INFO - Evaluating segm... +2024-05-27 15:15:14,610 - mmdet - INFO - + Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.242 + Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.457 + Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.235 + Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.091 + Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.269 + Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.392 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.378 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.378 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.378 + Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.178 + Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.430 + Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.550 + +2024-05-27 15:15:15,109 - mmdet - INFO - Exp name: mask_rcnn_deit_vit_l_fpn_1x_coco_bs16.py +2024-05-27 15:15:15,109 - mmdet - INFO - Epoch(val) [1][625] bbox_mAP: 0.2230, bbox_mAP_50: 0.4860, bbox_mAP_75: 0.1710, bbox_mAP_s: 0.1200, bbox_mAP_m: 0.2580, bbox_mAP_l: 0.3070, bbox_mAP_copypaste: 0.223 0.486 0.171 0.120 0.258 0.307, segm_mAP: 0.2420, segm_mAP_50: 0.4570, segm_mAP_75: 0.2350, segm_mAP_s: 0.0910, segm_mAP_m: 0.2690, segm_mAP_l: 0.3920, segm_mAP_copypaste: 0.242 0.457 0.235 0.091 0.269 0.392 +2024-05-27 15:15:37,938 - mmdet - INFO - Epoch [2][50/7330] lr: 2.774e-05, eta: 7:54:41, time: 0.456, data_time: 0.084, memory: 7919, loss_rpn_cls: 0.0600, loss_rpn_bbox: 0.0613, loss_cls: 0.3192, acc: 89.6189, loss_bbox: 0.3593, loss_mask: 0.3440, loss: 1.1438 +2024-05-27 15:15:55,934 - mmdet - INFO - Epoch [2][100/7330] lr: 2.774e-05, eta: 7:54:27, time: 0.360, data_time: 0.018, memory: 7919, loss_rpn_cls: 0.0608, loss_rpn_bbox: 0.0603, loss_cls: 0.3089, acc: 90.1057, loss_bbox: 0.3504, loss_mask: 0.3445, loss: 1.1248 +2024-05-27 15:16:14,025 - mmdet - INFO - Epoch [2][150/7330] lr: 2.774e-05, eta: 7:54:13, time: 0.362, data_time: 0.018, memory: 7919, loss_rpn_cls: 0.0616, loss_rpn_bbox: 0.0610, loss_cls: 0.3032, acc: 90.3186, loss_bbox: 0.3430, loss_mask: 0.3395, loss: 1.1083 +2024-05-27 15:16:31,891 - mmdet - INFO - Epoch [2][200/7330] lr: 2.774e-05, eta: 7:53:58, time: 0.357, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0595, loss_rpn_bbox: 0.0560, loss_cls: 0.2921, acc: 90.6416, loss_bbox: 0.3319, loss_mask: 0.3328, loss: 1.0722 +2024-05-27 15:16:49,761 - mmdet - INFO - Epoch [2][250/7330] lr: 2.774e-05, eta: 7:53:42, time: 0.357, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0577, loss_rpn_bbox: 0.0571, loss_cls: 0.2907, acc: 90.6265, loss_bbox: 0.3287, loss_mask: 0.3293, loss: 1.0636 +2024-05-27 15:17:07,718 - mmdet - INFO - Epoch [2][300/7330] lr: 2.774e-05, eta: 7:53:27, time: 0.359, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0613, loss_rpn_bbox: 0.0604, loss_cls: 0.3039, acc: 90.2932, loss_bbox: 0.3400, loss_mask: 0.3377, loss: 1.1033 +2024-05-27 15:17:25,843 - mmdet - INFO - Epoch [2][350/7330] lr: 2.774e-05, eta: 7:53:14, time: 0.362, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0617, loss_rpn_bbox: 0.0647, loss_cls: 0.3094, acc: 90.0107, loss_bbox: 0.3461, loss_mask: 0.3401, loss: 1.1219 +2024-05-27 15:17:43,644 - mmdet - INFO - Epoch [2][400/7330] lr: 2.774e-05, eta: 7:52:58, time: 0.356, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0562, loss_rpn_bbox: 0.0537, loss_cls: 0.2833, acc: 90.9224, loss_bbox: 0.3211, loss_mask: 0.3339, loss: 1.0482 +2024-05-27 15:18:01,701 - mmdet - INFO - Epoch [2][450/7330] lr: 2.774e-05, eta: 7:52:44, time: 0.361, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0659, loss_rpn_bbox: 0.0613, loss_cls: 0.2986, acc: 90.3552, loss_bbox: 0.3461, loss_mask: 0.3402, loss: 1.1121 +2024-05-27 15:18:19,791 - mmdet - INFO - Epoch [2][500/7330] lr: 2.774e-05, eta: 7:52:30, time: 0.362, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0588, loss_rpn_bbox: 0.0593, loss_cls: 0.3080, acc: 90.1604, loss_bbox: 0.3495, loss_mask: 0.3307, loss: 1.1063 +2024-05-27 15:18:37,540 - mmdet - INFO - Epoch [2][550/7330] lr: 2.774e-05, eta: 7:52:13, time: 0.355, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0579, loss_rpn_bbox: 0.0558, loss_cls: 0.2969, acc: 90.4790, loss_bbox: 0.3347, loss_mask: 0.3290, loss: 1.0743 +2024-05-27 15:18:55,648 - mmdet - INFO - Epoch [2][600/7330] lr: 2.774e-05, eta: 7:52:00, time: 0.362, data_time: 0.013, memory: 7919, loss_rpn_cls: 0.0598, loss_rpn_bbox: 0.0604, loss_cls: 0.3023, acc: 90.1711, loss_bbox: 0.3493, loss_mask: 0.3317, loss: 1.1035 +2024-05-27 15:19:13,713 - mmdet - INFO - Epoch [2][650/7330] lr: 2.774e-05, eta: 7:51:46, time: 0.361, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0630, loss_rpn_bbox: 0.0597, loss_cls: 0.3117, acc: 90.0264, loss_bbox: 0.3475, loss_mask: 0.3383, loss: 1.1201 +2024-05-27 15:19:31,642 - mmdet - INFO - Epoch [2][700/7330] lr: 2.774e-05, eta: 7:51:30, time: 0.359, data_time: 0.019, memory: 7919, loss_rpn_cls: 0.0595, loss_rpn_bbox: 0.0557, loss_cls: 0.2930, acc: 90.7188, loss_bbox: 0.3215, loss_mask: 0.3281, loss: 1.0578 +2024-05-27 15:19:49,784 - mmdet - INFO - Epoch [2][750/7330] lr: 2.774e-05, eta: 7:51:17, time: 0.363, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0575, loss_rpn_bbox: 0.0579, loss_cls: 0.3076, acc: 90.0896, loss_bbox: 0.3477, loss_mask: 0.3291, loss: 1.0998 +2024-05-27 15:20:07,672 - mmdet - INFO - Epoch [2][800/7330] lr: 2.774e-05, eta: 7:51:01, time: 0.358, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0579, loss_rpn_bbox: 0.0547, loss_cls: 0.2892, acc: 90.7131, loss_bbox: 0.3279, loss_mask: 0.3212, loss: 1.0510 +2024-05-27 15:20:25,690 - mmdet - INFO - Epoch [2][850/7330] lr: 2.774e-05, eta: 7:50:47, time: 0.360, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0595, loss_rpn_bbox: 0.0599, loss_cls: 0.3026, acc: 90.1438, loss_bbox: 0.3408, loss_mask: 0.3269, loss: 1.0898 +2024-05-27 15:20:43,735 - mmdet - INFO - Epoch [2][900/7330] lr: 2.774e-05, eta: 7:50:32, time: 0.361, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0597, loss_rpn_bbox: 0.0613, loss_cls: 0.3027, acc: 90.2031, loss_bbox: 0.3413, loss_mask: 0.3282, loss: 1.0932 +2024-05-27 15:21:01,756 - mmdet - INFO - Epoch [2][950/7330] lr: 2.774e-05, eta: 7:50:18, time: 0.361, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0587, loss_rpn_bbox: 0.0556, loss_cls: 0.2958, acc: 90.3962, loss_bbox: 0.3386, loss_mask: 0.3303, loss: 1.0791 +2024-05-27 15:21:19,784 - mmdet - INFO - Epoch [2][1000/7330] lr: 2.774e-05, eta: 7:50:03, time: 0.361, data_time: 0.013, memory: 7919, loss_rpn_cls: 0.0566, loss_rpn_bbox: 0.0578, loss_cls: 0.2946, acc: 90.3635, loss_bbox: 0.3388, loss_mask: 0.3207, loss: 1.0684 +2024-05-27 15:21:37,939 - mmdet - INFO - Epoch [2][1050/7330] lr: 2.774e-05, eta: 7:49:49, time: 0.363, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0622, loss_rpn_bbox: 0.0638, loss_cls: 0.3022, acc: 90.0823, loss_bbox: 0.3473, loss_mask: 0.3330, loss: 1.1085 +2024-05-27 15:21:55,977 - mmdet - INFO - Epoch [2][1100/7330] lr: 2.774e-05, eta: 7:49:35, time: 0.361, data_time: 0.019, memory: 7919, loss_rpn_cls: 0.0586, loss_rpn_bbox: 0.0591, loss_cls: 0.3020, acc: 90.2307, loss_bbox: 0.3422, loss_mask: 0.3344, loss: 1.0964 +2024-05-27 15:22:14,001 - mmdet - INFO - Epoch [2][1150/7330] lr: 2.774e-05, eta: 7:49:20, time: 0.360, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0555, loss_rpn_bbox: 0.0575, loss_cls: 0.2857, acc: 90.7844, loss_bbox: 0.3297, loss_mask: 0.3281, loss: 1.0564 +2024-05-27 15:22:31,887 - mmdet - INFO - Epoch [2][1200/7330] lr: 2.774e-05, eta: 7:49:04, time: 0.358, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0593, loss_rpn_bbox: 0.0579, loss_cls: 0.2779, acc: 90.9429, loss_bbox: 0.3184, loss_mask: 0.3206, loss: 1.0342 +2024-05-27 15:22:49,875 - mmdet - INFO - Epoch [2][1250/7330] lr: 2.774e-05, eta: 7:48:49, time: 0.360, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0601, loss_rpn_bbox: 0.0604, loss_cls: 0.3003, acc: 90.3364, loss_bbox: 0.3364, loss_mask: 0.3295, loss: 1.0867 +2024-05-27 15:23:07,952 - mmdet - INFO - Epoch [2][1300/7330] lr: 2.774e-05, eta: 7:48:34, time: 0.361, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0598, loss_rpn_bbox: 0.0608, loss_cls: 0.3029, acc: 90.1768, loss_bbox: 0.3493, loss_mask: 0.3320, loss: 1.1048 +2024-05-27 15:23:26,113 - mmdet - INFO - Epoch [2][1350/7330] lr: 2.774e-05, eta: 7:48:21, time: 0.363, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0591, loss_rpn_bbox: 0.0568, loss_cls: 0.2926, acc: 90.3022, loss_bbox: 0.3422, loss_mask: 0.3269, loss: 1.0775 +2024-05-27 15:23:44,141 - mmdet - INFO - Epoch [2][1400/7330] lr: 2.774e-05, eta: 7:48:06, time: 0.361, data_time: 0.013, memory: 7919, loss_rpn_cls: 0.0548, loss_rpn_bbox: 0.0560, loss_cls: 0.2685, acc: 91.1743, loss_bbox: 0.3156, loss_mask: 0.3187, loss: 1.0136 +2024-05-27 15:24:02,180 - mmdet - INFO - Epoch [2][1450/7330] lr: 2.774e-05, eta: 7:47:51, time: 0.361, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0594, loss_rpn_bbox: 0.0611, loss_cls: 0.2991, acc: 90.3562, loss_bbox: 0.3387, loss_mask: 0.3242, loss: 1.0825 +2024-05-27 15:24:20,231 - mmdet - INFO - Epoch [2][1500/7330] lr: 2.774e-05, eta: 7:47:36, time: 0.361, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0580, loss_rpn_bbox: 0.0601, loss_cls: 0.2991, acc: 90.5144, loss_bbox: 0.3344, loss_mask: 0.3321, loss: 1.0838 +2024-05-27 15:24:38,203 - mmdet - INFO - Epoch [2][1550/7330] lr: 2.774e-05, eta: 7:47:20, time: 0.359, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0626, loss_rpn_bbox: 0.0604, loss_cls: 0.3064, acc: 90.0562, loss_bbox: 0.3449, loss_mask: 0.3296, loss: 1.1039 +2024-05-27 15:24:56,263 - mmdet - INFO - Epoch [2][1600/7330] lr: 2.774e-05, eta: 7:47:06, time: 0.361, data_time: 0.018, memory: 7919, loss_rpn_cls: 0.0540, loss_rpn_bbox: 0.0618, loss_cls: 0.2998, acc: 90.1946, loss_bbox: 0.3423, loss_mask: 0.3350, loss: 1.0928 +2024-05-27 15:25:14,366 - mmdet - INFO - Epoch [2][1650/7330] lr: 2.774e-05, eta: 7:46:51, time: 0.362, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0544, loss_rpn_bbox: 0.0600, loss_cls: 0.3000, acc: 90.2876, loss_bbox: 0.3441, loss_mask: 0.3218, loss: 1.0803 +2024-05-27 15:25:32,388 - mmdet - INFO - Epoch [2][1700/7330] lr: 2.774e-05, eta: 7:46:36, time: 0.360, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0574, loss_rpn_bbox: 0.0575, loss_cls: 0.2895, acc: 90.6050, loss_bbox: 0.3303, loss_mask: 0.3267, loss: 1.0614 +2024-05-27 15:25:50,469 - mmdet - INFO - Epoch [2][1750/7330] lr: 2.774e-05, eta: 7:46:21, time: 0.362, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0591, loss_rpn_bbox: 0.0609, loss_cls: 0.3030, acc: 90.1638, loss_bbox: 0.3464, loss_mask: 0.3262, loss: 1.0956 +2024-05-27 15:26:08,590 - mmdet - INFO - Epoch [2][1800/7330] lr: 2.774e-05, eta: 7:46:07, time: 0.362, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0548, loss_rpn_bbox: 0.0566, loss_cls: 0.2870, acc: 90.6799, loss_bbox: 0.3278, loss_mask: 0.3225, loss: 1.0487 +2024-05-27 15:26:26,619 - mmdet - INFO - Epoch [2][1850/7330] lr: 2.774e-05, eta: 7:45:51, time: 0.361, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0554, loss_rpn_bbox: 0.0561, loss_cls: 0.2885, acc: 90.4089, loss_bbox: 0.3367, loss_mask: 0.3183, loss: 1.0550 +2024-05-27 15:26:44,705 - mmdet - INFO - Epoch [2][1900/7330] lr: 2.774e-05, eta: 7:45:37, time: 0.362, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0558, loss_rpn_bbox: 0.0592, loss_cls: 0.2956, acc: 90.4902, loss_bbox: 0.3309, loss_mask: 0.3198, loss: 1.0613 +2024-05-27 15:27:02,916 - mmdet - INFO - Epoch [2][1950/7330] lr: 2.774e-05, eta: 7:45:23, time: 0.364, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0556, loss_rpn_bbox: 0.0575, loss_cls: 0.2920, acc: 90.4944, loss_bbox: 0.3344, loss_mask: 0.3212, loss: 1.0607 +2024-05-27 15:27:20,823 - mmdet - INFO - Epoch [2][2000/7330] lr: 2.774e-05, eta: 7:45:06, time: 0.358, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0578, loss_rpn_bbox: 0.0578, loss_cls: 0.2897, acc: 90.4805, loss_bbox: 0.3304, loss_mask: 0.3161, loss: 1.0517 +2024-05-27 15:27:38,681 - mmdet - INFO - Epoch [2][2050/7330] lr: 2.774e-05, eta: 7:44:50, time: 0.357, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0535, loss_rpn_bbox: 0.0526, loss_cls: 0.2799, acc: 91.0669, loss_bbox: 0.3159, loss_mask: 0.3148, loss: 1.0166 +2024-05-27 15:27:56,672 - mmdet - INFO - Epoch [2][2100/7330] lr: 2.774e-05, eta: 7:44:34, time: 0.360, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0549, loss_rpn_bbox: 0.0560, loss_cls: 0.2974, acc: 90.4299, loss_bbox: 0.3388, loss_mask: 0.3161, loss: 1.0633 +2024-05-27 15:28:14,550 - mmdet - INFO - Epoch [2][2150/7330] lr: 2.774e-05, eta: 7:44:17, time: 0.358, data_time: 0.019, memory: 7919, loss_rpn_cls: 0.0538, loss_rpn_bbox: 0.0542, loss_cls: 0.2857, acc: 90.7803, loss_bbox: 0.3261, loss_mask: 0.3114, loss: 1.0312 +2024-05-27 15:28:32,519 - mmdet - INFO - Epoch [2][2200/7330] lr: 2.774e-05, eta: 7:44:01, time: 0.359, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0554, loss_rpn_bbox: 0.0585, loss_cls: 0.2907, acc: 90.5120, loss_bbox: 0.3373, loss_mask: 0.3208, loss: 1.0627 +2024-05-27 15:28:50,637 - mmdet - INFO - Epoch [2][2250/7330] lr: 2.774e-05, eta: 7:43:47, time: 0.362, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0537, loss_rpn_bbox: 0.0601, loss_cls: 0.2842, acc: 90.6245, loss_bbox: 0.3349, loss_mask: 0.3202, loss: 1.0533 +2024-05-27 15:29:08,784 - mmdet - INFO - Epoch [2][2300/7330] lr: 2.774e-05, eta: 7:43:32, time: 0.363, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0541, loss_rpn_bbox: 0.0568, loss_cls: 0.2851, acc: 90.7268, loss_bbox: 0.3282, loss_mask: 0.3171, loss: 1.0412 +2024-05-27 15:29:26,809 - mmdet - INFO - Epoch [2][2350/7330] lr: 2.774e-05, eta: 7:43:17, time: 0.360, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0534, loss_rpn_bbox: 0.0546, loss_cls: 0.2886, acc: 90.6621, loss_bbox: 0.3240, loss_mask: 0.3245, loss: 1.0450 +2024-05-27 15:29:45,059 - mmdet - INFO - Epoch [2][2400/7330] lr: 2.774e-05, eta: 7:43:03, time: 0.365, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0568, loss_rpn_bbox: 0.0576, loss_cls: 0.2861, acc: 90.6360, loss_bbox: 0.3261, loss_mask: 0.3125, loss: 1.0390 +2024-05-27 15:30:03,410 - mmdet - INFO - Epoch [2][2450/7330] lr: 2.774e-05, eta: 7:42:50, time: 0.367, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0588, loss_rpn_bbox: 0.0613, loss_cls: 0.2905, acc: 90.4910, loss_bbox: 0.3329, loss_mask: 0.3170, loss: 1.0606 +2024-05-27 15:30:21,469 - mmdet - INFO - Epoch [2][2500/7330] lr: 2.774e-05, eta: 7:42:34, time: 0.361, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0560, loss_rpn_bbox: 0.0593, loss_cls: 0.2897, acc: 90.5906, loss_bbox: 0.3343, loss_mask: 0.3304, loss: 1.0698 +2024-05-27 15:30:39,631 - mmdet - INFO - Epoch [2][2550/7330] lr: 2.774e-05, eta: 7:42:20, time: 0.363, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0519, loss_rpn_bbox: 0.0528, loss_cls: 0.2824, acc: 90.6287, loss_bbox: 0.3298, loss_mask: 0.3121, loss: 1.0290 +2024-05-27 15:30:57,758 - mmdet - INFO - Epoch [2][2600/7330] lr: 2.774e-05, eta: 7:42:05, time: 0.362, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0535, loss_rpn_bbox: 0.0544, loss_cls: 0.2749, acc: 90.9653, loss_bbox: 0.3220, loss_mask: 0.3090, loss: 1.0138 +2024-05-27 15:31:15,910 - mmdet - INFO - Epoch [2][2650/7330] lr: 2.774e-05, eta: 7:41:50, time: 0.363, data_time: 0.018, memory: 7919, loss_rpn_cls: 0.0561, loss_rpn_bbox: 0.0559, loss_cls: 0.2799, acc: 90.7788, loss_bbox: 0.3258, loss_mask: 0.3113, loss: 1.0290 +2024-05-27 15:31:33,905 - mmdet - INFO - Epoch [2][2700/7330] lr: 2.774e-05, eta: 7:41:34, time: 0.360, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0553, loss_rpn_bbox: 0.0537, loss_cls: 0.2797, acc: 90.8074, loss_bbox: 0.3244, loss_mask: 0.3152, loss: 1.0283 +2024-05-27 15:31:51,996 - mmdet - INFO - Epoch [2][2750/7330] lr: 2.774e-05, eta: 7:41:19, time: 0.362, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0544, loss_rpn_bbox: 0.0594, loss_cls: 0.2893, acc: 90.5920, loss_bbox: 0.3357, loss_mask: 0.3108, loss: 1.0495 +2024-05-27 15:32:10,024 - mmdet - INFO - Epoch [2][2800/7330] lr: 2.774e-05, eta: 7:41:03, time: 0.361, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0534, loss_rpn_bbox: 0.0550, loss_cls: 0.2809, acc: 90.8999, loss_bbox: 0.3182, loss_mask: 0.3088, loss: 1.0164 +2024-05-27 15:32:28,050 - mmdet - INFO - Epoch [2][2850/7330] lr: 2.774e-05, eta: 7:40:47, time: 0.361, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0557, loss_rpn_bbox: 0.0550, loss_cls: 0.2765, acc: 90.8811, loss_bbox: 0.3209, loss_mask: 0.3032, loss: 1.0113 +2024-05-27 15:32:46,143 - mmdet - INFO - Epoch [2][2900/7330] lr: 2.774e-05, eta: 7:40:32, time: 0.362, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0533, loss_rpn_bbox: 0.0565, loss_cls: 0.2791, acc: 90.7947, loss_bbox: 0.3210, loss_mask: 0.3079, loss: 1.0179 +2024-05-27 15:33:04,160 - mmdet - INFO - Epoch [2][2950/7330] lr: 2.774e-05, eta: 7:40:16, time: 0.360, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0534, loss_rpn_bbox: 0.0547, loss_cls: 0.2794, acc: 90.9797, loss_bbox: 0.3198, loss_mask: 0.3101, loss: 1.0174 +2024-05-27 15:33:22,346 - mmdet - INFO - Epoch [2][3000/7330] lr: 2.774e-05, eta: 7:40:01, time: 0.364, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0552, loss_rpn_bbox: 0.0561, loss_cls: 0.2868, acc: 90.7395, loss_bbox: 0.3257, loss_mask: 0.3101, loss: 1.0340 +2024-05-27 15:33:40,598 - mmdet - INFO - Epoch [2][3050/7330] lr: 2.774e-05, eta: 7:39:47, time: 0.365, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0506, loss_rpn_bbox: 0.0546, loss_cls: 0.2751, acc: 90.8730, loss_bbox: 0.3188, loss_mask: 0.3085, loss: 1.0076 +2024-05-27 15:33:58,813 - mmdet - INFO - Epoch [2][3100/7330] lr: 2.774e-05, eta: 7:39:32, time: 0.364, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0544, loss_rpn_bbox: 0.0570, loss_cls: 0.2752, acc: 90.8657, loss_bbox: 0.3289, loss_mask: 0.3116, loss: 1.0272 +2024-05-27 15:34:17,012 - mmdet - INFO - Epoch [2][3150/7330] lr: 2.774e-05, eta: 7:39:18, time: 0.364, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0545, loss_rpn_bbox: 0.0580, loss_cls: 0.2873, acc: 90.5400, loss_bbox: 0.3335, loss_mask: 0.3114, loss: 1.0447 +2024-05-27 15:34:35,175 - mmdet - INFO - Epoch [2][3200/7330] lr: 2.774e-05, eta: 7:39:03, time: 0.363, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0504, loss_rpn_bbox: 0.0550, loss_cls: 0.2808, acc: 90.7610, loss_bbox: 0.3267, loss_mask: 0.3150, loss: 1.0278 +2024-05-27 15:34:53,263 - mmdet - INFO - Epoch [2][3250/7330] lr: 2.774e-05, eta: 7:38:47, time: 0.362, data_time: 0.013, memory: 7919, loss_rpn_cls: 0.0476, loss_rpn_bbox: 0.0539, loss_cls: 0.2748, acc: 90.7791, loss_bbox: 0.3255, loss_mask: 0.3078, loss: 1.0095 +2024-05-27 15:35:11,548 - mmdet - INFO - Epoch [2][3300/7330] lr: 2.774e-05, eta: 7:38:33, time: 0.366, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0507, loss_rpn_bbox: 0.0537, loss_cls: 0.2728, acc: 90.8347, loss_bbox: 0.3262, loss_mask: 0.3087, loss: 1.0120 +2024-05-27 15:35:29,732 - mmdet - INFO - Epoch [2][3350/7330] lr: 2.774e-05, eta: 7:38:18, time: 0.364, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0521, loss_rpn_bbox: 0.0537, loss_cls: 0.2705, acc: 90.9978, loss_bbox: 0.3172, loss_mask: 0.3065, loss: 1.0000 +2024-05-27 15:35:47,909 - mmdet - INFO - Epoch [2][3400/7330] lr: 2.774e-05, eta: 7:38:03, time: 0.364, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0563, loss_rpn_bbox: 0.0565, loss_cls: 0.2883, acc: 90.5891, loss_bbox: 0.3277, loss_mask: 0.3081, loss: 1.0369 +2024-05-27 15:36:06,053 - mmdet - INFO - Epoch [2][3450/7330] lr: 2.774e-05, eta: 7:37:48, time: 0.363, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0524, loss_rpn_bbox: 0.0536, loss_cls: 0.2783, acc: 90.9624, loss_bbox: 0.3193, loss_mask: 0.3072, loss: 1.0108 +2024-05-27 15:36:24,203 - mmdet - INFO - Epoch [2][3500/7330] lr: 2.774e-05, eta: 7:37:32, time: 0.363, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0535, loss_rpn_bbox: 0.0567, loss_cls: 0.2833, acc: 90.6367, loss_bbox: 0.3268, loss_mask: 0.3124, loss: 1.0325 +2024-05-27 15:36:42,447 - mmdet - INFO - Epoch [2][3550/7330] lr: 2.774e-05, eta: 7:37:18, time: 0.365, data_time: 0.018, memory: 7919, loss_rpn_cls: 0.0521, loss_rpn_bbox: 0.0537, loss_cls: 0.2811, acc: 90.7104, loss_bbox: 0.3259, loss_mask: 0.3067, loss: 1.0195 +2024-05-27 15:37:00,796 - mmdet - INFO - Epoch [2][3600/7330] lr: 2.774e-05, eta: 7:37:04, time: 0.367, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0512, loss_rpn_bbox: 0.0565, loss_cls: 0.2789, acc: 90.6646, loss_bbox: 0.3322, loss_mask: 0.3045, loss: 1.0233 +2024-05-27 15:37:19,040 - mmdet - INFO - Epoch [2][3650/7330] lr: 2.774e-05, eta: 7:36:49, time: 0.365, data_time: 0.018, memory: 7919, loss_rpn_cls: 0.0470, loss_rpn_bbox: 0.0552, loss_cls: 0.2767, acc: 90.6843, loss_bbox: 0.3320, loss_mask: 0.3069, loss: 1.0176 +2024-05-27 15:37:37,306 - mmdet - INFO - Epoch [2][3700/7330] lr: 2.774e-05, eta: 7:36:35, time: 0.365, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0526, loss_rpn_bbox: 0.0592, loss_cls: 0.2811, acc: 90.5669, loss_bbox: 0.3377, loss_mask: 0.3086, loss: 1.0392 +2024-05-27 15:37:55,570 - mmdet - INFO - Epoch [2][3750/7330] lr: 2.774e-05, eta: 7:36:20, time: 0.365, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0536, loss_rpn_bbox: 0.0545, loss_cls: 0.2810, acc: 90.6960, loss_bbox: 0.3315, loss_mask: 0.3108, loss: 1.0313 +2024-05-27 15:38:13,708 - mmdet - INFO - Epoch [2][3800/7330] lr: 2.774e-05, eta: 7:36:04, time: 0.363, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0520, loss_rpn_bbox: 0.0560, loss_cls: 0.2778, acc: 90.9385, loss_bbox: 0.3206, loss_mask: 0.3092, loss: 1.0155 +2024-05-27 15:38:31,830 - mmdet - INFO - Epoch [2][3850/7330] lr: 2.774e-05, eta: 7:35:49, time: 0.362, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0548, loss_rpn_bbox: 0.0554, loss_cls: 0.2756, acc: 90.9788, loss_bbox: 0.3169, loss_mask: 0.3022, loss: 1.0049 +2024-05-27 15:38:50,130 - mmdet - INFO - Epoch [2][3900/7330] lr: 2.774e-05, eta: 7:35:34, time: 0.366, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0518, loss_rpn_bbox: 0.0561, loss_cls: 0.2841, acc: 90.5916, loss_bbox: 0.3329, loss_mask: 0.3045, loss: 1.0294 +2024-05-27 15:39:08,412 - mmdet - INFO - Epoch [2][3950/7330] lr: 2.774e-05, eta: 7:35:20, time: 0.366, data_time: 0.018, memory: 7919, loss_rpn_cls: 0.0542, loss_rpn_bbox: 0.0601, loss_cls: 0.2796, acc: 90.6199, loss_bbox: 0.3280, loss_mask: 0.3071, loss: 1.0291 +2024-05-27 15:39:26,637 - mmdet - INFO - Epoch [2][4000/7330] lr: 2.774e-05, eta: 7:35:05, time: 0.365, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0484, loss_rpn_bbox: 0.0546, loss_cls: 0.2758, acc: 91.0730, loss_bbox: 0.3186, loss_mask: 0.3086, loss: 1.0060 +2024-05-27 15:39:44,681 - mmdet - INFO - Epoch [2][4050/7330] lr: 2.774e-05, eta: 7:34:48, time: 0.361, data_time: 0.020, memory: 7919, loss_rpn_cls: 0.0547, loss_rpn_bbox: 0.0555, loss_cls: 0.2704, acc: 90.9067, loss_bbox: 0.3195, loss_mask: 0.3075, loss: 1.0077 +2024-05-27 15:40:02,943 - mmdet - INFO - Epoch [2][4100/7330] lr: 2.774e-05, eta: 7:34:34, time: 0.365, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0576, loss_rpn_bbox: 0.0571, loss_cls: 0.2862, acc: 90.6392, loss_bbox: 0.3286, loss_mask: 0.3098, loss: 1.0392 +2024-05-27 15:40:21,045 - mmdet - INFO - Epoch [2][4150/7330] lr: 2.774e-05, eta: 7:34:18, time: 0.362, data_time: 0.018, memory: 7919, loss_rpn_cls: 0.0533, loss_rpn_bbox: 0.0553, loss_cls: 0.2754, acc: 90.8733, loss_bbox: 0.3218, loss_mask: 0.3046, loss: 1.0104 +2024-05-27 15:40:39,151 - mmdet - INFO - Epoch [2][4200/7330] lr: 2.774e-05, eta: 7:34:02, time: 0.362, data_time: 0.012, memory: 7919, loss_rpn_cls: 0.0471, loss_rpn_bbox: 0.0518, loss_cls: 0.2671, acc: 91.2917, loss_bbox: 0.3066, loss_mask: 0.3031, loss: 0.9757 +2024-05-27 15:40:57,350 - mmdet - INFO - Epoch [2][4250/7330] lr: 2.774e-05, eta: 7:33:46, time: 0.364, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0491, loss_rpn_bbox: 0.0554, loss_cls: 0.2704, acc: 90.9297, loss_bbox: 0.3239, loss_mask: 0.3144, loss: 1.0132 +2024-05-27 15:41:15,764 - mmdet - INFO - Epoch [2][4300/7330] lr: 2.774e-05, eta: 7:33:32, time: 0.368, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0519, loss_rpn_bbox: 0.0556, loss_cls: 0.2861, acc: 90.4963, loss_bbox: 0.3339, loss_mask: 0.3078, loss: 1.0352 +2024-05-27 15:41:33,857 - mmdet - INFO - Epoch [2][4350/7330] lr: 2.774e-05, eta: 7:33:16, time: 0.362, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0488, loss_rpn_bbox: 0.0519, loss_cls: 0.2691, acc: 91.2651, loss_bbox: 0.3101, loss_mask: 0.2984, loss: 0.9782 +2024-05-27 15:41:51,936 - mmdet - INFO - Epoch [2][4400/7330] lr: 2.774e-05, eta: 7:33:00, time: 0.362, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0489, loss_rpn_bbox: 0.0543, loss_cls: 0.2727, acc: 91.1230, loss_bbox: 0.3175, loss_mask: 0.3064, loss: 0.9998 +2024-05-27 15:42:10,105 - mmdet - INFO - Epoch [2][4450/7330] lr: 2.774e-05, eta: 7:32:44, time: 0.363, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0514, loss_rpn_bbox: 0.0554, loss_cls: 0.2698, acc: 91.0339, loss_bbox: 0.3180, loss_mask: 0.3061, loss: 1.0006 +2024-05-27 15:42:28,405 - mmdet - INFO - Epoch [2][4500/7330] lr: 2.774e-05, eta: 7:32:30, time: 0.366, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0477, loss_rpn_bbox: 0.0535, loss_cls: 0.2672, acc: 91.2041, loss_bbox: 0.3135, loss_mask: 0.3002, loss: 0.9822 +2024-05-27 15:42:46,769 - mmdet - INFO - Epoch [2][4550/7330] lr: 2.774e-05, eta: 7:32:15, time: 0.367, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0534, loss_rpn_bbox: 0.0583, loss_cls: 0.2893, acc: 90.3230, loss_bbox: 0.3371, loss_mask: 0.2987, loss: 1.0368 +2024-05-27 15:43:05,028 - mmdet - INFO - Epoch [2][4600/7330] lr: 2.774e-05, eta: 7:32:00, time: 0.365, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0498, loss_rpn_bbox: 0.0536, loss_cls: 0.2731, acc: 90.9697, loss_bbox: 0.3229, loss_mask: 0.2988, loss: 0.9983 +2024-05-27 15:43:23,028 - mmdet - INFO - Epoch [2][4650/7330] lr: 2.774e-05, eta: 7:31:43, time: 0.360, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0485, loss_rpn_bbox: 0.0554, loss_cls: 0.2657, acc: 91.2017, loss_bbox: 0.3119, loss_mask: 0.2967, loss: 0.9782 +2024-05-27 15:43:41,274 - mmdet - INFO - Epoch [2][4700/7330] lr: 2.774e-05, eta: 7:31:28, time: 0.365, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0510, loss_rpn_bbox: 0.0537, loss_cls: 0.2726, acc: 90.8250, loss_bbox: 0.3243, loss_mask: 0.3052, loss: 1.0069 +2024-05-27 15:43:59,806 - mmdet - INFO - Epoch [2][4750/7330] lr: 2.774e-05, eta: 7:31:15, time: 0.371, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0519, loss_rpn_bbox: 0.0579, loss_cls: 0.2771, acc: 90.7239, loss_bbox: 0.3304, loss_mask: 0.3071, loss: 1.0245 +2024-05-27 15:44:17,976 - mmdet - INFO - Epoch [2][4800/7330] lr: 2.774e-05, eta: 7:30:59, time: 0.363, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0506, loss_rpn_bbox: 0.0559, loss_cls: 0.2726, acc: 90.9021, loss_bbox: 0.3141, loss_mask: 0.3063, loss: 0.9994 +2024-05-27 15:44:36,148 - mmdet - INFO - Epoch [2][4850/7330] lr: 2.774e-05, eta: 7:30:43, time: 0.363, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0523, loss_rpn_bbox: 0.0569, loss_cls: 0.2774, acc: 90.7344, loss_bbox: 0.3238, loss_mask: 0.3074, loss: 1.0178 +2024-05-27 15:44:54,352 - mmdet - INFO - Epoch [2][4900/7330] lr: 2.774e-05, eta: 7:30:27, time: 0.364, data_time: 0.018, memory: 7919, loss_rpn_cls: 0.0498, loss_rpn_bbox: 0.0593, loss_cls: 0.2839, acc: 90.4141, loss_bbox: 0.3347, loss_mask: 0.3027, loss: 1.0305 +2024-05-27 15:45:12,509 - mmdet - INFO - Epoch [2][4950/7330] lr: 2.774e-05, eta: 7:30:12, time: 0.363, data_time: 0.018, memory: 7919, loss_rpn_cls: 0.0505, loss_rpn_bbox: 0.0567, loss_cls: 0.2716, acc: 90.7708, loss_bbox: 0.3242, loss_mask: 0.3021, loss: 1.0052 +2024-05-27 15:45:30,781 - mmdet - INFO - Epoch [2][5000/7330] lr: 2.774e-05, eta: 7:29:56, time: 0.365, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0465, loss_rpn_bbox: 0.0516, loss_cls: 0.2607, acc: 91.2141, loss_bbox: 0.3138, loss_mask: 0.2939, loss: 0.9666 +2024-05-27 15:45:49,180 - mmdet - INFO - Epoch [2][5050/7330] lr: 2.774e-05, eta: 7:29:42, time: 0.368, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0553, loss_rpn_bbox: 0.0590, loss_cls: 0.2881, acc: 90.6035, loss_bbox: 0.3313, loss_mask: 0.3040, loss: 1.0377 +2024-05-27 15:46:07,390 - mmdet - INFO - Epoch [2][5100/7330] lr: 2.774e-05, eta: 7:29:26, time: 0.364, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0492, loss_rpn_bbox: 0.0553, loss_cls: 0.2735, acc: 90.9700, loss_bbox: 0.3224, loss_mask: 0.2999, loss: 1.0003 +2024-05-27 15:46:25,571 - mmdet - INFO - Epoch [2][5150/7330] lr: 2.774e-05, eta: 7:29:10, time: 0.364, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0512, loss_rpn_bbox: 0.0540, loss_cls: 0.2751, acc: 90.9141, loss_bbox: 0.3186, loss_mask: 0.3050, loss: 1.0039 +2024-05-27 15:46:43,898 - mmdet - INFO - Epoch [2][5200/7330] lr: 2.774e-05, eta: 7:28:55, time: 0.367, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0542, loss_rpn_bbox: 0.0550, loss_cls: 0.2740, acc: 91.0415, loss_bbox: 0.3194, loss_mask: 0.3031, loss: 1.0056 +2024-05-27 15:47:04,856 - mmdet - INFO - Epoch [2][5250/7330] lr: 2.774e-05, eta: 7:28:56, time: 0.419, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0493, loss_rpn_bbox: 0.0579, loss_cls: 0.2752, acc: 90.7197, loss_bbox: 0.3235, loss_mask: 0.2995, loss: 1.0054 +2024-05-27 15:47:25,607 - mmdet - INFO - Epoch [2][5300/7330] lr: 2.774e-05, eta: 7:28:55, time: 0.415, data_time: 0.020, memory: 7919, loss_rpn_cls: 0.0578, loss_rpn_bbox: 0.0599, loss_cls: 0.2759, acc: 90.7832, loss_bbox: 0.3248, loss_mask: 0.3008, loss: 1.0192 +2024-05-27 15:47:43,848 - mmdet - INFO - Epoch [2][5350/7330] lr: 2.774e-05, eta: 7:28:40, time: 0.365, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0543, loss_rpn_bbox: 0.0566, loss_cls: 0.2762, acc: 90.8301, loss_bbox: 0.3233, loss_mask: 0.3029, loss: 1.0133 +2024-05-27 15:48:02,066 - mmdet - INFO - Epoch [2][5400/7330] lr: 2.774e-05, eta: 7:28:24, time: 0.364, data_time: 0.013, memory: 7919, loss_rpn_cls: 0.0486, loss_rpn_bbox: 0.0548, loss_cls: 0.2666, acc: 91.0461, loss_bbox: 0.3162, loss_mask: 0.3021, loss: 0.9884 +2024-05-27 15:48:22,703 - mmdet - INFO - Epoch [2][5450/7330] lr: 2.774e-05, eta: 7:28:22, time: 0.413, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0513, loss_rpn_bbox: 0.0564, loss_cls: 0.2757, acc: 90.8445, loss_bbox: 0.3225, loss_mask: 0.3003, loss: 1.0062 +2024-05-27 15:48:43,367 - mmdet - INFO - Epoch [2][5500/7330] lr: 2.774e-05, eta: 7:28:20, time: 0.413, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0490, loss_rpn_bbox: 0.0562, loss_cls: 0.2769, acc: 90.7085, loss_bbox: 0.3228, loss_mask: 0.2933, loss: 0.9983 +2024-05-27 15:49:03,811 - mmdet - INFO - Epoch [2][5550/7330] lr: 2.774e-05, eta: 7:28:17, time: 0.409, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0486, loss_rpn_bbox: 0.0555, loss_cls: 0.2696, acc: 90.9146, loss_bbox: 0.3243, loss_mask: 0.3025, loss: 1.0004 +2024-05-27 15:49:27,201 - mmdet - INFO - Epoch [2][5600/7330] lr: 2.774e-05, eta: 7:28:31, time: 0.468, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0479, loss_rpn_bbox: 0.0536, loss_cls: 0.2637, acc: 91.2861, loss_bbox: 0.3098, loss_mask: 0.2999, loss: 0.9749 +2024-05-27 15:49:45,344 - mmdet - INFO - Epoch [2][5650/7330] lr: 2.774e-05, eta: 7:28:14, time: 0.363, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0500, loss_rpn_bbox: 0.0524, loss_cls: 0.2683, acc: 91.0398, loss_bbox: 0.3179, loss_mask: 0.3120, loss: 1.0006 +2024-05-27 15:50:03,669 - mmdet - INFO - Epoch [2][5700/7330] lr: 2.774e-05, eta: 7:27:59, time: 0.366, data_time: 0.019, memory: 7919, loss_rpn_cls: 0.0532, loss_rpn_bbox: 0.0575, loss_cls: 0.2836, acc: 90.5237, loss_bbox: 0.3319, loss_mask: 0.3009, loss: 1.0271 +2024-05-27 15:50:21,812 - mmdet - INFO - Epoch [2][5750/7330] lr: 2.774e-05, eta: 7:27:42, time: 0.363, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0456, loss_rpn_bbox: 0.0503, loss_cls: 0.2665, acc: 91.1301, loss_bbox: 0.3142, loss_mask: 0.2956, loss: 0.9721 +2024-05-27 15:50:40,174 - mmdet - INFO - Epoch [2][5800/7330] lr: 2.774e-05, eta: 7:27:26, time: 0.367, data_time: 0.018, memory: 7919, loss_rpn_cls: 0.0512, loss_rpn_bbox: 0.0571, loss_cls: 0.2702, acc: 90.9150, loss_bbox: 0.3239, loss_mask: 0.2942, loss: 0.9967 +2024-05-27 15:50:58,562 - mmdet - INFO - Epoch [2][5850/7330] lr: 2.774e-05, eta: 7:27:11, time: 0.368, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0524, loss_rpn_bbox: 0.0546, loss_cls: 0.2706, acc: 90.9199, loss_bbox: 0.3193, loss_mask: 0.2997, loss: 0.9965 +2024-05-27 15:51:16,880 - mmdet - INFO - Epoch [2][5900/7330] lr: 2.774e-05, eta: 7:26:55, time: 0.366, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0523, loss_rpn_bbox: 0.0535, loss_cls: 0.2701, acc: 91.1555, loss_bbox: 0.3111, loss_mask: 0.3005, loss: 0.9875 +2024-05-27 15:51:35,164 - mmdet - INFO - Epoch [2][5950/7330] lr: 2.774e-05, eta: 7:26:39, time: 0.366, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0479, loss_rpn_bbox: 0.0552, loss_cls: 0.2688, acc: 91.1042, loss_bbox: 0.3132, loss_mask: 0.2951, loss: 0.9801 +2024-05-27 15:51:53,420 - mmdet - INFO - Epoch [2][6000/7330] lr: 2.774e-05, eta: 7:26:23, time: 0.365, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0488, loss_rpn_bbox: 0.0556, loss_cls: 0.2738, acc: 90.7893, loss_bbox: 0.3212, loss_mask: 0.2979, loss: 0.9973 +2024-05-27 15:52:11,662 - mmdet - INFO - Epoch [2][6050/7330] lr: 2.774e-05, eta: 7:26:07, time: 0.365, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0496, loss_rpn_bbox: 0.0538, loss_cls: 0.2752, acc: 90.9907, loss_bbox: 0.3150, loss_mask: 0.3027, loss: 0.9962 +2024-05-27 15:52:29,978 - mmdet - INFO - Epoch [2][6100/7330] lr: 2.774e-05, eta: 7:25:51, time: 0.366, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0503, loss_rpn_bbox: 0.0564, loss_cls: 0.2834, acc: 90.6267, loss_bbox: 0.3270, loss_mask: 0.3033, loss: 1.0205 +2024-05-27 15:52:48,119 - mmdet - INFO - Epoch [2][6150/7330] lr: 2.774e-05, eta: 7:25:34, time: 0.363, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0463, loss_rpn_bbox: 0.0500, loss_cls: 0.2586, acc: 91.4697, loss_bbox: 0.3008, loss_mask: 0.2860, loss: 0.9417 +2024-05-27 15:53:06,530 - mmdet - INFO - Epoch [2][6200/7330] lr: 2.774e-05, eta: 7:25:19, time: 0.368, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0485, loss_rpn_bbox: 0.0541, loss_cls: 0.2679, acc: 90.8818, loss_bbox: 0.3221, loss_mask: 0.3027, loss: 0.9952 +2024-05-27 15:53:24,979 - mmdet - INFO - Epoch [2][6250/7330] lr: 2.774e-05, eta: 7:25:03, time: 0.369, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0527, loss_rpn_bbox: 0.0587, loss_cls: 0.2845, acc: 90.6199, loss_bbox: 0.3297, loss_mask: 0.3002, loss: 1.0259 +2024-05-27 15:53:43,158 - mmdet - INFO - Epoch [2][6300/7330] lr: 2.774e-05, eta: 7:24:47, time: 0.364, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0504, loss_rpn_bbox: 0.0530, loss_cls: 0.2678, acc: 91.0610, loss_bbox: 0.3085, loss_mask: 0.2919, loss: 0.9716 +2024-05-27 15:54:01,402 - mmdet - INFO - Epoch [2][6350/7330] lr: 2.774e-05, eta: 7:24:30, time: 0.365, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0454, loss_rpn_bbox: 0.0549, loss_cls: 0.2683, acc: 90.8994, loss_bbox: 0.3160, loss_mask: 0.2937, loss: 0.9783 +2024-05-27 15:54:19,568 - mmdet - INFO - Epoch [2][6400/7330] lr: 2.774e-05, eta: 7:24:14, time: 0.363, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0492, loss_rpn_bbox: 0.0545, loss_cls: 0.2705, acc: 90.8887, loss_bbox: 0.3214, loss_mask: 0.2982, loss: 0.9939 +2024-05-27 15:54:37,696 - mmdet - INFO - Epoch [2][6450/7330] lr: 2.774e-05, eta: 7:23:57, time: 0.363, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0499, loss_rpn_bbox: 0.0536, loss_cls: 0.2553, acc: 91.5293, loss_bbox: 0.3055, loss_mask: 0.2983, loss: 0.9627 +2024-05-27 15:54:55,874 - mmdet - INFO - Epoch [2][6500/7330] lr: 2.774e-05, eta: 7:23:40, time: 0.364, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0483, loss_rpn_bbox: 0.0536, loss_cls: 0.2677, acc: 91.0217, loss_bbox: 0.3191, loss_mask: 0.2985, loss: 0.9871 +2024-05-27 15:55:14,037 - mmdet - INFO - Epoch [2][6550/7330] lr: 2.774e-05, eta: 7:23:23, time: 0.363, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0488, loss_rpn_bbox: 0.0535, loss_cls: 0.2642, acc: 90.9321, loss_bbox: 0.3221, loss_mask: 0.2930, loss: 0.9815 +2024-05-27 15:55:32,322 - mmdet - INFO - Epoch [2][6600/7330] lr: 2.774e-05, eta: 7:23:07, time: 0.366, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0470, loss_rpn_bbox: 0.0523, loss_cls: 0.2668, acc: 90.9844, loss_bbox: 0.3167, loss_mask: 0.2947, loss: 0.9775 +2024-05-27 15:55:50,713 - mmdet - INFO - Epoch [2][6650/7330] lr: 2.774e-05, eta: 7:22:51, time: 0.368, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0510, loss_rpn_bbox: 0.0573, loss_cls: 0.2772, acc: 90.6035, loss_bbox: 0.3304, loss_mask: 0.2957, loss: 1.0116 +2024-05-27 15:56:08,903 - mmdet - INFO - Epoch [2][6700/7330] lr: 2.774e-05, eta: 7:22:34, time: 0.364, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0462, loss_rpn_bbox: 0.0526, loss_cls: 0.2650, acc: 91.0615, loss_bbox: 0.3119, loss_mask: 0.2907, loss: 0.9665 +2024-05-27 15:56:27,227 - mmdet - INFO - Epoch [2][6750/7330] lr: 2.774e-05, eta: 7:22:18, time: 0.366, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0502, loss_rpn_bbox: 0.0550, loss_cls: 0.2868, acc: 90.5864, loss_bbox: 0.3247, loss_mask: 0.3027, loss: 1.0193 +2024-05-27 15:56:45,601 - mmdet - INFO - Epoch [2][6800/7330] lr: 2.774e-05, eta: 7:22:02, time: 0.367, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0502, loss_rpn_bbox: 0.0548, loss_cls: 0.2723, acc: 90.9988, loss_bbox: 0.3173, loss_mask: 0.3036, loss: 0.9982 +2024-05-27 15:57:03,938 - mmdet - INFO - Epoch [2][6850/7330] lr: 2.774e-05, eta: 7:21:46, time: 0.367, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0444, loss_rpn_bbox: 0.0487, loss_cls: 0.2607, acc: 91.3127, loss_bbox: 0.3056, loss_mask: 0.2890, loss: 0.9484 +2024-05-27 15:57:22,172 - mmdet - INFO - Epoch [2][6900/7330] lr: 2.774e-05, eta: 7:21:30, time: 0.365, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0458, loss_rpn_bbox: 0.0516, loss_cls: 0.2594, acc: 91.3555, loss_bbox: 0.3011, loss_mask: 0.2911, loss: 0.9489 +2024-05-27 15:57:40,500 - mmdet - INFO - Epoch [2][6950/7330] lr: 2.774e-05, eta: 7:21:14, time: 0.366, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0503, loss_rpn_bbox: 0.0544, loss_cls: 0.2738, acc: 90.8723, loss_bbox: 0.3150, loss_mask: 0.2991, loss: 0.9927 +2024-05-27 15:57:58,894 - mmdet - INFO - Epoch [2][7000/7330] lr: 2.774e-05, eta: 7:20:58, time: 0.368, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0481, loss_rpn_bbox: 0.0556, loss_cls: 0.2757, acc: 90.7158, loss_bbox: 0.3166, loss_mask: 0.2938, loss: 0.9897 +2024-05-27 15:58:17,159 - mmdet - INFO - Epoch [2][7050/7330] lr: 2.774e-05, eta: 7:20:42, time: 0.365, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0472, loss_rpn_bbox: 0.0527, loss_cls: 0.2722, acc: 90.8396, loss_bbox: 0.3186, loss_mask: 0.2967, loss: 0.9874 +2024-05-27 15:58:35,406 - mmdet - INFO - Epoch [2][7100/7330] lr: 2.774e-05, eta: 7:20:25, time: 0.365, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0431, loss_rpn_bbox: 0.0522, loss_cls: 0.2567, acc: 91.3535, loss_bbox: 0.3044, loss_mask: 0.2873, loss: 0.9437 +2024-05-27 15:58:53,840 - mmdet - INFO - Epoch [2][7150/7330] lr: 2.774e-05, eta: 7:20:09, time: 0.369, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0468, loss_rpn_bbox: 0.0526, loss_cls: 0.2773, acc: 90.7964, loss_bbox: 0.3197, loss_mask: 0.2927, loss: 0.9891 +2024-05-27 15:59:12,133 - mmdet - INFO - Epoch [2][7200/7330] lr: 2.774e-05, eta: 7:19:53, time: 0.366, data_time: 0.019, memory: 7919, loss_rpn_cls: 0.0508, loss_rpn_bbox: 0.0551, loss_cls: 0.2672, acc: 90.9460, loss_bbox: 0.3170, loss_mask: 0.2912, loss: 0.9813 +2024-05-27 15:59:30,408 - mmdet - INFO - Epoch [2][7250/7330] lr: 2.774e-05, eta: 7:19:37, time: 0.366, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0455, loss_rpn_bbox: 0.0509, loss_cls: 0.2705, acc: 90.8730, loss_bbox: 0.3204, loss_mask: 0.2965, loss: 0.9837 +2024-05-27 15:59:48,719 - mmdet - INFO - Epoch [2][7300/7330] lr: 2.774e-05, eta: 7:19:20, time: 0.366, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0466, loss_rpn_bbox: 0.0522, loss_cls: 0.2598, acc: 91.2053, loss_bbox: 0.3101, loss_mask: 0.2909, loss: 0.9595 +2024-05-27 16:00:00,381 - mmdet - INFO - Saving checkpoint at 2 epochs +2024-05-27 16:01:02,457 - mmdet - INFO - Evaluating bbox... +2024-05-27 16:01:31,126 - 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 ] = 0.593 + Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.311 + Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.184 + Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.356 + Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.429 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.465 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.465 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.465 + Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.280 + Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.513 + Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.607 + +2024-05-27 16:01:31,126 - mmdet - INFO - Evaluating segm... +2024-05-27 16:02:06,864 - mmdet - INFO - + Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.317 + Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.557 + Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.324 + Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.128 + Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.358 + Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.509 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.447 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.447 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.447 + Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.231 + Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.506 + Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.631 + +2024-05-27 16:02:07,393 - mmdet - INFO - Exp name: mask_rcnn_deit_vit_l_fpn_1x_coco_bs16.py +2024-05-27 16:02:07,393 - mmdet - INFO - Epoch(val) [2][625] bbox_mAP: 0.3190, bbox_mAP_50: 0.5930, bbox_mAP_75: 0.3110, bbox_mAP_s: 0.1840, bbox_mAP_m: 0.3560, bbox_mAP_l: 0.4290, bbox_mAP_copypaste: 0.319 0.593 0.311 0.184 0.356 0.429, segm_mAP: 0.3170, segm_mAP_50: 0.5570, segm_mAP_75: 0.3240, segm_mAP_s: 0.1280, segm_mAP_m: 0.3580, segm_mAP_l: 0.5090, segm_mAP_copypaste: 0.317 0.557 0.324 0.128 0.358 0.509 +2024-05-27 16:02:31,513 - mmdet - INFO - Epoch [3][50/7330] lr: 2.774e-05, eta: 7:18:28, time: 0.482, data_time: 0.083, memory: 7919, loss_rpn_cls: 0.0483, loss_rpn_bbox: 0.0569, loss_cls: 0.2675, acc: 90.9407, loss_bbox: 0.3199, loss_mask: 0.3015, loss: 0.9942 +2024-05-27 16:02:51,890 - mmdet - INFO - Epoch [3][100/7330] lr: 2.774e-05, eta: 7:18:22, time: 0.408, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0489, loss_rpn_bbox: 0.0570, loss_cls: 0.2703, acc: 90.7297, loss_bbox: 0.3310, loss_mask: 0.2973, loss: 1.0044 +2024-05-27 16:03:09,990 - mmdet - INFO - Epoch [3][150/7330] lr: 2.774e-05, eta: 7:18:05, time: 0.362, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0427, loss_rpn_bbox: 0.0526, loss_cls: 0.2550, acc: 91.2253, loss_bbox: 0.3105, loss_mask: 0.2938, loss: 0.9547 +2024-05-27 16:03:28,072 - mmdet - INFO - Epoch [3][200/7330] lr: 2.774e-05, eta: 7:17:48, time: 0.362, data_time: 0.012, memory: 7919, loss_rpn_cls: 0.0450, loss_rpn_bbox: 0.0518, loss_cls: 0.2614, acc: 91.1404, loss_bbox: 0.3083, loss_mask: 0.2947, loss: 0.9612 +2024-05-27 16:03:46,273 - mmdet - INFO - Epoch [3][250/7330] lr: 2.774e-05, eta: 7:17:31, time: 0.364, data_time: 0.018, memory: 7919, loss_rpn_cls: 0.0503, loss_rpn_bbox: 0.0578, loss_cls: 0.2660, acc: 90.9429, loss_bbox: 0.3182, loss_mask: 0.2952, loss: 0.9875 +2024-05-27 16:04:04,453 - mmdet - INFO - Epoch [3][300/7330] lr: 2.774e-05, eta: 7:17:14, time: 0.364, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0445, loss_rpn_bbox: 0.0528, loss_cls: 0.2559, acc: 91.2822, loss_bbox: 0.3105, loss_mask: 0.2897, loss: 0.9535 +2024-05-27 16:04:24,857 - mmdet - INFO - Epoch [3][350/7330] lr: 2.774e-05, eta: 7:17:08, time: 0.408, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0433, loss_rpn_bbox: 0.0545, loss_cls: 0.2514, acc: 91.3337, loss_bbox: 0.3092, loss_mask: 0.2794, loss: 0.9378 +2024-05-27 16:04:42,842 - mmdet - INFO - Epoch [3][400/7330] lr: 2.774e-05, eta: 7:16:50, time: 0.360, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0454, loss_rpn_bbox: 0.0517, loss_cls: 0.2569, acc: 91.3081, loss_bbox: 0.3090, loss_mask: 0.2869, loss: 0.9499 +2024-05-27 16:05:01,107 - mmdet - INFO - Epoch [3][450/7330] lr: 2.774e-05, eta: 7:16:33, time: 0.365, data_time: 0.018, memory: 7919, loss_rpn_cls: 0.0408, loss_rpn_bbox: 0.0522, loss_cls: 0.2614, acc: 91.0168, loss_bbox: 0.3157, loss_mask: 0.2847, loss: 0.9548 +2024-05-27 16:05:23,463 - mmdet - INFO - Epoch [3][500/7330] lr: 2.774e-05, eta: 7:16:36, time: 0.447, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0440, loss_rpn_bbox: 0.0489, loss_cls: 0.2483, acc: 91.6838, loss_bbox: 0.2963, loss_mask: 0.2869, loss: 0.9243 +2024-05-27 16:05:43,929 - mmdet - INFO - Epoch [3][550/7330] lr: 2.774e-05, eta: 7:16:30, time: 0.409, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0502, loss_rpn_bbox: 0.0557, loss_cls: 0.2644, acc: 91.0479, loss_bbox: 0.3157, loss_mask: 0.2957, loss: 0.9818 +2024-05-27 16:06:01,835 - mmdet - INFO - Epoch [3][600/7330] lr: 2.774e-05, eta: 7:16:12, time: 0.358, data_time: 0.013, memory: 7919, loss_rpn_cls: 0.0445, loss_rpn_bbox: 0.0501, loss_cls: 0.2468, acc: 91.5933, loss_bbox: 0.3016, loss_mask: 0.2895, loss: 0.9325 +2024-05-27 16:06:19,824 - mmdet - INFO - Epoch [3][650/7330] lr: 2.774e-05, eta: 7:15:54, time: 0.360, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0454, loss_rpn_bbox: 0.0532, loss_cls: 0.2582, acc: 91.0444, loss_bbox: 0.3190, loss_mask: 0.2927, loss: 0.9685 +2024-05-27 16:06:38,047 - mmdet - INFO - Epoch [3][700/7330] lr: 2.774e-05, eta: 7:15:37, time: 0.364, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0459, loss_rpn_bbox: 0.0535, loss_cls: 0.2677, acc: 90.9133, loss_bbox: 0.3161, loss_mask: 0.2939, loss: 0.9772 +2024-05-27 16:06:56,163 - mmdet - INFO - Epoch [3][750/7330] lr: 2.774e-05, eta: 7:15:19, time: 0.362, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0450, loss_rpn_bbox: 0.0534, loss_cls: 0.2536, acc: 91.3259, loss_bbox: 0.3074, loss_mask: 0.2903, loss: 0.9497 +2024-05-27 16:07:14,287 - mmdet - INFO - Epoch [3][800/7330] lr: 2.774e-05, eta: 7:15:02, time: 0.362, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0434, loss_rpn_bbox: 0.0516, loss_cls: 0.2515, acc: 91.5508, loss_bbox: 0.3000, loss_mask: 0.2869, loss: 0.9334 +2024-05-27 16:07:32,452 - mmdet - INFO - Epoch [3][850/7330] lr: 2.774e-05, eta: 7:14:45, time: 0.363, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0434, loss_rpn_bbox: 0.0532, loss_cls: 0.2604, acc: 91.1729, loss_bbox: 0.3106, loss_mask: 0.2779, loss: 0.9457 +2024-05-27 16:07:50,672 - mmdet - INFO - Epoch [3][900/7330] lr: 2.774e-05, eta: 7:14:28, time: 0.364, data_time: 0.013, memory: 7919, loss_rpn_cls: 0.0466, loss_rpn_bbox: 0.0538, loss_cls: 0.2590, acc: 91.0508, loss_bbox: 0.3193, loss_mask: 0.2916, loss: 0.9704 +2024-05-27 16:08:08,753 - mmdet - INFO - Epoch [3][950/7330] lr: 2.774e-05, eta: 7:14:10, time: 0.362, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0473, loss_rpn_bbox: 0.0512, loss_cls: 0.2528, acc: 91.4829, loss_bbox: 0.3009, loss_mask: 0.2900, loss: 0.9422 +2024-05-27 16:08:26,893 - mmdet - INFO - Epoch [3][1000/7330] lr: 2.774e-05, eta: 7:13:53, time: 0.363, data_time: 0.018, memory: 7919, loss_rpn_cls: 0.0491, loss_rpn_bbox: 0.0567, loss_cls: 0.2635, acc: 90.9744, loss_bbox: 0.3147, loss_mask: 0.2927, loss: 0.9768 +2024-05-27 16:08:44,986 - mmdet - INFO - Epoch [3][1050/7330] lr: 2.774e-05, eta: 7:13:35, time: 0.362, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0422, loss_rpn_bbox: 0.0514, loss_cls: 0.2578, acc: 91.1726, loss_bbox: 0.3088, loss_mask: 0.2829, loss: 0.9430 +2024-05-27 16:09:03,201 - mmdet - INFO - Epoch [3][1100/7330] lr: 2.774e-05, eta: 7:13:18, time: 0.364, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0447, loss_rpn_bbox: 0.0548, loss_cls: 0.2660, acc: 90.8711, loss_bbox: 0.3202, loss_mask: 0.2838, loss: 0.9695 +2024-05-27 16:09:21,228 - mmdet - INFO - Epoch [3][1150/7330] lr: 2.774e-05, eta: 7:13:00, time: 0.361, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0486, loss_rpn_bbox: 0.0528, loss_cls: 0.2615, acc: 91.2844, loss_bbox: 0.3068, loss_mask: 0.2849, loss: 0.9547 +2024-05-27 16:09:39,364 - mmdet - INFO - Epoch [3][1200/7330] lr: 2.774e-05, eta: 7:12:43, time: 0.363, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0477, loss_rpn_bbox: 0.0542, loss_cls: 0.2755, acc: 90.8293, loss_bbox: 0.3206, loss_mask: 0.2949, loss: 0.9927 +2024-05-27 16:09:57,595 - mmdet - INFO - Epoch [3][1250/7330] lr: 2.774e-05, eta: 7:12:26, time: 0.365, data_time: 0.018, memory: 7919, loss_rpn_cls: 0.0415, loss_rpn_bbox: 0.0511, loss_cls: 0.2534, acc: 91.3921, loss_bbox: 0.3039, loss_mask: 0.2846, loss: 0.9345 +2024-05-27 16:10:15,810 - mmdet - INFO - Epoch [3][1300/7330] lr: 2.774e-05, eta: 7:12:09, time: 0.364, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0486, loss_rpn_bbox: 0.0550, loss_cls: 0.2655, acc: 90.8799, loss_bbox: 0.3166, loss_mask: 0.2881, loss: 0.9737 +2024-05-27 16:10:34,031 - mmdet - INFO - Epoch [3][1350/7330] lr: 2.774e-05, eta: 7:11:52, time: 0.364, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0484, loss_rpn_bbox: 0.0526, loss_cls: 0.2599, acc: 91.2742, loss_bbox: 0.3072, loss_mask: 0.2849, loss: 0.9530 +2024-05-27 16:10:52,364 - mmdet - INFO - Epoch [3][1400/7330] lr: 2.774e-05, eta: 7:11:35, time: 0.367, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0454, loss_rpn_bbox: 0.0556, loss_cls: 0.2647, acc: 90.9443, loss_bbox: 0.3191, loss_mask: 0.2837, loss: 0.9685 +2024-05-27 16:11:10,613 - mmdet - INFO - Epoch [3][1450/7330] lr: 2.774e-05, eta: 7:11:18, time: 0.365, data_time: 0.019, memory: 7919, loss_rpn_cls: 0.0457, loss_rpn_bbox: 0.0530, loss_cls: 0.2523, acc: 91.2070, loss_bbox: 0.3127, loss_mask: 0.2874, loss: 0.9510 +2024-05-27 16:11:28,866 - mmdet - INFO - Epoch [3][1500/7330] lr: 2.774e-05, eta: 7:11:01, time: 0.365, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0470, loss_rpn_bbox: 0.0533, loss_cls: 0.2535, acc: 91.4451, loss_bbox: 0.3111, loss_mask: 0.2941, loss: 0.9591 +2024-05-27 16:11:47,020 - mmdet - INFO - Epoch [3][1550/7330] lr: 2.774e-05, eta: 7:10:44, time: 0.363, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0456, loss_rpn_bbox: 0.0532, loss_cls: 0.2531, acc: 91.3118, loss_bbox: 0.3121, loss_mask: 0.2836, loss: 0.9476 +2024-05-27 16:12:05,280 - mmdet - INFO - Epoch [3][1600/7330] lr: 2.774e-05, eta: 7:10:27, time: 0.365, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0453, loss_rpn_bbox: 0.0551, loss_cls: 0.2561, acc: 91.1204, loss_bbox: 0.3144, loss_mask: 0.2910, loss: 0.9619 +2024-05-27 16:12:23,449 - mmdet - INFO - Epoch [3][1650/7330] lr: 2.774e-05, eta: 7:10:10, time: 0.363, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0491, loss_rpn_bbox: 0.0562, loss_cls: 0.2591, acc: 91.2878, loss_bbox: 0.3105, loss_mask: 0.2938, loss: 0.9687 +2024-05-27 16:12:41,527 - mmdet - INFO - Epoch [3][1700/7330] lr: 2.774e-05, eta: 7:09:52, time: 0.362, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0446, loss_rpn_bbox: 0.0524, loss_cls: 0.2495, acc: 91.5569, loss_bbox: 0.3017, loss_mask: 0.2849, loss: 0.9333 +2024-05-27 16:12:59,613 - mmdet - INFO - Epoch [3][1750/7330] lr: 2.774e-05, eta: 7:09:34, time: 0.362, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0432, loss_rpn_bbox: 0.0522, loss_cls: 0.2496, acc: 91.3152, loss_bbox: 0.3100, loss_mask: 0.2819, loss: 0.9369 +2024-05-27 16:13:17,756 - mmdet - INFO - Epoch [3][1800/7330] lr: 2.774e-05, eta: 7:09:17, time: 0.363, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0469, loss_rpn_bbox: 0.0533, loss_cls: 0.2512, acc: 91.2683, loss_bbox: 0.3051, loss_mask: 0.2880, loss: 0.9445 +2024-05-27 16:13:35,829 - mmdet - INFO - Epoch [3][1850/7330] lr: 2.774e-05, eta: 7:08:59, time: 0.361, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0403, loss_rpn_bbox: 0.0501, loss_cls: 0.2600, acc: 91.2119, loss_bbox: 0.2969, loss_mask: 0.2771, loss: 0.9244 +2024-05-27 16:13:54,142 - mmdet - INFO - Epoch [3][1900/7330] lr: 2.774e-05, eta: 7:08:42, time: 0.366, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0471, loss_rpn_bbox: 0.0546, loss_cls: 0.2614, acc: 90.9304, loss_bbox: 0.3166, loss_mask: 0.2889, loss: 0.9686 +2024-05-27 16:14:12,240 - mmdet - INFO - Epoch [3][1950/7330] lr: 2.774e-05, eta: 7:08:25, time: 0.362, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0507, loss_rpn_bbox: 0.0570, loss_cls: 0.2545, acc: 91.2061, loss_bbox: 0.3106, loss_mask: 0.2880, loss: 0.9607 +2024-05-27 16:14:30,161 - mmdet - INFO - Epoch [3][2000/7330] lr: 2.774e-05, eta: 7:08:06, time: 0.358, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0473, loss_rpn_bbox: 0.0529, loss_cls: 0.2647, acc: 91.0081, loss_bbox: 0.3166, loss_mask: 0.2933, loss: 0.9747 +2024-05-27 16:14:48,528 - mmdet - INFO - Epoch [3][2050/7330] lr: 2.774e-05, eta: 7:07:50, time: 0.367, data_time: 0.020, memory: 7919, loss_rpn_cls: 0.0444, loss_rpn_bbox: 0.0523, loss_cls: 0.2669, acc: 90.9368, loss_bbox: 0.3143, loss_mask: 0.2820, loss: 0.9598 +2024-05-27 16:15:06,819 - mmdet - INFO - Epoch [3][2100/7330] lr: 2.774e-05, eta: 7:07:33, time: 0.366, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0469, loss_rpn_bbox: 0.0544, loss_cls: 0.2675, acc: 90.7776, loss_bbox: 0.3234, loss_mask: 0.2941, loss: 0.9862 +2024-05-27 16:15:25,023 - mmdet - INFO - Epoch [3][2150/7330] lr: 2.774e-05, eta: 7:07:16, time: 0.364, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0422, loss_rpn_bbox: 0.0504, loss_cls: 0.2545, acc: 91.2407, loss_bbox: 0.3084, loss_mask: 0.2869, loss: 0.9424 +2024-05-27 16:15:43,248 - mmdet - INFO - Epoch [3][2200/7330] lr: 2.774e-05, eta: 7:06:59, time: 0.365, data_time: 0.019, memory: 7919, loss_rpn_cls: 0.0420, loss_rpn_bbox: 0.0530, loss_cls: 0.2552, acc: 91.3477, loss_bbox: 0.3013, loss_mask: 0.2902, loss: 0.9416 +2024-05-27 16:16:01,608 - mmdet - INFO - Epoch [3][2250/7330] lr: 2.774e-05, eta: 7:06:42, time: 0.367, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0451, loss_rpn_bbox: 0.0540, loss_cls: 0.2621, acc: 91.0669, loss_bbox: 0.3121, loss_mask: 0.2895, loss: 0.9627 +2024-05-27 16:16:19,816 - mmdet - INFO - Epoch [3][2300/7330] lr: 2.774e-05, eta: 7:06:25, time: 0.364, data_time: 0.019, memory: 7919, loss_rpn_cls: 0.0471, loss_rpn_bbox: 0.0541, loss_cls: 0.2596, acc: 91.0708, loss_bbox: 0.3124, loss_mask: 0.2890, loss: 0.9622 +2024-05-27 16:16:38,095 - mmdet - INFO - Epoch [3][2350/7330] lr: 2.774e-05, eta: 7:06:08, time: 0.366, data_time: 0.018, memory: 7919, loss_rpn_cls: 0.0432, loss_rpn_bbox: 0.0506, loss_cls: 0.2462, acc: 91.6008, loss_bbox: 0.2962, loss_mask: 0.2771, loss: 0.9133 +2024-05-27 16:16:56,390 - mmdet - INFO - Epoch [3][2400/7330] lr: 2.774e-05, eta: 7:05:51, time: 0.366, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0471, loss_rpn_bbox: 0.0543, loss_cls: 0.2663, acc: 91.0063, loss_bbox: 0.3174, loss_mask: 0.2883, loss: 0.9734 +2024-05-27 16:17:14,768 - mmdet - INFO - Epoch [3][2450/7330] lr: 2.774e-05, eta: 7:05:34, time: 0.368, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0439, loss_rpn_bbox: 0.0524, loss_cls: 0.2607, acc: 91.0610, loss_bbox: 0.3164, loss_mask: 0.2806, loss: 0.9540 +2024-05-27 16:17:32,957 - mmdet - INFO - Epoch [3][2500/7330] lr: 2.774e-05, eta: 7:05:17, time: 0.364, data_time: 0.018, memory: 7919, loss_rpn_cls: 0.0438, loss_rpn_bbox: 0.0522, loss_cls: 0.2577, acc: 91.1621, loss_bbox: 0.3098, loss_mask: 0.2795, loss: 0.9430 +2024-05-27 16:17:51,138 - mmdet - INFO - Epoch [3][2550/7330] lr: 2.774e-05, eta: 7:05:00, time: 0.364, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0469, loss_rpn_bbox: 0.0527, loss_cls: 0.2576, acc: 91.2273, loss_bbox: 0.3110, loss_mask: 0.2818, loss: 0.9499 +2024-05-27 16:18:09,279 - mmdet - INFO - Epoch [3][2600/7330] lr: 2.774e-05, eta: 7:04:42, time: 0.363, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0472, loss_rpn_bbox: 0.0524, loss_cls: 0.2582, acc: 91.3120, loss_bbox: 0.3091, loss_mask: 0.2946, loss: 0.9614 +2024-05-27 16:18:27,512 - mmdet - INFO - Epoch [3][2650/7330] lr: 2.774e-05, eta: 7:04:25, time: 0.365, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0444, loss_rpn_bbox: 0.0532, loss_cls: 0.2586, acc: 91.0674, loss_bbox: 0.3169, loss_mask: 0.2907, loss: 0.9639 +2024-05-27 16:18:45,515 - mmdet - INFO - Epoch [3][2700/7330] lr: 2.774e-05, eta: 7:04:07, time: 0.360, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0402, loss_rpn_bbox: 0.0473, loss_cls: 0.2446, acc: 91.7590, loss_bbox: 0.2900, loss_mask: 0.2690, loss: 0.8910 +2024-05-27 16:19:03,841 - mmdet - INFO - Epoch [3][2750/7330] lr: 2.774e-05, eta: 7:03:50, time: 0.366, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0452, loss_rpn_bbox: 0.0524, loss_cls: 0.2609, acc: 91.2468, loss_bbox: 0.3108, loss_mask: 0.2909, loss: 0.9602 +2024-05-27 16:19:22,088 - mmdet - INFO - Epoch [3][2800/7330] lr: 2.774e-05, eta: 7:03:33, time: 0.365, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0474, loss_rpn_bbox: 0.0550, loss_cls: 0.2573, acc: 91.2744, loss_bbox: 0.3025, loss_mask: 0.2820, loss: 0.9443 +2024-05-27 16:19:40,296 - mmdet - INFO - Epoch [3][2850/7330] lr: 2.774e-05, eta: 7:03:16, time: 0.364, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0449, loss_rpn_bbox: 0.0488, loss_cls: 0.2544, acc: 91.3308, loss_bbox: 0.2981, loss_mask: 0.2795, loss: 0.9257 +2024-05-27 16:19:58,464 - mmdet - INFO - Epoch [3][2900/7330] lr: 2.774e-05, eta: 7:02:58, time: 0.363, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0465, loss_rpn_bbox: 0.0505, loss_cls: 0.2522, acc: 91.4133, loss_bbox: 0.2998, loss_mask: 0.2826, loss: 0.9317 +2024-05-27 16:20:16,635 - mmdet - INFO - Epoch [3][2950/7330] lr: 2.774e-05, eta: 7:02:41, time: 0.363, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0448, loss_rpn_bbox: 0.0524, loss_cls: 0.2419, acc: 91.6550, loss_bbox: 0.2930, loss_mask: 0.2801, loss: 0.9122 +2024-05-27 16:20:34,919 - mmdet - INFO - Epoch [3][3000/7330] lr: 2.774e-05, eta: 7:02:24, time: 0.366, data_time: 0.019, memory: 7919, loss_rpn_cls: 0.0454, loss_rpn_bbox: 0.0514, loss_cls: 0.2497, acc: 91.5320, loss_bbox: 0.2970, loss_mask: 0.2845, loss: 0.9279 +2024-05-27 16:20:53,168 - mmdet - INFO - Epoch [3][3050/7330] lr: 2.774e-05, eta: 7:02:07, time: 0.365, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0448, loss_rpn_bbox: 0.0552, loss_cls: 0.2547, acc: 91.2400, loss_bbox: 0.2989, loss_mask: 0.2814, loss: 0.9350 +2024-05-27 16:21:11,462 - mmdet - INFO - Epoch [3][3100/7330] lr: 2.774e-05, eta: 7:01:50, time: 0.366, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0419, loss_rpn_bbox: 0.0507, loss_cls: 0.2560, acc: 91.1182, loss_bbox: 0.3085, loss_mask: 0.2799, loss: 0.9371 +2024-05-27 16:21:29,587 - mmdet - INFO - Epoch [3][3150/7330] lr: 2.774e-05, eta: 7:01:32, time: 0.362, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0447, loss_rpn_bbox: 0.0483, loss_cls: 0.2485, acc: 91.5686, loss_bbox: 0.2919, loss_mask: 0.2784, loss: 0.9118 +2024-05-27 16:21:47,782 - mmdet - INFO - Epoch [3][3200/7330] lr: 2.774e-05, eta: 7:01:15, time: 0.364, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0442, loss_rpn_bbox: 0.0509, loss_cls: 0.2507, acc: 91.4287, loss_bbox: 0.3000, loss_mask: 0.2848, loss: 0.9306 +2024-05-27 16:22:05,972 - mmdet - INFO - Epoch [3][3250/7330] lr: 2.774e-05, eta: 7:00:57, time: 0.364, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0435, loss_rpn_bbox: 0.0512, loss_cls: 0.2585, acc: 91.0891, loss_bbox: 0.3113, loss_mask: 0.2872, loss: 0.9517 +2024-05-27 16:22:24,197 - mmdet - INFO - Epoch [3][3300/7330] lr: 2.774e-05, eta: 7:00:40, time: 0.365, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0412, loss_rpn_bbox: 0.0492, loss_cls: 0.2419, acc: 91.6946, loss_bbox: 0.2939, loss_mask: 0.2790, loss: 0.9053 +2024-05-27 16:22:42,398 - mmdet - INFO - Epoch [3][3350/7330] lr: 2.774e-05, eta: 7:00:23, time: 0.364, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0401, loss_rpn_bbox: 0.0502, loss_cls: 0.2472, acc: 91.4915, loss_bbox: 0.2986, loss_mask: 0.2802, loss: 0.9164 +2024-05-27 16:23:00,662 - mmdet - INFO - Epoch [3][3400/7330] lr: 2.774e-05, eta: 7:00:06, time: 0.365, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0414, loss_rpn_bbox: 0.0493, loss_cls: 0.2539, acc: 91.3457, loss_bbox: 0.3029, loss_mask: 0.2896, loss: 0.9371 +2024-05-27 16:23:19,005 - mmdet - INFO - Epoch [3][3450/7330] lr: 2.774e-05, eta: 6:59:49, time: 0.367, data_time: 0.018, memory: 7919, loss_rpn_cls: 0.0459, loss_rpn_bbox: 0.0531, loss_cls: 0.2668, acc: 91.1726, loss_bbox: 0.3069, loss_mask: 0.2832, loss: 0.9559 +2024-05-27 16:23:37,140 - mmdet - INFO - Epoch [3][3500/7330] lr: 2.774e-05, eta: 6:59:31, time: 0.363, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0434, loss_rpn_bbox: 0.0478, loss_cls: 0.2477, acc: 91.6184, loss_bbox: 0.2900, loss_mask: 0.2733, loss: 0.9022 +2024-05-27 16:23:55,305 - mmdet - INFO - Epoch [3][3550/7330] lr: 2.774e-05, eta: 6:59:14, time: 0.363, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0458, loss_rpn_bbox: 0.0494, loss_cls: 0.2426, acc: 91.7378, loss_bbox: 0.2895, loss_mask: 0.2700, loss: 0.8973 +2024-05-27 16:24:13,722 - mmdet - INFO - Epoch [3][3600/7330] lr: 2.774e-05, eta: 6:58:57, time: 0.368, data_time: 0.018, memory: 7919, loss_rpn_cls: 0.0476, loss_rpn_bbox: 0.0558, loss_cls: 0.2579, acc: 91.1113, loss_bbox: 0.3124, loss_mask: 0.2830, loss: 0.9567 +2024-05-27 16:24:32,015 - mmdet - INFO - Epoch [3][3650/7330] lr: 2.774e-05, eta: 6:58:40, time: 0.366, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0467, loss_rpn_bbox: 0.0526, loss_cls: 0.2594, acc: 91.1758, loss_bbox: 0.3054, loss_mask: 0.2813, loss: 0.9454 +2024-05-27 16:24:50,234 - mmdet - INFO - Epoch [3][3700/7330] lr: 2.774e-05, eta: 6:58:23, time: 0.364, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0442, loss_rpn_bbox: 0.0509, loss_cls: 0.2548, acc: 91.4075, loss_bbox: 0.2976, loss_mask: 0.2815, loss: 0.9291 +2024-05-27 16:25:08,580 - mmdet - INFO - Epoch [3][3750/7330] lr: 2.774e-05, eta: 6:58:06, time: 0.367, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0415, loss_rpn_bbox: 0.0511, loss_cls: 0.2639, acc: 90.9856, loss_bbox: 0.3097, loss_mask: 0.2830, loss: 0.9491 +2024-05-27 16:25:26,804 - mmdet - INFO - Epoch [3][3800/7330] lr: 2.774e-05, eta: 6:57:48, time: 0.365, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0424, loss_rpn_bbox: 0.0483, loss_cls: 0.2494, acc: 91.5679, loss_bbox: 0.2936, loss_mask: 0.2761, loss: 0.9097 +2024-05-27 16:25:45,013 - mmdet - INFO - Epoch [3][3850/7330] lr: 2.774e-05, eta: 6:57:31, time: 0.364, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0429, loss_rpn_bbox: 0.0515, loss_cls: 0.2566, acc: 91.1960, loss_bbox: 0.3043, loss_mask: 0.2797, loss: 0.9351 +2024-05-27 16:26:03,246 - mmdet - INFO - Epoch [3][3900/7330] lr: 2.774e-05, eta: 6:57:14, time: 0.365, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0394, loss_rpn_bbox: 0.0455, loss_cls: 0.2439, acc: 91.7722, loss_bbox: 0.2872, loss_mask: 0.2765, loss: 0.8925 +2024-05-27 16:26:21,803 - mmdet - INFO - Epoch [3][3950/7330] lr: 2.774e-05, eta: 6:56:58, time: 0.371, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0466, loss_rpn_bbox: 0.0529, loss_cls: 0.2763, acc: 90.6272, loss_bbox: 0.3233, loss_mask: 0.2861, loss: 0.9851 +2024-05-27 16:26:40,195 - mmdet - INFO - Epoch [3][4000/7330] lr: 2.774e-05, eta: 6:56:41, time: 0.368, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0422, loss_rpn_bbox: 0.0501, loss_cls: 0.2534, acc: 91.0984, loss_bbox: 0.3104, loss_mask: 0.2859, loss: 0.9421 +2024-05-27 16:26:58,501 - mmdet - INFO - Epoch [3][4050/7330] lr: 2.774e-05, eta: 6:56:24, time: 0.366, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0425, loss_rpn_bbox: 0.0494, loss_cls: 0.2491, acc: 91.3550, loss_bbox: 0.3028, loss_mask: 0.2778, loss: 0.9216 +2024-05-27 16:27:16,637 - mmdet - INFO - Epoch [3][4100/7330] lr: 2.774e-05, eta: 6:56:06, time: 0.363, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0423, loss_rpn_bbox: 0.0508, loss_cls: 0.2392, acc: 91.6736, loss_bbox: 0.2975, loss_mask: 0.2747, loss: 0.9046 +2024-05-27 16:27:34,995 - mmdet - INFO - Epoch [3][4150/7330] lr: 2.774e-05, eta: 6:55:49, time: 0.367, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0434, loss_rpn_bbox: 0.0531, loss_cls: 0.2524, acc: 91.2849, loss_bbox: 0.3060, loss_mask: 0.2764, loss: 0.9312 +2024-05-27 16:27:53,136 - mmdet - INFO - Epoch [3][4200/7330] lr: 2.774e-05, eta: 6:55:32, time: 0.363, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0432, loss_rpn_bbox: 0.0505, loss_cls: 0.2448, acc: 91.6345, loss_bbox: 0.2968, loss_mask: 0.2802, loss: 0.9155 +2024-05-27 16:28:11,431 - mmdet - INFO - Epoch [3][4250/7330] lr: 2.774e-05, eta: 6:55:15, time: 0.366, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0463, loss_rpn_bbox: 0.0504, loss_cls: 0.2548, acc: 91.3472, loss_bbox: 0.3056, loss_mask: 0.2786, loss: 0.9357 +2024-05-27 16:28:29,820 - mmdet - INFO - Epoch [3][4300/7330] lr: 2.774e-05, eta: 6:54:58, time: 0.368, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0452, loss_rpn_bbox: 0.0564, loss_cls: 0.2639, acc: 90.9624, loss_bbox: 0.3140, loss_mask: 0.2840, loss: 0.9635 +2024-05-27 16:28:48,049 - mmdet - INFO - Epoch [3][4350/7330] lr: 2.774e-05, eta: 6:54:40, time: 0.365, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0422, loss_rpn_bbox: 0.0502, loss_cls: 0.2500, acc: 91.4961, loss_bbox: 0.2937, loss_mask: 0.2773, loss: 0.9135 +2024-05-27 16:29:06,468 - mmdet - INFO - Epoch [3][4400/7330] lr: 2.774e-05, eta: 6:54:24, time: 0.368, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0488, loss_rpn_bbox: 0.0549, loss_cls: 0.2571, acc: 91.1594, loss_bbox: 0.3078, loss_mask: 0.2849, loss: 0.9536 +2024-05-27 16:29:24,733 - mmdet - INFO - Epoch [3][4450/7330] lr: 2.774e-05, eta: 6:54:06, time: 0.365, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0459, loss_rpn_bbox: 0.0518, loss_cls: 0.2648, acc: 91.1980, loss_bbox: 0.3001, loss_mask: 0.2823, loss: 0.9449 +2024-05-27 16:29:42,868 - mmdet - INFO - Epoch [3][4500/7330] lr: 2.774e-05, eta: 6:53:49, time: 0.363, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0420, loss_rpn_bbox: 0.0498, loss_cls: 0.2395, acc: 91.8818, loss_bbox: 0.2935, loss_mask: 0.2752, loss: 0.9000 +2024-05-27 16:30:01,283 - mmdet - INFO - Epoch [3][4550/7330] lr: 2.774e-05, eta: 6:53:32, time: 0.368, data_time: 0.018, memory: 7919, loss_rpn_cls: 0.0443, loss_rpn_bbox: 0.0521, loss_cls: 0.2598, acc: 91.1401, loss_bbox: 0.3031, loss_mask: 0.2777, loss: 0.9371 +2024-05-27 16:30:19,512 - mmdet - INFO - Epoch [3][4600/7330] lr: 2.774e-05, eta: 6:53:15, time: 0.365, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0430, loss_rpn_bbox: 0.0491, loss_cls: 0.2469, acc: 91.5723, loss_bbox: 0.2960, loss_mask: 0.2809, loss: 0.9159 +2024-05-27 16:30:37,768 - mmdet - INFO - Epoch [3][4650/7330] lr: 2.774e-05, eta: 6:52:57, time: 0.365, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0412, loss_rpn_bbox: 0.0507, loss_cls: 0.2499, acc: 91.3857, loss_bbox: 0.3019, loss_mask: 0.2812, loss: 0.9249 +2024-05-27 16:30:56,127 - mmdet - INFO - Epoch [3][4700/7330] lr: 2.774e-05, eta: 6:52:40, time: 0.367, data_time: 0.018, memory: 7919, loss_rpn_cls: 0.0423, loss_rpn_bbox: 0.0521, loss_cls: 0.2492, acc: 91.4680, loss_bbox: 0.2996, loss_mask: 0.2749, loss: 0.9181 +2024-05-27 16:31:14,355 - mmdet - INFO - Epoch [3][4750/7330] lr: 2.774e-05, eta: 6:52:23, time: 0.365, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0428, loss_rpn_bbox: 0.0508, loss_cls: 0.2488, acc: 91.4453, loss_bbox: 0.2998, loss_mask: 0.2788, loss: 0.9210 +2024-05-27 16:31:32,576 - mmdet - INFO - Epoch [3][4800/7330] lr: 2.774e-05, eta: 6:52:06, time: 0.364, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0416, loss_rpn_bbox: 0.0497, loss_cls: 0.2407, acc: 91.7185, loss_bbox: 0.2912, loss_mask: 0.2763, loss: 0.8996 +2024-05-27 16:31:50,821 - mmdet - INFO - Epoch [3][4850/7330] lr: 2.774e-05, eta: 6:51:48, time: 0.365, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0428, loss_rpn_bbox: 0.0518, loss_cls: 0.2486, acc: 91.4160, loss_bbox: 0.3014, loss_mask: 0.2810, loss: 0.9256 +2024-05-27 16:32:09,085 - mmdet - INFO - Epoch [3][4900/7330] lr: 2.774e-05, eta: 6:51:31, time: 0.365, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0446, loss_rpn_bbox: 0.0514, loss_cls: 0.2456, acc: 91.5906, loss_bbox: 0.2967, loss_mask: 0.2737, loss: 0.9120 +2024-05-27 16:32:27,194 - mmdet - INFO - Epoch [3][4950/7330] lr: 2.774e-05, eta: 6:51:13, time: 0.362, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0423, loss_rpn_bbox: 0.0489, loss_cls: 0.2460, acc: 91.5334, loss_bbox: 0.2963, loss_mask: 0.2707, loss: 0.9042 +2024-05-27 16:32:45,538 - mmdet - INFO - Epoch [3][5000/7330] lr: 2.774e-05, eta: 6:50:56, time: 0.367, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0430, loss_rpn_bbox: 0.0515, loss_cls: 0.2532, acc: 91.2498, loss_bbox: 0.3037, loss_mask: 0.2823, loss: 0.9337 +2024-05-27 16:33:03,851 - mmdet - INFO - Epoch [3][5050/7330] lr: 2.774e-05, eta: 6:50:39, time: 0.366, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0429, loss_rpn_bbox: 0.0507, loss_cls: 0.2464, acc: 91.6238, loss_bbox: 0.2944, loss_mask: 0.2699, loss: 0.9043 +2024-05-27 16:33:22,143 - mmdet - INFO - Epoch [3][5100/7330] lr: 2.774e-05, eta: 6:50:22, time: 0.366, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0394, loss_rpn_bbox: 0.0486, loss_cls: 0.2430, acc: 91.6355, loss_bbox: 0.2969, loss_mask: 0.2723, loss: 0.9003 +2024-05-27 16:33:40,538 - mmdet - INFO - Epoch [3][5150/7330] lr: 2.774e-05, eta: 6:50:05, time: 0.368, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0427, loss_rpn_bbox: 0.0493, loss_cls: 0.2485, acc: 91.3882, loss_bbox: 0.3002, loss_mask: 0.2736, loss: 0.9143 +2024-05-27 16:33:59,028 - mmdet - INFO - Epoch [3][5200/7330] lr: 2.774e-05, eta: 6:49:48, time: 0.370, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0431, loss_rpn_bbox: 0.0514, loss_cls: 0.2563, acc: 91.2078, loss_bbox: 0.3092, loss_mask: 0.2795, loss: 0.9395 +2024-05-27 16:34:17,240 - mmdet - INFO - Epoch [3][5250/7330] lr: 2.774e-05, eta: 6:49:31, time: 0.364, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0447, loss_rpn_bbox: 0.0513, loss_cls: 0.2510, acc: 91.4663, loss_bbox: 0.2981, loss_mask: 0.2883, loss: 0.9335 +2024-05-27 16:34:35,363 - mmdet - INFO - Epoch [3][5300/7330] lr: 2.774e-05, eta: 6:49:13, time: 0.362, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0441, loss_rpn_bbox: 0.0513, loss_cls: 0.2452, acc: 91.4729, loss_bbox: 0.2921, loss_mask: 0.2803, loss: 0.9130 +2024-05-27 16:34:53,567 - mmdet - INFO - Epoch [3][5350/7330] lr: 2.774e-05, eta: 6:48:55, time: 0.364, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0421, loss_rpn_bbox: 0.0481, loss_cls: 0.2399, acc: 91.8057, loss_bbox: 0.2950, loss_mask: 0.2815, loss: 0.9067 +2024-05-27 16:35:11,863 - mmdet - INFO - Epoch [3][5400/7330] lr: 2.774e-05, eta: 6:48:38, time: 0.366, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0385, loss_rpn_bbox: 0.0496, loss_cls: 0.2434, acc: 91.5938, loss_bbox: 0.2941, loss_mask: 0.2689, loss: 0.8945 +2024-05-27 16:35:30,106 - mmdet - INFO - Epoch [3][5450/7330] lr: 2.774e-05, eta: 6:48:21, time: 0.365, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0424, loss_rpn_bbox: 0.0495, loss_cls: 0.2515, acc: 91.3557, loss_bbox: 0.2999, loss_mask: 0.2794, loss: 0.9228 +2024-05-27 16:35:48,346 - mmdet - INFO - Epoch [3][5500/7330] lr: 2.774e-05, eta: 6:48:03, time: 0.365, data_time: 0.018, memory: 7919, loss_rpn_cls: 0.0469, loss_rpn_bbox: 0.0523, loss_cls: 0.2450, acc: 91.6729, loss_bbox: 0.2929, loss_mask: 0.2768, loss: 0.9139 +2024-05-27 16:36:06,517 - mmdet - INFO - Epoch [3][5550/7330] lr: 2.774e-05, eta: 6:47:46, time: 0.363, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0405, loss_rpn_bbox: 0.0502, loss_cls: 0.2543, acc: 91.3420, loss_bbox: 0.2958, loss_mask: 0.2742, loss: 0.9150 +2024-05-27 16:36:24,824 - mmdet - INFO - Epoch [3][5600/7330] lr: 2.774e-05, eta: 6:47:28, time: 0.366, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0388, loss_rpn_bbox: 0.0488, loss_cls: 0.2413, acc: 91.7292, loss_bbox: 0.2991, loss_mask: 0.2693, loss: 0.8972 +2024-05-27 16:36:43,176 - mmdet - INFO - Epoch [3][5650/7330] lr: 2.774e-05, eta: 6:47:11, time: 0.367, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0474, loss_rpn_bbox: 0.0540, loss_cls: 0.2555, acc: 91.2195, loss_bbox: 0.3055, loss_mask: 0.2732, loss: 0.9354 +2024-05-27 16:37:01,571 - mmdet - INFO - Epoch [3][5700/7330] lr: 2.774e-05, eta: 6:46:54, time: 0.368, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0446, loss_rpn_bbox: 0.0537, loss_cls: 0.2474, acc: 91.5117, loss_bbox: 0.2974, loss_mask: 0.2759, loss: 0.9191 +2024-05-27 16:37:19,947 - mmdet - INFO - Epoch [3][5750/7330] lr: 2.774e-05, eta: 6:46:37, time: 0.368, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0465, loss_rpn_bbox: 0.0522, loss_cls: 0.2602, acc: 91.2590, loss_bbox: 0.3046, loss_mask: 0.2836, loss: 0.9472 +2024-05-27 16:37:38,297 - mmdet - INFO - Epoch [3][5800/7330] lr: 2.774e-05, eta: 6:46:20, time: 0.367, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0415, loss_rpn_bbox: 0.0524, loss_cls: 0.2515, acc: 91.3459, loss_bbox: 0.3011, loss_mask: 0.2738, loss: 0.9202 +2024-05-27 16:37:56,530 - mmdet - INFO - Epoch [3][5850/7330] lr: 2.774e-05, eta: 6:46:03, time: 0.365, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0424, loss_rpn_bbox: 0.0504, loss_cls: 0.2481, acc: 91.4526, loss_bbox: 0.2983, loss_mask: 0.2765, loss: 0.9158 +2024-05-27 16:38:14,656 - mmdet - INFO - Epoch [3][5900/7330] lr: 2.774e-05, eta: 6:45:45, time: 0.363, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0422, loss_rpn_bbox: 0.0494, loss_cls: 0.2496, acc: 91.5205, loss_bbox: 0.2918, loss_mask: 0.2757, loss: 0.9087 +2024-05-27 16:38:33,049 - mmdet - INFO - Epoch [3][5950/7330] lr: 2.774e-05, eta: 6:45:28, time: 0.368, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0434, loss_rpn_bbox: 0.0512, loss_cls: 0.2471, acc: 91.4668, loss_bbox: 0.2990, loss_mask: 0.2773, loss: 0.9181 +2024-05-27 16:38:51,147 - mmdet - INFO - Epoch [3][6000/7330] lr: 2.774e-05, eta: 6:45:10, time: 0.362, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0420, loss_rpn_bbox: 0.0494, loss_cls: 0.2424, acc: 91.6572, loss_bbox: 0.2922, loss_mask: 0.2718, loss: 0.8978 +2024-05-27 16:39:09,512 - mmdet - INFO - Epoch [3][6050/7330] lr: 2.774e-05, eta: 6:44:53, time: 0.367, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0421, loss_rpn_bbox: 0.0498, loss_cls: 0.2515, acc: 91.3142, loss_bbox: 0.3032, loss_mask: 0.2756, loss: 0.9222 +2024-05-27 16:39:27,846 - mmdet - INFO - Epoch [3][6100/7330] lr: 2.774e-05, eta: 6:44:36, time: 0.367, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0414, loss_rpn_bbox: 0.0524, loss_cls: 0.2538, acc: 91.2056, loss_bbox: 0.3093, loss_mask: 0.2718, loss: 0.9287 +2024-05-27 16:39:46,240 - mmdet - INFO - Epoch [3][6150/7330] lr: 2.774e-05, eta: 6:44:19, time: 0.368, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0424, loss_rpn_bbox: 0.0508, loss_cls: 0.2573, acc: 91.1646, loss_bbox: 0.3024, loss_mask: 0.2750, loss: 0.9279 +2024-05-27 16:40:04,606 - mmdet - INFO - Epoch [3][6200/7330] lr: 2.774e-05, eta: 6:44:02, time: 0.367, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0448, loss_rpn_bbox: 0.0518, loss_cls: 0.2515, acc: 91.4309, loss_bbox: 0.2938, loss_mask: 0.2679, loss: 0.9097 +2024-05-27 16:40:22,921 - mmdet - INFO - Epoch [3][6250/7330] lr: 2.774e-05, eta: 6:43:44, time: 0.366, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0453, loss_rpn_bbox: 0.0536, loss_cls: 0.2563, acc: 91.2114, loss_bbox: 0.3129, loss_mask: 0.2799, loss: 0.9480 +2024-05-27 16:40:41,415 - mmdet - INFO - Epoch [3][6300/7330] lr: 2.774e-05, eta: 6:43:28, time: 0.370, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0418, loss_rpn_bbox: 0.0522, loss_cls: 0.2554, acc: 91.1992, loss_bbox: 0.3045, loss_mask: 0.2731, loss: 0.9269 +2024-05-27 16:40:59,871 - mmdet - INFO - Epoch [3][6350/7330] lr: 2.774e-05, eta: 6:43:11, time: 0.369, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0440, loss_rpn_bbox: 0.0530, loss_cls: 0.2476, acc: 91.3933, loss_bbox: 0.3029, loss_mask: 0.2792, loss: 0.9267 +2024-05-27 16:41:18,228 - mmdet - INFO - Epoch [3][6400/7330] lr: 2.774e-05, eta: 6:42:54, time: 0.367, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0441, loss_rpn_bbox: 0.0529, loss_cls: 0.2425, acc: 91.5371, loss_bbox: 0.3014, loss_mask: 0.2754, loss: 0.9163 +2024-05-27 16:41:36,375 - mmdet - INFO - Epoch [3][6450/7330] lr: 2.774e-05, eta: 6:42:36, time: 0.363, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0460, loss_rpn_bbox: 0.0526, loss_cls: 0.2500, acc: 91.5591, loss_bbox: 0.2941, loss_mask: 0.2754, loss: 0.9181 +2024-05-27 16:41:54,562 - mmdet - INFO - Epoch [3][6500/7330] lr: 2.774e-05, eta: 6:42:18, time: 0.364, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0416, loss_rpn_bbox: 0.0505, loss_cls: 0.2451, acc: 91.6169, loss_bbox: 0.2929, loss_mask: 0.2776, loss: 0.9077 +2024-05-27 16:42:12,774 - mmdet - INFO - Epoch [3][6550/7330] lr: 2.774e-05, eta: 6:42:01, time: 0.364, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0381, loss_rpn_bbox: 0.0484, loss_cls: 0.2430, acc: 91.6042, loss_bbox: 0.2956, loss_mask: 0.2734, loss: 0.8984 +2024-05-27 16:42:30,935 - mmdet - INFO - Epoch [3][6600/7330] lr: 2.774e-05, eta: 6:41:43, time: 0.363, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0403, loss_rpn_bbox: 0.0492, loss_cls: 0.2479, acc: 91.6138, loss_bbox: 0.2957, loss_mask: 0.2754, loss: 0.9086 +2024-05-27 16:42:49,179 - mmdet - INFO - Epoch [3][6650/7330] lr: 2.774e-05, eta: 6:41:25, time: 0.365, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0466, loss_rpn_bbox: 0.0533, loss_cls: 0.2498, acc: 91.3386, loss_bbox: 0.3035, loss_mask: 0.2878, loss: 0.9411 +2024-05-27 16:43:07,520 - mmdet - INFO - Epoch [3][6700/7330] lr: 2.774e-05, eta: 6:41:08, time: 0.367, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0439, loss_rpn_bbox: 0.0515, loss_cls: 0.2498, acc: 91.2478, loss_bbox: 0.3006, loss_mask: 0.2759, loss: 0.9218 +2024-05-27 16:43:25,966 - mmdet - INFO - Epoch [3][6750/7330] lr: 2.774e-05, eta: 6:40:51, time: 0.369, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0460, loss_rpn_bbox: 0.0550, loss_cls: 0.2633, acc: 91.0261, loss_bbox: 0.3168, loss_mask: 0.2825, loss: 0.9636 +2024-05-27 16:43:44,171 - mmdet - INFO - Epoch [3][6800/7330] lr: 2.774e-05, eta: 6:40:34, time: 0.364, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0413, loss_rpn_bbox: 0.0520, loss_cls: 0.2465, acc: 91.4072, loss_bbox: 0.2978, loss_mask: 0.2779, loss: 0.9155 +2024-05-27 16:44:02,482 - mmdet - INFO - Epoch [3][6850/7330] lr: 2.774e-05, eta: 6:40:16, time: 0.366, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0428, loss_rpn_bbox: 0.0526, loss_cls: 0.2531, acc: 91.3262, loss_bbox: 0.3034, loss_mask: 0.2808, loss: 0.9327 +2024-05-27 16:44:20,823 - mmdet - INFO - Epoch [3][6900/7330] lr: 2.774e-05, eta: 6:39:59, time: 0.367, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0411, loss_rpn_bbox: 0.0459, loss_cls: 0.2383, acc: 91.8481, loss_bbox: 0.2857, loss_mask: 0.2649, loss: 0.8759 +2024-05-27 16:44:39,019 - mmdet - INFO - Epoch [3][6950/7330] lr: 2.774e-05, eta: 6:39:41, time: 0.364, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0398, loss_rpn_bbox: 0.0496, loss_cls: 0.2419, acc: 91.6704, loss_bbox: 0.2906, loss_mask: 0.2674, loss: 0.8894 +2024-05-27 16:44:57,285 - mmdet - INFO - Epoch [3][7000/7330] lr: 2.774e-05, eta: 6:39:24, time: 0.365, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0453, loss_rpn_bbox: 0.0516, loss_cls: 0.2528, acc: 91.4094, loss_bbox: 0.2970, loss_mask: 0.2748, loss: 0.9213 +2024-05-27 16:45:15,643 - mmdet - INFO - Epoch [3][7050/7330] lr: 2.774e-05, eta: 6:39:07, time: 0.367, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0451, loss_rpn_bbox: 0.0499, loss_cls: 0.2511, acc: 91.4797, loss_bbox: 0.3009, loss_mask: 0.2791, loss: 0.9262 +2024-05-27 16:45:33,824 - mmdet - INFO - Epoch [3][7100/7330] lr: 2.774e-05, eta: 6:38:49, time: 0.364, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0427, loss_rpn_bbox: 0.0536, loss_cls: 0.2488, acc: 91.5442, loss_bbox: 0.2923, loss_mask: 0.2840, loss: 0.9214 +2024-05-27 16:45:52,093 - mmdet - INFO - Epoch [3][7150/7330] lr: 2.774e-05, eta: 6:38:31, time: 0.365, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0439, loss_rpn_bbox: 0.0545, loss_cls: 0.2504, acc: 91.2231, loss_bbox: 0.2991, loss_mask: 0.2764, loss: 0.9245 +2024-05-27 16:46:10,222 - mmdet - INFO - Epoch [3][7200/7330] lr: 2.774e-05, eta: 6:38:13, time: 0.363, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0390, loss_rpn_bbox: 0.0466, loss_cls: 0.2425, acc: 91.6533, loss_bbox: 0.2884, loss_mask: 0.2677, loss: 0.8842 +2024-05-27 16:46:28,505 - mmdet - INFO - Epoch [3][7250/7330] lr: 2.774e-05, eta: 6:37:56, time: 0.366, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0443, loss_rpn_bbox: 0.0500, loss_cls: 0.2505, acc: 91.5940, loss_bbox: 0.2893, loss_mask: 0.2754, loss: 0.9095 +2024-05-27 16:46:50,115 - mmdet - INFO - Epoch [3][7300/7330] lr: 2.774e-05, eta: 6:37:49, time: 0.432, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0417, loss_rpn_bbox: 0.0530, loss_cls: 0.2493, acc: 91.4739, loss_bbox: 0.3014, loss_mask: 0.2802, loss: 0.9256 +2024-05-27 16:47:01,859 - mmdet - INFO - Saving checkpoint at 3 epochs +2024-05-27 16:48:04,073 - mmdet - INFO - Evaluating bbox... +2024-05-27 16:48:34,797 - mmdet - INFO - + Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.366 + Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.631 + Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.390 + Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.211 + Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.405 + Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.496 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.505 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.505 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.505 + Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.318 + Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.554 + Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.653 + +2024-05-27 16:48:34,798 - mmdet - INFO - Evaluating segm... +2024-05-27 16:49:06,762 - mmdet - INFO - + Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.354 + Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.595 + Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.369 + Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.150 + Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.393 + Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.559 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.481 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.481 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.481 + Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.268 + Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.537 + Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.669 + +2024-05-27 16:49:07,327 - mmdet - INFO - Exp name: mask_rcnn_deit_vit_l_fpn_1x_coco_bs16.py +2024-05-27 16:49:07,327 - mmdet - INFO - Epoch(val) [3][625] bbox_mAP: 0.3660, bbox_mAP_50: 0.6310, bbox_mAP_75: 0.3900, bbox_mAP_s: 0.2110, bbox_mAP_m: 0.4050, bbox_mAP_l: 0.4960, bbox_mAP_copypaste: 0.366 0.631 0.390 0.211 0.405 0.496, segm_mAP: 0.3540, segm_mAP_50: 0.5950, segm_mAP_75: 0.3690, segm_mAP_s: 0.1500, segm_mAP_m: 0.3930, segm_mAP_l: 0.5590, segm_mAP_copypaste: 0.354 0.595 0.369 0.150 0.393 0.559 +2024-05-27 16:49:29,041 - mmdet - INFO - Epoch [4][50/7330] lr: 2.774e-05, eta: 6:36:58, time: 0.434, data_time: 0.082, memory: 7919, loss_rpn_cls: 0.0390, loss_rpn_bbox: 0.0483, loss_cls: 0.2352, acc: 91.7244, loss_bbox: 0.2909, loss_mask: 0.2648, loss: 0.8782 +2024-05-27 16:49:47,221 - mmdet - INFO - Epoch [4][100/7330] lr: 2.774e-05, eta: 6:36:40, time: 0.364, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0388, loss_rpn_bbox: 0.0474, loss_cls: 0.2365, acc: 91.5623, loss_bbox: 0.2925, loss_mask: 0.2681, loss: 0.8832 +2024-05-27 16:50:05,770 - mmdet - INFO - Epoch [4][150/7330] lr: 2.774e-05, eta: 6:36:24, time: 0.371, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0379, loss_rpn_bbox: 0.0508, loss_cls: 0.2420, acc: 91.4993, loss_bbox: 0.2997, loss_mask: 0.2743, loss: 0.9048 +2024-05-27 16:50:24,100 - mmdet - INFO - Epoch [4][200/7330] lr: 2.774e-05, eta: 6:36:06, time: 0.367, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0389, loss_rpn_bbox: 0.0521, loss_cls: 0.2458, acc: 91.2502, loss_bbox: 0.3072, loss_mask: 0.2717, loss: 0.9157 +2024-05-27 16:50:42,540 - mmdet - INFO - Epoch [4][250/7330] lr: 2.774e-05, eta: 6:35:49, time: 0.369, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0395, loss_rpn_bbox: 0.0519, loss_cls: 0.2401, acc: 91.6133, loss_bbox: 0.2943, loss_mask: 0.2666, loss: 0.8923 +2024-05-27 16:51:00,947 - mmdet - INFO - Epoch [4][300/7330] lr: 2.774e-05, eta: 6:35:32, time: 0.368, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0450, loss_rpn_bbox: 0.0498, loss_cls: 0.2417, acc: 91.6753, loss_bbox: 0.2942, loss_mask: 0.2763, loss: 0.9071 +2024-05-27 16:51:19,275 - mmdet - INFO - Epoch [4][350/7330] lr: 2.774e-05, eta: 6:35:15, time: 0.367, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0397, loss_rpn_bbox: 0.0514, loss_cls: 0.2446, acc: 91.5146, loss_bbox: 0.2961, loss_mask: 0.2712, loss: 0.9031 +2024-05-27 16:51:37,567 - mmdet - INFO - Epoch [4][400/7330] lr: 2.774e-05, eta: 6:34:58, time: 0.366, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0422, loss_rpn_bbox: 0.0526, loss_cls: 0.2548, acc: 91.2341, loss_bbox: 0.3036, loss_mask: 0.2789, loss: 0.9321 +2024-05-27 16:51:55,775 - mmdet - INFO - Epoch [4][450/7330] lr: 2.774e-05, eta: 6:34:40, time: 0.364, data_time: 0.013, memory: 7919, loss_rpn_cls: 0.0386, loss_rpn_bbox: 0.0488, loss_cls: 0.2352, acc: 91.6841, loss_bbox: 0.2886, loss_mask: 0.2687, loss: 0.8799 +2024-05-27 16:52:14,041 - mmdet - INFO - Epoch [4][500/7330] lr: 2.774e-05, eta: 6:34:22, time: 0.365, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0426, loss_rpn_bbox: 0.0498, loss_cls: 0.2444, acc: 91.3174, loss_bbox: 0.2969, loss_mask: 0.2741, loss: 0.9079 +2024-05-27 16:52:32,290 - mmdet - INFO - Epoch [4][550/7330] lr: 2.774e-05, eta: 6:34:05, time: 0.365, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0402, loss_rpn_bbox: 0.0493, loss_cls: 0.2380, acc: 91.6636, loss_bbox: 0.2853, loss_mask: 0.2636, loss: 0.8763 +2024-05-27 16:52:50,595 - mmdet - INFO - Epoch [4][600/7330] lr: 2.774e-05, eta: 6:33:47, time: 0.366, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0388, loss_rpn_bbox: 0.0499, loss_cls: 0.2378, acc: 91.5798, loss_bbox: 0.3006, loss_mask: 0.2705, loss: 0.8976 +2024-05-27 16:53:08,794 - mmdet - INFO - Epoch [4][650/7330] lr: 2.774e-05, eta: 6:33:30, time: 0.364, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0410, loss_rpn_bbox: 0.0510, loss_cls: 0.2385, acc: 91.6567, loss_bbox: 0.2940, loss_mask: 0.2683, loss: 0.8929 +2024-05-27 16:53:27,130 - mmdet - INFO - Epoch [4][700/7330] lr: 2.774e-05, eta: 6:33:12, time: 0.367, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0419, loss_rpn_bbox: 0.0527, loss_cls: 0.2496, acc: 91.2302, loss_bbox: 0.3048, loss_mask: 0.2689, loss: 0.9179 +2024-05-27 16:53:45,373 - mmdet - INFO - Epoch [4][750/7330] lr: 2.774e-05, eta: 6:32:55, time: 0.365, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0394, loss_rpn_bbox: 0.0484, loss_cls: 0.2393, acc: 91.5574, loss_bbox: 0.2924, loss_mask: 0.2689, loss: 0.8883 +2024-05-27 16:54:03,676 - mmdet - INFO - Epoch [4][800/7330] lr: 2.774e-05, eta: 6:32:37, time: 0.366, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0429, loss_rpn_bbox: 0.0512, loss_cls: 0.2383, acc: 91.6003, loss_bbox: 0.2887, loss_mask: 0.2643, loss: 0.8854 +2024-05-27 16:54:21,807 - mmdet - INFO - Epoch [4][850/7330] lr: 2.774e-05, eta: 6:32:20, time: 0.363, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0387, loss_rpn_bbox: 0.0495, loss_cls: 0.2348, acc: 91.9482, loss_bbox: 0.2833, loss_mask: 0.2713, loss: 0.8776 +2024-05-27 16:54:40,028 - mmdet - INFO - Epoch [4][900/7330] lr: 2.774e-05, eta: 6:32:02, time: 0.364, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0400, loss_rpn_bbox: 0.0509, loss_cls: 0.2428, acc: 91.5591, loss_bbox: 0.2957, loss_mask: 0.2723, loss: 0.9018 +2024-05-27 16:55:00,504 - mmdet - INFO - Epoch [4][950/7330] lr: 2.774e-05, eta: 6:31:51, time: 0.410, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0375, loss_rpn_bbox: 0.0501, loss_cls: 0.2346, acc: 91.8081, loss_bbox: 0.2857, loss_mask: 0.2676, loss: 0.8755 +2024-05-27 16:55:18,661 - mmdet - INFO - Epoch [4][1000/7330] lr: 2.774e-05, eta: 6:31:33, time: 0.363, data_time: 0.018, memory: 7919, loss_rpn_cls: 0.0423, loss_rpn_bbox: 0.0530, loss_cls: 0.2448, acc: 91.3013, loss_bbox: 0.3009, loss_mask: 0.2773, loss: 0.9183 +2024-05-27 16:55:36,999 - mmdet - INFO - Epoch [4][1050/7330] lr: 2.774e-05, eta: 6:31:15, time: 0.367, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0389, loss_rpn_bbox: 0.0491, loss_cls: 0.2423, acc: 91.5444, loss_bbox: 0.2949, loss_mask: 0.2671, loss: 0.8923 +2024-05-27 16:55:55,190 - mmdet - INFO - Epoch [4][1100/7330] lr: 2.774e-05, eta: 6:30:58, time: 0.364, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0407, loss_rpn_bbox: 0.0525, loss_cls: 0.2506, acc: 91.3423, loss_bbox: 0.3073, loss_mask: 0.2770, loss: 0.9282 +2024-05-27 16:56:13,396 - mmdet - INFO - Epoch [4][1150/7330] lr: 2.774e-05, eta: 6:30:40, time: 0.364, data_time: 0.013, memory: 7919, loss_rpn_cls: 0.0402, loss_rpn_bbox: 0.0505, loss_cls: 0.2368, acc: 91.7859, loss_bbox: 0.2909, loss_mask: 0.2696, loss: 0.8880 +2024-05-27 16:56:31,491 - mmdet - INFO - Epoch [4][1200/7330] lr: 2.774e-05, eta: 6:30:22, time: 0.362, data_time: 0.018, memory: 7919, loss_rpn_cls: 0.0398, loss_rpn_bbox: 0.0496, loss_cls: 0.2404, acc: 91.5635, loss_bbox: 0.2922, loss_mask: 0.2704, loss: 0.8925 +2024-05-27 16:56:49,795 - mmdet - INFO - Epoch [4][1250/7330] lr: 2.774e-05, eta: 6:30:04, time: 0.366, data_time: 0.020, memory: 7919, loss_rpn_cls: 0.0388, loss_rpn_bbox: 0.0490, loss_cls: 0.2426, acc: 91.4666, loss_bbox: 0.2944, loss_mask: 0.2694, loss: 0.8942 +2024-05-27 16:57:07,958 - mmdet - INFO - Epoch [4][1300/7330] lr: 2.774e-05, eta: 6:29:46, time: 0.363, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0365, loss_rpn_bbox: 0.0479, loss_cls: 0.2427, acc: 91.5803, loss_bbox: 0.2942, loss_mask: 0.2672, loss: 0.8885 +2024-05-27 16:57:26,139 - mmdet - INFO - Epoch [4][1350/7330] lr: 2.774e-05, eta: 6:29:29, time: 0.364, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0427, loss_rpn_bbox: 0.0499, loss_cls: 0.2506, acc: 91.4475, loss_bbox: 0.2974, loss_mask: 0.2736, loss: 0.9142 +2024-05-27 16:57:44,311 - mmdet - INFO - Epoch [4][1400/7330] lr: 2.774e-05, eta: 6:29:11, time: 0.363, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0396, loss_rpn_bbox: 0.0483, loss_cls: 0.2316, acc: 91.8982, loss_bbox: 0.2856, loss_mask: 0.2661, loss: 0.8713 +2024-05-27 16:58:02,381 - mmdet - INFO - Epoch [4][1450/7330] lr: 2.774e-05, eta: 6:28:53, time: 0.361, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0378, loss_rpn_bbox: 0.0498, loss_cls: 0.2426, acc: 91.5251, loss_bbox: 0.2952, loss_mask: 0.2742, loss: 0.8997 +2024-05-27 16:58:20,662 - mmdet - INFO - Epoch [4][1500/7330] lr: 2.774e-05, eta: 6:28:35, time: 0.366, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0405, loss_rpn_bbox: 0.0539, loss_cls: 0.2488, acc: 91.3069, loss_bbox: 0.3071, loss_mask: 0.2748, loss: 0.9251 +2024-05-27 16:58:38,793 - mmdet - INFO - Epoch [4][1550/7330] lr: 2.774e-05, eta: 6:28:17, time: 0.363, data_time: 0.018, memory: 7919, loss_rpn_cls: 0.0374, loss_rpn_bbox: 0.0472, loss_cls: 0.2383, acc: 91.7429, loss_bbox: 0.2850, loss_mask: 0.2645, loss: 0.8724 +2024-05-27 16:58:56,978 - mmdet - INFO - Epoch [4][1600/7330] lr: 2.774e-05, eta: 6:27:59, time: 0.364, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0407, loss_rpn_bbox: 0.0524, loss_cls: 0.2410, acc: 91.6138, loss_bbox: 0.2936, loss_mask: 0.2672, loss: 0.8950 +2024-05-27 16:59:15,289 - mmdet - INFO - Epoch [4][1650/7330] lr: 2.774e-05, eta: 6:27:42, time: 0.366, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0387, loss_rpn_bbox: 0.0496, loss_cls: 0.2435, acc: 91.6719, loss_bbox: 0.2906, loss_mask: 0.2662, loss: 0.8886 +2024-05-27 16:59:33,577 - mmdet - INFO - Epoch [4][1700/7330] lr: 2.774e-05, eta: 6:27:24, time: 0.366, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0388, loss_rpn_bbox: 0.0489, loss_cls: 0.2400, acc: 91.5627, loss_bbox: 0.2955, loss_mask: 0.2662, loss: 0.8895 +2024-05-27 16:59:51,868 - mmdet - INFO - Epoch [4][1750/7330] lr: 2.774e-05, eta: 6:27:07, time: 0.366, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0418, loss_rpn_bbox: 0.0497, loss_cls: 0.2435, acc: 91.6653, loss_bbox: 0.2918, loss_mask: 0.2688, loss: 0.8957 +2024-05-27 17:00:10,199 - mmdet - INFO - Epoch [4][1800/7330] lr: 2.774e-05, eta: 6:26:50, time: 0.367, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0394, loss_rpn_bbox: 0.0492, loss_cls: 0.2434, acc: 91.4363, loss_bbox: 0.2985, loss_mask: 0.2714, loss: 0.9020 +2024-05-27 17:00:28,410 - mmdet - INFO - Epoch [4][1850/7330] lr: 2.774e-05, eta: 6:26:32, time: 0.364, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0363, loss_rpn_bbox: 0.0477, loss_cls: 0.2309, acc: 91.7820, loss_bbox: 0.2887, loss_mask: 0.2610, loss: 0.8646 +2024-05-27 17:00:46,576 - mmdet - INFO - Epoch [4][1900/7330] lr: 2.774e-05, eta: 6:26:14, time: 0.363, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0434, loss_rpn_bbox: 0.0518, loss_cls: 0.2487, acc: 91.4048, loss_bbox: 0.3004, loss_mask: 0.2835, loss: 0.9278 +2024-05-27 17:01:04,866 - mmdet - INFO - Epoch [4][1950/7330] lr: 2.774e-05, eta: 6:25:56, time: 0.366, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0394, loss_rpn_bbox: 0.0496, loss_cls: 0.2357, acc: 91.8066, loss_bbox: 0.2898, loss_mask: 0.2726, loss: 0.8871 +2024-05-27 17:01:23,057 - mmdet - INFO - Epoch [4][2000/7330] lr: 2.774e-05, eta: 6:25:39, time: 0.364, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0392, loss_rpn_bbox: 0.0483, loss_cls: 0.2409, acc: 91.6670, loss_bbox: 0.2892, loss_mask: 0.2771, loss: 0.8948 +2024-05-27 17:01:41,220 - mmdet - INFO - Epoch [4][2050/7330] lr: 2.774e-05, eta: 6:25:21, time: 0.363, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0363, loss_rpn_bbox: 0.0478, loss_cls: 0.2322, acc: 91.8369, loss_bbox: 0.2863, loss_mask: 0.2627, loss: 0.8652 +2024-05-27 17:01:59,475 - mmdet - INFO - Epoch [4][2100/7330] lr: 2.774e-05, eta: 6:25:03, time: 0.365, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0398, loss_rpn_bbox: 0.0480, loss_cls: 0.2422, acc: 91.7002, loss_bbox: 0.2869, loss_mask: 0.2686, loss: 0.8855 +2024-05-27 17:02:17,870 - mmdet - INFO - Epoch [4][2150/7330] lr: 2.774e-05, eta: 6:24:46, time: 0.368, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0438, loss_rpn_bbox: 0.0537, loss_cls: 0.2506, acc: 91.2283, loss_bbox: 0.3107, loss_mask: 0.2728, loss: 0.9316 +2024-05-27 17:02:36,116 - mmdet - INFO - Epoch [4][2200/7330] lr: 2.774e-05, eta: 6:24:28, time: 0.365, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0381, loss_rpn_bbox: 0.0507, loss_cls: 0.2453, acc: 91.3723, loss_bbox: 0.2984, loss_mask: 0.2741, loss: 0.9066 +2024-05-27 17:02:54,452 - mmdet - INFO - Epoch [4][2250/7330] lr: 2.774e-05, eta: 6:24:11, time: 0.367, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0404, loss_rpn_bbox: 0.0527, loss_cls: 0.2411, acc: 91.6072, loss_bbox: 0.2974, loss_mask: 0.2670, loss: 0.8985 +2024-05-27 17:03:12,750 - mmdet - INFO - Epoch [4][2300/7330] lr: 2.774e-05, eta: 6:23:53, time: 0.366, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0401, loss_rpn_bbox: 0.0476, loss_cls: 0.2314, acc: 92.0232, loss_bbox: 0.2809, loss_mask: 0.2673, loss: 0.8673 +2024-05-27 17:03:30,905 - mmdet - INFO - Epoch [4][2350/7330] lr: 2.774e-05, eta: 6:23:35, time: 0.363, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0370, loss_rpn_bbox: 0.0488, loss_cls: 0.2478, acc: 91.3999, loss_bbox: 0.2985, loss_mask: 0.2721, loss: 0.9042 +2024-05-27 17:03:49,107 - mmdet - INFO - Epoch [4][2400/7330] lr: 2.774e-05, eta: 6:23:17, time: 0.364, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0376, loss_rpn_bbox: 0.0496, loss_cls: 0.2284, acc: 91.8611, loss_bbox: 0.2821, loss_mask: 0.2611, loss: 0.8587 +2024-05-27 17:04:07,287 - mmdet - INFO - Epoch [4][2450/7330] lr: 2.774e-05, eta: 6:23:00, time: 0.364, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0387, loss_rpn_bbox: 0.0486, loss_cls: 0.2360, acc: 91.9214, loss_bbox: 0.2798, loss_mask: 0.2658, loss: 0.8690 +2024-05-27 17:04:25,484 - mmdet - INFO - Epoch [4][2500/7330] lr: 2.774e-05, eta: 6:22:42, time: 0.364, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0413, loss_rpn_bbox: 0.0505, loss_cls: 0.2391, acc: 91.6602, loss_bbox: 0.2914, loss_mask: 0.2693, loss: 0.8916 +2024-05-27 17:04:43,664 - mmdet - INFO - Epoch [4][2550/7330] lr: 2.774e-05, eta: 6:22:24, time: 0.364, data_time: 0.018, memory: 7919, loss_rpn_cls: 0.0402, loss_rpn_bbox: 0.0499, loss_cls: 0.2428, acc: 91.6697, loss_bbox: 0.2941, loss_mask: 0.2675, loss: 0.8946 +2024-05-27 17:05:01,759 - mmdet - INFO - Epoch [4][2600/7330] lr: 2.774e-05, eta: 6:22:06, time: 0.362, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0391, loss_rpn_bbox: 0.0517, loss_cls: 0.2351, acc: 91.8369, loss_bbox: 0.2865, loss_mask: 0.2658, loss: 0.8782 +2024-05-27 17:05:19,957 - mmdet - INFO - Epoch [4][2650/7330] lr: 2.774e-05, eta: 6:21:48, time: 0.364, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0391, loss_rpn_bbox: 0.0493, loss_cls: 0.2321, acc: 91.9658, loss_bbox: 0.2814, loss_mask: 0.2671, loss: 0.8689 +2024-05-27 17:05:38,294 - mmdet - INFO - Epoch [4][2700/7330] lr: 2.774e-05, eta: 6:21:31, time: 0.367, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0350, loss_rpn_bbox: 0.0478, loss_cls: 0.2309, acc: 91.8691, loss_bbox: 0.2817, loss_mask: 0.2627, loss: 0.8581 +2024-05-27 17:05:56,500 - mmdet - INFO - Epoch [4][2750/7330] lr: 2.774e-05, eta: 6:21:13, time: 0.364, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0386, loss_rpn_bbox: 0.0468, loss_cls: 0.2360, acc: 91.7871, loss_bbox: 0.2821, loss_mask: 0.2612, loss: 0.8647 +2024-05-27 17:06:14,809 - mmdet - INFO - Epoch [4][2800/7330] lr: 2.774e-05, eta: 6:20:55, time: 0.366, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0397, loss_rpn_bbox: 0.0499, loss_cls: 0.2405, acc: 91.4897, loss_bbox: 0.2953, loss_mask: 0.2676, loss: 0.8930 +2024-05-27 17:06:32,915 - mmdet - INFO - Epoch [4][2850/7330] lr: 2.774e-05, eta: 6:20:37, time: 0.362, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0361, loss_rpn_bbox: 0.0480, loss_cls: 0.2354, acc: 91.8752, loss_bbox: 0.2855, loss_mask: 0.2681, loss: 0.8732 +2024-05-27 17:06:51,136 - mmdet - INFO - Epoch [4][2900/7330] lr: 2.774e-05, eta: 6:20:19, time: 0.365, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0373, loss_rpn_bbox: 0.0470, loss_cls: 0.2278, acc: 92.0044, loss_bbox: 0.2847, loss_mask: 0.2675, loss: 0.8644 +2024-05-27 17:07:09,446 - mmdet - INFO - Epoch [4][2950/7330] lr: 2.774e-05, eta: 6:20:02, time: 0.366, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0372, loss_rpn_bbox: 0.0508, loss_cls: 0.2413, acc: 91.5730, loss_bbox: 0.2968, loss_mask: 0.2720, loss: 0.8980 +2024-05-27 17:07:27,684 - mmdet - INFO - Epoch [4][3000/7330] lr: 2.774e-05, eta: 6:19:44, time: 0.365, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0381, loss_rpn_bbox: 0.0478, loss_cls: 0.2452, acc: 91.5776, loss_bbox: 0.2959, loss_mask: 0.2680, loss: 0.8951 +2024-05-27 17:07:45,953 - mmdet - INFO - Epoch [4][3050/7330] lr: 2.774e-05, eta: 6:19:27, time: 0.365, data_time: 0.018, memory: 7919, loss_rpn_cls: 0.0409, loss_rpn_bbox: 0.0505, loss_cls: 0.2370, acc: 91.7375, loss_bbox: 0.2947, loss_mask: 0.2668, loss: 0.8900 +2024-05-27 17:08:04,101 - mmdet - INFO - Epoch [4][3100/7330] lr: 2.774e-05, eta: 6:19:09, time: 0.363, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0382, loss_rpn_bbox: 0.0492, loss_cls: 0.2354, acc: 91.7637, loss_bbox: 0.2870, loss_mask: 0.2694, loss: 0.8793 +2024-05-27 17:08:22,470 - mmdet - INFO - Epoch [4][3150/7330] lr: 2.774e-05, eta: 6:18:51, time: 0.367, data_time: 0.021, memory: 7919, loss_rpn_cls: 0.0464, loss_rpn_bbox: 0.0566, loss_cls: 0.2652, acc: 91.0073, loss_bbox: 0.3052, loss_mask: 0.2802, loss: 0.9535 +2024-05-27 17:08:40,732 - mmdet - INFO - Epoch [4][3200/7330] lr: 2.774e-05, eta: 6:18:33, time: 0.365, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0394, loss_rpn_bbox: 0.0497, loss_cls: 0.2428, acc: 91.6116, loss_bbox: 0.2949, loss_mask: 0.2704, loss: 0.8972 +2024-05-27 17:08:58,999 - mmdet - INFO - Epoch [4][3250/7330] lr: 2.774e-05, eta: 6:18:16, time: 0.365, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0453, loss_rpn_bbox: 0.0533, loss_cls: 0.2562, acc: 91.1997, loss_bbox: 0.3044, loss_mask: 0.2740, loss: 0.9332 +2024-05-27 17:09:17,353 - mmdet - INFO - Epoch [4][3300/7330] lr: 2.774e-05, eta: 6:17:58, time: 0.367, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0357, loss_rpn_bbox: 0.0480, loss_cls: 0.2409, acc: 91.5308, loss_bbox: 0.2927, loss_mask: 0.2625, loss: 0.8798 +2024-05-27 17:09:35,716 - mmdet - INFO - Epoch [4][3350/7330] lr: 2.774e-05, eta: 6:17:41, time: 0.367, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0384, loss_rpn_bbox: 0.0497, loss_cls: 0.2401, acc: 91.4775, loss_bbox: 0.2974, loss_mask: 0.2657, loss: 0.8913 +2024-05-27 17:09:53,881 - mmdet - INFO - Epoch [4][3400/7330] lr: 2.774e-05, eta: 6:17:23, time: 0.363, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0388, loss_rpn_bbox: 0.0479, loss_cls: 0.2452, acc: 91.4465, loss_bbox: 0.2940, loss_mask: 0.2694, loss: 0.8953 +2024-05-27 17:10:12,006 - mmdet - INFO - Epoch [4][3450/7330] lr: 2.774e-05, eta: 6:17:05, time: 0.362, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0419, loss_rpn_bbox: 0.0521, loss_cls: 0.2442, acc: 91.4661, loss_bbox: 0.2961, loss_mask: 0.2706, loss: 0.9049 +2024-05-27 17:10:30,106 - mmdet - INFO - Epoch [4][3500/7330] lr: 2.774e-05, eta: 6:16:47, time: 0.362, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0404, loss_rpn_bbox: 0.0493, loss_cls: 0.2403, acc: 91.6914, loss_bbox: 0.2905, loss_mask: 0.2657, loss: 0.8862 +2024-05-27 17:10:48,449 - mmdet - INFO - Epoch [4][3550/7330] lr: 2.774e-05, eta: 6:16:29, time: 0.367, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0391, loss_rpn_bbox: 0.0492, loss_cls: 0.2416, acc: 91.5588, loss_bbox: 0.2939, loss_mask: 0.2720, loss: 0.8959 +2024-05-27 17:11:06,673 - mmdet - INFO - Epoch [4][3600/7330] lr: 2.774e-05, eta: 6:16:12, time: 0.365, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0353, loss_rpn_bbox: 0.0447, loss_cls: 0.2323, acc: 91.9849, loss_bbox: 0.2752, loss_mask: 0.2646, loss: 0.8519 +2024-05-27 17:11:24,964 - mmdet - INFO - Epoch [4][3650/7330] lr: 2.774e-05, eta: 6:15:54, time: 0.366, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0434, loss_rpn_bbox: 0.0521, loss_cls: 0.2428, acc: 91.5232, loss_bbox: 0.2970, loss_mask: 0.2725, loss: 0.9078 +2024-05-27 17:11:43,357 - mmdet - INFO - Epoch [4][3700/7330] lr: 2.774e-05, eta: 6:15:37, time: 0.368, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0407, loss_rpn_bbox: 0.0494, loss_cls: 0.2432, acc: 91.4104, loss_bbox: 0.3017, loss_mask: 0.2672, loss: 0.9021 +2024-05-27 17:12:01,732 - mmdet - INFO - Epoch [4][3750/7330] lr: 2.774e-05, eta: 6:15:19, time: 0.368, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0417, loss_rpn_bbox: 0.0507, loss_cls: 0.2398, acc: 91.5989, loss_bbox: 0.2970, loss_mask: 0.2645, loss: 0.8938 +2024-05-27 17:12:19,988 - mmdet - INFO - Epoch [4][3800/7330] lr: 2.774e-05, eta: 6:15:02, time: 0.365, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0418, loss_rpn_bbox: 0.0505, loss_cls: 0.2418, acc: 91.5237, loss_bbox: 0.2965, loss_mask: 0.2723, loss: 0.9030 +2024-05-27 17:12:38,063 - mmdet - INFO - Epoch [4][3850/7330] lr: 2.774e-05, eta: 6:14:43, time: 0.361, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0370, loss_rpn_bbox: 0.0471, loss_cls: 0.2318, acc: 92.0215, loss_bbox: 0.2790, loss_mask: 0.2689, loss: 0.8637 +2024-05-27 17:12:56,064 - mmdet - INFO - Epoch [4][3900/7330] lr: 2.774e-05, eta: 6:14:25, time: 0.360, data_time: 0.019, memory: 7919, loss_rpn_cls: 0.0414, loss_rpn_bbox: 0.0484, loss_cls: 0.2344, acc: 91.9155, loss_bbox: 0.2751, loss_mask: 0.2657, loss: 0.8649 +2024-05-27 17:13:14,072 - mmdet - INFO - Epoch [4][3950/7330] lr: 2.774e-05, eta: 6:14:07, time: 0.360, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0415, loss_rpn_bbox: 0.0494, loss_cls: 0.2239, acc: 92.2034, loss_bbox: 0.2738, loss_mask: 0.2637, loss: 0.8523 +2024-05-27 17:13:32,321 - mmdet - INFO - Epoch [4][4000/7330] lr: 2.774e-05, eta: 6:13:49, time: 0.365, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0359, loss_rpn_bbox: 0.0492, loss_cls: 0.2329, acc: 91.8767, loss_bbox: 0.2870, loss_mask: 0.2616, loss: 0.8666 +2024-05-27 17:13:50,403 - mmdet - INFO - Epoch [4][4050/7330] lr: 2.774e-05, eta: 6:13:31, time: 0.362, data_time: 0.019, memory: 7919, loss_rpn_cls: 0.0397, loss_rpn_bbox: 0.0494, loss_cls: 0.2391, acc: 91.7334, loss_bbox: 0.2886, loss_mask: 0.2633, loss: 0.8801 +2024-05-27 17:14:08,612 - mmdet - INFO - Epoch [4][4100/7330] lr: 2.774e-05, eta: 6:13:13, time: 0.364, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0380, loss_rpn_bbox: 0.0496, loss_cls: 0.2248, acc: 92.0869, loss_bbox: 0.2800, loss_mask: 0.2598, loss: 0.8521 +2024-05-27 17:14:26,748 - mmdet - INFO - Epoch [4][4150/7330] lr: 2.774e-05, eta: 6:12:55, time: 0.363, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0423, loss_rpn_bbox: 0.0510, loss_cls: 0.2420, acc: 91.6045, loss_bbox: 0.2924, loss_mask: 0.2704, loss: 0.8982 +2024-05-27 17:14:44,905 - mmdet - INFO - Epoch [4][4200/7330] lr: 2.774e-05, eta: 6:12:37, time: 0.363, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0369, loss_rpn_bbox: 0.0494, loss_cls: 0.2400, acc: 91.5544, loss_bbox: 0.2881, loss_mask: 0.2618, loss: 0.8763 +2024-05-27 17:15:03,125 - mmdet - INFO - Epoch [4][4250/7330] lr: 2.774e-05, eta: 6:12:19, time: 0.364, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0385, loss_rpn_bbox: 0.0494, loss_cls: 0.2426, acc: 91.5881, loss_bbox: 0.2866, loss_mask: 0.2661, loss: 0.8834 +2024-05-27 17:15:21,282 - mmdet - INFO - Epoch [4][4300/7330] lr: 2.774e-05, eta: 6:12:01, time: 0.363, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0380, loss_rpn_bbox: 0.0495, loss_cls: 0.2363, acc: 91.8037, loss_bbox: 0.2854, loss_mask: 0.2670, loss: 0.8762 +2024-05-27 17:15:39,559 - mmdet - INFO - Epoch [4][4350/7330] lr: 2.774e-05, eta: 6:11:44, time: 0.366, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0433, loss_rpn_bbox: 0.0517, loss_cls: 0.2528, acc: 91.4368, loss_bbox: 0.2984, loss_mask: 0.2747, loss: 0.9210 +2024-05-27 17:15:57,829 - mmdet - INFO - Epoch [4][4400/7330] lr: 2.774e-05, eta: 6:11:26, time: 0.365, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0390, loss_rpn_bbox: 0.0469, loss_cls: 0.2323, acc: 92.0630, loss_bbox: 0.2817, loss_mask: 0.2667, loss: 0.8665 +2024-05-27 17:16:16,126 - mmdet - INFO - Epoch [4][4450/7330] lr: 2.774e-05, eta: 6:11:08, time: 0.366, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0422, loss_rpn_bbox: 0.0492, loss_cls: 0.2423, acc: 91.5835, loss_bbox: 0.2913, loss_mask: 0.2659, loss: 0.8910 +2024-05-27 17:16:34,279 - mmdet - INFO - Epoch [4][4500/7330] lr: 2.774e-05, eta: 6:10:50, time: 0.363, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0425, loss_rpn_bbox: 0.0497, loss_cls: 0.2466, acc: 91.4436, loss_bbox: 0.2930, loss_mask: 0.2737, loss: 0.9056 +2024-05-27 17:16:52,460 - mmdet - INFO - Epoch [4][4550/7330] lr: 2.774e-05, eta: 6:10:32, time: 0.364, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0418, loss_rpn_bbox: 0.0521, loss_cls: 0.2391, acc: 91.4722, loss_bbox: 0.2909, loss_mask: 0.2655, loss: 0.8893 +2024-05-27 17:17:10,628 - mmdet - INFO - Epoch [4][4600/7330] lr: 2.774e-05, eta: 6:10:14, time: 0.363, data_time: 0.018, memory: 7919, loss_rpn_cls: 0.0382, loss_rpn_bbox: 0.0485, loss_cls: 0.2329, acc: 91.9392, loss_bbox: 0.2777, loss_mask: 0.2637, loss: 0.8611 +2024-05-27 17:17:28,888 - mmdet - INFO - Epoch [4][4650/7330] lr: 2.774e-05, eta: 6:09:57, time: 0.365, data_time: 0.018, memory: 7919, loss_rpn_cls: 0.0364, loss_rpn_bbox: 0.0497, loss_cls: 0.2349, acc: 91.7183, loss_bbox: 0.2894, loss_mask: 0.2628, loss: 0.8732 +2024-05-27 17:17:47,021 - mmdet - INFO - Epoch [4][4700/7330] lr: 2.774e-05, eta: 6:09:39, time: 0.363, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0384, loss_rpn_bbox: 0.0487, loss_cls: 0.2281, acc: 92.1780, loss_bbox: 0.2725, loss_mask: 0.2601, loss: 0.8478 +2024-05-27 17:18:05,376 - mmdet - INFO - Epoch [4][4750/7330] lr: 2.774e-05, eta: 6:09:21, time: 0.367, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0392, loss_rpn_bbox: 0.0482, loss_cls: 0.2301, acc: 91.9612, loss_bbox: 0.2797, loss_mask: 0.2638, loss: 0.8611 +2024-05-27 17:18:23,779 - mmdet - INFO - Epoch [4][4800/7330] lr: 2.774e-05, eta: 6:09:04, time: 0.368, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0380, loss_rpn_bbox: 0.0504, loss_cls: 0.2345, acc: 91.8047, loss_bbox: 0.2852, loss_mask: 0.2599, loss: 0.8681 +2024-05-27 17:18:42,087 - mmdet - INFO - Epoch [4][4850/7330] lr: 2.774e-05, eta: 6:08:46, time: 0.366, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0401, loss_rpn_bbox: 0.0519, loss_cls: 0.2390, acc: 91.7019, loss_bbox: 0.2893, loss_mask: 0.2683, loss: 0.8887 +2024-05-27 17:19:00,431 - mmdet - INFO - Epoch [4][4900/7330] lr: 2.774e-05, eta: 6:08:29, time: 0.367, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0397, loss_rpn_bbox: 0.0503, loss_cls: 0.2416, acc: 91.5398, loss_bbox: 0.2912, loss_mask: 0.2717, loss: 0.8945 +2024-05-27 17:19:18,604 - mmdet - INFO - Epoch [4][4950/7330] lr: 2.774e-05, eta: 6:08:11, time: 0.364, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0401, loss_rpn_bbox: 0.0494, loss_cls: 0.2358, acc: 91.7566, loss_bbox: 0.2829, loss_mask: 0.2683, loss: 0.8766 +2024-05-27 17:19:36,794 - mmdet - INFO - Epoch [4][5000/7330] lr: 2.774e-05, eta: 6:07:53, time: 0.364, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0388, loss_rpn_bbox: 0.0490, loss_cls: 0.2301, acc: 91.8979, loss_bbox: 0.2841, loss_mask: 0.2657, loss: 0.8677 +2024-05-27 17:19:55,108 - mmdet - INFO - Epoch [4][5050/7330] lr: 2.774e-05, eta: 6:07:35, time: 0.366, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0458, loss_rpn_bbox: 0.0544, loss_cls: 0.2575, acc: 91.1509, loss_bbox: 0.3042, loss_mask: 0.2754, loss: 0.9373 +2024-05-27 17:20:13,258 - mmdet - INFO - Epoch [4][5100/7330] lr: 2.774e-05, eta: 6:07:17, time: 0.363, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0355, loss_rpn_bbox: 0.0460, loss_cls: 0.2383, acc: 91.7812, loss_bbox: 0.2843, loss_mask: 0.2638, loss: 0.8679 +2024-05-27 17:20:31,614 - mmdet - INFO - Epoch [4][5150/7330] lr: 2.774e-05, eta: 6:07:00, time: 0.367, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0389, loss_rpn_bbox: 0.0517, loss_cls: 0.2354, acc: 91.7786, loss_bbox: 0.2843, loss_mask: 0.2627, loss: 0.8729 +2024-05-27 17:20:50,121 - mmdet - INFO - Epoch [4][5200/7330] lr: 2.774e-05, eta: 6:06:42, time: 0.370, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0383, loss_rpn_bbox: 0.0503, loss_cls: 0.2382, acc: 91.5410, loss_bbox: 0.2962, loss_mask: 0.2714, loss: 0.8944 +2024-05-27 17:21:08,297 - mmdet - INFO - Epoch [4][5250/7330] lr: 2.774e-05, eta: 6:06:24, time: 0.364, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0386, loss_rpn_bbox: 0.0487, loss_cls: 0.2301, acc: 92.0132, loss_bbox: 0.2803, loss_mask: 0.2636, loss: 0.8613 +2024-05-27 17:21:26,630 - mmdet - INFO - Epoch [4][5300/7330] lr: 2.774e-05, eta: 6:06:07, time: 0.367, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0389, loss_rpn_bbox: 0.0502, loss_cls: 0.2490, acc: 91.3792, loss_bbox: 0.2951, loss_mask: 0.2757, loss: 0.9090 +2024-05-27 17:21:45,136 - mmdet - INFO - Epoch [4][5350/7330] lr: 2.774e-05, eta: 6:05:50, time: 0.370, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0415, loss_rpn_bbox: 0.0536, loss_cls: 0.2448, acc: 91.3228, loss_bbox: 0.3026, loss_mask: 0.2757, loss: 0.9183 +2024-05-27 17:22:03,436 - mmdet - INFO - Epoch [4][5400/7330] lr: 2.774e-05, eta: 6:05:32, time: 0.366, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0384, loss_rpn_bbox: 0.0481, loss_cls: 0.2364, acc: 91.7766, loss_bbox: 0.2873, loss_mask: 0.2626, loss: 0.8728 +2024-05-27 17:22:21,755 - mmdet - INFO - Epoch [4][5450/7330] lr: 2.774e-05, eta: 6:05:14, time: 0.366, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0411, loss_rpn_bbox: 0.0497, loss_cls: 0.2309, acc: 91.8657, loss_bbox: 0.2856, loss_mask: 0.2621, loss: 0.8694 +2024-05-27 17:22:39,884 - mmdet - INFO - Epoch [4][5500/7330] lr: 2.774e-05, eta: 6:04:56, time: 0.362, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0354, loss_rpn_bbox: 0.0484, loss_cls: 0.2293, acc: 91.9895, loss_bbox: 0.2798, loss_mask: 0.2646, loss: 0.8576 +2024-05-27 17:22:58,140 - mmdet - INFO - Epoch [4][5550/7330] lr: 2.774e-05, eta: 6:04:39, time: 0.365, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0384, loss_rpn_bbox: 0.0470, loss_cls: 0.2348, acc: 91.7634, loss_bbox: 0.2793, loss_mask: 0.2578, loss: 0.8573 +2024-05-27 17:23:16,326 - mmdet - INFO - Epoch [4][5600/7330] lr: 2.774e-05, eta: 6:04:21, time: 0.364, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0377, loss_rpn_bbox: 0.0503, loss_cls: 0.2291, acc: 91.9360, loss_bbox: 0.2793, loss_mask: 0.2676, loss: 0.8641 +2024-05-27 17:23:34,573 - mmdet - INFO - Epoch [4][5650/7330] lr: 2.774e-05, eta: 6:04:03, time: 0.365, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0373, loss_rpn_bbox: 0.0497, loss_cls: 0.2339, acc: 91.8379, loss_bbox: 0.2829, loss_mask: 0.2662, loss: 0.8700 +2024-05-27 17:23:52,880 - mmdet - INFO - Epoch [4][5700/7330] lr: 2.774e-05, eta: 6:03:45, time: 0.366, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0402, loss_rpn_bbox: 0.0488, loss_cls: 0.2373, acc: 91.8091, loss_bbox: 0.2847, loss_mask: 0.2672, loss: 0.8782 +2024-05-27 17:24:11,106 - mmdet - INFO - Epoch [4][5750/7330] lr: 2.774e-05, eta: 6:03:27, time: 0.365, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0380, loss_rpn_bbox: 0.0504, loss_cls: 0.2315, acc: 91.7778, loss_bbox: 0.2870, loss_mask: 0.2645, loss: 0.8713 +2024-05-27 17:24:29,504 - mmdet - INFO - Epoch [4][5800/7330] lr: 2.774e-05, eta: 6:03:10, time: 0.368, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0404, loss_rpn_bbox: 0.0524, loss_cls: 0.2464, acc: 91.2739, loss_bbox: 0.3026, loss_mask: 0.2712, loss: 0.9129 +2024-05-27 17:24:47,884 - mmdet - INFO - Epoch [4][5850/7330] lr: 2.774e-05, eta: 6:02:52, time: 0.367, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0380, loss_rpn_bbox: 0.0495, loss_cls: 0.2354, acc: 91.6809, loss_bbox: 0.2900, loss_mask: 0.2717, loss: 0.8846 +2024-05-27 17:25:06,173 - mmdet - INFO - Epoch [4][5900/7330] lr: 2.774e-05, eta: 6:02:35, time: 0.366, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0386, loss_rpn_bbox: 0.0498, loss_cls: 0.2350, acc: 91.7039, loss_bbox: 0.2858, loss_mask: 0.2662, loss: 0.8753 +2024-05-27 17:25:24,318 - mmdet - INFO - Epoch [4][5950/7330] lr: 2.774e-05, eta: 6:02:17, time: 0.363, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0375, loss_rpn_bbox: 0.0478, loss_cls: 0.2293, acc: 91.9177, loss_bbox: 0.2799, loss_mask: 0.2614, loss: 0.8559 +2024-05-27 17:25:42,534 - mmdet - INFO - Epoch [4][6000/7330] lr: 2.774e-05, eta: 6:01:59, time: 0.364, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0394, loss_rpn_bbox: 0.0482, loss_cls: 0.2450, acc: 91.4482, loss_bbox: 0.2932, loss_mask: 0.2706, loss: 0.8965 +2024-05-27 17:26:00,811 - mmdet - INFO - Epoch [4][6050/7330] lr: 2.774e-05, eta: 6:01:41, time: 0.366, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0389, loss_rpn_bbox: 0.0480, loss_cls: 0.2399, acc: 91.8186, loss_bbox: 0.2838, loss_mask: 0.2697, loss: 0.8804 +2024-05-27 17:26:19,082 - mmdet - INFO - Epoch [4][6100/7330] lr: 2.774e-05, eta: 6:01:23, time: 0.365, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0413, loss_rpn_bbox: 0.0489, loss_cls: 0.2483, acc: 91.4419, loss_bbox: 0.2992, loss_mask: 0.2720, loss: 0.9096 +2024-05-27 17:26:37,385 - mmdet - INFO - Epoch [4][6150/7330] lr: 2.774e-05, eta: 6:01:05, time: 0.366, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0376, loss_rpn_bbox: 0.0479, loss_cls: 0.2300, acc: 91.9241, loss_bbox: 0.2863, loss_mask: 0.2626, loss: 0.8644 +2024-05-27 17:26:55,826 - mmdet - INFO - Epoch [4][6200/7330] lr: 2.774e-05, eta: 6:00:48, time: 0.369, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0370, loss_rpn_bbox: 0.0490, loss_cls: 0.2340, acc: 91.7366, loss_bbox: 0.2904, loss_mask: 0.2630, loss: 0.8734 +2024-05-27 17:27:14,018 - mmdet - INFO - Epoch [4][6250/7330] lr: 2.774e-05, eta: 6:00:30, time: 0.364, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0373, loss_rpn_bbox: 0.0495, loss_cls: 0.2382, acc: 91.6785, loss_bbox: 0.2897, loss_mask: 0.2679, loss: 0.8826 +2024-05-27 17:27:32,118 - mmdet - INFO - Epoch [4][6300/7330] lr: 2.774e-05, eta: 6:00:12, time: 0.362, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0410, loss_rpn_bbox: 0.0496, loss_cls: 0.2352, acc: 91.9177, loss_bbox: 0.2879, loss_mask: 0.2652, loss: 0.8788 +2024-05-27 17:27:50,408 - mmdet - INFO - Epoch [4][6350/7330] lr: 2.774e-05, eta: 5:59:54, time: 0.366, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0416, loss_rpn_bbox: 0.0518, loss_cls: 0.2421, acc: 91.5466, loss_bbox: 0.2926, loss_mask: 0.2618, loss: 0.8899 +2024-05-27 17:28:08,622 - mmdet - INFO - Epoch [4][6400/7330] lr: 2.774e-05, eta: 5:59:36, time: 0.364, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0370, loss_rpn_bbox: 0.0472, loss_cls: 0.2352, acc: 91.8938, loss_bbox: 0.2806, loss_mask: 0.2668, loss: 0.8668 +2024-05-27 17:28:26,778 - mmdet - INFO - Epoch [4][6450/7330] lr: 2.774e-05, eta: 5:59:18, time: 0.363, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0392, loss_rpn_bbox: 0.0468, loss_cls: 0.2317, acc: 92.0483, loss_bbox: 0.2736, loss_mask: 0.2623, loss: 0.8535 +2024-05-27 17:28:45,185 - mmdet - INFO - Epoch [4][6500/7330] lr: 2.774e-05, eta: 5:59:01, time: 0.368, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0436, loss_rpn_bbox: 0.0524, loss_cls: 0.2397, acc: 91.4939, loss_bbox: 0.2979, loss_mask: 0.2647, loss: 0.8984 +2024-05-27 17:29:03,383 - mmdet - INFO - Epoch [4][6550/7330] lr: 2.774e-05, eta: 5:58:43, time: 0.364, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0378, loss_rpn_bbox: 0.0475, loss_cls: 0.2329, acc: 91.8660, loss_bbox: 0.2840, loss_mask: 0.2670, loss: 0.8692 +2024-05-27 17:29:21,635 - mmdet - INFO - Epoch [4][6600/7330] lr: 2.774e-05, eta: 5:58:25, time: 0.365, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0374, loss_rpn_bbox: 0.0497, loss_cls: 0.2298, acc: 91.9370, loss_bbox: 0.2857, loss_mask: 0.2680, loss: 0.8705 +2024-05-27 17:29:40,020 - mmdet - INFO - Epoch [4][6650/7330] lr: 2.774e-05, eta: 5:58:08, time: 0.368, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0395, loss_rpn_bbox: 0.0497, loss_cls: 0.2441, acc: 91.5015, loss_bbox: 0.2910, loss_mask: 0.2620, loss: 0.8863 +2024-05-27 17:29:58,392 - mmdet - INFO - Epoch [4][6700/7330] lr: 2.774e-05, eta: 5:57:50, time: 0.367, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0386, loss_rpn_bbox: 0.0487, loss_cls: 0.2304, acc: 91.8477, loss_bbox: 0.2831, loss_mask: 0.2583, loss: 0.8591 +2024-05-27 17:30:16,578 - mmdet - INFO - Epoch [4][6750/7330] lr: 2.774e-05, eta: 5:57:32, time: 0.364, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0386, loss_rpn_bbox: 0.0482, loss_cls: 0.2319, acc: 91.9470, loss_bbox: 0.2804, loss_mask: 0.2626, loss: 0.8617 +2024-05-27 17:30:34,918 - mmdet - INFO - Epoch [4][6800/7330] lr: 2.774e-05, eta: 5:57:14, time: 0.367, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0432, loss_rpn_bbox: 0.0516, loss_cls: 0.2308, acc: 91.9319, loss_bbox: 0.2845, loss_mask: 0.2637, loss: 0.8739 +2024-05-27 17:30:53,152 - mmdet - INFO - Epoch [4][6850/7330] lr: 2.774e-05, eta: 5:56:56, time: 0.365, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0379, loss_rpn_bbox: 0.0475, loss_cls: 0.2255, acc: 92.1118, loss_bbox: 0.2782, loss_mask: 0.2541, loss: 0.8433 +2024-05-27 17:31:11,429 - mmdet - INFO - Epoch [4][6900/7330] lr: 2.774e-05, eta: 5:56:39, time: 0.366, data_time: 0.018, memory: 7919, loss_rpn_cls: 0.0363, loss_rpn_bbox: 0.0488, loss_cls: 0.2328, acc: 91.8704, loss_bbox: 0.2809, loss_mask: 0.2583, loss: 0.8571 +2024-05-27 17:31:29,585 - mmdet - INFO - Epoch [4][6950/7330] lr: 2.774e-05, eta: 5:56:21, time: 0.363, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0407, loss_rpn_bbox: 0.0494, loss_cls: 0.2371, acc: 91.8979, loss_bbox: 0.2826, loss_mask: 0.2647, loss: 0.8746 +2024-05-27 17:31:47,767 - mmdet - INFO - Epoch [4][7000/7330] lr: 2.774e-05, eta: 5:56:03, time: 0.364, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0365, loss_rpn_bbox: 0.0506, loss_cls: 0.2286, acc: 91.9458, loss_bbox: 0.2815, loss_mask: 0.2627, loss: 0.8600 +2024-05-27 17:32:06,177 - mmdet - INFO - Epoch [4][7050/7330] lr: 2.774e-05, eta: 5:55:45, time: 0.368, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0351, loss_rpn_bbox: 0.0488, loss_cls: 0.2306, acc: 91.8682, loss_bbox: 0.2821, loss_mask: 0.2565, loss: 0.8532 +2024-05-27 17:32:24,339 - mmdet - INFO - Epoch [4][7100/7330] lr: 2.774e-05, eta: 5:55:27, time: 0.363, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0383, loss_rpn_bbox: 0.0478, loss_cls: 0.2367, acc: 91.6987, loss_bbox: 0.2844, loss_mask: 0.2639, loss: 0.8712 +2024-05-27 17:32:42,554 - mmdet - INFO - Epoch [4][7150/7330] lr: 2.774e-05, eta: 5:55:09, time: 0.364, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0352, loss_rpn_bbox: 0.0467, loss_cls: 0.2286, acc: 92.0425, loss_bbox: 0.2781, loss_mask: 0.2640, loss: 0.8527 +2024-05-27 17:33:00,766 - mmdet - INFO - Epoch [4][7200/7330] lr: 2.774e-05, eta: 5:54:51, time: 0.364, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0380, loss_rpn_bbox: 0.0506, loss_cls: 0.2352, acc: 91.7170, loss_bbox: 0.2876, loss_mask: 0.2618, loss: 0.8732 +2024-05-27 17:33:19,053 - mmdet - INFO - Epoch [4][7250/7330] lr: 2.774e-05, eta: 5:54:34, time: 0.366, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0370, loss_rpn_bbox: 0.0487, loss_cls: 0.2179, acc: 92.3921, loss_bbox: 0.2672, loss_mask: 0.2607, loss: 0.8315 +2024-05-27 17:33:37,348 - mmdet - INFO - Epoch [4][7300/7330] lr: 2.774e-05, eta: 5:54:16, time: 0.366, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0391, loss_rpn_bbox: 0.0486, loss_cls: 0.2395, acc: 91.6316, loss_bbox: 0.2903, loss_mask: 0.2654, loss: 0.8829 +2024-05-27 17:33:49,042 - mmdet - INFO - Saving checkpoint at 4 epochs +2024-05-27 17:34:46,896 - mmdet - INFO - Evaluating bbox... +2024-05-27 17:35:15,200 - mmdet - INFO - + Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.389 + Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.654 + Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.416 + Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.239 + Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.436 + Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.519 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.525 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.525 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.525 + Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.341 + Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.575 + Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.676 + +2024-05-27 17:35:15,200 - mmdet - INFO - Evaluating segm... +2024-05-27 17:35:45,596 - mmdet - INFO - + Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.370 + Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.616 + Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.392 + 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 ] = 0.412 + Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.576 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.497 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.497 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.497 + Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.287 + Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.553 + Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.687 + +2024-05-27 17:35:46,072 - mmdet - INFO - Exp name: mask_rcnn_deit_vit_l_fpn_1x_coco_bs16.py +2024-05-27 17:35:46,073 - mmdet - INFO - Epoch(val) [4][625] bbox_mAP: 0.3890, bbox_mAP_50: 0.6540, bbox_mAP_75: 0.4160, bbox_mAP_s: 0.2390, bbox_mAP_m: 0.4360, bbox_mAP_l: 0.5190, bbox_mAP_copypaste: 0.389 0.654 0.416 0.239 0.436 0.519, segm_mAP: 0.3700, segm_mAP_50: 0.6160, segm_mAP_75: 0.3920, segm_mAP_s: 0.1720, segm_mAP_m: 0.4120, segm_mAP_l: 0.5760, segm_mAP_copypaste: 0.370 0.616 0.392 0.172 0.412 0.576 +2024-05-27 17:36:13,654 - mmdet - INFO - Epoch [5][50/7330] lr: 2.774e-05, eta: 5:53:44, time: 0.551, data_time: 0.084, memory: 7919, loss_rpn_cls: 0.0362, loss_rpn_bbox: 0.0493, loss_cls: 0.2336, acc: 91.7903, loss_bbox: 0.2890, loss_mask: 0.2608, loss: 0.8689 +2024-05-27 17:36:31,724 - mmdet - INFO - Epoch [5][100/7330] lr: 2.774e-05, eta: 5:53:26, time: 0.361, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.0483, loss_cls: 0.2227, acc: 92.1904, loss_bbox: 0.2742, loss_mask: 0.2556, loss: 0.8353 +2024-05-27 17:36:49,944 - mmdet - INFO - Epoch [5][150/7330] lr: 2.774e-05, eta: 5:53:08, time: 0.364, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0426, loss_cls: 0.2201, acc: 92.2751, loss_bbox: 0.2731, loss_mask: 0.2620, loss: 0.8310 +2024-05-27 17:37:08,234 - mmdet - INFO - Epoch [5][200/7330] lr: 2.774e-05, eta: 5:52:50, time: 0.366, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0367, loss_rpn_bbox: 0.0504, loss_cls: 0.2414, acc: 91.3738, loss_bbox: 0.2970, loss_mask: 0.2574, loss: 0.8830 +2024-05-27 17:37:26,269 - mmdet - INFO - Epoch [5][250/7330] lr: 2.774e-05, eta: 5:52:32, time: 0.361, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0372, loss_rpn_bbox: 0.0497, loss_cls: 0.2316, acc: 91.7231, loss_bbox: 0.2865, loss_mask: 0.2612, loss: 0.8663 +2024-05-27 17:37:44,586 - mmdet - INFO - Epoch [5][300/7330] lr: 2.774e-05, eta: 5:52:14, time: 0.366, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0391, loss_rpn_bbox: 0.0512, loss_cls: 0.2298, acc: 91.9314, loss_bbox: 0.2868, loss_mask: 0.2608, loss: 0.8677 +2024-05-27 17:38:02,999 - mmdet - INFO - Epoch [5][350/7330] lr: 2.774e-05, eta: 5:51:57, time: 0.368, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0414, loss_rpn_bbox: 0.0546, loss_cls: 0.2374, acc: 91.5820, loss_bbox: 0.2890, loss_mask: 0.2673, loss: 0.8897 +2024-05-27 17:38:21,362 - mmdet - INFO - Epoch [5][400/7330] lr: 2.774e-05, eta: 5:51:39, time: 0.367, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0459, loss_cls: 0.2154, acc: 92.2524, loss_bbox: 0.2774, loss_mask: 0.2540, loss: 0.8248 +2024-05-27 17:38:39,495 - mmdet - INFO - Epoch [5][450/7330] lr: 2.774e-05, eta: 5:51:21, time: 0.363, data_time: 0.013, memory: 7919, loss_rpn_cls: 0.0342, loss_rpn_bbox: 0.0476, loss_cls: 0.2249, acc: 91.9534, loss_bbox: 0.2818, loss_mask: 0.2562, loss: 0.8447 +2024-05-27 17:38:57,564 - mmdet - INFO - Epoch [5][500/7330] lr: 2.774e-05, eta: 5:51:03, time: 0.361, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0351, loss_rpn_bbox: 0.0463, loss_cls: 0.2235, acc: 92.1233, loss_bbox: 0.2701, loss_mask: 0.2559, loss: 0.8309 +2024-05-27 17:39:15,749 - mmdet - INFO - Epoch [5][550/7330] lr: 2.774e-05, eta: 5:50:45, time: 0.364, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0460, loss_cls: 0.2303, acc: 91.9316, loss_bbox: 0.2819, loss_mask: 0.2628, loss: 0.8548 +2024-05-27 17:39:36,579 - mmdet - INFO - Epoch [5][600/7330] lr: 2.774e-05, eta: 5:50:32, time: 0.417, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0370, loss_rpn_bbox: 0.0483, loss_cls: 0.2328, acc: 91.7761, loss_bbox: 0.2866, loss_mask: 0.2626, loss: 0.8673 +2024-05-27 17:39:54,869 - mmdet - INFO - Epoch [5][650/7330] lr: 2.774e-05, eta: 5:50:14, time: 0.366, data_time: 0.019, memory: 7919, loss_rpn_cls: 0.0361, loss_rpn_bbox: 0.0499, loss_cls: 0.2285, acc: 91.9033, loss_bbox: 0.2844, loss_mask: 0.2627, loss: 0.8616 +2024-05-27 17:40:13,209 - mmdet - INFO - Epoch [5][700/7330] lr: 2.774e-05, eta: 5:49:56, time: 0.367, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0371, loss_rpn_bbox: 0.0499, loss_cls: 0.2283, acc: 91.8782, loss_bbox: 0.2855, loss_mask: 0.2590, loss: 0.8598 +2024-05-27 17:40:31,543 - mmdet - INFO - Epoch [5][750/7330] lr: 2.774e-05, eta: 5:49:39, time: 0.367, data_time: 0.019, memory: 7919, loss_rpn_cls: 0.0374, loss_rpn_bbox: 0.0505, loss_cls: 0.2314, acc: 91.8225, loss_bbox: 0.2849, loss_mask: 0.2647, loss: 0.8688 +2024-05-27 17:40:49,730 - mmdet - INFO - Epoch [5][800/7330] lr: 2.774e-05, eta: 5:49:21, time: 0.364, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0362, loss_rpn_bbox: 0.0485, loss_cls: 0.2333, acc: 91.8943, loss_bbox: 0.2807, loss_mask: 0.2629, loss: 0.8615 +2024-05-27 17:41:08,066 - mmdet - INFO - Epoch [5][850/7330] lr: 2.774e-05, eta: 5:49:03, time: 0.367, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0414, loss_rpn_bbox: 0.0534, loss_cls: 0.2267, acc: 92.0334, loss_bbox: 0.2781, loss_mask: 0.2606, loss: 0.8603 +2024-05-27 17:41:26,520 - mmdet - INFO - Epoch [5][900/7330] lr: 2.774e-05, eta: 5:48:46, time: 0.369, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0384, loss_rpn_bbox: 0.0497, loss_cls: 0.2343, acc: 91.7935, loss_bbox: 0.2885, loss_mask: 0.2668, loss: 0.8778 +2024-05-27 17:41:44,769 - mmdet - INFO - Epoch [5][950/7330] lr: 2.774e-05, eta: 5:48:28, time: 0.365, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0385, loss_rpn_bbox: 0.0514, loss_cls: 0.2285, acc: 92.0237, loss_bbox: 0.2773, loss_mask: 0.2588, loss: 0.8544 +2024-05-27 17:42:02,947 - mmdet - INFO - Epoch [5][1000/7330] lr: 2.774e-05, eta: 5:48:10, time: 0.364, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0351, loss_rpn_bbox: 0.0484, loss_cls: 0.2213, acc: 92.0857, loss_bbox: 0.2756, loss_mask: 0.2501, loss: 0.8306 +2024-05-27 17:42:21,201 - mmdet - INFO - Epoch [5][1050/7330] lr: 2.774e-05, eta: 5:47:52, time: 0.365, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0383, loss_rpn_bbox: 0.0518, loss_cls: 0.2310, acc: 91.8699, loss_bbox: 0.2870, loss_mask: 0.2622, loss: 0.8703 +2024-05-27 17:42:39,231 - mmdet - INFO - Epoch [5][1100/7330] lr: 2.774e-05, eta: 5:47:33, time: 0.361, data_time: 0.013, memory: 7919, loss_rpn_cls: 0.0376, loss_rpn_bbox: 0.0487, loss_cls: 0.2207, acc: 92.2795, loss_bbox: 0.2709, loss_mask: 0.2663, loss: 0.8443 +2024-05-27 17:42:57,549 - mmdet - INFO - Epoch [5][1150/7330] lr: 2.774e-05, eta: 5:47:16, time: 0.366, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0363, loss_rpn_bbox: 0.0496, loss_cls: 0.2324, acc: 91.7910, loss_bbox: 0.2869, loss_mask: 0.2592, loss: 0.8644 +2024-05-27 17:43:15,929 - mmdet - INFO - Epoch [5][1200/7330] lr: 2.774e-05, eta: 5:46:58, time: 0.368, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0375, loss_rpn_bbox: 0.0486, loss_cls: 0.2353, acc: 91.6414, loss_bbox: 0.2927, loss_mask: 0.2657, loss: 0.8798 +2024-05-27 17:43:34,141 - mmdet - INFO - Epoch [5][1250/7330] lr: 2.774e-05, eta: 5:46:40, time: 0.364, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0361, loss_rpn_bbox: 0.0457, loss_cls: 0.2243, acc: 92.1113, loss_bbox: 0.2758, loss_mask: 0.2533, loss: 0.8353 +2024-05-27 17:43:52,340 - mmdet - INFO - Epoch [5][1300/7330] lr: 2.774e-05, eta: 5:46:22, time: 0.364, data_time: 0.013, memory: 7919, loss_rpn_cls: 0.0352, loss_rpn_bbox: 0.0481, loss_cls: 0.2240, acc: 92.1091, loss_bbox: 0.2793, loss_mask: 0.2595, loss: 0.8461 +2024-05-27 17:44:10,527 - mmdet - INFO - Epoch [5][1350/7330] lr: 2.774e-05, eta: 5:46:04, time: 0.364, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0341, loss_rpn_bbox: 0.0477, loss_cls: 0.2247, acc: 92.0627, loss_bbox: 0.2775, loss_mask: 0.2574, loss: 0.8414 +2024-05-27 17:44:35,190 - mmdet - INFO - Epoch [5][1400/7330] lr: 2.774e-05, eta: 5:45:58, time: 0.493, data_time: 0.150, memory: 7919, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0494, loss_cls: 0.2209, acc: 92.0703, loss_bbox: 0.2780, loss_mask: 0.2570, loss: 0.8397 +2024-05-27 17:44:53,590 - mmdet - INFO - Epoch [5][1450/7330] lr: 2.774e-05, eta: 5:45:41, time: 0.368, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0350, loss_rpn_bbox: 0.0484, loss_cls: 0.2311, acc: 91.8779, loss_bbox: 0.2814, loss_mask: 0.2585, loss: 0.8544 +2024-05-27 17:45:11,998 - mmdet - INFO - Epoch [5][1500/7330] lr: 2.774e-05, eta: 5:45:23, time: 0.368, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0378, loss_rpn_bbox: 0.0503, loss_cls: 0.2451, acc: 91.4836, loss_bbox: 0.2948, loss_mask: 0.2652, loss: 0.8931 +2024-05-27 17:45:30,220 - mmdet - INFO - Epoch [5][1550/7330] lr: 2.774e-05, eta: 5:45:05, time: 0.364, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0369, loss_rpn_bbox: 0.0503, loss_cls: 0.2301, acc: 91.6921, loss_bbox: 0.2922, loss_mask: 0.2635, loss: 0.8731 +2024-05-27 17:45:48,368 - mmdet - INFO - Epoch [5][1600/7330] lr: 2.774e-05, eta: 5:44:47, time: 0.363, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0351, loss_rpn_bbox: 0.0485, loss_cls: 0.2320, acc: 91.8137, loss_bbox: 0.2826, loss_mask: 0.2617, loss: 0.8599 +2024-05-27 17:46:06,580 - mmdet - INFO - Epoch [5][1650/7330] lr: 2.774e-05, eta: 5:44:29, time: 0.364, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0357, loss_rpn_bbox: 0.0463, loss_cls: 0.2305, acc: 91.7683, loss_bbox: 0.2827, loss_mask: 0.2604, loss: 0.8556 +2024-05-27 17:46:24,722 - mmdet - INFO - Epoch [5][1700/7330] lr: 2.774e-05, eta: 5:44:11, time: 0.363, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0367, loss_rpn_bbox: 0.0488, loss_cls: 0.2357, acc: 91.8254, loss_bbox: 0.2831, loss_mask: 0.2577, loss: 0.8619 +2024-05-27 17:46:43,085 - mmdet - INFO - Epoch [5][1750/7330] lr: 2.774e-05, eta: 5:43:53, time: 0.367, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0375, loss_rpn_bbox: 0.0503, loss_cls: 0.2354, acc: 91.6055, loss_bbox: 0.2912, loss_mask: 0.2651, loss: 0.8794 +2024-05-27 17:47:03,608 - mmdet - INFO - Epoch [5][1800/7330] lr: 2.774e-05, eta: 5:43:39, time: 0.410, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0388, loss_rpn_bbox: 0.0500, loss_cls: 0.2291, acc: 92.0044, loss_bbox: 0.2760, loss_mask: 0.2630, loss: 0.8568 +2024-05-27 17:47:22,019 - mmdet - INFO - Epoch [5][1850/7330] lr: 2.774e-05, eta: 5:43:22, time: 0.368, data_time: 0.020, memory: 7919, loss_rpn_cls: 0.0366, loss_rpn_bbox: 0.0494, loss_cls: 0.2343, acc: 91.7749, loss_bbox: 0.2851, loss_mask: 0.2629, loss: 0.8684 +2024-05-27 17:47:40,315 - mmdet - INFO - Epoch [5][1900/7330] lr: 2.774e-05, eta: 5:43:04, time: 0.366, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0386, loss_rpn_bbox: 0.0484, loss_cls: 0.2351, acc: 91.7368, loss_bbox: 0.2844, loss_mask: 0.2642, loss: 0.8707 +2024-05-27 17:47:58,514 - mmdet - INFO - Epoch [5][1950/7330] lr: 2.774e-05, eta: 5:42:46, time: 0.364, data_time: 0.019, memory: 7919, loss_rpn_cls: 0.0342, loss_rpn_bbox: 0.0468, loss_cls: 0.2165, acc: 92.3135, loss_bbox: 0.2684, loss_mask: 0.2505, loss: 0.8163 +2024-05-27 17:48:16,930 - mmdet - INFO - Epoch [5][2000/7330] lr: 2.774e-05, eta: 5:42:28, time: 0.368, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0376, loss_rpn_bbox: 0.0470, loss_cls: 0.2230, acc: 92.0583, loss_bbox: 0.2750, loss_mask: 0.2492, loss: 0.8316 +2024-05-27 17:48:35,159 - mmdet - INFO - Epoch [5][2050/7330] lr: 2.774e-05, eta: 5:42:10, time: 0.365, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0399, loss_rpn_bbox: 0.0516, loss_cls: 0.2350, acc: 91.7061, loss_bbox: 0.2846, loss_mask: 0.2662, loss: 0.8773 +2024-05-27 17:48:53,186 - mmdet - INFO - Epoch [5][2100/7330] lr: 2.774e-05, eta: 5:41:52, time: 0.361, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0350, loss_rpn_bbox: 0.0450, loss_cls: 0.2163, acc: 92.2209, loss_bbox: 0.2751, loss_mask: 0.2589, loss: 0.8302 +2024-05-27 17:49:11,367 - mmdet - INFO - Epoch [5][2150/7330] lr: 2.774e-05, eta: 5:41:34, time: 0.364, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0366, loss_rpn_bbox: 0.0476, loss_cls: 0.2236, acc: 92.1841, loss_bbox: 0.2730, loss_mask: 0.2584, loss: 0.8393 +2024-05-27 17:49:29,559 - mmdet - INFO - Epoch [5][2200/7330] lr: 2.774e-05, eta: 5:41:16, time: 0.364, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0368, loss_rpn_bbox: 0.0470, loss_cls: 0.2249, acc: 92.0986, loss_bbox: 0.2737, loss_mask: 0.2633, loss: 0.8457 +2024-05-27 17:49:47,654 - mmdet - INFO - Epoch [5][2250/7330] lr: 2.774e-05, eta: 5:40:57, time: 0.362, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0375, loss_rpn_bbox: 0.0494, loss_cls: 0.2367, acc: 91.6560, loss_bbox: 0.2865, loss_mask: 0.2598, loss: 0.8699 +2024-05-27 17:50:05,878 - mmdet - INFO - Epoch [5][2300/7330] lr: 2.774e-05, eta: 5:40:39, time: 0.364, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0349, loss_rpn_bbox: 0.0459, loss_cls: 0.2233, acc: 92.0635, loss_bbox: 0.2751, loss_mask: 0.2583, loss: 0.8376 +2024-05-27 17:50:24,251 - mmdet - INFO - Epoch [5][2350/7330] lr: 2.774e-05, eta: 5:40:22, time: 0.367, data_time: 0.018, memory: 7919, loss_rpn_cls: 0.0369, loss_rpn_bbox: 0.0515, loss_cls: 0.2326, acc: 91.7761, loss_bbox: 0.2862, loss_mask: 0.2613, loss: 0.8685 +2024-05-27 17:50:42,444 - mmdet - INFO - Epoch [5][2400/7330] lr: 2.774e-05, eta: 5:40:04, time: 0.364, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0357, loss_rpn_bbox: 0.0479, loss_cls: 0.2268, acc: 91.8691, loss_bbox: 0.2799, loss_mask: 0.2531, loss: 0.8434 +2024-05-27 17:51:00,891 - mmdet - INFO - Epoch [5][2450/7330] lr: 2.774e-05, eta: 5:39:46, time: 0.369, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0377, loss_rpn_bbox: 0.0505, loss_cls: 0.2389, acc: 91.5723, loss_bbox: 0.2886, loss_mask: 0.2648, loss: 0.8805 +2024-05-27 17:51:19,119 - mmdet - INFO - Epoch [5][2500/7330] lr: 2.774e-05, eta: 5:39:28, time: 0.365, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0375, loss_rpn_bbox: 0.0492, loss_cls: 0.2335, acc: 91.7188, loss_bbox: 0.2874, loss_mask: 0.2636, loss: 0.8712 +2024-05-27 17:51:37,270 - mmdet - INFO - Epoch [5][2550/7330] lr: 2.774e-05, eta: 5:39:10, time: 0.363, data_time: 0.018, memory: 7919, loss_rpn_cls: 0.0367, loss_rpn_bbox: 0.0515, loss_cls: 0.2420, acc: 91.4360, loss_bbox: 0.2948, loss_mask: 0.2638, loss: 0.8889 +2024-05-27 17:51:55,371 - mmdet - INFO - Epoch [5][2600/7330] lr: 2.774e-05, eta: 5:38:52, time: 0.362, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0382, loss_rpn_bbox: 0.0484, loss_cls: 0.2310, acc: 91.8921, loss_bbox: 0.2772, loss_mask: 0.2610, loss: 0.8559 +2024-05-27 17:52:13,583 - mmdet - INFO - Epoch [5][2650/7330] lr: 2.774e-05, eta: 5:38:34, time: 0.364, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0374, loss_rpn_bbox: 0.0474, loss_cls: 0.2234, acc: 92.2144, loss_bbox: 0.2735, loss_mask: 0.2607, loss: 0.8425 +2024-05-27 17:52:31,841 - mmdet - INFO - Epoch [5][2700/7330] lr: 2.774e-05, eta: 5:38:16, time: 0.365, data_time: 0.018, memory: 7919, loss_rpn_cls: 0.0358, loss_rpn_bbox: 0.0480, loss_cls: 0.2270, acc: 92.0989, loss_bbox: 0.2784, loss_mask: 0.2671, loss: 0.8562 +2024-05-27 17:52:50,006 - mmdet - INFO - Epoch [5][2750/7330] lr: 2.774e-05, eta: 5:37:58, time: 0.363, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0375, loss_rpn_bbox: 0.0510, loss_cls: 0.2286, acc: 91.9702, loss_bbox: 0.2794, loss_mask: 0.2627, loss: 0.8591 +2024-05-27 17:53:08,408 - mmdet - INFO - Epoch [5][2800/7330] lr: 2.774e-05, eta: 5:37:40, time: 0.368, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0386, loss_rpn_bbox: 0.0515, loss_cls: 0.2303, acc: 91.7974, loss_bbox: 0.2833, loss_mask: 0.2592, loss: 0.8629 +2024-05-27 17:53:26,478 - mmdet - INFO - Epoch [5][2850/7330] lr: 2.774e-05, eta: 5:37:22, time: 0.361, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0337, loss_rpn_bbox: 0.0452, loss_cls: 0.2276, acc: 92.0188, loss_bbox: 0.2752, loss_mask: 0.2651, loss: 0.8468 +2024-05-27 17:53:44,592 - mmdet - INFO - Epoch [5][2900/7330] lr: 2.774e-05, eta: 5:37:04, time: 0.362, data_time: 0.018, memory: 7919, loss_rpn_cls: 0.0392, loss_rpn_bbox: 0.0499, loss_cls: 0.2238, acc: 92.0359, loss_bbox: 0.2706, loss_mask: 0.2616, loss: 0.8451 +2024-05-27 17:54:02,964 - mmdet - INFO - Epoch [5][2950/7330] lr: 2.774e-05, eta: 5:36:46, time: 0.367, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0358, loss_rpn_bbox: 0.0481, loss_cls: 0.2283, acc: 91.7852, loss_bbox: 0.2843, loss_mask: 0.2636, loss: 0.8601 +2024-05-27 17:54:21,256 - mmdet - INFO - Epoch [5][3000/7330] lr: 2.774e-05, eta: 5:36:28, time: 0.366, data_time: 0.020, memory: 7919, loss_rpn_cls: 0.0386, loss_rpn_bbox: 0.0503, loss_cls: 0.2372, acc: 91.5459, loss_bbox: 0.2910, loss_mask: 0.2595, loss: 0.8766 +2024-05-27 17:54:39,214 - mmdet - INFO - Epoch [5][3050/7330] lr: 2.774e-05, eta: 5:36:10, time: 0.359, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0366, loss_rpn_bbox: 0.0481, loss_cls: 0.2179, acc: 92.2432, loss_bbox: 0.2679, loss_mask: 0.2567, loss: 0.8272 +2024-05-27 17:54:57,395 - mmdet - INFO - Epoch [5][3100/7330] lr: 2.774e-05, eta: 5:35:51, time: 0.364, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0453, loss_cls: 0.2126, acc: 92.4949, loss_bbox: 0.2611, loss_mask: 0.2507, loss: 0.8044 +2024-05-27 17:55:15,596 - mmdet - INFO - Epoch [5][3150/7330] lr: 2.774e-05, eta: 5:35:33, time: 0.364, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0341, loss_rpn_bbox: 0.0470, loss_cls: 0.2265, acc: 91.8308, loss_bbox: 0.2852, loss_mask: 0.2535, loss: 0.8464 +2024-05-27 17:55:33,768 - mmdet - INFO - Epoch [5][3200/7330] lr: 2.774e-05, eta: 5:35:15, time: 0.363, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0376, loss_rpn_bbox: 0.0478, loss_cls: 0.2303, acc: 92.0315, loss_bbox: 0.2720, loss_mask: 0.2547, loss: 0.8425 +2024-05-27 17:55:52,135 - mmdet - INFO - Epoch [5][3250/7330] lr: 2.774e-05, eta: 5:34:58, time: 0.367, data_time: 0.019, memory: 7919, loss_rpn_cls: 0.0378, loss_rpn_bbox: 0.0499, loss_cls: 0.2358, acc: 91.7939, loss_bbox: 0.2819, loss_mask: 0.2650, loss: 0.8703 +2024-05-27 17:56:10,272 - mmdet - INFO - Epoch [5][3300/7330] lr: 2.774e-05, eta: 5:34:39, time: 0.363, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0366, loss_rpn_bbox: 0.0481, loss_cls: 0.2260, acc: 91.9958, loss_bbox: 0.2767, loss_mask: 0.2593, loss: 0.8467 +2024-05-27 17:56:28,467 - mmdet - INFO - Epoch [5][3350/7330] lr: 2.774e-05, eta: 5:34:21, time: 0.364, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0346, loss_rpn_bbox: 0.0460, loss_cls: 0.2187, acc: 92.1709, loss_bbox: 0.2744, loss_mask: 0.2492, loss: 0.8230 +2024-05-27 17:56:46,575 - mmdet - INFO - Epoch [5][3400/7330] lr: 2.774e-05, eta: 5:34:03, time: 0.362, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0366, loss_rpn_bbox: 0.0453, loss_cls: 0.2170, acc: 92.1741, loss_bbox: 0.2716, loss_mask: 0.2570, loss: 0.8275 +2024-05-27 17:57:04,943 - mmdet - INFO - Epoch [5][3450/7330] lr: 2.774e-05, eta: 5:33:45, time: 0.367, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0411, loss_rpn_bbox: 0.0484, loss_cls: 0.2372, acc: 91.6848, loss_bbox: 0.2908, loss_mask: 0.2673, loss: 0.8848 +2024-05-27 17:57:23,128 - mmdet - INFO - Epoch [5][3500/7330] lr: 2.774e-05, eta: 5:33:27, time: 0.364, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0387, loss_rpn_bbox: 0.0488, loss_cls: 0.2342, acc: 91.6936, loss_bbox: 0.2889, loss_mask: 0.2622, loss: 0.8729 +2024-05-27 17:57:41,294 - mmdet - INFO - Epoch [5][3550/7330] lr: 2.774e-05, eta: 5:33:09, time: 0.363, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0361, loss_rpn_bbox: 0.0465, loss_cls: 0.2236, acc: 92.1245, loss_bbox: 0.2755, loss_mask: 0.2608, loss: 0.8424 +2024-05-27 17:57:59,584 - mmdet - INFO - Epoch [5][3600/7330] lr: 2.774e-05, eta: 5:32:51, time: 0.366, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0370, loss_rpn_bbox: 0.0496, loss_cls: 0.2256, acc: 91.8867, loss_bbox: 0.2805, loss_mask: 0.2547, loss: 0.8474 +2024-05-27 17:58:17,924 - mmdet - INFO - Epoch [5][3650/7330] lr: 2.774e-05, eta: 5:32:33, time: 0.367, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0360, loss_rpn_bbox: 0.0475, loss_cls: 0.2259, acc: 92.0247, loss_bbox: 0.2792, loss_mask: 0.2588, loss: 0.8475 +2024-05-27 17:58:36,245 - mmdet - INFO - Epoch [5][3700/7330] lr: 2.774e-05, eta: 5:32:16, time: 0.366, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0344, loss_rpn_bbox: 0.0493, loss_cls: 0.2240, acc: 92.0503, loss_bbox: 0.2795, loss_mask: 0.2514, loss: 0.8385 +2024-05-27 17:58:54,434 - mmdet - INFO - Epoch [5][3750/7330] lr: 2.774e-05, eta: 5:31:58, time: 0.364, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0364, loss_rpn_bbox: 0.0462, loss_cls: 0.2189, acc: 92.2847, loss_bbox: 0.2743, loss_mask: 0.2605, loss: 0.8363 +2024-05-27 17:59:12,641 - mmdet - INFO - Epoch [5][3800/7330] lr: 2.774e-05, eta: 5:31:40, time: 0.364, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0381, loss_rpn_bbox: 0.0482, loss_cls: 0.2289, acc: 91.8850, loss_bbox: 0.2842, loss_mask: 0.2547, loss: 0.8540 +2024-05-27 17:59:30,660 - mmdet - INFO - Epoch [5][3850/7330] lr: 2.774e-05, eta: 5:31:21, time: 0.360, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0461, loss_cls: 0.2190, acc: 92.3296, loss_bbox: 0.2658, loss_mask: 0.2561, loss: 0.8218 +2024-05-27 17:59:49,107 - mmdet - INFO - Epoch [5][3900/7330] lr: 2.774e-05, eta: 5:31:04, time: 0.369, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0396, loss_rpn_bbox: 0.0526, loss_cls: 0.2454, acc: 91.3879, loss_bbox: 0.3006, loss_mask: 0.2659, loss: 0.9042 +2024-05-27 18:00:07,426 - mmdet - INFO - Epoch [5][3950/7330] lr: 2.774e-05, eta: 5:30:46, time: 0.366, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0463, loss_cls: 0.2193, acc: 92.1055, loss_bbox: 0.2808, loss_mask: 0.2570, loss: 0.8374 +2024-05-27 18:00:25,453 - mmdet - INFO - Epoch [5][4000/7330] lr: 2.774e-05, eta: 5:30:27, time: 0.361, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0451, loss_cls: 0.2238, acc: 92.1768, loss_bbox: 0.2735, loss_mask: 0.2597, loss: 0.8350 +2024-05-27 18:00:43,736 - mmdet - INFO - Epoch [5][4050/7330] lr: 2.774e-05, eta: 5:30:09, time: 0.366, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0350, loss_rpn_bbox: 0.0488, loss_cls: 0.2399, acc: 91.6345, loss_bbox: 0.2839, loss_mask: 0.2581, loss: 0.8657 +2024-05-27 18:01:02,031 - mmdet - INFO - Epoch [5][4100/7330] lr: 2.774e-05, eta: 5:29:52, time: 0.366, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0372, loss_rpn_bbox: 0.0474, loss_cls: 0.2366, acc: 91.6069, loss_bbox: 0.2879, loss_mask: 0.2532, loss: 0.8623 +2024-05-27 18:01:20,397 - mmdet - INFO - Epoch [5][4150/7330] lr: 2.774e-05, eta: 5:29:34, time: 0.367, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0376, loss_rpn_bbox: 0.0512, loss_cls: 0.2361, acc: 91.5525, loss_bbox: 0.2849, loss_mask: 0.2612, loss: 0.8711 +2024-05-27 18:01:38,663 - mmdet - INFO - Epoch [5][4200/7330] lr: 2.774e-05, eta: 5:29:16, time: 0.365, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0373, loss_rpn_bbox: 0.0498, loss_cls: 0.2309, acc: 91.8718, loss_bbox: 0.2816, loss_mask: 0.2623, loss: 0.8619 +2024-05-27 18:01:56,840 - mmdet - INFO - Epoch [5][4250/7330] lr: 2.774e-05, eta: 5:28:58, time: 0.364, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0412, loss_rpn_bbox: 0.0505, loss_cls: 0.2373, acc: 91.5989, loss_bbox: 0.2880, loss_mask: 0.2615, loss: 0.8785 +2024-05-27 18:02:15,033 - mmdet - INFO - Epoch [5][4300/7330] lr: 2.774e-05, eta: 5:28:40, time: 0.364, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0378, loss_rpn_bbox: 0.0473, loss_cls: 0.2276, acc: 92.0620, loss_bbox: 0.2737, loss_mask: 0.2625, loss: 0.8488 +2024-05-27 18:02:33,226 - mmdet - INFO - Epoch [5][4350/7330] lr: 2.774e-05, eta: 5:28:22, time: 0.364, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0346, loss_rpn_bbox: 0.0456, loss_cls: 0.2264, acc: 92.2046, loss_bbox: 0.2702, loss_mask: 0.2628, loss: 0.8396 +2024-05-27 18:02:51,361 - mmdet - INFO - Epoch [5][4400/7330] lr: 2.774e-05, eta: 5:28:03, time: 0.363, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0379, loss_rpn_bbox: 0.0478, loss_cls: 0.2277, acc: 91.9944, loss_bbox: 0.2800, loss_mask: 0.2585, loss: 0.8520 +2024-05-27 18:03:09,477 - mmdet - INFO - Epoch [5][4450/7330] lr: 2.774e-05, eta: 5:27:45, time: 0.362, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0360, loss_rpn_bbox: 0.0480, loss_cls: 0.2308, acc: 92.0146, loss_bbox: 0.2762, loss_mask: 0.2616, loss: 0.8526 +2024-05-27 18:03:27,694 - mmdet - INFO - Epoch [5][4500/7330] lr: 2.774e-05, eta: 5:27:27, time: 0.364, data_time: 0.019, memory: 7919, loss_rpn_cls: 0.0360, loss_rpn_bbox: 0.0489, loss_cls: 0.2454, acc: 91.4177, loss_bbox: 0.2922, loss_mask: 0.2620, loss: 0.8845 +2024-05-27 18:03:45,929 - mmdet - INFO - Epoch [5][4550/7330] lr: 2.774e-05, eta: 5:27:09, time: 0.365, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0366, loss_rpn_bbox: 0.0486, loss_cls: 0.2342, acc: 91.7095, loss_bbox: 0.2922, loss_mask: 0.2566, loss: 0.8682 +2024-05-27 18:04:04,273 - mmdet - INFO - Epoch [5][4600/7330] lr: 2.774e-05, eta: 5:26:51, time: 0.367, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0367, loss_rpn_bbox: 0.0478, loss_cls: 0.2230, acc: 92.0859, loss_bbox: 0.2749, loss_mask: 0.2545, loss: 0.8369 +2024-05-27 18:04:22,559 - mmdet - INFO - Epoch [5][4650/7330] lr: 2.774e-05, eta: 5:26:33, time: 0.366, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0354, loss_rpn_bbox: 0.0491, loss_cls: 0.2324, acc: 91.9612, loss_bbox: 0.2816, loss_mask: 0.2617, loss: 0.8603 +2024-05-27 18:04:40,834 - mmdet - INFO - Epoch [5][4700/7330] lr: 2.774e-05, eta: 5:26:15, time: 0.366, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0376, loss_rpn_bbox: 0.0495, loss_cls: 0.2404, acc: 91.7666, loss_bbox: 0.2856, loss_mask: 0.2596, loss: 0.8729 +2024-05-27 18:04:59,090 - mmdet - INFO - Epoch [5][4750/7330] lr: 2.774e-05, eta: 5:25:57, time: 0.365, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0370, loss_rpn_bbox: 0.0478, loss_cls: 0.2243, acc: 91.9832, loss_bbox: 0.2786, loss_mask: 0.2571, loss: 0.8448 +2024-05-27 18:05:17,135 - mmdet - INFO - Epoch [5][4800/7330] lr: 2.774e-05, eta: 5:25:39, time: 0.361, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0376, loss_rpn_bbox: 0.0498, loss_cls: 0.2220, acc: 92.1199, loss_bbox: 0.2806, loss_mask: 0.2579, loss: 0.8478 +2024-05-27 18:05:35,422 - mmdet - INFO - Epoch [5][4850/7330] lr: 2.774e-05, eta: 5:25:21, time: 0.366, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0371, loss_rpn_bbox: 0.0487, loss_cls: 0.2348, acc: 91.7000, loss_bbox: 0.2917, loss_mask: 0.2617, loss: 0.8741 +2024-05-27 18:05:53,738 - mmdet - INFO - Epoch [5][4900/7330] lr: 2.774e-05, eta: 5:25:03, time: 0.366, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0442, loss_cls: 0.2246, acc: 92.1521, loss_bbox: 0.2751, loss_mask: 0.2535, loss: 0.8305 +2024-05-27 18:06:11,953 - mmdet - INFO - Epoch [5][4950/7330] lr: 2.774e-05, eta: 5:24:45, time: 0.364, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0352, loss_rpn_bbox: 0.0465, loss_cls: 0.2222, acc: 92.2466, loss_bbox: 0.2704, loss_mask: 0.2586, loss: 0.8329 +2024-05-27 18:06:30,063 - mmdet - INFO - Epoch [5][5000/7330] lr: 2.774e-05, eta: 5:24:27, time: 0.362, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0405, loss_rpn_bbox: 0.0507, loss_cls: 0.2429, acc: 91.6526, loss_bbox: 0.2849, loss_mask: 0.2680, loss: 0.8871 +2024-05-27 18:06:48,479 - mmdet - INFO - Epoch [5][5050/7330] lr: 2.774e-05, eta: 5:24:09, time: 0.368, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0411, loss_rpn_bbox: 0.0532, loss_cls: 0.2389, acc: 91.5884, loss_bbox: 0.2900, loss_mask: 0.2684, loss: 0.8917 +2024-05-27 18:07:06,579 - mmdet - INFO - Epoch [5][5100/7330] lr: 2.774e-05, eta: 5:23:51, time: 0.362, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0372, loss_rpn_bbox: 0.0484, loss_cls: 0.2254, acc: 92.0972, loss_bbox: 0.2784, loss_mask: 0.2616, loss: 0.8511 +2024-05-27 18:07:24,657 - mmdet - INFO - Epoch [5][5150/7330] lr: 2.774e-05, eta: 5:23:33, time: 0.362, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0453, loss_cls: 0.2195, acc: 92.3416, loss_bbox: 0.2643, loss_mask: 0.2492, loss: 0.8116 +2024-05-27 18:07:42,829 - mmdet - INFO - Epoch [5][5200/7330] lr: 2.774e-05, eta: 5:23:15, time: 0.363, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0371, loss_rpn_bbox: 0.0465, loss_cls: 0.2259, acc: 92.1763, loss_bbox: 0.2772, loss_mask: 0.2607, loss: 0.8474 +2024-05-27 18:08:01,100 - mmdet - INFO - Epoch [5][5250/7330] lr: 2.774e-05, eta: 5:22:57, time: 0.365, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0457, loss_cls: 0.2200, acc: 92.2451, loss_bbox: 0.2736, loss_mask: 0.2535, loss: 0.8263 +2024-05-27 18:08:19,387 - mmdet - INFO - Epoch [5][5300/7330] lr: 2.774e-05, eta: 5:22:39, time: 0.366, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0465, loss_cls: 0.2371, acc: 91.7114, loss_bbox: 0.2851, loss_mask: 0.2593, loss: 0.8627 +2024-05-27 18:08:37,574 - mmdet - INFO - Epoch [5][5350/7330] lr: 2.774e-05, eta: 5:22:21, time: 0.364, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0358, loss_rpn_bbox: 0.0470, loss_cls: 0.2163, acc: 92.3088, loss_bbox: 0.2706, loss_mask: 0.2505, loss: 0.8201 +2024-05-27 18:08:55,925 - mmdet - INFO - Epoch [5][5400/7330] lr: 2.774e-05, eta: 5:22:03, time: 0.367, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0367, loss_rpn_bbox: 0.0472, loss_cls: 0.2311, acc: 91.7251, loss_bbox: 0.2893, loss_mask: 0.2614, loss: 0.8657 +2024-05-27 18:09:14,117 - mmdet - INFO - Epoch [5][5450/7330] lr: 2.774e-05, eta: 5:21:45, time: 0.364, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.0466, loss_cls: 0.2218, acc: 92.0955, loss_bbox: 0.2776, loss_mask: 0.2481, loss: 0.8286 +2024-05-27 18:09:32,356 - mmdet - INFO - Epoch [5][5500/7330] lr: 2.774e-05, eta: 5:21:27, time: 0.365, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0356, loss_rpn_bbox: 0.0501, loss_cls: 0.2286, acc: 91.9985, loss_bbox: 0.2761, loss_mask: 0.2553, loss: 0.8457 +2024-05-27 18:09:50,530 - mmdet - INFO - Epoch [5][5550/7330] lr: 2.774e-05, eta: 5:21:09, time: 0.363, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0346, loss_rpn_bbox: 0.0454, loss_cls: 0.2225, acc: 92.1213, loss_bbox: 0.2718, loss_mask: 0.2538, loss: 0.8281 +2024-05-27 18:10:08,732 - mmdet - INFO - Epoch [5][5600/7330] lr: 2.774e-05, eta: 5:20:51, time: 0.364, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0436, loss_cls: 0.2280, acc: 92.1360, loss_bbox: 0.2704, loss_mask: 0.2503, loss: 0.8261 +2024-05-27 18:10:26,926 - mmdet - INFO - Epoch [5][5650/7330] lr: 2.774e-05, eta: 5:20:33, time: 0.364, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0348, loss_rpn_bbox: 0.0460, loss_cls: 0.2220, acc: 92.1318, loss_bbox: 0.2772, loss_mask: 0.2568, loss: 0.8369 +2024-05-27 18:10:45,090 - mmdet - INFO - Epoch [5][5700/7330] lr: 2.774e-05, eta: 5:20:15, time: 0.363, data_time: 0.013, memory: 7919, loss_rpn_cls: 0.0341, loss_rpn_bbox: 0.0475, loss_cls: 0.2204, acc: 92.1331, loss_bbox: 0.2736, loss_mask: 0.2560, loss: 0.8316 +2024-05-27 18:11:03,153 - mmdet - INFO - Epoch [5][5750/7330] lr: 2.774e-05, eta: 5:19:56, time: 0.361, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0363, loss_rpn_bbox: 0.0463, loss_cls: 0.2227, acc: 92.1775, loss_bbox: 0.2683, loss_mask: 0.2622, loss: 0.8359 +2024-05-27 18:11:21,131 - mmdet - INFO - Epoch [5][5800/7330] lr: 2.774e-05, eta: 5:19:38, time: 0.360, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0435, loss_cls: 0.2231, acc: 92.2207, loss_bbox: 0.2669, loss_mask: 0.2508, loss: 0.8170 +2024-05-27 18:11:39,431 - mmdet - INFO - Epoch [5][5850/7330] lr: 2.774e-05, eta: 5:19:20, time: 0.366, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0348, loss_rpn_bbox: 0.0488, loss_cls: 0.2281, acc: 91.9104, loss_bbox: 0.2779, loss_mask: 0.2568, loss: 0.8464 +2024-05-27 18:11:57,776 - mmdet - INFO - Epoch [5][5900/7330] lr: 2.774e-05, eta: 5:19:02, time: 0.367, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0366, loss_rpn_bbox: 0.0503, loss_cls: 0.2334, acc: 91.8232, loss_bbox: 0.2820, loss_mask: 0.2583, loss: 0.8606 +2024-05-27 18:12:15,901 - mmdet - INFO - Epoch [5][5950/7330] lr: 2.774e-05, eta: 5:18:44, time: 0.362, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0448, loss_cls: 0.2154, acc: 92.3728, loss_bbox: 0.2647, loss_mask: 0.2499, loss: 0.8087 +2024-05-27 18:12:34,111 - mmdet - INFO - Epoch [5][6000/7330] lr: 2.774e-05, eta: 5:18:26, time: 0.364, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0344, loss_rpn_bbox: 0.0481, loss_cls: 0.2289, acc: 91.8870, loss_bbox: 0.2826, loss_mask: 0.2562, loss: 0.8503 +2024-05-27 18:12:52,232 - mmdet - INFO - Epoch [5][6050/7330] lr: 2.774e-05, eta: 5:18:08, time: 0.362, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0371, loss_rpn_bbox: 0.0498, loss_cls: 0.2226, acc: 92.1929, loss_bbox: 0.2750, loss_mask: 0.2615, loss: 0.8460 +2024-05-27 18:13:10,421 - mmdet - INFO - Epoch [5][6100/7330] lr: 2.774e-05, eta: 5:17:50, time: 0.364, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0373, loss_rpn_bbox: 0.0481, loss_cls: 0.2353, acc: 91.6665, loss_bbox: 0.2841, loss_mask: 0.2672, loss: 0.8719 +2024-05-27 18:13:28,671 - mmdet - INFO - Epoch [5][6150/7330] lr: 2.774e-05, eta: 5:17:32, time: 0.365, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0490, loss_cls: 0.2333, acc: 91.7522, loss_bbox: 0.2889, loss_mask: 0.2554, loss: 0.8607 +2024-05-27 18:13:46,964 - mmdet - INFO - Epoch [5][6200/7330] lr: 2.774e-05, eta: 5:17:14, time: 0.366, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0378, loss_rpn_bbox: 0.0482, loss_cls: 0.2312, acc: 92.0720, loss_bbox: 0.2764, loss_mask: 0.2572, loss: 0.8508 +2024-05-27 18:14:05,232 - mmdet - INFO - Epoch [5][6250/7330] lr: 2.774e-05, eta: 5:16:56, time: 0.365, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0349, loss_rpn_bbox: 0.0452, loss_cls: 0.2230, acc: 92.1672, loss_bbox: 0.2715, loss_mask: 0.2544, loss: 0.8290 +2024-05-27 18:14:23,379 - mmdet - INFO - Epoch [5][6300/7330] lr: 2.774e-05, eta: 5:16:38, time: 0.363, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0337, loss_rpn_bbox: 0.0480, loss_cls: 0.2158, acc: 92.3420, loss_bbox: 0.2661, loss_mask: 0.2519, loss: 0.8153 +2024-05-27 18:14:41,578 - mmdet - INFO - Epoch [5][6350/7330] lr: 2.774e-05, eta: 5:16:19, time: 0.364, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0341, loss_rpn_bbox: 0.0490, loss_cls: 0.2260, acc: 91.8955, loss_bbox: 0.2774, loss_mask: 0.2587, loss: 0.8452 +2024-05-27 18:14:59,808 - mmdet - INFO - Epoch [5][6400/7330] lr: 2.774e-05, eta: 5:16:01, time: 0.365, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0399, loss_rpn_bbox: 0.0493, loss_cls: 0.2299, acc: 91.9507, loss_bbox: 0.2775, loss_mask: 0.2523, loss: 0.8488 +2024-05-27 18:15:17,984 - mmdet - INFO - Epoch [5][6450/7330] lr: 2.774e-05, eta: 5:15:43, time: 0.363, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0359, loss_rpn_bbox: 0.0460, loss_cls: 0.2252, acc: 92.1548, loss_bbox: 0.2693, loss_mask: 0.2540, loss: 0.8305 +2024-05-27 18:15:36,245 - mmdet - INFO - Epoch [5][6500/7330] lr: 2.774e-05, eta: 5:15:25, time: 0.365, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0388, loss_rpn_bbox: 0.0516, loss_cls: 0.2360, acc: 91.7249, loss_bbox: 0.2851, loss_mask: 0.2556, loss: 0.8671 +2024-05-27 18:15:54,631 - mmdet - INFO - Epoch [5][6550/7330] lr: 2.774e-05, eta: 5:15:08, time: 0.368, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0472, loss_cls: 0.2220, acc: 92.1196, loss_bbox: 0.2750, loss_mask: 0.2529, loss: 0.8308 +2024-05-27 18:16:12,830 - mmdet - INFO - Epoch [5][6600/7330] lr: 2.774e-05, eta: 5:14:49, time: 0.364, data_time: 0.018, memory: 7919, loss_rpn_cls: 0.0381, loss_rpn_bbox: 0.0488, loss_cls: 0.2295, acc: 91.9048, loss_bbox: 0.2785, loss_mask: 0.2506, loss: 0.8455 +2024-05-27 18:16:31,151 - mmdet - INFO - Epoch [5][6650/7330] lr: 2.774e-05, eta: 5:14:32, time: 0.366, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0363, loss_rpn_bbox: 0.0484, loss_cls: 0.2281, acc: 91.9812, loss_bbox: 0.2764, loss_mask: 0.2588, loss: 0.8479 +2024-05-27 18:16:49,470 - mmdet - INFO - Epoch [5][6700/7330] lr: 2.774e-05, eta: 5:14:14, time: 0.366, data_time: 0.018, memory: 7919, loss_rpn_cls: 0.0375, loss_rpn_bbox: 0.0494, loss_cls: 0.2307, acc: 91.7942, loss_bbox: 0.2789, loss_mask: 0.2596, loss: 0.8561 +2024-05-27 18:17:07,686 - mmdet - INFO - Epoch [5][6750/7330] lr: 2.774e-05, eta: 5:13:56, time: 0.364, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0394, loss_rpn_bbox: 0.0515, loss_cls: 0.2364, acc: 91.7124, loss_bbox: 0.2853, loss_mask: 0.2585, loss: 0.8711 +2024-05-27 18:17:25,845 - mmdet - INFO - Epoch [5][6800/7330] lr: 2.774e-05, eta: 5:13:37, time: 0.363, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0452, loss_cls: 0.2124, acc: 92.4519, loss_bbox: 0.2652, loss_mask: 0.2486, loss: 0.8049 +2024-05-27 18:17:44,286 - mmdet - INFO - Epoch [5][6850/7330] lr: 2.774e-05, eta: 5:13:20, time: 0.369, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0381, loss_rpn_bbox: 0.0476, loss_cls: 0.2315, acc: 91.7744, loss_bbox: 0.2905, loss_mask: 0.2614, loss: 0.8691 +2024-05-27 18:18:02,560 - mmdet - INFO - Epoch [5][6900/7330] lr: 2.774e-05, eta: 5:13:02, time: 0.366, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0368, loss_rpn_bbox: 0.0482, loss_cls: 0.2277, acc: 91.9170, loss_bbox: 0.2802, loss_mask: 0.2610, loss: 0.8538 +2024-05-27 18:18:20,745 - mmdet - INFO - Epoch [5][6950/7330] lr: 2.774e-05, eta: 5:12:44, time: 0.364, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0351, loss_rpn_bbox: 0.0467, loss_cls: 0.2255, acc: 92.1316, loss_bbox: 0.2700, loss_mask: 0.2586, loss: 0.8359 +2024-05-27 18:18:39,013 - mmdet - INFO - Epoch [5][7000/7330] lr: 2.774e-05, eta: 5:12:26, time: 0.365, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0360, loss_rpn_bbox: 0.0484, loss_cls: 0.2258, acc: 92.1809, loss_bbox: 0.2773, loss_mask: 0.2551, loss: 0.8426 +2024-05-27 18:18:57,300 - mmdet - INFO - Epoch [5][7050/7330] lr: 2.774e-05, eta: 5:12:08, time: 0.366, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0349, loss_rpn_bbox: 0.0466, loss_cls: 0.2273, acc: 91.9858, loss_bbox: 0.2784, loss_mask: 0.2625, loss: 0.8496 +2024-05-27 18:19:15,486 - mmdet - INFO - Epoch [5][7100/7330] lr: 2.774e-05, eta: 5:11:50, time: 0.364, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0479, loss_cls: 0.2279, acc: 92.0125, loss_bbox: 0.2771, loss_mask: 0.2545, loss: 0.8403 +2024-05-27 18:19:33,721 - mmdet - INFO - Epoch [5][7150/7330] lr: 2.774e-05, eta: 5:11:32, time: 0.365, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0348, loss_rpn_bbox: 0.0455, loss_cls: 0.2190, acc: 92.3755, loss_bbox: 0.2653, loss_mask: 0.2491, loss: 0.8137 +2024-05-27 18:19:52,065 - mmdet - INFO - Epoch [5][7200/7330] lr: 2.774e-05, eta: 5:11:14, time: 0.367, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0346, loss_rpn_bbox: 0.0480, loss_cls: 0.2290, acc: 91.9099, loss_bbox: 0.2804, loss_mask: 0.2531, loss: 0.8452 +2024-05-27 18:20:10,476 - mmdet - INFO - Epoch [5][7250/7330] lr: 2.774e-05, eta: 5:10:56, time: 0.368, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0393, loss_rpn_bbox: 0.0480, loss_cls: 0.2323, acc: 91.7427, loss_bbox: 0.2846, loss_mask: 0.2535, loss: 0.8576 +2024-05-27 18:20:28,855 - mmdet - INFO - Epoch [5][7300/7330] lr: 2.774e-05, eta: 5:10:38, time: 0.368, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0352, loss_rpn_bbox: 0.0478, loss_cls: 0.2298, acc: 91.9788, loss_bbox: 0.2788, loss_mask: 0.2599, loss: 0.8515 +2024-05-27 18:20:40,582 - mmdet - INFO - Saving checkpoint at 5 epochs +2024-05-27 18:21:37,630 - mmdet - INFO - Evaluating bbox... +2024-05-27 18:22:06,361 - mmdet - INFO - + Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.405 + Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.664 + Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.436 + Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.259 + Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.449 + Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.546 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.538 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.538 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.538 + Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.360 + Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.596 + Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.693 + +2024-05-27 18:22:06,362 - mmdet - INFO - Evaluating segm... +2024-05-27 18:22:36,837 - mmdet - INFO - + Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.385 + Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.628 + Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.407 + Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.182 + Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.424 + Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.597 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.510 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.510 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.510 + Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.309 + Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.566 + Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.701 + +2024-05-27 18:22:37,328 - mmdet - INFO - Exp name: mask_rcnn_deit_vit_l_fpn_1x_coco_bs16.py +2024-05-27 18:22:37,328 - mmdet - INFO - Epoch(val) [5][625] bbox_mAP: 0.4050, bbox_mAP_50: 0.6640, bbox_mAP_75: 0.4360, bbox_mAP_s: 0.2590, bbox_mAP_m: 0.4490, bbox_mAP_l: 0.5460, bbox_mAP_copypaste: 0.405 0.664 0.436 0.259 0.449 0.546, segm_mAP: 0.3850, segm_mAP_50: 0.6280, segm_mAP_75: 0.4070, segm_mAP_s: 0.1820, segm_mAP_m: 0.4240, segm_mAP_l: 0.5970, segm_mAP_copypaste: 0.385 0.628 0.407 0.182 0.424 0.597 +2024-05-27 18:23:01,070 - mmdet - INFO - Epoch [6][50/7330] lr: 2.774e-05, eta: 5:10:02, time: 0.475, data_time: 0.081, memory: 7919, loss_rpn_cls: 0.0352, loss_rpn_bbox: 0.0466, loss_cls: 0.2133, acc: 92.4028, loss_bbox: 0.2639, loss_mask: 0.2521, loss: 0.8111 +2024-05-27 18:23:19,263 - mmdet - INFO - Epoch [6][100/7330] lr: 2.774e-05, eta: 5:09:44, time: 0.364, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0458, loss_cls: 0.2231, acc: 91.9351, loss_bbox: 0.2763, loss_mask: 0.2509, loss: 0.8304 +2024-05-27 18:23:37,613 - mmdet - INFO - Epoch [6][150/7330] lr: 2.774e-05, eta: 5:09:26, time: 0.367, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0451, loss_cls: 0.2132, acc: 92.2700, loss_bbox: 0.2712, loss_mask: 0.2455, loss: 0.8055 +2024-05-27 18:23:56,006 - mmdet - INFO - Epoch [6][200/7330] lr: 2.774e-05, eta: 5:09:08, time: 0.368, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0472, loss_cls: 0.2179, acc: 92.1899, loss_bbox: 0.2724, loss_mask: 0.2495, loss: 0.8194 +2024-05-27 18:24:14,163 - mmdet - INFO - Epoch [6][250/7330] lr: 2.774e-05, eta: 5:08:50, time: 0.363, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0464, loss_cls: 0.2191, acc: 92.1384, loss_bbox: 0.2740, loss_mask: 0.2549, loss: 0.8291 +2024-05-27 18:24:32,461 - mmdet - INFO - Epoch [6][300/7330] lr: 2.774e-05, eta: 5:08:32, time: 0.366, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0348, loss_rpn_bbox: 0.0463, loss_cls: 0.2162, acc: 92.2468, loss_bbox: 0.2706, loss_mask: 0.2537, loss: 0.8216 +2024-05-27 18:24:53,573 - mmdet - INFO - Exp name: mask_rcnn_deit_vit_l_fpn_1x_coco_bs16.py +2024-05-27 18:24:53,573 - mmdet - INFO - Epoch [6][350/7330] lr: 2.774e-05, eta: 5:08:18, time: 0.422, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0384, loss_rpn_bbox: 0.0507, loss_cls: 0.2260, acc: 91.9065, loss_bbox: 0.2881, loss_mask: 0.2570, loss: 0.8603 +2024-05-27 18:25:11,646 - mmdet - INFO - Epoch [6][400/7330] lr: 2.774e-05, eta: 5:07:59, time: 0.361, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0353, loss_rpn_bbox: 0.0442, loss_cls: 0.2098, acc: 92.4136, loss_bbox: 0.2639, loss_mask: 0.2452, loss: 0.7985 +2024-05-27 18:25:29,681 - mmdet - INFO - Epoch [6][450/7330] lr: 2.774e-05, eta: 5:07:41, time: 0.361, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0430, loss_cls: 0.2017, acc: 92.7363, loss_bbox: 0.2543, loss_mask: 0.2475, loss: 0.7808 +2024-05-27 18:25:47,858 - mmdet - INFO - Epoch [6][500/7330] lr: 2.774e-05, eta: 5:07:23, time: 0.364, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0426, loss_cls: 0.2125, acc: 92.5569, loss_bbox: 0.2591, loss_mask: 0.2475, loss: 0.7931 +2024-05-27 18:26:06,043 - mmdet - INFO - Epoch [6][550/7330] lr: 2.774e-05, eta: 5:07:05, time: 0.364, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0470, loss_cls: 0.2207, acc: 92.0679, loss_bbox: 0.2769, loss_mask: 0.2513, loss: 0.8286 +2024-05-27 18:26:24,306 - mmdet - INFO - Epoch [6][600/7330] lr: 2.774e-05, eta: 5:06:47, time: 0.365, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0372, loss_rpn_bbox: 0.0484, loss_cls: 0.2266, acc: 92.0728, loss_bbox: 0.2747, loss_mask: 0.2551, loss: 0.8420 +2024-05-27 18:26:44,799 - mmdet - INFO - Epoch [6][650/7330] lr: 2.774e-05, eta: 5:06:32, time: 0.410, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0365, loss_rpn_bbox: 0.0482, loss_cls: 0.2276, acc: 91.9641, loss_bbox: 0.2785, loss_mask: 0.2532, loss: 0.8439 +2024-05-27 18:27:03,062 - mmdet - INFO - Epoch [6][700/7330] lr: 2.774e-05, eta: 5:06:14, time: 0.365, data_time: 0.013, memory: 7919, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0463, loss_cls: 0.2317, acc: 91.8594, loss_bbox: 0.2818, loss_mask: 0.2562, loss: 0.8504 +2024-05-27 18:27:21,338 - mmdet - INFO - Epoch [6][750/7330] lr: 2.774e-05, eta: 5:05:56, time: 0.365, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0423, loss_cls: 0.2116, acc: 92.4468, loss_bbox: 0.2688, loss_mask: 0.2446, loss: 0.7964 +2024-05-27 18:27:39,745 - mmdet - INFO - Epoch [6][800/7330] lr: 2.774e-05, eta: 5:05:38, time: 0.368, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0437, loss_cls: 0.2151, acc: 92.3198, loss_bbox: 0.2702, loss_mask: 0.2521, loss: 0.8128 +2024-05-27 18:27:57,994 - mmdet - INFO - Epoch [6][850/7330] lr: 2.774e-05, eta: 5:05:20, time: 0.365, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0359, loss_rpn_bbox: 0.0508, loss_cls: 0.2294, acc: 91.7505, loss_bbox: 0.2877, loss_mask: 0.2571, loss: 0.8610 +2024-05-27 18:28:16,190 - mmdet - INFO - Epoch [6][900/7330] lr: 2.774e-05, eta: 5:05:02, time: 0.364, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0364, loss_rpn_bbox: 0.0485, loss_cls: 0.2220, acc: 92.1404, loss_bbox: 0.2802, loss_mask: 0.2511, loss: 0.8383 +2024-05-27 18:28:34,460 - mmdet - INFO - Epoch [6][950/7330] lr: 2.774e-05, eta: 5:04:44, time: 0.365, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0477, loss_cls: 0.2072, acc: 92.5862, loss_bbox: 0.2592, loss_mask: 0.2458, loss: 0.7909 +2024-05-27 18:28:52,693 - mmdet - INFO - Epoch [6][1000/7330] lr: 2.774e-05, eta: 5:04:26, time: 0.365, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0493, loss_cls: 0.2109, acc: 92.4333, loss_bbox: 0.2683, loss_mask: 0.2506, loss: 0.8113 +2024-05-27 18:29:11,030 - mmdet - INFO - Epoch [6][1050/7330] lr: 2.774e-05, eta: 5:04:08, time: 0.367, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0350, loss_rpn_bbox: 0.0501, loss_cls: 0.2217, acc: 91.9897, loss_bbox: 0.2780, loss_mask: 0.2474, loss: 0.8321 +2024-05-27 18:29:29,257 - mmdet - INFO - Epoch [6][1100/7330] lr: 2.774e-05, eta: 5:03:50, time: 0.364, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0466, loss_cls: 0.2236, acc: 92.0522, loss_bbox: 0.2759, loss_mask: 0.2534, loss: 0.8315 +2024-05-27 18:29:47,360 - mmdet - INFO - Epoch [6][1150/7330] lr: 2.774e-05, eta: 5:03:32, time: 0.362, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0362, loss_rpn_bbox: 0.0484, loss_cls: 0.2272, acc: 91.9128, loss_bbox: 0.2790, loss_mask: 0.2599, loss: 0.8507 +2024-05-27 18:30:05,672 - mmdet - INFO - Epoch [6][1200/7330] lr: 2.774e-05, eta: 5:03:14, time: 0.366, data_time: 0.012, memory: 7919, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0456, loss_cls: 0.2149, acc: 92.3735, loss_bbox: 0.2637, loss_mask: 0.2515, loss: 0.8096 +2024-05-27 18:30:23,830 - mmdet - INFO - Epoch [6][1250/7330] lr: 2.774e-05, eta: 5:02:56, time: 0.363, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0369, loss_rpn_bbox: 0.0450, loss_cls: 0.2269, acc: 92.0520, loss_bbox: 0.2703, loss_mask: 0.2483, loss: 0.8275 +2024-05-27 18:30:42,233 - mmdet - INFO - Epoch [6][1300/7330] lr: 2.774e-05, eta: 5:02:38, time: 0.368, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0408, loss_rpn_bbox: 0.0562, loss_cls: 0.2367, acc: 91.5254, loss_bbox: 0.2934, loss_mask: 0.2617, loss: 0.8888 +2024-05-27 18:31:00,562 - mmdet - INFO - Exp name: mask_rcnn_deit_vit_l_fpn_1x_coco_bs16.py +2024-05-27 18:31:00,562 - mmdet - INFO - Epoch [6][1350/7330] lr: 2.774e-05, eta: 5:02:20, time: 0.367, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0369, loss_rpn_bbox: 0.0487, loss_cls: 0.2263, acc: 91.9688, loss_bbox: 0.2813, loss_mask: 0.2538, loss: 0.8471 +2024-05-27 18:31:18,711 - mmdet - INFO - Epoch [6][1400/7330] lr: 2.774e-05, eta: 5:02:02, time: 0.363, data_time: 0.013, memory: 7919, loss_rpn_cls: 0.0355, loss_rpn_bbox: 0.0467, loss_cls: 0.2157, acc: 92.2852, loss_bbox: 0.2716, loss_mask: 0.2529, loss: 0.8224 +2024-05-27 18:31:37,076 - mmdet - INFO - Epoch [6][1450/7330] lr: 2.774e-05, eta: 5:01:44, time: 0.367, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0349, loss_rpn_bbox: 0.0494, loss_cls: 0.2301, acc: 91.7278, loss_bbox: 0.2899, loss_mask: 0.2549, loss: 0.8593 +2024-05-27 18:31:55,402 - mmdet - INFO - Epoch [6][1500/7330] lr: 2.774e-05, eta: 5:01:26, time: 0.367, data_time: 0.018, memory: 7919, loss_rpn_cls: 0.0367, loss_rpn_bbox: 0.0508, loss_cls: 0.2253, acc: 91.8286, loss_bbox: 0.2869, loss_mask: 0.2606, loss: 0.8603 +2024-05-27 18:32:13,690 - mmdet - INFO - Epoch [6][1550/7330] lr: 2.774e-05, eta: 5:01:08, time: 0.366, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0454, loss_cls: 0.2194, acc: 92.0857, loss_bbox: 0.2749, loss_mask: 0.2562, loss: 0.8295 +2024-05-27 18:32:32,005 - mmdet - INFO - Epoch [6][1600/7330] lr: 2.774e-05, eta: 5:00:50, time: 0.366, data_time: 0.013, memory: 7919, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0443, loss_cls: 0.2111, acc: 92.4993, loss_bbox: 0.2656, loss_mask: 0.2454, loss: 0.7961 +2024-05-27 18:32:50,369 - mmdet - INFO - Epoch [6][1650/7330] lr: 2.774e-05, eta: 5:00:32, time: 0.367, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0364, loss_rpn_bbox: 0.0492, loss_cls: 0.2283, acc: 91.8440, loss_bbox: 0.2791, loss_mask: 0.2547, loss: 0.8477 +2024-05-27 18:33:08,656 - mmdet - INFO - Epoch [6][1700/7330] lr: 2.774e-05, eta: 5:00:14, time: 0.366, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0449, loss_cls: 0.2294, acc: 91.9890, loss_bbox: 0.2782, loss_mask: 0.2538, loss: 0.8398 +2024-05-27 18:33:26,886 - mmdet - INFO - Epoch [6][1750/7330] lr: 2.774e-05, eta: 4:59:56, time: 0.365, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0354, loss_rpn_bbox: 0.0477, loss_cls: 0.2220, acc: 92.0037, loss_bbox: 0.2770, loss_mask: 0.2584, loss: 0.8405 +2024-05-27 18:33:45,022 - mmdet - INFO - Epoch [6][1800/7330] lr: 2.774e-05, eta: 4:59:38, time: 0.363, data_time: 0.013, memory: 7919, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0480, loss_cls: 0.2142, acc: 92.2197, loss_bbox: 0.2708, loss_mask: 0.2519, loss: 0.8172 +2024-05-27 18:34:03,328 - mmdet - INFO - Epoch [6][1850/7330] lr: 2.774e-05, eta: 4:59:20, time: 0.366, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0369, loss_rpn_bbox: 0.0484, loss_cls: 0.2210, acc: 92.0835, loss_bbox: 0.2798, loss_mask: 0.2560, loss: 0.8422 +2024-05-27 18:34:21,650 - mmdet - INFO - Epoch [6][1900/7330] lr: 2.774e-05, eta: 4:59:02, time: 0.366, data_time: 0.013, memory: 7919, loss_rpn_cls: 0.0350, loss_rpn_bbox: 0.0471, loss_cls: 0.2285, acc: 91.7812, loss_bbox: 0.2848, loss_mask: 0.2596, loss: 0.8550 +2024-05-27 18:34:39,860 - mmdet - INFO - Epoch [6][1950/7330] lr: 2.774e-05, eta: 4:58:44, time: 0.364, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0355, loss_rpn_bbox: 0.0474, loss_cls: 0.2142, acc: 92.4563, loss_bbox: 0.2669, loss_mask: 0.2488, loss: 0.8128 +2024-05-27 18:34:58,367 - mmdet - INFO - Epoch [6][2000/7330] lr: 2.774e-05, eta: 4:58:26, time: 0.370, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0349, loss_rpn_bbox: 0.0512, loss_cls: 0.2204, acc: 92.1592, loss_bbox: 0.2819, loss_mask: 0.2484, loss: 0.8368 +2024-05-27 18:35:16,579 - mmdet - INFO - Epoch [6][2050/7330] lr: 2.774e-05, eta: 4:58:08, time: 0.364, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0346, loss_rpn_bbox: 0.0480, loss_cls: 0.2234, acc: 92.1382, loss_bbox: 0.2710, loss_mask: 0.2604, loss: 0.8375 +2024-05-27 18:35:34,820 - mmdet - INFO - Epoch [6][2100/7330] lr: 2.774e-05, eta: 4:57:50, time: 0.365, data_time: 0.018, memory: 7919, loss_rpn_cls: 0.0346, loss_rpn_bbox: 0.0464, loss_cls: 0.2290, acc: 91.8694, loss_bbox: 0.2829, loss_mask: 0.2562, loss: 0.8491 +2024-05-27 18:35:53,163 - mmdet - INFO - Epoch [6][2150/7330] lr: 2.774e-05, eta: 4:57:32, time: 0.367, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0346, loss_rpn_bbox: 0.0480, loss_cls: 0.2200, acc: 91.9929, loss_bbox: 0.2757, loss_mask: 0.2500, loss: 0.8283 +2024-05-27 18:36:11,320 - mmdet - INFO - Epoch [6][2200/7330] lr: 2.774e-05, eta: 4:57:14, time: 0.363, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0341, loss_rpn_bbox: 0.0467, loss_cls: 0.2165, acc: 92.3147, loss_bbox: 0.2692, loss_mask: 0.2542, loss: 0.8207 +2024-05-27 18:36:29,522 - mmdet - INFO - Epoch [6][2250/7330] lr: 2.774e-05, eta: 4:56:56, time: 0.364, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0360, loss_rpn_bbox: 0.0469, loss_cls: 0.2282, acc: 91.9846, loss_bbox: 0.2774, loss_mask: 0.2578, loss: 0.8463 +2024-05-27 18:36:47,775 - mmdet - INFO - Epoch [6][2300/7330] lr: 2.774e-05, eta: 4:56:38, time: 0.365, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0382, loss_rpn_bbox: 0.0510, loss_cls: 0.2209, acc: 92.2104, loss_bbox: 0.2724, loss_mask: 0.2548, loss: 0.8373 +2024-05-27 18:37:05,969 - mmdet - INFO - Exp name: mask_rcnn_deit_vit_l_fpn_1x_coco_bs16.py +2024-05-27 18:37:05,969 - mmdet - INFO - Epoch [6][2350/7330] lr: 2.774e-05, eta: 4:56:20, time: 0.364, data_time: 0.013, memory: 7919, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0486, loss_cls: 0.2163, acc: 92.2581, loss_bbox: 0.2701, loss_mask: 0.2540, loss: 0.8229 +2024-05-27 18:37:24,246 - mmdet - INFO - Epoch [6][2400/7330] lr: 2.774e-05, eta: 4:56:02, time: 0.366, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0375, loss_rpn_bbox: 0.0493, loss_cls: 0.2174, acc: 92.2834, loss_bbox: 0.2656, loss_mask: 0.2508, loss: 0.8207 +2024-05-27 18:37:42,649 - mmdet - INFO - Epoch [6][2450/7330] lr: 2.774e-05, eta: 4:55:44, time: 0.368, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0353, loss_rpn_bbox: 0.0491, loss_cls: 0.2267, acc: 92.0420, loss_bbox: 0.2784, loss_mask: 0.2518, loss: 0.8413 +2024-05-27 18:38:01,178 - mmdet - INFO - Epoch [6][2500/7330] lr: 2.774e-05, eta: 4:55:26, time: 0.371, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0457, loss_cls: 0.2169, acc: 92.1250, loss_bbox: 0.2685, loss_mask: 0.2459, loss: 0.8117 +2024-05-27 18:38:19,600 - mmdet - INFO - Epoch [6][2550/7330] lr: 2.774e-05, eta: 4:55:08, time: 0.368, data_time: 0.013, memory: 7919, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0476, loss_cls: 0.2274, acc: 91.8748, loss_bbox: 0.2826, loss_mask: 0.2547, loss: 0.8462 +2024-05-27 18:38:38,179 - mmdet - INFO - Epoch [6][2600/7330] lr: 2.774e-05, eta: 4:54:51, time: 0.372, data_time: 0.018, memory: 7919, loss_rpn_cls: 0.0356, loss_rpn_bbox: 0.0508, loss_cls: 0.2298, acc: 91.7759, loss_bbox: 0.2844, loss_mask: 0.2610, loss: 0.8616 +2024-05-27 18:38:56,529 - mmdet - INFO - Epoch [6][2650/7330] lr: 2.774e-05, eta: 4:54:33, time: 0.367, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0354, loss_rpn_bbox: 0.0484, loss_cls: 0.2236, acc: 91.9470, loss_bbox: 0.2778, loss_mask: 0.2522, loss: 0.8373 +2024-05-27 18:39:14,854 - mmdet - INFO - Epoch [6][2700/7330] lr: 2.774e-05, eta: 4:54:15, time: 0.366, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0342, loss_rpn_bbox: 0.0455, loss_cls: 0.2079, acc: 92.5840, loss_bbox: 0.2634, loss_mask: 0.2493, loss: 0.8003 +2024-05-27 18:39:33,280 - mmdet - INFO - Epoch [6][2750/7330] lr: 2.774e-05, eta: 4:53:57, time: 0.369, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0461, loss_cls: 0.2141, acc: 92.3523, loss_bbox: 0.2646, loss_mask: 0.2574, loss: 0.8150 +2024-05-27 18:39:51,735 - mmdet - INFO - Epoch [6][2800/7330] lr: 2.774e-05, eta: 4:53:39, time: 0.369, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0357, loss_rpn_bbox: 0.0468, loss_cls: 0.2243, acc: 92.0471, loss_bbox: 0.2768, loss_mask: 0.2526, loss: 0.8363 +2024-05-27 18:40:10,110 - mmdet - INFO - Epoch [6][2850/7330] lr: 2.774e-05, eta: 4:53:21, time: 0.367, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0353, loss_rpn_bbox: 0.0466, loss_cls: 0.2225, acc: 92.1350, loss_bbox: 0.2756, loss_mask: 0.2589, loss: 0.8388 +2024-05-27 18:40:28,542 - mmdet - INFO - Epoch [6][2900/7330] lr: 2.774e-05, eta: 4:53:03, time: 0.369, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0352, loss_rpn_bbox: 0.0467, loss_cls: 0.2239, acc: 92.0173, loss_bbox: 0.2789, loss_mask: 0.2561, loss: 0.8407 +2024-05-27 18:40:46,902 - mmdet - INFO - Epoch [6][2950/7330] lr: 2.774e-05, eta: 4:52:46, time: 0.367, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0474, loss_cls: 0.2260, acc: 91.9900, loss_bbox: 0.2744, loss_mask: 0.2550, loss: 0.8353 +2024-05-27 18:41:05,426 - mmdet - INFO - Epoch [6][3000/7330] lr: 2.774e-05, eta: 4:52:28, time: 0.370, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0361, loss_rpn_bbox: 0.0498, loss_cls: 0.2265, acc: 91.8879, loss_bbox: 0.2804, loss_mask: 0.2550, loss: 0.8478 +2024-05-27 18:41:23,786 - mmdet - INFO - Epoch [6][3050/7330] lr: 2.774e-05, eta: 4:52:10, time: 0.367, data_time: 0.018, memory: 7919, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0464, loss_cls: 0.2205, acc: 92.0566, loss_bbox: 0.2740, loss_mask: 0.2550, loss: 0.8282 +2024-05-27 18:41:42,092 - mmdet - INFO - Epoch [6][3100/7330] lr: 2.774e-05, eta: 4:51:52, time: 0.366, data_time: 0.013, memory: 7919, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0442, loss_cls: 0.2169, acc: 92.4180, loss_bbox: 0.2627, loss_mask: 0.2457, loss: 0.8012 +2024-05-27 18:42:00,448 - mmdet - INFO - Epoch [6][3150/7330] lr: 2.774e-05, eta: 4:51:34, time: 0.367, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0363, loss_rpn_bbox: 0.0491, loss_cls: 0.2194, acc: 92.1619, loss_bbox: 0.2757, loss_mask: 0.2538, loss: 0.8343 +2024-05-27 18:42:18,888 - mmdet - INFO - Epoch [6][3200/7330] lr: 2.774e-05, eta: 4:51:16, time: 0.369, data_time: 0.018, memory: 7919, loss_rpn_cls: 0.0351, loss_rpn_bbox: 0.0475, loss_cls: 0.2272, acc: 91.8997, loss_bbox: 0.2788, loss_mask: 0.2542, loss: 0.8429 +2024-05-27 18:42:37,354 - mmdet - INFO - Epoch [6][3250/7330] lr: 2.774e-05, eta: 4:50:58, time: 0.369, data_time: 0.013, memory: 7919, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0470, loss_cls: 0.2178, acc: 92.0986, loss_bbox: 0.2728, loss_mask: 0.2538, loss: 0.8260 +2024-05-27 18:42:55,832 - mmdet - INFO - Epoch [6][3300/7330] lr: 2.774e-05, eta: 4:50:41, time: 0.370, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0341, loss_rpn_bbox: 0.0477, loss_cls: 0.2165, acc: 92.2595, loss_bbox: 0.2732, loss_mask: 0.2592, loss: 0.8308 +2024-05-27 18:43:14,402 - mmdet - INFO - Exp name: mask_rcnn_deit_vit_l_fpn_1x_coco_bs16.py +2024-05-27 18:43:14,402 - mmdet - INFO - Epoch [6][3350/7330] lr: 2.774e-05, eta: 4:50:23, time: 0.371, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0497, loss_cls: 0.2250, acc: 91.8530, loss_bbox: 0.2821, loss_mask: 0.2534, loss: 0.8442 +2024-05-27 18:43:32,801 - mmdet - INFO - Epoch [6][3400/7330] lr: 2.774e-05, eta: 4:50:05, time: 0.368, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0469, loss_cls: 0.2209, acc: 92.0991, loss_bbox: 0.2717, loss_mask: 0.2560, loss: 0.8281 +2024-05-27 18:43:51,051 - mmdet - INFO - Epoch [6][3450/7330] lr: 2.774e-05, eta: 4:49:47, time: 0.365, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0438, loss_cls: 0.2063, acc: 92.7236, loss_bbox: 0.2534, loss_mask: 0.2475, loss: 0.7837 +2024-05-27 18:44:09,509 - mmdet - INFO - Epoch [6][3500/7330] lr: 2.774e-05, eta: 4:49:29, time: 0.369, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0342, loss_rpn_bbox: 0.0482, loss_cls: 0.2176, acc: 92.2771, loss_bbox: 0.2689, loss_mask: 0.2493, loss: 0.8182 +2024-05-27 18:44:27,880 - mmdet - INFO - Epoch [6][3550/7330] lr: 2.774e-05, eta: 4:49:11, time: 0.368, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0353, loss_rpn_bbox: 0.0493, loss_cls: 0.2217, acc: 92.1670, loss_bbox: 0.2707, loss_mask: 0.2550, loss: 0.8320 +2024-05-27 18:44:46,206 - mmdet - INFO - Epoch [6][3600/7330] lr: 2.774e-05, eta: 4:48:53, time: 0.366, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.0452, loss_cls: 0.2147, acc: 92.3557, loss_bbox: 0.2646, loss_mask: 0.2457, loss: 0.8046 +2024-05-27 18:45:04,820 - mmdet - INFO - Epoch [6][3650/7330] lr: 2.774e-05, eta: 4:48:36, time: 0.372, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0342, loss_rpn_bbox: 0.0506, loss_cls: 0.2250, acc: 91.8491, loss_bbox: 0.2832, loss_mask: 0.2550, loss: 0.8480 +2024-05-27 18:45:23,209 - mmdet - INFO - Epoch [6][3700/7330] lr: 2.774e-05, eta: 4:48:18, time: 0.368, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0361, loss_rpn_bbox: 0.0471, loss_cls: 0.2239, acc: 92.1091, loss_bbox: 0.2741, loss_mask: 0.2572, loss: 0.8384 +2024-05-27 18:45:41,575 - mmdet - INFO - Epoch [6][3750/7330] lr: 2.774e-05, eta: 4:48:00, time: 0.367, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0484, loss_cls: 0.2200, acc: 92.1235, loss_bbox: 0.2764, loss_mask: 0.2538, loss: 0.8312 +2024-05-27 18:46:00,019 - mmdet - INFO - Epoch [6][3800/7330] lr: 2.774e-05, eta: 4:47:42, time: 0.369, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0483, loss_cls: 0.2230, acc: 92.0562, loss_bbox: 0.2773, loss_mask: 0.2530, loss: 0.8349 +2024-05-27 18:46:18,332 - mmdet - INFO - Epoch [6][3850/7330] lr: 2.774e-05, eta: 4:47:24, time: 0.366, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0362, loss_rpn_bbox: 0.0472, loss_cls: 0.2214, acc: 92.0994, loss_bbox: 0.2710, loss_mask: 0.2589, loss: 0.8347 +2024-05-27 18:46:36,615 - mmdet - INFO - Epoch [6][3900/7330] lr: 2.774e-05, eta: 4:47:06, time: 0.366, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0430, loss_cls: 0.2052, acc: 92.6663, loss_bbox: 0.2564, loss_mask: 0.2457, loss: 0.7800 +2024-05-27 18:46:55,014 - mmdet - INFO - Epoch [6][3950/7330] lr: 2.774e-05, eta: 4:46:48, time: 0.368, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0441, loss_cls: 0.2129, acc: 92.4961, loss_bbox: 0.2631, loss_mask: 0.2461, loss: 0.7994 +2024-05-27 18:47:13,528 - mmdet - INFO - Epoch [6][4000/7330] lr: 2.774e-05, eta: 4:46:30, time: 0.370, data_time: 0.018, memory: 7919, loss_rpn_cls: 0.0363, loss_rpn_bbox: 0.0494, loss_cls: 0.2209, acc: 92.1907, loss_bbox: 0.2713, loss_mask: 0.2533, loss: 0.8312 +2024-05-27 18:47:32,106 - mmdet - INFO - Epoch [6][4050/7330] lr: 2.774e-05, eta: 4:46:13, time: 0.372, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0438, loss_cls: 0.2132, acc: 92.4407, loss_bbox: 0.2655, loss_mask: 0.2514, loss: 0.8062 +2024-05-27 18:47:50,539 - mmdet - INFO - Epoch [6][4100/7330] lr: 2.774e-05, eta: 4:45:55, time: 0.369, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0464, loss_cls: 0.2231, acc: 92.0813, loss_bbox: 0.2716, loss_mask: 0.2485, loss: 0.8232 +2024-05-27 18:48:08,861 - mmdet - INFO - Epoch [6][4150/7330] lr: 2.774e-05, eta: 4:45:37, time: 0.367, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0440, loss_cls: 0.2148, acc: 92.2498, loss_bbox: 0.2656, loss_mask: 0.2474, loss: 0.8034 +2024-05-27 18:48:34,793 - mmdet - INFO - Epoch [6][4200/7330] lr: 2.774e-05, eta: 4:45:27, time: 0.519, data_time: 0.170, memory: 7919, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0458, loss_cls: 0.2140, acc: 92.3210, loss_bbox: 0.2654, loss_mask: 0.2456, loss: 0.8006 +2024-05-27 18:48:53,152 - mmdet - INFO - Epoch [6][4250/7330] lr: 2.774e-05, eta: 4:45:10, time: 0.367, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0468, loss_cls: 0.2227, acc: 92.1003, loss_bbox: 0.2743, loss_mask: 0.2536, loss: 0.8308 +2024-05-27 18:49:11,472 - mmdet - INFO - Epoch [6][4300/7330] lr: 2.774e-05, eta: 4:44:51, time: 0.366, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0455, loss_cls: 0.2176, acc: 92.2781, loss_bbox: 0.2687, loss_mask: 0.2465, loss: 0.8106 +2024-05-27 18:49:29,713 - mmdet - INFO - Exp name: mask_rcnn_deit_vit_l_fpn_1x_coco_bs16.py +2024-05-27 18:49:29,713 - mmdet - INFO - Epoch [6][4350/7330] lr: 2.774e-05, eta: 4:44:33, time: 0.365, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0354, loss_rpn_bbox: 0.0469, loss_cls: 0.2209, acc: 92.1436, loss_bbox: 0.2744, loss_mask: 0.2560, loss: 0.8337 +2024-05-27 18:49:48,116 - mmdet - INFO - Epoch [6][4400/7330] lr: 2.774e-05, eta: 4:44:15, time: 0.368, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0490, loss_cls: 0.2258, acc: 91.9561, loss_bbox: 0.2781, loss_mask: 0.2508, loss: 0.8380 +2024-05-27 18:50:06,469 - mmdet - INFO - Epoch [6][4450/7330] lr: 2.774e-05, eta: 4:43:57, time: 0.367, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0481, loss_cls: 0.2213, acc: 92.1663, loss_bbox: 0.2727, loss_mask: 0.2480, loss: 0.8236 +2024-05-27 18:50:24,668 - mmdet - INFO - Epoch [6][4500/7330] lr: 2.774e-05, eta: 4:43:39, time: 0.364, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0358, loss_rpn_bbox: 0.0458, loss_cls: 0.2229, acc: 92.1775, loss_bbox: 0.2676, loss_mask: 0.2506, loss: 0.8226 +2024-05-27 18:50:42,927 - mmdet - INFO - Epoch [6][4550/7330] lr: 2.774e-05, eta: 4:43:21, time: 0.365, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0494, loss_cls: 0.2244, acc: 91.8779, loss_bbox: 0.2798, loss_mask: 0.2555, loss: 0.8426 +2024-05-27 18:51:01,162 - mmdet - INFO - Epoch [6][4600/7330] lr: 2.774e-05, eta: 4:43:03, time: 0.365, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0444, loss_cls: 0.2134, acc: 92.3867, loss_bbox: 0.2601, loss_mask: 0.2568, loss: 0.8093 +2024-05-27 18:51:19,687 - mmdet - INFO - Epoch [6][4650/7330] lr: 2.774e-05, eta: 4:42:45, time: 0.371, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0396, loss_rpn_bbox: 0.0503, loss_cls: 0.2388, acc: 91.5076, loss_bbox: 0.2914, loss_mask: 0.2571, loss: 0.8773 +2024-05-27 18:51:37,950 - mmdet - INFO - Epoch [6][4700/7330] lr: 2.774e-05, eta: 4:42:27, time: 0.365, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0361, loss_rpn_bbox: 0.0484, loss_cls: 0.2252, acc: 91.9072, loss_bbox: 0.2812, loss_mask: 0.2531, loss: 0.8440 +2024-05-27 18:51:56,327 - mmdet - INFO - Epoch [6][4750/7330] lr: 2.774e-05, eta: 4:42:09, time: 0.368, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0363, loss_rpn_bbox: 0.0501, loss_cls: 0.2277, acc: 91.8669, loss_bbox: 0.2857, loss_mask: 0.2595, loss: 0.8592 +2024-05-27 18:52:14,528 - mmdet - INFO - Epoch [6][4800/7330] lr: 2.774e-05, eta: 4:41:51, time: 0.364, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0465, loss_cls: 0.2162, acc: 92.3418, loss_bbox: 0.2634, loss_mask: 0.2493, loss: 0.8088 +2024-05-27 18:52:32,718 - mmdet - INFO - Epoch [6][4850/7330] lr: 2.774e-05, eta: 4:41:33, time: 0.364, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0486, loss_cls: 0.2209, acc: 92.1958, loss_bbox: 0.2725, loss_mask: 0.2485, loss: 0.8252 +2024-05-27 18:52:50,908 - mmdet - INFO - Epoch [6][4900/7330] lr: 2.774e-05, eta: 4:41:15, time: 0.364, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0443, loss_cls: 0.2117, acc: 92.4934, loss_bbox: 0.2583, loss_mask: 0.2484, loss: 0.7944 +2024-05-27 18:53:09,030 - mmdet - INFO - Epoch [6][4950/7330] lr: 2.774e-05, eta: 4:40:57, time: 0.362, data_time: 0.019, memory: 7919, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.0494, loss_cls: 0.2140, acc: 92.1848, loss_bbox: 0.2643, loss_mask: 0.2588, loss: 0.8210 +2024-05-27 18:53:27,170 - mmdet - INFO - Epoch [6][5000/7330] lr: 2.774e-05, eta: 4:40:38, time: 0.363, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0474, loss_cls: 0.2293, acc: 92.0042, loss_bbox: 0.2716, loss_mask: 0.2546, loss: 0.8372 +2024-05-27 18:53:45,405 - mmdet - INFO - Epoch [6][5050/7330] lr: 2.774e-05, eta: 4:40:20, time: 0.365, data_time: 0.012, memory: 7919, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.0455, loss_cls: 0.2220, acc: 92.1536, loss_bbox: 0.2703, loss_mask: 0.2544, loss: 0.8268 +2024-05-27 18:54:03,646 - mmdet - INFO - Epoch [6][5100/7330] lr: 2.774e-05, eta: 4:40:02, time: 0.365, data_time: 0.018, memory: 7919, loss_rpn_cls: 0.0355, loss_rpn_bbox: 0.0485, loss_cls: 0.2254, acc: 92.1248, loss_bbox: 0.2718, loss_mask: 0.2509, loss: 0.8322 +2024-05-27 18:54:22,042 - mmdet - INFO - Epoch [6][5150/7330] lr: 2.774e-05, eta: 4:39:44, time: 0.368, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0342, loss_rpn_bbox: 0.0456, loss_cls: 0.2175, acc: 92.3284, loss_bbox: 0.2655, loss_mask: 0.2484, loss: 0.8113 +2024-05-27 18:54:40,179 - mmdet - INFO - Epoch [6][5200/7330] lr: 2.774e-05, eta: 4:39:26, time: 0.363, data_time: 0.021, memory: 7919, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0464, loss_cls: 0.2154, acc: 92.2971, loss_bbox: 0.2685, loss_mask: 0.2523, loss: 0.8159 +2024-05-27 18:54:58,283 - mmdet - INFO - Epoch [6][5250/7330] lr: 2.774e-05, eta: 4:39:08, time: 0.362, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0459, loss_cls: 0.2180, acc: 92.2563, loss_bbox: 0.2668, loss_mask: 0.2468, loss: 0.8103 +2024-05-27 18:55:16,309 - mmdet - INFO - Epoch [6][5300/7330] lr: 2.774e-05, eta: 4:38:49, time: 0.361, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0446, loss_cls: 0.2181, acc: 92.2415, loss_bbox: 0.2665, loss_mask: 0.2507, loss: 0.8133 +2024-05-27 18:55:34,622 - mmdet - INFO - Exp name: mask_rcnn_deit_vit_l_fpn_1x_coco_bs16.py +2024-05-27 18:55:34,622 - mmdet - INFO - Epoch [6][5350/7330] lr: 2.774e-05, eta: 4:38:31, time: 0.366, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0377, loss_rpn_bbox: 0.0486, loss_cls: 0.2271, acc: 91.9485, loss_bbox: 0.2796, loss_mask: 0.2617, loss: 0.8547 +2024-05-27 18:55:52,918 - mmdet - INFO - Epoch [6][5400/7330] lr: 2.774e-05, eta: 4:38:13, time: 0.366, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0375, loss_rpn_bbox: 0.0484, loss_cls: 0.2302, acc: 92.0261, loss_bbox: 0.2782, loss_mask: 0.2603, loss: 0.8545 +2024-05-27 18:56:11,112 - mmdet - INFO - Epoch [6][5450/7330] lr: 2.774e-05, eta: 4:37:55, time: 0.364, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0459, loss_cls: 0.2133, acc: 92.2668, loss_bbox: 0.2673, loss_mask: 0.2473, loss: 0.8064 +2024-05-27 18:56:29,386 - mmdet - INFO - Epoch [6][5500/7330] lr: 2.774e-05, eta: 4:37:37, time: 0.365, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0474, loss_cls: 0.2217, acc: 92.1462, loss_bbox: 0.2740, loss_mask: 0.2567, loss: 0.8321 +2024-05-27 18:56:47,606 - mmdet - INFO - Epoch [6][5550/7330] lr: 2.774e-05, eta: 4:37:19, time: 0.364, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0349, loss_rpn_bbox: 0.0469, loss_cls: 0.2201, acc: 92.1433, loss_bbox: 0.2744, loss_mask: 0.2502, loss: 0.8265 +2024-05-27 18:57:05,921 - mmdet - INFO - Epoch [6][5600/7330] lr: 2.774e-05, eta: 4:37:01, time: 0.366, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0371, loss_rpn_bbox: 0.0503, loss_cls: 0.2280, acc: 91.9202, loss_bbox: 0.2839, loss_mask: 0.2501, loss: 0.8494 +2024-05-27 18:57:24,254 - mmdet - INFO - Epoch [6][5650/7330] lr: 2.774e-05, eta: 4:36:43, time: 0.367, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0371, loss_rpn_bbox: 0.0471, loss_cls: 0.2234, acc: 91.9592, loss_bbox: 0.2767, loss_mask: 0.2560, loss: 0.8403 +2024-05-27 18:57:42,608 - mmdet - INFO - Epoch [6][5700/7330] lr: 2.774e-05, eta: 4:36:25, time: 0.367, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0477, loss_cls: 0.2212, acc: 91.9731, loss_bbox: 0.2775, loss_mask: 0.2478, loss: 0.8266 +2024-05-27 18:58:00,505 - mmdet - INFO - Epoch [6][5750/7330] lr: 2.774e-05, eta: 4:36:06, time: 0.358, data_time: 0.013, memory: 7919, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0444, loss_cls: 0.2072, acc: 92.6819, loss_bbox: 0.2528, loss_mask: 0.2465, loss: 0.7815 +2024-05-27 18:58:18,761 - mmdet - INFO - Epoch [6][5800/7330] lr: 2.774e-05, eta: 4:35:48, time: 0.365, data_time: 0.018, memory: 7919, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0495, loss_cls: 0.2256, acc: 92.0632, loss_bbox: 0.2789, loss_mask: 0.2560, loss: 0.8444 +2024-05-27 18:58:36,953 - mmdet - INFO - Epoch [6][5850/7330] lr: 2.774e-05, eta: 4:35:30, time: 0.364, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0362, loss_rpn_bbox: 0.0471, loss_cls: 0.2204, acc: 92.2659, loss_bbox: 0.2667, loss_mask: 0.2501, loss: 0.8206 +2024-05-27 18:58:55,287 - mmdet - INFO - Epoch [6][5900/7330] lr: 2.774e-05, eta: 4:35:12, time: 0.367, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0474, loss_cls: 0.2266, acc: 91.8765, loss_bbox: 0.2799, loss_mask: 0.2518, loss: 0.8403 +2024-05-27 18:59:13,496 - mmdet - INFO - Epoch [6][5950/7330] lr: 2.774e-05, eta: 4:34:54, time: 0.364, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0452, loss_cls: 0.2194, acc: 92.2505, loss_bbox: 0.2656, loss_mask: 0.2522, loss: 0.8159 +2024-05-27 18:59:31,799 - mmdet - INFO - Epoch [6][6000/7330] lr: 2.774e-05, eta: 4:34:36, time: 0.366, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0489, loss_cls: 0.2180, acc: 92.2227, loss_bbox: 0.2737, loss_mask: 0.2509, loss: 0.8254 +2024-05-27 18:59:49,938 - mmdet - INFO - Epoch [6][6050/7330] lr: 2.774e-05, eta: 4:34:18, time: 0.363, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0437, loss_cls: 0.2128, acc: 92.3135, loss_bbox: 0.2676, loss_mask: 0.2517, loss: 0.8072 +2024-05-27 19:00:08,233 - mmdet - INFO - Epoch [6][6100/7330] lr: 2.774e-05, eta: 4:33:59, time: 0.366, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0341, loss_rpn_bbox: 0.0456, loss_cls: 0.2246, acc: 92.0681, loss_bbox: 0.2703, loss_mask: 0.2504, loss: 0.8250 +2024-05-27 19:00:26,576 - mmdet - INFO - Epoch [6][6150/7330] lr: 2.774e-05, eta: 4:33:41, time: 0.367, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0359, loss_rpn_bbox: 0.0475, loss_cls: 0.2317, acc: 91.9065, loss_bbox: 0.2793, loss_mask: 0.2520, loss: 0.8464 +2024-05-27 19:00:44,708 - mmdet - INFO - Epoch [6][6200/7330] lr: 2.774e-05, eta: 4:33:23, time: 0.363, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0444, loss_cls: 0.2097, acc: 92.5859, loss_bbox: 0.2544, loss_mask: 0.2412, loss: 0.7795 +2024-05-27 19:01:03,060 - mmdet - INFO - Epoch [6][6250/7330] lr: 2.774e-05, eta: 4:33:05, time: 0.367, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0363, loss_rpn_bbox: 0.0480, loss_cls: 0.2229, acc: 91.9954, loss_bbox: 0.2782, loss_mask: 0.2519, loss: 0.8373 +2024-05-27 19:01:21,424 - mmdet - INFO - Epoch [6][6300/7330] lr: 2.774e-05, eta: 4:32:47, time: 0.367, data_time: 0.018, memory: 7919, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0442, loss_cls: 0.2232, acc: 92.0276, loss_bbox: 0.2743, loss_mask: 0.2504, loss: 0.8261 +2024-05-27 19:01:39,522 - mmdet - INFO - Exp name: mask_rcnn_deit_vit_l_fpn_1x_coco_bs16.py +2024-05-27 19:01:39,522 - mmdet - INFO - Epoch [6][6350/7330] lr: 2.774e-05, eta: 4:32:29, time: 0.362, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0351, loss_rpn_bbox: 0.0455, loss_cls: 0.2115, acc: 92.5203, loss_bbox: 0.2575, loss_mask: 0.2442, loss: 0.7937 +2024-05-27 19:01:57,812 - mmdet - INFO - Epoch [6][6400/7330] lr: 2.774e-05, eta: 4:32:11, time: 0.366, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0366, loss_rpn_bbox: 0.0478, loss_cls: 0.2231, acc: 92.2039, loss_bbox: 0.2683, loss_mask: 0.2554, loss: 0.8313 +2024-05-27 19:02:16,021 - mmdet - INFO - Epoch [6][6450/7330] lr: 2.774e-05, eta: 4:31:53, time: 0.364, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0344, loss_rpn_bbox: 0.0485, loss_cls: 0.2214, acc: 92.1584, loss_bbox: 0.2727, loss_mask: 0.2549, loss: 0.8319 +2024-05-27 19:02:34,293 - mmdet - INFO - Epoch [6][6500/7330] lr: 2.774e-05, eta: 4:31:35, time: 0.365, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0467, loss_cls: 0.2221, acc: 92.1855, loss_bbox: 0.2752, loss_mask: 0.2526, loss: 0.8281 +2024-05-27 19:02:52,628 - mmdet - INFO - Epoch [6][6550/7330] lr: 2.774e-05, eta: 4:31:17, time: 0.367, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0462, loss_cls: 0.2191, acc: 92.2820, loss_bbox: 0.2678, loss_mask: 0.2512, loss: 0.8171 +2024-05-27 19:03:10,788 - mmdet - INFO - Epoch [6][6600/7330] lr: 2.774e-05, eta: 4:30:58, time: 0.363, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0448, loss_cls: 0.2184, acc: 92.3186, loss_bbox: 0.2636, loss_mask: 0.2485, loss: 0.8080 +2024-05-27 19:03:29,236 - mmdet - INFO - Epoch [6][6650/7330] lr: 2.774e-05, eta: 4:30:41, time: 0.369, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0363, loss_rpn_bbox: 0.0517, loss_cls: 0.2331, acc: 91.6431, loss_bbox: 0.2886, loss_mask: 0.2591, loss: 0.8688 +2024-05-27 19:03:47,588 - mmdet - INFO - Epoch [6][6700/7330] lr: 2.774e-05, eta: 4:30:23, time: 0.367, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0446, loss_cls: 0.2149, acc: 92.3423, loss_bbox: 0.2613, loss_mask: 0.2437, loss: 0.7973 +2024-05-27 19:04:05,610 - mmdet - INFO - Epoch [6][6750/7330] lr: 2.774e-05, eta: 4:30:04, time: 0.360, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0460, loss_cls: 0.2104, acc: 92.5310, loss_bbox: 0.2607, loss_mask: 0.2482, loss: 0.7992 +2024-05-27 19:04:23,848 - mmdet - INFO - Epoch [6][6800/7330] lr: 2.774e-05, eta: 4:29:46, time: 0.365, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0364, loss_rpn_bbox: 0.0466, loss_cls: 0.2222, acc: 92.1497, loss_bbox: 0.2698, loss_mask: 0.2556, loss: 0.8305 +2024-05-27 19:04:42,056 - mmdet - INFO - Epoch [6][6850/7330] lr: 2.774e-05, eta: 4:29:28, time: 0.364, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0463, loss_cls: 0.2150, acc: 92.3630, loss_bbox: 0.2636, loss_mask: 0.2460, loss: 0.8048 +2024-05-27 19:05:00,375 - mmdet - INFO - Epoch [6][6900/7330] lr: 2.774e-05, eta: 4:29:10, time: 0.366, data_time: 0.019, memory: 7919, loss_rpn_cls: 0.0349, loss_rpn_bbox: 0.0474, loss_cls: 0.2201, acc: 92.0154, loss_bbox: 0.2754, loss_mask: 0.2492, loss: 0.8271 +2024-05-27 19:05:18,522 - mmdet - INFO - Epoch [6][6950/7330] lr: 2.774e-05, eta: 4:28:52, time: 0.363, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0364, loss_rpn_bbox: 0.0473, loss_cls: 0.2312, acc: 91.8618, loss_bbox: 0.2753, loss_mask: 0.2527, loss: 0.8429 +2024-05-27 19:05:36,657 - mmdet - INFO - Epoch [6][7000/7330] lr: 2.774e-05, eta: 4:28:33, time: 0.363, data_time: 0.013, memory: 7919, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0433, loss_cls: 0.2112, acc: 92.4993, loss_bbox: 0.2580, loss_mask: 0.2473, loss: 0.7908 +2024-05-27 19:05:55,049 - mmdet - INFO - Epoch [6][7050/7330] lr: 2.774e-05, eta: 4:28:15, time: 0.368, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0342, loss_rpn_bbox: 0.0464, loss_cls: 0.2174, acc: 92.2261, loss_bbox: 0.2694, loss_mask: 0.2452, loss: 0.8126 +2024-05-27 19:06:13,270 - mmdet - INFO - Epoch [6][7100/7330] lr: 2.774e-05, eta: 4:27:57, time: 0.364, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0357, loss_rpn_bbox: 0.0476, loss_cls: 0.2196, acc: 92.1960, loss_bbox: 0.2700, loss_mask: 0.2554, loss: 0.8284 +2024-05-27 19:06:31,459 - mmdet - INFO - Epoch [6][7150/7330] lr: 2.774e-05, eta: 4:27:39, time: 0.364, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0360, loss_rpn_bbox: 0.0477, loss_cls: 0.2172, acc: 92.2332, loss_bbox: 0.2702, loss_mask: 0.2513, loss: 0.8224 +2024-05-27 19:06:49,647 - mmdet - INFO - Epoch [6][7200/7330] lr: 2.774e-05, eta: 4:27:21, time: 0.364, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0426, loss_cls: 0.2126, acc: 92.4661, loss_bbox: 0.2587, loss_mask: 0.2434, loss: 0.7891 +2024-05-27 19:07:08,019 - mmdet - INFO - Epoch [6][7250/7330] lr: 2.774e-05, eta: 4:27:03, time: 0.367, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0492, loss_cls: 0.2161, acc: 92.1582, loss_bbox: 0.2747, loss_mask: 0.2502, loss: 0.8227 +2024-05-27 19:07:26,127 - mmdet - INFO - Epoch [6][7300/7330] lr: 2.774e-05, eta: 4:26:45, time: 0.362, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0436, loss_cls: 0.2110, acc: 92.5042, loss_bbox: 0.2575, loss_mask: 0.2453, loss: 0.7902 +2024-05-27 19:07:37,827 - mmdet - INFO - Saving checkpoint at 6 epochs +2024-05-27 19:08:34,390 - mmdet - INFO - Evaluating bbox... +2024-05-27 19:09:02,841 - mmdet - INFO - + Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.413 + Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.672 + Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.452 + Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.256 + Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.458 + Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.554 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.544 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.544 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.544 + Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.360 + Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.596 + Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.697 + +2024-05-27 19:09:02,841 - mmdet - INFO - Evaluating segm... +2024-05-27 19:09:32,336 - mmdet - INFO - + Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.385 + Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.634 + Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.409 + Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.176 + Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.429 + Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.600 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.509 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.509 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.509 + Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.299 + Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.565 + Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.700 + +2024-05-27 19:09:32,861 - mmdet - INFO - Exp name: mask_rcnn_deit_vit_l_fpn_1x_coco_bs16.py +2024-05-27 19:09:32,861 - mmdet - INFO - Epoch(val) [6][625] bbox_mAP: 0.4130, bbox_mAP_50: 0.6720, bbox_mAP_75: 0.4520, bbox_mAP_s: 0.2560, bbox_mAP_m: 0.4580, bbox_mAP_l: 0.5540, bbox_mAP_copypaste: 0.413 0.672 0.452 0.256 0.458 0.554, segm_mAP: 0.3850, segm_mAP_50: 0.6340, segm_mAP_75: 0.4090, segm_mAP_s: 0.1760, segm_mAP_m: 0.4290, segm_mAP_l: 0.6000, segm_mAP_copypaste: 0.385 0.634 0.409 0.176 0.429 0.600 +2024-05-27 19:09:59,031 - mmdet - INFO - Epoch [7][50/7330] lr: 2.774e-05, eta: 4:26:13, time: 0.523, data_time: 0.089, memory: 7919, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0456, loss_cls: 0.2183, acc: 92.1726, loss_bbox: 0.2674, loss_mask: 0.2484, loss: 0.8120 +2024-05-27 19:10:17,409 - mmdet - INFO - Epoch [7][100/7330] lr: 2.774e-05, eta: 4:25:55, time: 0.368, data_time: 0.013, memory: 7919, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0473, loss_cls: 0.2180, acc: 92.0264, loss_bbox: 0.2722, loss_mask: 0.2451, loss: 0.8165 +2024-05-27 19:10:35,714 - mmdet - INFO - Epoch [7][150/7330] lr: 2.774e-05, eta: 4:25:37, time: 0.366, data_time: 0.018, memory: 7919, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0462, loss_cls: 0.2171, acc: 92.3506, loss_bbox: 0.2685, loss_mask: 0.2465, loss: 0.8115 +2024-05-27 19:10:54,131 - mmdet - INFO - Epoch [7][200/7330] lr: 2.774e-05, eta: 4:25:19, time: 0.368, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0426, loss_cls: 0.2156, acc: 92.3557, loss_bbox: 0.2663, loss_mask: 0.2480, loss: 0.8037 +2024-05-27 19:11:12,329 - mmdet - INFO - Epoch [7][250/7330] lr: 2.774e-05, eta: 4:25:00, time: 0.364, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0478, loss_cls: 0.2147, acc: 92.3845, loss_bbox: 0.2630, loss_mask: 0.2474, loss: 0.8077 +2024-05-27 19:11:30,686 - mmdet - INFO - Epoch [7][300/7330] lr: 2.774e-05, eta: 4:24:42, time: 0.367, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0493, loss_cls: 0.2221, acc: 92.0000, loss_bbox: 0.2779, loss_mask: 0.2516, loss: 0.8346 +2024-05-27 19:11:48,937 - mmdet - INFO - Epoch [7][350/7330] lr: 2.774e-05, eta: 4:24:24, time: 0.365, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0510, loss_cls: 0.2211, acc: 91.9758, loss_bbox: 0.2776, loss_mask: 0.2487, loss: 0.8318 +2024-05-27 19:12:07,121 - mmdet - INFO - Epoch [7][400/7330] lr: 2.774e-05, eta: 4:24:06, time: 0.364, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0485, loss_cls: 0.2110, acc: 92.3601, loss_bbox: 0.2656, loss_mask: 0.2447, loss: 0.7993 +2024-05-27 19:12:25,327 - mmdet - INFO - Epoch [7][450/7330] lr: 2.774e-05, eta: 4:23:48, time: 0.364, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0435, loss_cls: 0.2051, acc: 92.5959, loss_bbox: 0.2581, loss_mask: 0.2414, loss: 0.7782 +2024-05-27 19:12:43,437 - mmdet - INFO - Epoch [7][500/7330] lr: 2.774e-05, eta: 4:23:30, time: 0.362, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0337, loss_rpn_bbox: 0.0463, loss_cls: 0.2079, acc: 92.5374, loss_bbox: 0.2608, loss_mask: 0.2473, loss: 0.7960 +2024-05-27 19:13:01,606 - mmdet - INFO - Epoch [7][550/7330] lr: 2.774e-05, eta: 4:23:12, time: 0.363, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0492, loss_cls: 0.2277, acc: 92.0393, loss_bbox: 0.2773, loss_mask: 0.2586, loss: 0.8464 +2024-05-27 19:13:19,801 - mmdet - INFO - Epoch [7][600/7330] lr: 2.774e-05, eta: 4:22:53, time: 0.364, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0459, loss_cls: 0.2076, acc: 92.5085, loss_bbox: 0.2598, loss_mask: 0.2438, loss: 0.7895 +2024-05-27 19:13:38,011 - mmdet - INFO - Epoch [7][650/7330] lr: 2.774e-05, eta: 4:22:35, time: 0.364, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0442, loss_cls: 0.2061, acc: 92.6028, loss_bbox: 0.2566, loss_mask: 0.2395, loss: 0.7790 +2024-05-27 19:13:56,120 - mmdet - INFO - Epoch [7][700/7330] lr: 2.774e-05, eta: 4:22:17, time: 0.362, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0353, loss_rpn_bbox: 0.0460, loss_cls: 0.2156, acc: 92.2776, loss_bbox: 0.2697, loss_mask: 0.2542, loss: 0.8207 +2024-05-27 19:14:14,319 - mmdet - INFO - Epoch [7][750/7330] lr: 2.774e-05, eta: 4:21:59, time: 0.364, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0475, loss_cls: 0.2168, acc: 92.2175, loss_bbox: 0.2716, loss_mask: 0.2447, loss: 0.8130 +2024-05-27 19:14:34,749 - mmdet - INFO - Epoch [7][800/7330] lr: 2.774e-05, eta: 4:21:43, time: 0.409, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0359, loss_rpn_bbox: 0.0453, loss_cls: 0.2147, acc: 92.2678, loss_bbox: 0.2670, loss_mask: 0.2488, loss: 0.8116 +2024-05-27 19:14:53,092 - mmdet - INFO - Epoch [7][850/7330] lr: 2.774e-05, eta: 4:21:25, time: 0.367, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0445, loss_cls: 0.2084, acc: 92.5115, loss_bbox: 0.2581, loss_mask: 0.2386, loss: 0.7809 +2024-05-27 19:15:11,510 - mmdet - INFO - Epoch [7][900/7330] lr: 2.774e-05, eta: 4:21:07, time: 0.368, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0434, loss_cls: 0.2163, acc: 92.3347, loss_bbox: 0.2648, loss_mask: 0.2443, loss: 0.8009 +2024-05-27 19:15:29,854 - mmdet - INFO - Epoch [7][950/7330] lr: 2.774e-05, eta: 4:20:49, time: 0.367, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0464, loss_cls: 0.2100, acc: 92.4487, loss_bbox: 0.2649, loss_mask: 0.2525, loss: 0.8062 +2024-05-27 19:15:48,247 - mmdet - INFO - Epoch [7][1000/7330] lr: 2.774e-05, eta: 4:20:31, time: 0.368, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0455, loss_cls: 0.2103, acc: 92.4302, loss_bbox: 0.2621, loss_mask: 0.2458, loss: 0.7956 +2024-05-27 19:16:06,687 - mmdet - INFO - Epoch [7][1050/7330] lr: 2.774e-05, eta: 4:20:13, time: 0.369, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0475, loss_cls: 0.2158, acc: 92.1277, loss_bbox: 0.2715, loss_mask: 0.2458, loss: 0.8137 +2024-05-27 19:16:25,086 - mmdet - INFO - Epoch [7][1100/7330] lr: 2.774e-05, eta: 4:19:55, time: 0.368, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0474, loss_cls: 0.2190, acc: 92.0879, loss_bbox: 0.2724, loss_mask: 0.2517, loss: 0.8211 +2024-05-27 19:16:43,511 - mmdet - INFO - Epoch [7][1150/7330] lr: 2.774e-05, eta: 4:19:37, time: 0.368, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0478, loss_cls: 0.2088, acc: 92.2524, loss_bbox: 0.2713, loss_mask: 0.2442, loss: 0.8041 +2024-05-27 19:17:02,115 - mmdet - INFO - Epoch [7][1200/7330] lr: 2.774e-05, eta: 4:19:19, time: 0.372, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0360, loss_rpn_bbox: 0.0480, loss_cls: 0.2213, acc: 92.1790, loss_bbox: 0.2730, loss_mask: 0.2536, loss: 0.8318 +2024-05-27 19:17:22,723 - mmdet - INFO - Epoch [7][1250/7330] lr: 2.774e-05, eta: 4:19:03, time: 0.412, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0440, loss_cls: 0.2101, acc: 92.2893, loss_bbox: 0.2628, loss_mask: 0.2418, loss: 0.7879 +2024-05-27 19:17:41,310 - mmdet - INFO - Epoch [7][1300/7330] lr: 2.774e-05, eta: 4:18:45, time: 0.372, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0368, loss_rpn_bbox: 0.0498, loss_cls: 0.2272, acc: 91.8206, loss_bbox: 0.2814, loss_mask: 0.2488, loss: 0.8441 +2024-05-27 19:17:59,945 - mmdet - INFO - Epoch [7][1350/7330] lr: 2.774e-05, eta: 4:18:28, time: 0.373, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0485, loss_cls: 0.2133, acc: 92.1174, loss_bbox: 0.2796, loss_mask: 0.2476, loss: 0.8198 +2024-05-27 19:18:18,396 - mmdet - INFO - Epoch [7][1400/7330] lr: 2.774e-05, eta: 4:18:10, time: 0.369, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0468, loss_cls: 0.2103, acc: 92.3467, loss_bbox: 0.2689, loss_mask: 0.2496, loss: 0.8083 +2024-05-27 19:18:36,799 - mmdet - INFO - Epoch [7][1450/7330] lr: 2.774e-05, eta: 4:17:52, time: 0.368, data_time: 0.013, memory: 7919, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0425, loss_cls: 0.2036, acc: 92.8118, loss_bbox: 0.2512, loss_mask: 0.2386, loss: 0.7651 +2024-05-27 19:18:55,364 - mmdet - INFO - Epoch [7][1500/7330] lr: 2.774e-05, eta: 4:17:34, time: 0.371, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0475, loss_cls: 0.2132, acc: 92.3682, loss_bbox: 0.2669, loss_mask: 0.2442, loss: 0.8039 +2024-05-27 19:19:13,882 - mmdet - INFO - Epoch [7][1550/7330] lr: 2.774e-05, eta: 4:17:16, time: 0.370, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0476, loss_cls: 0.2262, acc: 91.9478, loss_bbox: 0.2795, loss_mask: 0.2537, loss: 0.8413 +2024-05-27 19:19:32,422 - mmdet - INFO - Epoch [7][1600/7330] lr: 2.774e-05, eta: 4:16:58, time: 0.371, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0456, loss_cls: 0.2207, acc: 92.0569, loss_bbox: 0.2790, loss_mask: 0.2500, loss: 0.8269 +2024-05-27 19:19:50,855 - mmdet - INFO - Epoch [7][1650/7330] lr: 2.774e-05, eta: 4:16:40, time: 0.369, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0442, loss_cls: 0.2103, acc: 92.4736, loss_bbox: 0.2586, loss_mask: 0.2418, loss: 0.7858 +2024-05-27 19:20:12,061 - mmdet - INFO - Epoch [7][1700/7330] lr: 2.774e-05, eta: 4:16:25, time: 0.424, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0437, loss_cls: 0.2031, acc: 92.5762, loss_bbox: 0.2620, loss_mask: 0.2371, loss: 0.7747 +2024-05-27 19:20:30,355 - mmdet - INFO - Epoch [7][1750/7330] lr: 2.774e-05, eta: 4:16:07, time: 0.366, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0348, loss_rpn_bbox: 0.0463, loss_cls: 0.2076, acc: 92.4834, loss_bbox: 0.2626, loss_mask: 0.2473, loss: 0.7987 +2024-05-27 19:20:48,624 - mmdet - INFO - Epoch [7][1800/7330] lr: 2.774e-05, eta: 4:15:49, time: 0.365, data_time: 0.018, memory: 7919, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0464, loss_cls: 0.2108, acc: 92.5474, loss_bbox: 0.2634, loss_mask: 0.2482, loss: 0.8008 +2024-05-27 19:21:07,032 - mmdet - INFO - Epoch [7][1850/7330] lr: 2.774e-05, eta: 4:15:31, time: 0.368, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0430, loss_cls: 0.2124, acc: 92.3298, loss_bbox: 0.2672, loss_mask: 0.2448, loss: 0.7955 +2024-05-27 19:21:27,890 - mmdet - INFO - Epoch [7][1900/7330] lr: 2.774e-05, eta: 4:15:15, time: 0.417, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0360, loss_rpn_bbox: 0.0463, loss_cls: 0.2236, acc: 92.0659, loss_bbox: 0.2737, loss_mask: 0.2490, loss: 0.8285 +2024-05-27 19:21:46,341 - mmdet - INFO - Epoch [7][1950/7330] lr: 2.774e-05, eta: 4:14:57, time: 0.369, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0442, loss_cls: 0.2038, acc: 92.5593, loss_bbox: 0.2611, loss_mask: 0.2419, loss: 0.7791 +2024-05-27 19:22:06,779 - mmdet - INFO - Epoch [7][2000/7330] lr: 2.774e-05, eta: 4:14:41, time: 0.409, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0439, loss_cls: 0.1992, acc: 92.8584, loss_bbox: 0.2488, loss_mask: 0.2432, loss: 0.7650 +2024-05-27 19:22:27,793 - mmdet - INFO - Epoch [7][2050/7330] lr: 2.774e-05, eta: 4:14:25, time: 0.420, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0464, loss_cls: 0.2232, acc: 92.1265, loss_bbox: 0.2695, loss_mask: 0.2515, loss: 0.8219 +2024-05-27 19:22:46,272 - mmdet - INFO - Epoch [7][2100/7330] lr: 2.774e-05, eta: 4:14:07, time: 0.370, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0482, loss_cls: 0.2211, acc: 92.1460, loss_bbox: 0.2715, loss_mask: 0.2518, loss: 0.8262 +2024-05-27 19:23:04,710 - mmdet - INFO - Epoch [7][2150/7330] lr: 2.774e-05, eta: 4:13:49, time: 0.369, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0452, loss_cls: 0.2149, acc: 92.1921, loss_bbox: 0.2685, loss_mask: 0.2435, loss: 0.8036 +2024-05-27 19:23:23,172 - mmdet - INFO - Epoch [7][2200/7330] lr: 2.774e-05, eta: 4:13:31, time: 0.369, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0488, loss_cls: 0.2186, acc: 92.1997, loss_bbox: 0.2692, loss_mask: 0.2466, loss: 0.8155 +2024-05-27 19:23:41,625 - mmdet - INFO - Epoch [7][2250/7330] lr: 2.774e-05, eta: 4:13:13, time: 0.369, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0463, loss_cls: 0.2170, acc: 92.2209, loss_bbox: 0.2669, loss_mask: 0.2434, loss: 0.8065 +2024-05-27 19:24:00,024 - mmdet - INFO - Epoch [7][2300/7330] lr: 2.774e-05, eta: 4:12:55, time: 0.368, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0449, loss_cls: 0.2088, acc: 92.5051, loss_bbox: 0.2567, loss_mask: 0.2446, loss: 0.7868 +2024-05-27 19:24:18,397 - mmdet - INFO - Epoch [7][2350/7330] lr: 2.774e-05, eta: 4:12:37, time: 0.367, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0482, loss_cls: 0.2177, acc: 92.1182, loss_bbox: 0.2732, loss_mask: 0.2507, loss: 0.8226 +2024-05-27 19:24:36,715 - mmdet - INFO - Epoch [7][2400/7330] lr: 2.774e-05, eta: 4:12:19, time: 0.366, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0470, loss_cls: 0.2092, acc: 92.4854, loss_bbox: 0.2662, loss_mask: 0.2481, loss: 0.8037 +2024-05-27 19:24:55,004 - mmdet - INFO - Epoch [7][2450/7330] lr: 2.774e-05, eta: 4:12:01, time: 0.366, data_time: 0.018, memory: 7919, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0489, loss_cls: 0.2185, acc: 92.0706, loss_bbox: 0.2779, loss_mask: 0.2499, loss: 0.8259 +2024-05-27 19:25:13,446 - mmdet - INFO - Epoch [7][2500/7330] lr: 2.774e-05, eta: 4:11:43, time: 0.369, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0464, loss_cls: 0.2197, acc: 92.0146, loss_bbox: 0.2760, loss_mask: 0.2542, loss: 0.8306 +2024-05-27 19:25:31,953 - mmdet - INFO - Epoch [7][2550/7330] lr: 2.774e-05, eta: 4:11:25, time: 0.370, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0359, loss_rpn_bbox: 0.0498, loss_cls: 0.2307, acc: 91.7537, loss_bbox: 0.2811, loss_mask: 0.2556, loss: 0.8532 +2024-05-27 19:25:50,267 - mmdet - INFO - Epoch [7][2600/7330] lr: 2.774e-05, eta: 4:11:07, time: 0.366, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0357, loss_rpn_bbox: 0.0488, loss_cls: 0.2162, acc: 92.2439, loss_bbox: 0.2709, loss_mask: 0.2513, loss: 0.8230 +2024-05-27 19:26:08,609 - mmdet - INFO - Epoch [7][2650/7330] lr: 2.774e-05, eta: 4:10:49, time: 0.367, data_time: 0.019, memory: 7919, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0502, loss_cls: 0.2197, acc: 92.0645, loss_bbox: 0.2718, loss_mask: 0.2503, loss: 0.8254 +2024-05-27 19:26:26,899 - mmdet - INFO - Epoch [7][2700/7330] lr: 2.774e-05, eta: 4:10:31, time: 0.366, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0446, loss_cls: 0.2112, acc: 92.4722, loss_bbox: 0.2657, loss_mask: 0.2440, loss: 0.7947 +2024-05-27 19:26:45,280 - mmdet - INFO - Epoch [7][2750/7330] lr: 2.774e-05, eta: 4:10:13, time: 0.368, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0349, loss_rpn_bbox: 0.0491, loss_cls: 0.2170, acc: 92.2161, loss_bbox: 0.2732, loss_mask: 0.2500, loss: 0.8243 +2024-05-27 19:27:03,576 - mmdet - INFO - Epoch [7][2800/7330] lr: 2.774e-05, eta: 4:09:54, time: 0.366, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0342, loss_rpn_bbox: 0.0479, loss_cls: 0.2163, acc: 92.2161, loss_bbox: 0.2745, loss_mask: 0.2535, loss: 0.8263 +2024-05-27 19:27:21,942 - mmdet - INFO - Epoch [7][2850/7330] lr: 2.774e-05, eta: 4:09:36, time: 0.367, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0451, loss_cls: 0.2083, acc: 92.3508, loss_bbox: 0.2692, loss_mask: 0.2528, loss: 0.8057 +2024-05-27 19:27:40,270 - mmdet - INFO - Epoch [7][2900/7330] lr: 2.774e-05, eta: 4:09:18, time: 0.366, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0482, loss_cls: 0.2118, acc: 92.4304, loss_bbox: 0.2693, loss_mask: 0.2472, loss: 0.8094 +2024-05-27 19:27:58,565 - mmdet - INFO - Epoch [7][2950/7330] lr: 2.774e-05, eta: 4:09:00, time: 0.366, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0454, loss_cls: 0.2118, acc: 92.3425, loss_bbox: 0.2635, loss_mask: 0.2399, loss: 0.7929 +2024-05-27 19:28:16,810 - mmdet - INFO - Epoch [7][3000/7330] lr: 2.774e-05, eta: 4:08:42, time: 0.365, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0435, loss_cls: 0.2081, acc: 92.4280, loss_bbox: 0.2605, loss_mask: 0.2477, loss: 0.7916 +2024-05-27 19:28:35,073 - mmdet - INFO - Epoch [7][3050/7330] lr: 2.774e-05, eta: 4:08:24, time: 0.365, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0342, loss_rpn_bbox: 0.0502, loss_cls: 0.2169, acc: 92.1533, loss_bbox: 0.2736, loss_mask: 0.2495, loss: 0.8244 +2024-05-27 19:28:53,404 - mmdet - INFO - Epoch [7][3100/7330] lr: 2.774e-05, eta: 4:08:06, time: 0.367, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0470, loss_cls: 0.2058, acc: 92.5725, loss_bbox: 0.2589, loss_mask: 0.2417, loss: 0.7873 +2024-05-27 19:29:11,965 - mmdet - INFO - Epoch [7][3150/7330] lr: 2.774e-05, eta: 4:07:48, time: 0.371, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0341, loss_rpn_bbox: 0.0500, loss_cls: 0.2229, acc: 91.9126, loss_bbox: 0.2822, loss_mask: 0.2441, loss: 0.8333 +2024-05-27 19:29:30,261 - mmdet - INFO - Epoch [7][3200/7330] lr: 2.774e-05, eta: 4:07:30, time: 0.366, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0451, loss_cls: 0.2153, acc: 92.1995, loss_bbox: 0.2692, loss_mask: 0.2510, loss: 0.8125 +2024-05-27 19:29:48,688 - mmdet - INFO - Epoch [7][3250/7330] lr: 2.774e-05, eta: 4:07:12, time: 0.369, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0466, loss_cls: 0.2089, acc: 92.4070, loss_bbox: 0.2667, loss_mask: 0.2452, loss: 0.7987 +2024-05-27 19:30:06,995 - mmdet - INFO - Epoch [7][3300/7330] lr: 2.774e-05, eta: 4:06:53, time: 0.366, data_time: 0.018, memory: 7919, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0470, loss_cls: 0.2147, acc: 92.3572, loss_bbox: 0.2673, loss_mask: 0.2476, loss: 0.8081 +2024-05-27 19:30:25,299 - mmdet - INFO - Epoch [7][3350/7330] lr: 2.774e-05, eta: 4:06:35, time: 0.366, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0464, loss_cls: 0.2039, acc: 92.4851, loss_bbox: 0.2647, loss_mask: 0.2380, loss: 0.7818 +2024-05-27 19:30:43,588 - mmdet - INFO - Epoch [7][3400/7330] lr: 2.774e-05, eta: 4:06:17, time: 0.366, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0344, loss_rpn_bbox: 0.0469, loss_cls: 0.2180, acc: 92.2854, loss_bbox: 0.2649, loss_mask: 0.2521, loss: 0.8163 +2024-05-27 19:31:01,958 - mmdet - INFO - Epoch [7][3450/7330] lr: 2.774e-05, eta: 4:05:59, time: 0.367, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0427, loss_cls: 0.2014, acc: 92.6301, loss_bbox: 0.2549, loss_mask: 0.2423, loss: 0.7704 +2024-05-27 19:31:20,318 - mmdet - INFO - Epoch [7][3500/7330] lr: 2.774e-05, eta: 4:05:41, time: 0.367, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0366, loss_rpn_bbox: 0.0499, loss_cls: 0.2244, acc: 92.0833, loss_bbox: 0.2762, loss_mask: 0.2539, loss: 0.8411 +2024-05-27 19:31:38,605 - mmdet - INFO - Epoch [7][3550/7330] lr: 2.774e-05, eta: 4:05:23, time: 0.366, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0426, loss_cls: 0.1957, acc: 92.8699, loss_bbox: 0.2529, loss_mask: 0.2402, loss: 0.7601 +2024-05-27 19:31:56,964 - mmdet - INFO - Epoch [7][3600/7330] lr: 2.774e-05, eta: 4:05:05, time: 0.367, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0463, loss_cls: 0.2053, acc: 92.6079, loss_bbox: 0.2627, loss_mask: 0.2441, loss: 0.7875 +2024-05-27 19:32:17,665 - mmdet - INFO - Epoch [7][3650/7330] lr: 2.774e-05, eta: 4:04:49, time: 0.414, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0455, loss_cls: 0.2088, acc: 92.4485, loss_bbox: 0.2604, loss_mask: 0.2464, loss: 0.7904 +2024-05-27 19:32:36,021 - mmdet - INFO - Epoch [7][3700/7330] lr: 2.774e-05, eta: 4:04:31, time: 0.367, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0364, loss_rpn_bbox: 0.0474, loss_cls: 0.2198, acc: 92.1414, loss_bbox: 0.2707, loss_mask: 0.2440, loss: 0.8182 +2024-05-27 19:32:54,485 - mmdet - INFO - Epoch [7][3750/7330] lr: 2.774e-05, eta: 4:04:13, time: 0.369, data_time: 0.018, memory: 7919, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0457, loss_cls: 0.2090, acc: 92.3535, loss_bbox: 0.2644, loss_mask: 0.2432, loss: 0.7936 +2024-05-27 19:33:12,948 - mmdet - INFO - Epoch [7][3800/7330] lr: 2.774e-05, eta: 4:03:55, time: 0.369, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0464, loss_cls: 0.2103, acc: 92.4282, loss_bbox: 0.2668, loss_mask: 0.2478, loss: 0.8029 +2024-05-27 19:33:31,148 - mmdet - INFO - Epoch [7][3850/7330] lr: 2.774e-05, eta: 4:03:36, time: 0.364, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0459, loss_cls: 0.2088, acc: 92.3501, loss_bbox: 0.2635, loss_mask: 0.2472, loss: 0.7969 +2024-05-27 19:33:49,340 - mmdet - INFO - Epoch [7][3900/7330] lr: 2.774e-05, eta: 4:03:18, time: 0.364, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0447, loss_cls: 0.2148, acc: 92.2351, loss_bbox: 0.2624, loss_mask: 0.2417, loss: 0.7975 +2024-05-27 19:34:07,577 - mmdet - INFO - Epoch [7][3950/7330] lr: 2.774e-05, eta: 4:03:00, time: 0.365, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0463, loss_cls: 0.2078, acc: 92.5750, loss_bbox: 0.2586, loss_mask: 0.2502, loss: 0.7933 +2024-05-27 19:34:25,949 - mmdet - INFO - Epoch [7][4000/7330] lr: 2.774e-05, eta: 4:02:42, time: 0.367, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0433, loss_cls: 0.2057, acc: 92.5288, loss_bbox: 0.2604, loss_mask: 0.2458, loss: 0.7865 +2024-05-27 19:34:44,393 - mmdet - INFO - Epoch [7][4050/7330] lr: 2.774e-05, eta: 4:02:24, time: 0.369, data_time: 0.018, memory: 7919, loss_rpn_cls: 0.0377, loss_rpn_bbox: 0.0529, loss_cls: 0.2259, acc: 91.9146, loss_bbox: 0.2796, loss_mask: 0.2585, loss: 0.8546 +2024-05-27 19:35:02,791 - mmdet - INFO - Epoch [7][4100/7330] lr: 2.774e-05, eta: 4:02:06, time: 0.368, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0462, loss_cls: 0.2130, acc: 92.4365, loss_bbox: 0.2613, loss_mask: 0.2446, loss: 0.7979 +2024-05-27 19:35:21,172 - mmdet - INFO - Epoch [7][4150/7330] lr: 2.774e-05, eta: 4:01:48, time: 0.368, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0465, loss_cls: 0.2219, acc: 92.1841, loss_bbox: 0.2700, loss_mask: 0.2489, loss: 0.8210 +2024-05-27 19:35:39,386 - mmdet - INFO - Epoch [7][4200/7330] lr: 2.774e-05, eta: 4:01:30, time: 0.364, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0342, loss_rpn_bbox: 0.0484, loss_cls: 0.2159, acc: 92.2031, loss_bbox: 0.2713, loss_mask: 0.2497, loss: 0.8196 +2024-05-27 19:35:57,775 - mmdet - INFO - Epoch [7][4250/7330] lr: 2.774e-05, eta: 4:01:12, time: 0.368, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0361, loss_rpn_bbox: 0.0474, loss_cls: 0.2173, acc: 92.1248, loss_bbox: 0.2677, loss_mask: 0.2466, loss: 0.8150 +2024-05-27 19:36:16,050 - mmdet - INFO - Epoch [7][4300/7330] lr: 2.774e-05, eta: 4:00:53, time: 0.366, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0456, loss_cls: 0.2177, acc: 92.1956, loss_bbox: 0.2703, loss_mask: 0.2473, loss: 0.8137 +2024-05-27 19:36:34,240 - mmdet - INFO - Epoch [7][4350/7330] lr: 2.774e-05, eta: 4:00:35, time: 0.364, data_time: 0.021, memory: 7919, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0453, loss_cls: 0.2176, acc: 92.2637, loss_bbox: 0.2687, loss_mask: 0.2474, loss: 0.8105 +2024-05-27 19:36:52,482 - mmdet - INFO - Epoch [7][4400/7330] lr: 2.774e-05, eta: 4:00:17, time: 0.365, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0431, loss_cls: 0.2108, acc: 92.3340, loss_bbox: 0.2665, loss_mask: 0.2431, loss: 0.7944 +2024-05-27 19:37:10,906 - mmdet - INFO - Epoch [7][4450/7330] lr: 2.774e-05, eta: 3:59:59, time: 0.368, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0474, loss_cls: 0.2077, acc: 92.5042, loss_bbox: 0.2569, loss_mask: 0.2400, loss: 0.7850 +2024-05-27 19:37:29,230 - mmdet - INFO - Epoch [7][4500/7330] lr: 2.774e-05, eta: 3:59:41, time: 0.366, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0351, loss_rpn_bbox: 0.0485, loss_cls: 0.2219, acc: 92.1052, loss_bbox: 0.2745, loss_mask: 0.2552, loss: 0.8352 +2024-05-27 19:37:47,575 - mmdet - INFO - Epoch [7][4550/7330] lr: 2.774e-05, eta: 3:59:23, time: 0.367, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0337, loss_rpn_bbox: 0.0474, loss_cls: 0.2270, acc: 92.0164, loss_bbox: 0.2762, loss_mask: 0.2519, loss: 0.8362 +2024-05-27 19:38:05,848 - mmdet - INFO - Epoch [7][4600/7330] lr: 2.774e-05, eta: 3:59:04, time: 0.365, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0473, loss_cls: 0.2200, acc: 92.1792, loss_bbox: 0.2687, loss_mask: 0.2492, loss: 0.8186 +2024-05-27 19:38:24,272 - mmdet - INFO - Epoch [7][4650/7330] lr: 2.774e-05, eta: 3:58:46, time: 0.368, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0435, loss_cls: 0.2166, acc: 92.4458, loss_bbox: 0.2663, loss_mask: 0.2462, loss: 0.8041 +2024-05-27 19:38:42,482 - mmdet - INFO - Epoch [7][4700/7330] lr: 2.774e-05, eta: 3:58:28, time: 0.364, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0449, loss_cls: 0.2141, acc: 92.3911, loss_bbox: 0.2622, loss_mask: 0.2473, loss: 0.8013 +2024-05-27 19:39:00,706 - mmdet - INFO - Epoch [7][4750/7330] lr: 2.774e-05, eta: 3:58:10, time: 0.364, data_time: 0.018, memory: 7919, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0437, loss_cls: 0.2148, acc: 92.3064, loss_bbox: 0.2670, loss_mask: 0.2499, loss: 0.8067 +2024-05-27 19:39:18,975 - mmdet - INFO - Epoch [7][4800/7330] lr: 2.774e-05, eta: 3:57:52, time: 0.365, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0467, loss_cls: 0.2170, acc: 92.1702, loss_bbox: 0.2681, loss_mask: 0.2480, loss: 0.8101 +2024-05-27 19:39:37,259 - mmdet - INFO - Epoch [7][4850/7330] lr: 2.774e-05, eta: 3:57:34, time: 0.366, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0415, loss_cls: 0.2066, acc: 92.7603, loss_bbox: 0.2531, loss_mask: 0.2412, loss: 0.7742 +2024-05-27 19:39:55,538 - mmdet - INFO - Epoch [7][4900/7330] lr: 2.774e-05, eta: 3:57:16, time: 0.366, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0427, loss_cls: 0.2126, acc: 92.4841, loss_bbox: 0.2583, loss_mask: 0.2475, loss: 0.7923 +2024-05-27 19:40:13,848 - mmdet - INFO - Epoch [7][4950/7330] lr: 2.774e-05, eta: 3:56:57, time: 0.366, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0377, loss_rpn_bbox: 0.0470, loss_cls: 0.2173, acc: 92.2397, loss_bbox: 0.2701, loss_mask: 0.2497, loss: 0.8218 +2024-05-27 19:40:32,149 - mmdet - INFO - Epoch [7][5000/7330] lr: 2.774e-05, eta: 3:56:39, time: 0.366, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0451, loss_cls: 0.2187, acc: 92.1970, loss_bbox: 0.2613, loss_mask: 0.2455, loss: 0.8040 +2024-05-27 19:40:50,432 - mmdet - INFO - Epoch [7][5050/7330] lr: 2.774e-05, eta: 3:56:21, time: 0.366, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0444, loss_cls: 0.2144, acc: 92.3416, loss_bbox: 0.2624, loss_mask: 0.2520, loss: 0.8057 +2024-05-27 19:41:08,872 - mmdet - INFO - Epoch [7][5100/7330] lr: 2.774e-05, eta: 3:56:03, time: 0.369, data_time: 0.018, memory: 7919, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0449, loss_cls: 0.2163, acc: 92.2222, loss_bbox: 0.2760, loss_mask: 0.2450, loss: 0.8158 +2024-05-27 19:41:27,109 - mmdet - INFO - Epoch [7][5150/7330] lr: 2.774e-05, eta: 3:55:45, time: 0.365, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0468, loss_cls: 0.2197, acc: 92.2063, loss_bbox: 0.2670, loss_mask: 0.2435, loss: 0.8098 +2024-05-27 19:41:45,241 - mmdet - INFO - Epoch [7][5200/7330] lr: 2.774e-05, eta: 3:55:27, time: 0.363, data_time: 0.013, memory: 7919, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0423, loss_cls: 0.1974, acc: 92.8792, loss_bbox: 0.2454, loss_mask: 0.2412, loss: 0.7558 +2024-05-27 19:42:03,740 - mmdet - INFO - Epoch [7][5250/7330] lr: 2.774e-05, eta: 3:55:09, time: 0.370, data_time: 0.019, memory: 7919, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0470, loss_cls: 0.2156, acc: 92.2363, loss_bbox: 0.2752, loss_mask: 0.2496, loss: 0.8197 +2024-05-27 19:42:21,926 - mmdet - INFO - Epoch [7][5300/7330] lr: 2.774e-05, eta: 3:54:50, time: 0.364, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0449, loss_cls: 0.2074, acc: 92.4424, loss_bbox: 0.2595, loss_mask: 0.2441, loss: 0.7865 +2024-05-27 19:42:40,203 - mmdet - INFO - Epoch [7][5350/7330] lr: 2.774e-05, eta: 3:54:32, time: 0.366, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0476, loss_cls: 0.2112, acc: 92.4746, loss_bbox: 0.2612, loss_mask: 0.2453, loss: 0.7976 +2024-05-27 19:42:58,679 - mmdet - INFO - Epoch [7][5400/7330] lr: 2.774e-05, eta: 3:54:14, time: 0.370, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0473, loss_cls: 0.2152, acc: 92.2781, loss_bbox: 0.2670, loss_mask: 0.2485, loss: 0.8115 +2024-05-27 19:43:17,077 - mmdet - INFO - Epoch [7][5450/7330] lr: 2.774e-05, eta: 3:53:56, time: 0.368, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0435, loss_cls: 0.2111, acc: 92.3450, loss_bbox: 0.2628, loss_mask: 0.2421, loss: 0.7928 +2024-05-27 19:43:35,522 - mmdet - INFO - Epoch [7][5500/7330] lr: 2.774e-05, eta: 3:53:38, time: 0.369, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0346, loss_rpn_bbox: 0.0485, loss_cls: 0.2201, acc: 92.1038, loss_bbox: 0.2720, loss_mask: 0.2569, loss: 0.8321 +2024-05-27 19:43:53,900 - mmdet - INFO - Epoch [7][5550/7330] lr: 2.774e-05, eta: 3:53:20, time: 0.368, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0337, loss_rpn_bbox: 0.0464, loss_cls: 0.2184, acc: 92.1770, loss_bbox: 0.2664, loss_mask: 0.2461, loss: 0.8110 +2024-05-27 19:44:12,388 - mmdet - INFO - Epoch [7][5600/7330] lr: 2.774e-05, eta: 3:53:02, time: 0.370, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0470, loss_cls: 0.2179, acc: 92.2798, loss_bbox: 0.2680, loss_mask: 0.2493, loss: 0.8166 +2024-05-27 19:44:30,924 - mmdet - INFO - Epoch [7][5650/7330] lr: 2.774e-05, eta: 3:52:44, time: 0.371, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0342, loss_rpn_bbox: 0.0471, loss_cls: 0.2241, acc: 92.0027, loss_bbox: 0.2788, loss_mask: 0.2452, loss: 0.8294 +2024-05-27 19:44:49,487 - mmdet - INFO - Epoch [7][5700/7330] lr: 2.774e-05, eta: 3:52:26, time: 0.371, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0446, loss_cls: 0.2169, acc: 92.2864, loss_bbox: 0.2689, loss_mask: 0.2505, loss: 0.8136 +2024-05-27 19:45:08,095 - mmdet - INFO - Epoch [7][5750/7330] lr: 2.774e-05, eta: 3:52:08, time: 0.372, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0473, loss_cls: 0.2174, acc: 92.2441, loss_bbox: 0.2718, loss_mask: 0.2461, loss: 0.8159 +2024-05-27 19:45:26,524 - mmdet - INFO - Epoch [7][5800/7330] lr: 2.774e-05, eta: 3:51:50, time: 0.369, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0431, loss_cls: 0.2108, acc: 92.4993, loss_bbox: 0.2626, loss_mask: 0.2463, loss: 0.7939 +2024-05-27 19:45:44,844 - mmdet - INFO - Epoch [7][5850/7330] lr: 2.774e-05, eta: 3:51:32, time: 0.366, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0473, loss_cls: 0.2147, acc: 92.3655, loss_bbox: 0.2610, loss_mask: 0.2519, loss: 0.8076 +2024-05-27 19:46:03,242 - mmdet - INFO - Epoch [7][5900/7330] lr: 2.774e-05, eta: 3:51:14, time: 0.368, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0450, loss_cls: 0.2027, acc: 92.6963, loss_bbox: 0.2593, loss_mask: 0.2412, loss: 0.7763 +2024-05-27 19:46:21,543 - mmdet - INFO - Epoch [7][5950/7330] lr: 2.774e-05, eta: 3:50:56, time: 0.366, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0461, loss_cls: 0.2033, acc: 92.6047, loss_bbox: 0.2573, loss_mask: 0.2392, loss: 0.7793 +2024-05-27 19:46:39,904 - mmdet - INFO - Epoch [7][6000/7330] lr: 2.774e-05, eta: 3:50:38, time: 0.367, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0455, loss_cls: 0.2068, acc: 92.5522, loss_bbox: 0.2569, loss_mask: 0.2423, loss: 0.7831 +2024-05-27 19:46:58,261 - mmdet - INFO - Epoch [7][6050/7330] lr: 2.774e-05, eta: 3:50:19, time: 0.367, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0457, loss_cls: 0.2121, acc: 92.4124, loss_bbox: 0.2627, loss_mask: 0.2507, loss: 0.8047 +2024-05-27 19:47:16,596 - mmdet - INFO - Epoch [7][6100/7330] lr: 2.774e-05, eta: 3:50:01, time: 0.367, data_time: 0.019, memory: 7919, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0460, loss_cls: 0.2146, acc: 92.3123, loss_bbox: 0.2674, loss_mask: 0.2510, loss: 0.8113 +2024-05-27 19:47:35,048 - mmdet - INFO - Epoch [7][6150/7330] lr: 2.774e-05, eta: 3:49:43, time: 0.369, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0362, loss_rpn_bbox: 0.0470, loss_cls: 0.2242, acc: 92.2026, loss_bbox: 0.2641, loss_mask: 0.2556, loss: 0.8271 +2024-05-27 19:47:53,466 - mmdet - INFO - Epoch [7][6200/7330] lr: 2.774e-05, eta: 3:49:25, time: 0.368, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0464, loss_cls: 0.2141, acc: 92.4875, loss_bbox: 0.2584, loss_mask: 0.2505, loss: 0.8021 +2024-05-27 19:48:12,144 - mmdet - INFO - Epoch [7][6250/7330] lr: 2.774e-05, eta: 3:49:07, time: 0.374, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0485, loss_cls: 0.2213, acc: 92.0173, loss_bbox: 0.2714, loss_mask: 0.2449, loss: 0.8195 +2024-05-27 19:48:30,539 - mmdet - INFO - Epoch [7][6300/7330] lr: 2.774e-05, eta: 3:48:49, time: 0.368, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0452, loss_cls: 0.2138, acc: 92.4070, loss_bbox: 0.2631, loss_mask: 0.2389, loss: 0.7910 +2024-05-27 19:48:48,819 - mmdet - INFO - Epoch [7][6350/7330] lr: 2.774e-05, eta: 3:48:31, time: 0.366, data_time: 0.018, memory: 7919, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0436, loss_cls: 0.2070, acc: 92.5913, loss_bbox: 0.2545, loss_mask: 0.2404, loss: 0.7742 +2024-05-27 19:49:07,157 - mmdet - INFO - Epoch [7][6400/7330] lr: 2.774e-05, eta: 3:48:13, time: 0.367, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0435, loss_cls: 0.2085, acc: 92.5654, loss_bbox: 0.2538, loss_mask: 0.2397, loss: 0.7766 +2024-05-27 19:49:25,589 - mmdet - INFO - Epoch [7][6450/7330] lr: 2.774e-05, eta: 3:47:55, time: 0.369, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0470, loss_cls: 0.2143, acc: 92.3855, loss_bbox: 0.2630, loss_mask: 0.2453, loss: 0.8035 +2024-05-27 19:49:44,125 - mmdet - INFO - Epoch [7][6500/7330] lr: 2.774e-05, eta: 3:47:37, time: 0.371, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0350, loss_rpn_bbox: 0.0471, loss_cls: 0.2175, acc: 92.2383, loss_bbox: 0.2670, loss_mask: 0.2424, loss: 0.8090 +2024-05-27 19:50:02,673 - mmdet - INFO - Epoch [7][6550/7330] lr: 2.774e-05, eta: 3:47:19, time: 0.371, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0477, loss_cls: 0.2205, acc: 92.1655, loss_bbox: 0.2710, loss_mask: 0.2518, loss: 0.8257 +2024-05-27 19:50:21,119 - mmdet - INFO - Epoch [7][6600/7330] lr: 2.774e-05, eta: 3:47:01, time: 0.369, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0426, loss_cls: 0.2122, acc: 92.4092, loss_bbox: 0.2598, loss_mask: 0.2488, loss: 0.7954 +2024-05-27 19:50:39,868 - mmdet - INFO - Epoch [7][6650/7330] lr: 2.774e-05, eta: 3:46:43, time: 0.375, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0362, loss_rpn_bbox: 0.0494, loss_cls: 0.2247, acc: 91.9265, loss_bbox: 0.2788, loss_mask: 0.2472, loss: 0.8362 +2024-05-27 19:50:58,370 - mmdet - INFO - Epoch [7][6700/7330] lr: 2.774e-05, eta: 3:46:25, time: 0.370, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0447, loss_cls: 0.2084, acc: 92.4961, loss_bbox: 0.2609, loss_mask: 0.2482, loss: 0.7928 +2024-05-27 19:51:16,887 - mmdet - INFO - Epoch [7][6750/7330] lr: 2.774e-05, eta: 3:46:07, time: 0.370, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0372, loss_rpn_bbox: 0.0502, loss_cls: 0.2207, acc: 92.1143, loss_bbox: 0.2751, loss_mask: 0.2490, loss: 0.8322 +2024-05-27 19:51:35,322 - mmdet - INFO - Epoch [7][6800/7330] lr: 2.774e-05, eta: 3:45:49, time: 0.369, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0437, loss_cls: 0.2190, acc: 92.3167, loss_bbox: 0.2663, loss_mask: 0.2458, loss: 0.8080 +2024-05-27 19:51:54,033 - mmdet - INFO - Epoch [7][6850/7330] lr: 2.774e-05, eta: 3:45:31, time: 0.374, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.0487, loss_cls: 0.2237, acc: 91.9551, loss_bbox: 0.2753, loss_mask: 0.2454, loss: 0.8275 +2024-05-27 19:52:12,519 - mmdet - INFO - Epoch [7][6900/7330] lr: 2.774e-05, eta: 3:45:13, time: 0.370, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0453, loss_cls: 0.2077, acc: 92.4834, loss_bbox: 0.2635, loss_mask: 0.2427, loss: 0.7923 +2024-05-27 19:52:31,036 - mmdet - INFO - Epoch [7][6950/7330] lr: 2.774e-05, eta: 3:44:55, time: 0.370, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0448, loss_cls: 0.2103, acc: 92.4751, loss_bbox: 0.2575, loss_mask: 0.2479, loss: 0.7928 +2024-05-27 19:52:49,427 - mmdet - INFO - Epoch [7][7000/7330] lr: 2.774e-05, eta: 3:44:37, time: 0.368, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0427, loss_cls: 0.2097, acc: 92.4966, loss_bbox: 0.2643, loss_mask: 0.2424, loss: 0.7890 +2024-05-27 19:53:07,947 - mmdet - INFO - Epoch [7][7050/7330] lr: 2.774e-05, eta: 3:44:19, time: 0.370, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0476, loss_cls: 0.2211, acc: 91.9797, loss_bbox: 0.2774, loss_mask: 0.2463, loss: 0.8244 +2024-05-27 19:53:26,439 - mmdet - INFO - Epoch [7][7100/7330] lr: 2.774e-05, eta: 3:44:01, time: 0.370, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0458, loss_cls: 0.2084, acc: 92.4583, loss_bbox: 0.2678, loss_mask: 0.2426, loss: 0.7961 +2024-05-27 19:53:44,794 - mmdet - INFO - Epoch [7][7150/7330] lr: 2.774e-05, eta: 3:43:43, time: 0.367, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0432, loss_cls: 0.2140, acc: 92.2759, loss_bbox: 0.2640, loss_mask: 0.2504, loss: 0.8016 +2024-05-27 19:54:03,237 - mmdet - INFO - Epoch [7][7200/7330] lr: 2.774e-05, eta: 3:43:25, time: 0.369, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0446, loss_cls: 0.2133, acc: 92.4521, loss_bbox: 0.2631, loss_mask: 0.2460, loss: 0.7967 +2024-05-27 19:54:21,695 - mmdet - INFO - Epoch [7][7250/7330] lr: 2.774e-05, eta: 3:43:07, time: 0.369, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0460, loss_cls: 0.2187, acc: 92.2651, loss_bbox: 0.2661, loss_mask: 0.2451, loss: 0.8083 +2024-05-27 19:54:40,066 - mmdet - INFO - Epoch [7][7300/7330] lr: 2.774e-05, eta: 3:42:49, time: 0.367, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0440, loss_cls: 0.2067, acc: 92.6323, loss_bbox: 0.2565, loss_mask: 0.2404, loss: 0.7786 +2024-05-27 19:54:52,016 - mmdet - INFO - Saving checkpoint at 7 epochs +2024-05-27 19:55:47,252 - mmdet - INFO - Evaluating bbox... +2024-05-27 19:56:13,959 - mmdet - INFO - + Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.430 + Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.682 + Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.471 + Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.262 + Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.476 + Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.584 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.556 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.556 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.556 + Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.367 + Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.606 + Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.723 + +2024-05-27 19:56:13,959 - mmdet - INFO - Evaluating segm... +2024-05-27 19:56:40,974 - mmdet - INFO - + Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.399 + Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.647 + Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.424 + Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.190 + Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.439 + Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.615 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.518 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.518 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.518 + Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.309 + Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.571 + Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.710 + +2024-05-27 19:56:41,370 - mmdet - INFO - Exp name: mask_rcnn_deit_vit_l_fpn_1x_coco_bs16.py +2024-05-27 19:56:41,371 - mmdet - INFO - Epoch(val) [7][625] bbox_mAP: 0.4300, bbox_mAP_50: 0.6820, bbox_mAP_75: 0.4710, bbox_mAP_s: 0.2620, bbox_mAP_m: 0.4760, bbox_mAP_l: 0.5840, bbox_mAP_copypaste: 0.430 0.682 0.471 0.262 0.476 0.584, segm_mAP: 0.3990, segm_mAP_50: 0.6470, segm_mAP_75: 0.4240, segm_mAP_s: 0.1900, segm_mAP_m: 0.4390, segm_mAP_l: 0.6150, segm_mAP_copypaste: 0.399 0.647 0.424 0.190 0.439 0.615 +2024-05-27 19:57:04,955 - mmdet - INFO - Epoch [8][50/7330] lr: 2.774e-05, eta: 3:42:15, time: 0.471, data_time: 0.085, memory: 7919, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0461, loss_cls: 0.2057, acc: 92.5063, loss_bbox: 0.2583, loss_mask: 0.2388, loss: 0.7780 +2024-05-27 19:57:23,145 - mmdet - INFO - Epoch [8][100/7330] lr: 2.774e-05, eta: 3:41:57, time: 0.364, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0478, loss_cls: 0.2079, acc: 92.4126, loss_bbox: 0.2618, loss_mask: 0.2451, loss: 0.7946 +2024-05-27 19:57:41,489 - mmdet - INFO - Epoch [8][150/7330] lr: 2.774e-05, eta: 3:41:39, time: 0.367, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0472, loss_cls: 0.2058, acc: 92.4441, loss_bbox: 0.2667, loss_mask: 0.2451, loss: 0.7951 +2024-05-27 19:57:59,954 - mmdet - INFO - Epoch [8][200/7330] lr: 2.774e-05, eta: 3:41:21, time: 0.369, data_time: 0.013, memory: 7919, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0462, loss_cls: 0.2037, acc: 92.5627, loss_bbox: 0.2616, loss_mask: 0.2405, loss: 0.7815 +2024-05-27 19:58:18,357 - mmdet - INFO - Epoch [8][250/7330] lr: 2.774e-05, eta: 3:41:03, time: 0.368, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0471, loss_cls: 0.2221, acc: 91.9666, loss_bbox: 0.2779, loss_mask: 0.2506, loss: 0.8309 +2024-05-27 19:58:36,641 - mmdet - INFO - Epoch [8][300/7330] lr: 2.774e-05, eta: 3:40:45, time: 0.366, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0453, loss_cls: 0.2088, acc: 92.3264, loss_bbox: 0.2622, loss_mask: 0.2407, loss: 0.7878 +2024-05-27 19:58:55,036 - mmdet - INFO - Epoch [8][350/7330] lr: 2.774e-05, eta: 3:40:27, time: 0.368, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0463, loss_cls: 0.2144, acc: 92.2175, loss_bbox: 0.2682, loss_mask: 0.2473, loss: 0.8088 +2024-05-27 19:59:13,306 - mmdet - INFO - Epoch [8][400/7330] lr: 2.774e-05, eta: 3:40:08, time: 0.365, data_time: 0.013, memory: 7919, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0462, loss_cls: 0.2039, acc: 92.6204, loss_bbox: 0.2610, loss_mask: 0.2471, loss: 0.7890 +2024-05-27 19:59:31,699 - mmdet - INFO - Epoch [8][450/7330] lr: 2.774e-05, eta: 3:39:50, time: 0.368, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0341, loss_rpn_bbox: 0.0473, loss_cls: 0.2114, acc: 92.3787, loss_bbox: 0.2705, loss_mask: 0.2431, loss: 0.8064 +2024-05-27 19:59:49,734 - mmdet - INFO - Epoch [8][500/7330] lr: 2.774e-05, eta: 3:39:32, time: 0.361, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0413, loss_cls: 0.1950, acc: 92.9346, loss_bbox: 0.2442, loss_mask: 0.2341, loss: 0.7426 +2024-05-27 20:00:08,353 - mmdet - INFO - Epoch [8][550/7330] lr: 2.774e-05, eta: 3:39:14, time: 0.372, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0468, loss_cls: 0.2151, acc: 92.1223, loss_bbox: 0.2726, loss_mask: 0.2470, loss: 0.8133 +2024-05-27 20:00:26,778 - mmdet - INFO - Epoch [8][600/7330] lr: 2.774e-05, eta: 3:38:56, time: 0.369, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0465, loss_cls: 0.2135, acc: 92.2229, loss_bbox: 0.2761, loss_mask: 0.2456, loss: 0.8145 +2024-05-27 20:00:45,176 - mmdet - INFO - Epoch [8][650/7330] lr: 2.774e-05, eta: 3:38:38, time: 0.368, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0423, loss_cls: 0.2015, acc: 92.6260, loss_bbox: 0.2573, loss_mask: 0.2401, loss: 0.7675 +2024-05-27 20:01:03,407 - mmdet - INFO - Epoch [8][700/7330] lr: 2.774e-05, eta: 3:38:20, time: 0.365, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0446, loss_cls: 0.1958, acc: 92.8604, loss_bbox: 0.2525, loss_mask: 0.2424, loss: 0.7647 +2024-05-27 20:01:21,660 - mmdet - INFO - Epoch [8][750/7330] lr: 2.774e-05, eta: 3:38:02, time: 0.365, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0435, loss_cls: 0.1976, acc: 92.7961, loss_bbox: 0.2521, loss_mask: 0.2399, loss: 0.7623 +2024-05-27 20:01:39,891 - mmdet - INFO - Epoch [8][800/7330] lr: 2.774e-05, eta: 3:37:43, time: 0.365, data_time: 0.013, memory: 7919, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0469, loss_cls: 0.2046, acc: 92.5806, loss_bbox: 0.2620, loss_mask: 0.2453, loss: 0.7905 +2024-05-27 20:01:58,192 - mmdet - INFO - Epoch [8][850/7330] lr: 2.774e-05, eta: 3:37:25, time: 0.366, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0472, loss_cls: 0.2062, acc: 92.7058, loss_bbox: 0.2538, loss_mask: 0.2384, loss: 0.7782 +2024-05-27 20:02:16,577 - mmdet - INFO - Epoch [8][900/7330] lr: 2.774e-05, eta: 3:37:07, time: 0.368, data_time: 0.013, memory: 7919, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0467, loss_cls: 0.2115, acc: 92.2910, loss_bbox: 0.2674, loss_mask: 0.2468, loss: 0.8028 +2024-05-27 20:02:34,894 - mmdet - INFO - Epoch [8][950/7330] lr: 2.774e-05, eta: 3:36:49, time: 0.366, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0445, loss_cls: 0.2030, acc: 92.6382, loss_bbox: 0.2568, loss_mask: 0.2438, loss: 0.7788 +2024-05-27 20:02:53,208 - mmdet - INFO - Epoch [8][1000/7330] lr: 2.774e-05, eta: 3:36:31, time: 0.366, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0462, loss_cls: 0.2069, acc: 92.5259, loss_bbox: 0.2611, loss_mask: 0.2452, loss: 0.7910 +2024-05-27 20:03:11,584 - mmdet - INFO - Epoch [8][1050/7330] lr: 2.774e-05, eta: 3:36:13, time: 0.368, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0451, loss_cls: 0.2085, acc: 92.6216, loss_bbox: 0.2572, loss_mask: 0.2403, loss: 0.7849 +2024-05-27 20:03:30,006 - mmdet - INFO - Epoch [8][1100/7330] lr: 2.774e-05, eta: 3:35:55, time: 0.368, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0456, loss_cls: 0.2155, acc: 92.3374, loss_bbox: 0.2654, loss_mask: 0.2385, loss: 0.7978 +2024-05-27 20:03:48,303 - mmdet - INFO - Epoch [8][1150/7330] lr: 2.774e-05, eta: 3:35:36, time: 0.366, data_time: 0.013, memory: 7919, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0459, loss_cls: 0.2078, acc: 92.5161, loss_bbox: 0.2613, loss_mask: 0.2430, loss: 0.7897 +2024-05-27 20:04:06,599 - mmdet - INFO - Epoch [8][1200/7330] lr: 2.774e-05, eta: 3:35:18, time: 0.366, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0425, loss_cls: 0.2039, acc: 92.7134, loss_bbox: 0.2605, loss_mask: 0.2482, loss: 0.7851 +2024-05-27 20:04:24,963 - mmdet - INFO - Epoch [8][1250/7330] lr: 2.774e-05, eta: 3:35:00, time: 0.367, data_time: 0.013, memory: 7919, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0466, loss_cls: 0.2093, acc: 92.4373, loss_bbox: 0.2631, loss_mask: 0.2482, loss: 0.7992 +2024-05-27 20:04:43,330 - mmdet - INFO - Epoch [8][1300/7330] lr: 2.774e-05, eta: 3:34:42, time: 0.367, data_time: 0.018, memory: 7919, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0472, loss_cls: 0.2156, acc: 92.3154, loss_bbox: 0.2638, loss_mask: 0.2479, loss: 0.8059 +2024-05-27 20:05:01,789 - mmdet - INFO - Epoch [8][1350/7330] lr: 2.774e-05, eta: 3:34:24, time: 0.369, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0462, loss_cls: 0.2133, acc: 92.2427, loss_bbox: 0.2694, loss_mask: 0.2451, loss: 0.8055 +2024-05-27 20:05:20,139 - mmdet - INFO - Epoch [8][1400/7330] lr: 2.774e-05, eta: 3:34:06, time: 0.367, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0445, loss_cls: 0.2047, acc: 92.4861, loss_bbox: 0.2640, loss_mask: 0.2420, loss: 0.7842 +2024-05-27 20:05:38,557 - mmdet - INFO - Epoch [8][1450/7330] lr: 2.774e-05, eta: 3:33:48, time: 0.368, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0470, loss_cls: 0.2131, acc: 92.2917, loss_bbox: 0.2650, loss_mask: 0.2413, loss: 0.7980 +2024-05-27 20:05:56,867 - mmdet - INFO - Epoch [8][1500/7330] lr: 2.774e-05, eta: 3:33:29, time: 0.366, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0367, loss_rpn_bbox: 0.0504, loss_cls: 0.2148, acc: 92.2837, loss_bbox: 0.2640, loss_mask: 0.2502, loss: 0.8161 +2024-05-27 20:06:15,199 - mmdet - INFO - Epoch [8][1550/7330] lr: 2.774e-05, eta: 3:33:11, time: 0.367, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0471, loss_cls: 0.2170, acc: 92.1721, loss_bbox: 0.2686, loss_mask: 0.2466, loss: 0.8113 +2024-05-27 20:06:35,821 - mmdet - INFO - Epoch [8][1600/7330] lr: 2.774e-05, eta: 3:32:55, time: 0.412, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0462, loss_cls: 0.2055, acc: 92.6140, loss_bbox: 0.2588, loss_mask: 0.2401, loss: 0.7822 +2024-05-27 20:06:54,360 - mmdet - INFO - Epoch [8][1650/7330] lr: 2.774e-05, eta: 3:32:37, time: 0.371, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0470, loss_cls: 0.2165, acc: 92.2986, loss_bbox: 0.2682, loss_mask: 0.2453, loss: 0.8095 +2024-05-27 20:07:12,809 - mmdet - INFO - Epoch [8][1700/7330] lr: 2.774e-05, eta: 3:32:19, time: 0.369, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0404, loss_cls: 0.2037, acc: 92.7605, loss_bbox: 0.2555, loss_mask: 0.2413, loss: 0.7685 +2024-05-27 20:07:31,115 - mmdet - INFO - Epoch [8][1750/7330] lr: 2.774e-05, eta: 3:32:00, time: 0.366, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0451, loss_cls: 0.2061, acc: 92.6172, loss_bbox: 0.2593, loss_mask: 0.2424, loss: 0.7831 +2024-05-27 20:07:49,470 - mmdet - INFO - Epoch [8][1800/7330] lr: 2.774e-05, eta: 3:31:42, time: 0.367, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0424, loss_cls: 0.2114, acc: 92.3098, loss_bbox: 0.2625, loss_mask: 0.2469, loss: 0.7924 +2024-05-27 20:08:07,800 - mmdet - INFO - Epoch [8][1850/7330] lr: 2.774e-05, eta: 3:31:24, time: 0.367, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0431, loss_cls: 0.2043, acc: 92.6414, loss_bbox: 0.2572, loss_mask: 0.2418, loss: 0.7763 +2024-05-27 20:08:26,257 - mmdet - INFO - Epoch [8][1900/7330] lr: 2.774e-05, eta: 3:31:06, time: 0.369, data_time: 0.013, memory: 7919, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0449, loss_cls: 0.2041, acc: 92.6377, loss_bbox: 0.2585, loss_mask: 0.2436, loss: 0.7828 +2024-05-27 20:08:44,723 - mmdet - INFO - Epoch [8][1950/7330] lr: 2.774e-05, eta: 3:30:48, time: 0.369, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0441, loss_cls: 0.2151, acc: 92.3430, loss_bbox: 0.2661, loss_mask: 0.2513, loss: 0.8067 +2024-05-27 20:09:03,021 - mmdet - INFO - Epoch [8][2000/7330] lr: 2.774e-05, eta: 3:30:30, time: 0.366, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0460, loss_cls: 0.2018, acc: 92.5889, loss_bbox: 0.2590, loss_mask: 0.2441, loss: 0.7830 +2024-05-27 20:09:21,498 - mmdet - INFO - Epoch [8][2050/7330] lr: 2.774e-05, eta: 3:30:12, time: 0.370, data_time: 0.013, memory: 7919, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0445, loss_cls: 0.2123, acc: 92.2620, loss_bbox: 0.2669, loss_mask: 0.2411, loss: 0.7946 +2024-05-27 20:09:39,983 - mmdet - INFO - Epoch [8][2100/7330] lr: 2.774e-05, eta: 3:29:54, time: 0.370, data_time: 0.019, memory: 7919, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0476, loss_cls: 0.2075, acc: 92.3579, loss_bbox: 0.2651, loss_mask: 0.2462, loss: 0.7975 +2024-05-27 20:09:58,473 - mmdet - INFO - Epoch [8][2150/7330] lr: 2.774e-05, eta: 3:29:36, time: 0.370, data_time: 0.019, memory: 7919, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0453, loss_cls: 0.2015, acc: 92.5908, loss_bbox: 0.2583, loss_mask: 0.2388, loss: 0.7737 +2024-05-27 20:10:17,127 - mmdet - INFO - Epoch [8][2200/7330] lr: 2.774e-05, eta: 3:29:18, time: 0.373, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0489, loss_cls: 0.2158, acc: 92.0706, loss_bbox: 0.2780, loss_mask: 0.2477, loss: 0.8199 +2024-05-27 20:10:35,530 - mmdet - INFO - Epoch [8][2250/7330] lr: 2.774e-05, eta: 3:29:00, time: 0.368, data_time: 0.013, memory: 7919, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0442, loss_cls: 0.2101, acc: 92.3057, loss_bbox: 0.2620, loss_mask: 0.2406, loss: 0.7866 +2024-05-27 20:10:53,889 - mmdet - INFO - Epoch [8][2300/7330] lr: 2.774e-05, eta: 3:28:41, time: 0.367, data_time: 0.013, memory: 7919, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0461, loss_cls: 0.2092, acc: 92.4602, loss_bbox: 0.2651, loss_mask: 0.2440, loss: 0.7956 +2024-05-27 20:11:12,267 - mmdet - INFO - Epoch [8][2350/7330] lr: 2.774e-05, eta: 3:28:23, time: 0.368, data_time: 0.013, memory: 7919, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0431, loss_cls: 0.1985, acc: 92.8513, loss_bbox: 0.2512, loss_mask: 0.2361, loss: 0.7583 +2024-05-27 20:11:30,845 - mmdet - INFO - Epoch [8][2400/7330] lr: 2.774e-05, eta: 3:28:05, time: 0.371, data_time: 0.013, memory: 7919, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0456, loss_cls: 0.2108, acc: 92.2800, loss_bbox: 0.2610, loss_mask: 0.2405, loss: 0.7893 +2024-05-27 20:11:49,186 - mmdet - INFO - Epoch [8][2450/7330] lr: 2.774e-05, eta: 3:27:47, time: 0.367, data_time: 0.013, memory: 7919, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0444, loss_cls: 0.2133, acc: 92.4812, loss_bbox: 0.2570, loss_mask: 0.2471, loss: 0.7924 +2024-05-27 20:12:07,614 - mmdet - INFO - Epoch [8][2500/7330] lr: 2.774e-05, eta: 3:27:29, time: 0.369, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0482, loss_cls: 0.2197, acc: 92.1030, loss_bbox: 0.2703, loss_mask: 0.2420, loss: 0.8132 +2024-05-27 20:12:26,148 - mmdet - INFO - Epoch [8][2550/7330] lr: 2.774e-05, eta: 3:27:11, time: 0.371, data_time: 0.018, memory: 7919, loss_rpn_cls: 0.0342, loss_rpn_bbox: 0.0460, loss_cls: 0.2135, acc: 92.4050, loss_bbox: 0.2689, loss_mask: 0.2435, loss: 0.8061 +2024-05-27 20:12:44,591 - mmdet - INFO - Epoch [8][2600/7330] lr: 2.774e-05, eta: 3:26:53, time: 0.369, data_time: 0.013, memory: 7919, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0414, loss_cls: 0.2079, acc: 92.5713, loss_bbox: 0.2619, loss_mask: 0.2415, loss: 0.7824 +2024-05-27 20:13:05,465 - mmdet - INFO - Epoch [8][2650/7330] lr: 2.774e-05, eta: 3:26:36, time: 0.417, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0453, loss_cls: 0.2111, acc: 92.3665, loss_bbox: 0.2591, loss_mask: 0.2437, loss: 0.7899 +2024-05-27 20:13:23,950 - mmdet - INFO - Epoch [8][2700/7330] lr: 2.774e-05, eta: 3:26:18, time: 0.370, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0446, loss_cls: 0.2105, acc: 92.4065, loss_bbox: 0.2601, loss_mask: 0.2410, loss: 0.7859 +2024-05-27 20:13:42,491 - mmdet - INFO - Epoch [8][2750/7330] lr: 2.774e-05, eta: 3:26:00, time: 0.371, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0443, loss_cls: 0.2109, acc: 92.3638, loss_bbox: 0.2656, loss_mask: 0.2390, loss: 0.7907 +2024-05-27 20:14:00,952 - mmdet - INFO - Epoch [8][2800/7330] lr: 2.774e-05, eta: 3:25:42, time: 0.369, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0353, loss_rpn_bbox: 0.0473, loss_cls: 0.2177, acc: 92.2434, loss_bbox: 0.2687, loss_mask: 0.2482, loss: 0.8171 +2024-05-27 20:14:19,468 - mmdet - INFO - Epoch [8][2850/7330] lr: 2.774e-05, eta: 3:25:24, time: 0.370, data_time: 0.013, memory: 7919, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0426, loss_cls: 0.1982, acc: 92.6699, loss_bbox: 0.2575, loss_mask: 0.2370, loss: 0.7636 +2024-05-27 20:14:38,038 - mmdet - INFO - Epoch [8][2900/7330] lr: 2.774e-05, eta: 3:25:06, time: 0.371, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0446, loss_cls: 0.2113, acc: 92.2964, loss_bbox: 0.2666, loss_mask: 0.2471, loss: 0.8006 +2024-05-27 20:14:56,302 - mmdet - INFO - Epoch [8][2950/7330] lr: 2.774e-05, eta: 3:24:48, time: 0.365, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0452, loss_cls: 0.2120, acc: 92.6008, loss_bbox: 0.2559, loss_mask: 0.2469, loss: 0.7913 +2024-05-27 20:15:14,859 - mmdet - INFO - Epoch [8][3000/7330] lr: 2.774e-05, eta: 3:24:30, time: 0.371, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0464, loss_cls: 0.2134, acc: 92.3506, loss_bbox: 0.2641, loss_mask: 0.2436, loss: 0.8000 +2024-05-27 20:15:33,222 - mmdet - INFO - Epoch [8][3050/7330] lr: 2.774e-05, eta: 3:24:12, time: 0.367, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0424, loss_cls: 0.1963, acc: 92.8174, loss_bbox: 0.2550, loss_mask: 0.2311, loss: 0.7523 +2024-05-27 20:15:51,690 - mmdet - INFO - Epoch [8][3100/7330] lr: 2.774e-05, eta: 3:23:54, time: 0.369, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0428, loss_cls: 0.1970, acc: 92.9724, loss_bbox: 0.2483, loss_mask: 0.2387, loss: 0.7576 +2024-05-27 20:16:10,164 - mmdet - INFO - Epoch [8][3150/7330] lr: 2.774e-05, eta: 3:23:36, time: 0.369, data_time: 0.018, memory: 7919, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0449, loss_cls: 0.2112, acc: 92.4165, loss_bbox: 0.2571, loss_mask: 0.2457, loss: 0.7921 +2024-05-27 20:16:28,599 - mmdet - INFO - Epoch [8][3200/7330] lr: 2.774e-05, eta: 3:23:17, time: 0.369, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0467, loss_cls: 0.2218, acc: 92.1140, loss_bbox: 0.2702, loss_mask: 0.2489, loss: 0.8207 +2024-05-27 20:16:47,076 - mmdet - INFO - Epoch [8][3250/7330] lr: 2.774e-05, eta: 3:22:59, time: 0.370, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0440, loss_cls: 0.2084, acc: 92.4602, loss_bbox: 0.2572, loss_mask: 0.2440, loss: 0.7842 +2024-05-27 20:17:05,534 - mmdet - INFO - Epoch [8][3300/7330] lr: 2.774e-05, eta: 3:22:41, time: 0.369, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0465, loss_cls: 0.2094, acc: 92.5371, loss_bbox: 0.2597, loss_mask: 0.2413, loss: 0.7891 +2024-05-27 20:17:23,926 - mmdet - INFO - Epoch [8][3350/7330] lr: 2.774e-05, eta: 3:22:23, time: 0.368, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0443, loss_cls: 0.2080, acc: 92.4788, loss_bbox: 0.2591, loss_mask: 0.2422, loss: 0.7842 +2024-05-27 20:17:45,019 - mmdet - INFO - Epoch [8][3400/7330] lr: 2.774e-05, eta: 3:22:07, time: 0.422, data_time: 0.018, memory: 7919, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0462, loss_cls: 0.2070, acc: 92.5378, loss_bbox: 0.2649, loss_mask: 0.2398, loss: 0.7896 +2024-05-27 20:18:03,393 - mmdet - INFO - Epoch [8][3450/7330] lr: 2.774e-05, eta: 3:21:48, time: 0.368, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0460, loss_cls: 0.2094, acc: 92.4924, loss_bbox: 0.2561, loss_mask: 0.2412, loss: 0.7843 +2024-05-27 20:18:21,756 - mmdet - INFO - Epoch [8][3500/7330] lr: 2.774e-05, eta: 3:21:30, time: 0.367, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0453, loss_cls: 0.2192, acc: 92.2375, loss_bbox: 0.2671, loss_mask: 0.2408, loss: 0.8054 +2024-05-27 20:18:40,112 - mmdet - INFO - Epoch [8][3550/7330] lr: 2.774e-05, eta: 3:21:12, time: 0.367, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0442, loss_cls: 0.1984, acc: 92.7935, loss_bbox: 0.2499, loss_mask: 0.2383, loss: 0.7615 +2024-05-27 20:18:58,570 - mmdet - INFO - Epoch [8][3600/7330] lr: 2.774e-05, eta: 3:20:54, time: 0.369, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0337, loss_rpn_bbox: 0.0469, loss_cls: 0.2216, acc: 92.0452, loss_bbox: 0.2761, loss_mask: 0.2529, loss: 0.8313 +2024-05-27 20:19:16,919 - mmdet - INFO - Epoch [8][3650/7330] lr: 2.774e-05, eta: 3:20:36, time: 0.367, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0437, loss_cls: 0.2055, acc: 92.5400, loss_bbox: 0.2595, loss_mask: 0.2370, loss: 0.7778 +2024-05-27 20:19:35,378 - mmdet - INFO - Epoch [8][3700/7330] lr: 2.774e-05, eta: 3:20:18, time: 0.369, data_time: 0.013, memory: 7919, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0445, loss_cls: 0.2111, acc: 92.4666, loss_bbox: 0.2600, loss_mask: 0.2384, loss: 0.7844 +2024-05-27 20:19:56,672 - mmdet - INFO - Epoch [8][3750/7330] lr: 2.774e-05, eta: 3:20:01, time: 0.426, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0487, loss_cls: 0.2117, acc: 92.3225, loss_bbox: 0.2682, loss_mask: 0.2411, loss: 0.8006 +2024-05-27 20:20:15,118 - mmdet - INFO - Epoch [8][3800/7330] lr: 2.774e-05, eta: 3:19:43, time: 0.369, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0461, loss_cls: 0.2033, acc: 92.6282, loss_bbox: 0.2592, loss_mask: 0.2382, loss: 0.7779 +2024-05-27 20:20:33,528 - mmdet - INFO - Epoch [8][3850/7330] lr: 2.774e-05, eta: 3:19:25, time: 0.368, data_time: 0.013, memory: 7919, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0422, loss_cls: 0.2004, acc: 92.7241, loss_bbox: 0.2563, loss_mask: 0.2414, loss: 0.7686 +2024-05-27 20:20:51,992 - mmdet - INFO - Epoch [8][3900/7330] lr: 2.774e-05, eta: 3:19:07, time: 0.369, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0341, loss_rpn_bbox: 0.0480, loss_cls: 0.2169, acc: 92.2954, loss_bbox: 0.2678, loss_mask: 0.2526, loss: 0.8195 +2024-05-27 20:21:10,409 - mmdet - INFO - Epoch [8][3950/7330] lr: 2.774e-05, eta: 3:18:49, time: 0.368, data_time: 0.013, memory: 7919, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0439, loss_cls: 0.2091, acc: 92.4285, loss_bbox: 0.2641, loss_mask: 0.2429, loss: 0.7910 +2024-05-27 20:21:28,858 - mmdet - INFO - Epoch [8][4000/7330] lr: 2.774e-05, eta: 3:18:31, time: 0.369, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0465, loss_cls: 0.2021, acc: 92.6819, loss_bbox: 0.2573, loss_mask: 0.2362, loss: 0.7731 +2024-05-27 20:21:47,226 - mmdet - INFO - Epoch [8][4050/7330] lr: 2.774e-05, eta: 3:18:13, time: 0.367, data_time: 0.013, memory: 7919, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0429, loss_cls: 0.1998, acc: 92.7830, loss_bbox: 0.2551, loss_mask: 0.2398, loss: 0.7684 +2024-05-27 20:22:05,550 - mmdet - INFO - Epoch [8][4100/7330] lr: 2.774e-05, eta: 3:17:54, time: 0.366, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0447, loss_cls: 0.2067, acc: 92.5642, loss_bbox: 0.2557, loss_mask: 0.2454, loss: 0.7828 +2024-05-27 20:22:24,058 - mmdet - INFO - Epoch [8][4150/7330] lr: 2.774e-05, eta: 3:17:36, time: 0.370, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0450, loss_cls: 0.2133, acc: 92.3521, loss_bbox: 0.2601, loss_mask: 0.2415, loss: 0.7904 +2024-05-27 20:22:42,611 - mmdet - INFO - Epoch [8][4200/7330] lr: 2.774e-05, eta: 3:17:18, time: 0.371, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0490, loss_cls: 0.2101, acc: 92.3804, loss_bbox: 0.2636, loss_mask: 0.2427, loss: 0.7961 +2024-05-27 20:23:00,928 - mmdet - INFO - Epoch [8][4250/7330] lr: 2.774e-05, eta: 3:17:00, time: 0.366, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0450, loss_cls: 0.2039, acc: 92.7656, loss_bbox: 0.2548, loss_mask: 0.2417, loss: 0.7785 +2024-05-27 20:23:19,291 - mmdet - INFO - Epoch [8][4300/7330] lr: 2.774e-05, eta: 3:16:42, time: 0.367, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0446, loss_cls: 0.2107, acc: 92.3489, loss_bbox: 0.2596, loss_mask: 0.2443, loss: 0.7896 +2024-05-27 20:23:40,377 - mmdet - INFO - Epoch [8][4350/7330] lr: 2.774e-05, eta: 3:16:25, time: 0.422, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0346, loss_rpn_bbox: 0.0494, loss_cls: 0.2194, acc: 92.2415, loss_bbox: 0.2634, loss_mask: 0.2505, loss: 0.8174 +2024-05-27 20:24:03,266 - mmdet - INFO - Epoch [8][4400/7330] lr: 2.774e-05, eta: 3:16:10, time: 0.458, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0459, loss_cls: 0.2044, acc: 92.5427, loss_bbox: 0.2612, loss_mask: 0.2415, loss: 0.7843 +2024-05-27 20:24:24,577 - mmdet - INFO - Epoch [8][4450/7330] lr: 2.774e-05, eta: 3:15:53, time: 0.426, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0447, loss_cls: 0.2077, acc: 92.4858, loss_bbox: 0.2544, loss_mask: 0.2378, loss: 0.7759 +2024-05-27 20:24:43,164 - mmdet - INFO - Epoch [8][4500/7330] lr: 2.774e-05, eta: 3:15:35, time: 0.372, data_time: 0.021, memory: 7919, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0463, loss_cls: 0.2122, acc: 92.3862, loss_bbox: 0.2661, loss_mask: 0.2386, loss: 0.7946 +2024-05-27 20:25:01,533 - mmdet - INFO - Epoch [8][4550/7330] lr: 2.774e-05, eta: 3:15:17, time: 0.367, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0442, loss_cls: 0.2126, acc: 92.3005, loss_bbox: 0.2624, loss_mask: 0.2413, loss: 0.7925 +2024-05-27 20:25:19,895 - mmdet - INFO - Epoch [8][4600/7330] lr: 2.774e-05, eta: 3:14:59, time: 0.367, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0440, loss_cls: 0.2028, acc: 92.7405, loss_bbox: 0.2564, loss_mask: 0.2429, loss: 0.7763 +2024-05-27 20:25:38,283 - mmdet - INFO - Epoch [8][4650/7330] lr: 2.774e-05, eta: 3:14:41, time: 0.368, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0436, loss_cls: 0.2022, acc: 92.7209, loss_bbox: 0.2568, loss_mask: 0.2397, loss: 0.7723 +2024-05-27 20:25:56,811 - mmdet - INFO - Epoch [8][4700/7330] lr: 2.774e-05, eta: 3:14:23, time: 0.371, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0440, loss_cls: 0.2106, acc: 92.5984, loss_bbox: 0.2588, loss_mask: 0.2433, loss: 0.7890 +2024-05-27 20:26:15,290 - mmdet - INFO - Epoch [8][4750/7330] lr: 2.774e-05, eta: 3:14:04, time: 0.370, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0491, loss_cls: 0.2081, acc: 92.4170, loss_bbox: 0.2640, loss_mask: 0.2424, loss: 0.7964 +2024-05-27 20:26:33,681 - mmdet - INFO - Epoch [8][4800/7330] lr: 2.774e-05, eta: 3:13:46, time: 0.368, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0410, loss_cls: 0.1973, acc: 92.8574, loss_bbox: 0.2531, loss_mask: 0.2416, loss: 0.7618 +2024-05-27 20:26:52,062 - mmdet - INFO - Epoch [8][4850/7330] lr: 2.774e-05, eta: 3:13:28, time: 0.368, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0456, loss_cls: 0.2067, acc: 92.6313, loss_bbox: 0.2564, loss_mask: 0.2364, loss: 0.7752 +2024-05-27 20:27:10,663 - mmdet - INFO - Epoch [8][4900/7330] lr: 2.774e-05, eta: 3:13:10, time: 0.372, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0446, loss_cls: 0.2050, acc: 92.4370, loss_bbox: 0.2633, loss_mask: 0.2424, loss: 0.7851 +2024-05-27 20:27:29,102 - mmdet - INFO - Epoch [8][4950/7330] lr: 2.774e-05, eta: 3:12:52, time: 0.369, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0488, loss_cls: 0.2162, acc: 92.2168, loss_bbox: 0.2664, loss_mask: 0.2394, loss: 0.8043 +2024-05-27 20:27:47,433 - mmdet - INFO - Epoch [8][5000/7330] lr: 2.774e-05, eta: 3:12:34, time: 0.367, data_time: 0.013, memory: 7919, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0431, loss_cls: 0.2095, acc: 92.6194, loss_bbox: 0.2571, loss_mask: 0.2411, loss: 0.7797 +2024-05-27 20:28:09,395 - mmdet - INFO - Epoch [8][5050/7330] lr: 2.774e-05, eta: 3:12:17, time: 0.439, data_time: 0.013, memory: 7919, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0484, loss_cls: 0.2137, acc: 92.3982, loss_bbox: 0.2657, loss_mask: 0.2454, loss: 0.8073 +2024-05-27 20:28:27,749 - mmdet - INFO - Epoch [8][5100/7330] lr: 2.774e-05, eta: 3:11:59, time: 0.367, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0461, loss_cls: 0.2127, acc: 92.2947, loss_bbox: 0.2669, loss_mask: 0.2409, loss: 0.7992 +2024-05-27 20:28:46,128 - mmdet - INFO - Epoch [8][5150/7330] lr: 2.774e-05, eta: 3:11:41, time: 0.368, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0450, loss_cls: 0.2063, acc: 92.5603, loss_bbox: 0.2604, loss_mask: 0.2459, loss: 0.7863 +2024-05-27 20:29:04,526 - mmdet - INFO - Epoch [8][5200/7330] lr: 2.774e-05, eta: 3:11:23, time: 0.368, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0440, loss_cls: 0.2015, acc: 92.7307, loss_bbox: 0.2539, loss_mask: 0.2413, loss: 0.7689 +2024-05-27 20:29:23,012 - mmdet - INFO - Epoch [8][5250/7330] lr: 2.774e-05, eta: 3:11:05, time: 0.370, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0460, loss_cls: 0.2078, acc: 92.4746, loss_bbox: 0.2595, loss_mask: 0.2419, loss: 0.7862 +2024-05-27 20:29:41,575 - mmdet - INFO - Epoch [8][5300/7330] lr: 2.774e-05, eta: 3:10:47, time: 0.371, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0441, loss_cls: 0.2063, acc: 92.5586, loss_bbox: 0.2597, loss_mask: 0.2401, loss: 0.7797 +2024-05-27 20:30:00,114 - mmdet - INFO - Epoch [8][5350/7330] lr: 2.774e-05, eta: 3:10:29, time: 0.371, data_time: 0.013, memory: 7919, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0437, loss_cls: 0.2072, acc: 92.5696, loss_bbox: 0.2529, loss_mask: 0.2409, loss: 0.7743 +2024-05-27 20:30:18,528 - mmdet - INFO - Epoch [8][5400/7330] lr: 2.774e-05, eta: 3:10:10, time: 0.368, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0463, loss_cls: 0.2092, acc: 92.5156, loss_bbox: 0.2567, loss_mask: 0.2431, loss: 0.7888 +2024-05-27 20:30:36,886 - mmdet - INFO - Epoch [8][5450/7330] lr: 2.774e-05, eta: 3:09:52, time: 0.367, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0429, loss_cls: 0.1959, acc: 92.8794, loss_bbox: 0.2536, loss_mask: 0.2398, loss: 0.7606 +2024-05-27 20:30:55,318 - mmdet - INFO - Epoch [8][5500/7330] lr: 2.774e-05, eta: 3:09:34, time: 0.369, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0358, loss_rpn_bbox: 0.0473, loss_cls: 0.2120, acc: 92.5078, loss_bbox: 0.2556, loss_mask: 0.2487, loss: 0.7993 +2024-05-27 20:31:13,714 - mmdet - INFO - Epoch [8][5550/7330] lr: 2.774e-05, eta: 3:09:16, time: 0.368, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0419, loss_cls: 0.2023, acc: 92.7002, loss_bbox: 0.2550, loss_mask: 0.2368, loss: 0.7671 +2024-05-27 20:31:32,098 - mmdet - INFO - Epoch [8][5600/7330] lr: 2.774e-05, eta: 3:08:58, time: 0.368, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0446, loss_cls: 0.2088, acc: 92.4114, loss_bbox: 0.2616, loss_mask: 0.2417, loss: 0.7837 +2024-05-27 20:31:50,510 - mmdet - INFO - Epoch [8][5650/7330] lr: 2.774e-05, eta: 3:08:39, time: 0.368, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0437, loss_cls: 0.2042, acc: 92.6636, loss_bbox: 0.2532, loss_mask: 0.2403, loss: 0.7715 +2024-05-27 20:32:08,900 - mmdet - INFO - Epoch [8][5700/7330] lr: 2.774e-05, eta: 3:08:21, time: 0.368, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0457, loss_cls: 0.2128, acc: 92.3982, loss_bbox: 0.2624, loss_mask: 0.2390, loss: 0.7907 +2024-05-27 20:32:27,480 - mmdet - INFO - Epoch [8][5750/7330] lr: 2.774e-05, eta: 3:08:03, time: 0.372, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0448, loss_cls: 0.2087, acc: 92.5120, loss_bbox: 0.2656, loss_mask: 0.2438, loss: 0.7911 +2024-05-27 20:32:45,831 - mmdet - INFO - Epoch [8][5800/7330] lr: 2.774e-05, eta: 3:07:45, time: 0.367, data_time: 0.013, memory: 7919, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0455, loss_cls: 0.1991, acc: 92.7388, loss_bbox: 0.2522, loss_mask: 0.2415, loss: 0.7691 +2024-05-27 20:33:04,382 - mmdet - INFO - Epoch [8][5850/7330] lr: 2.774e-05, eta: 3:07:27, time: 0.371, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0430, loss_cls: 0.2028, acc: 92.7429, loss_bbox: 0.2521, loss_mask: 0.2402, loss: 0.7668 +2024-05-27 20:33:23,021 - mmdet - INFO - Epoch [8][5900/7330] lr: 2.774e-05, eta: 3:07:09, time: 0.373, data_time: 0.013, memory: 7919, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0455, loss_cls: 0.2102, acc: 92.3662, loss_bbox: 0.2610, loss_mask: 0.2388, loss: 0.7852 +2024-05-27 20:33:41,572 - mmdet - INFO - Epoch [8][5950/7330] lr: 2.774e-05, eta: 3:06:51, time: 0.371, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0497, loss_cls: 0.2107, acc: 92.3674, loss_bbox: 0.2650, loss_mask: 0.2462, loss: 0.8036 +2024-05-27 20:34:00,006 - mmdet - INFO - Epoch [8][6000/7330] lr: 2.774e-05, eta: 3:06:33, time: 0.369, data_time: 0.013, memory: 7919, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0452, loss_cls: 0.2094, acc: 92.4099, loss_bbox: 0.2604, loss_mask: 0.2416, loss: 0.7880 +2024-05-27 20:34:18,420 - mmdet - INFO - Epoch [8][6050/7330] lr: 2.774e-05, eta: 3:06:14, time: 0.368, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0447, loss_cls: 0.2104, acc: 92.5276, loss_bbox: 0.2578, loss_mask: 0.2435, loss: 0.7863 +2024-05-27 20:34:36,849 - mmdet - INFO - Epoch [8][6100/7330] lr: 2.774e-05, eta: 3:05:56, time: 0.369, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0459, loss_cls: 0.2083, acc: 92.5879, loss_bbox: 0.2615, loss_mask: 0.2430, loss: 0.7894 +2024-05-27 20:34:55,401 - mmdet - INFO - Epoch [8][6150/7330] lr: 2.774e-05, eta: 3:05:38, time: 0.371, data_time: 0.013, memory: 7919, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0456, loss_cls: 0.2031, acc: 92.6104, loss_bbox: 0.2571, loss_mask: 0.2363, loss: 0.7743 +2024-05-27 20:35:13,713 - mmdet - INFO - Epoch [8][6200/7330] lr: 2.774e-05, eta: 3:05:20, time: 0.366, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0354, loss_rpn_bbox: 0.0442, loss_cls: 0.2087, acc: 92.6104, loss_bbox: 0.2551, loss_mask: 0.2457, loss: 0.7891 +2024-05-27 20:35:32,094 - mmdet - INFO - Epoch [8][6250/7330] lr: 2.774e-05, eta: 3:05:02, time: 0.368, data_time: 0.013, memory: 7919, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0479, loss_cls: 0.2056, acc: 92.5596, loss_bbox: 0.2587, loss_mask: 0.2451, loss: 0.7877 +2024-05-27 20:35:50,556 - mmdet - INFO - Epoch [8][6300/7330] lr: 2.774e-05, eta: 3:04:44, time: 0.369, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0473, loss_cls: 0.2143, acc: 92.2720, loss_bbox: 0.2651, loss_mask: 0.2463, loss: 0.8073 +2024-05-27 20:36:09,033 - mmdet - INFO - Epoch [8][6350/7330] lr: 2.774e-05, eta: 3:04:25, time: 0.370, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0467, loss_cls: 0.2122, acc: 92.3276, loss_bbox: 0.2694, loss_mask: 0.2505, loss: 0.8084 +2024-05-27 20:36:27,543 - mmdet - INFO - Epoch [8][6400/7330] lr: 2.774e-05, eta: 3:04:07, time: 0.370, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0473, loss_cls: 0.2107, acc: 92.4270, loss_bbox: 0.2636, loss_mask: 0.2436, loss: 0.7967 +2024-05-27 20:36:45,988 - mmdet - INFO - Epoch [8][6450/7330] lr: 2.774e-05, eta: 3:03:49, time: 0.369, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0471, loss_cls: 0.2152, acc: 92.2505, loss_bbox: 0.2644, loss_mask: 0.2436, loss: 0.8031 +2024-05-27 20:37:04,514 - mmdet - INFO - Epoch [8][6500/7330] lr: 2.774e-05, eta: 3:03:31, time: 0.371, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0479, loss_cls: 0.2070, acc: 92.4583, loss_bbox: 0.2582, loss_mask: 0.2438, loss: 0.7891 +2024-05-27 20:37:22,948 - mmdet - INFO - Epoch [8][6550/7330] lr: 2.774e-05, eta: 3:03:13, time: 0.369, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0440, loss_cls: 0.2083, acc: 92.5396, loss_bbox: 0.2577, loss_mask: 0.2426, loss: 0.7836 +2024-05-27 20:37:41,495 - mmdet - INFO - Epoch [8][6600/7330] lr: 2.774e-05, eta: 3:02:55, time: 0.371, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0455, loss_cls: 0.2061, acc: 92.4709, loss_bbox: 0.2610, loss_mask: 0.2410, loss: 0.7818 +2024-05-27 20:37:59,836 - mmdet - INFO - Epoch [8][6650/7330] lr: 2.774e-05, eta: 3:02:36, time: 0.367, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0458, loss_cls: 0.2059, acc: 92.4688, loss_bbox: 0.2621, loss_mask: 0.2403, loss: 0.7837 +2024-05-27 20:38:18,219 - mmdet - INFO - Epoch [8][6700/7330] lr: 2.774e-05, eta: 3:02:18, time: 0.368, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0455, loss_cls: 0.2093, acc: 92.3889, loss_bbox: 0.2655, loss_mask: 0.2420, loss: 0.7938 +2024-05-27 20:38:36,706 - mmdet - INFO - Epoch [8][6750/7330] lr: 2.774e-05, eta: 3:02:00, time: 0.370, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0476, loss_cls: 0.2165, acc: 92.1338, loss_bbox: 0.2737, loss_mask: 0.2474, loss: 0.8172 +2024-05-27 20:38:55,045 - mmdet - INFO - Epoch [8][6800/7330] lr: 2.774e-05, eta: 3:01:42, time: 0.367, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0450, loss_cls: 0.2115, acc: 92.4351, loss_bbox: 0.2559, loss_mask: 0.2436, loss: 0.7871 +2024-05-27 20:39:13,544 - mmdet - INFO - Epoch [8][6850/7330] lr: 2.774e-05, eta: 3:01:24, time: 0.370, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0454, loss_cls: 0.2025, acc: 92.5664, loss_bbox: 0.2563, loss_mask: 0.2395, loss: 0.7728 +2024-05-27 20:39:32,015 - mmdet - INFO - Epoch [8][6900/7330] lr: 2.774e-05, eta: 3:01:06, time: 0.369, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0454, loss_cls: 0.2093, acc: 92.4746, loss_bbox: 0.2596, loss_mask: 0.2406, loss: 0.7850 +2024-05-27 20:39:50,566 - mmdet - INFO - Epoch [8][6950/7330] lr: 2.774e-05, eta: 3:00:48, time: 0.371, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0430, loss_cls: 0.2070, acc: 92.6431, loss_bbox: 0.2555, loss_mask: 0.2390, loss: 0.7758 +2024-05-27 20:40:09,074 - mmdet - INFO - Epoch [8][7000/7330] lr: 2.774e-05, eta: 3:00:29, time: 0.370, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0441, loss_cls: 0.2112, acc: 92.4272, loss_bbox: 0.2641, loss_mask: 0.2437, loss: 0.7950 +2024-05-27 20:40:27,440 - mmdet - INFO - Epoch [8][7050/7330] lr: 2.774e-05, eta: 3:00:11, time: 0.367, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0453, loss_cls: 0.2065, acc: 92.6260, loss_bbox: 0.2590, loss_mask: 0.2382, loss: 0.7808 +2024-05-27 20:40:45,795 - mmdet - INFO - Epoch [8][7100/7330] lr: 2.774e-05, eta: 2:59:53, time: 0.367, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0409, loss_cls: 0.1994, acc: 92.8076, loss_bbox: 0.2514, loss_mask: 0.2393, loss: 0.7608 +2024-05-27 20:41:04,298 - mmdet - INFO - Epoch [8][7150/7330] lr: 2.774e-05, eta: 2:59:35, time: 0.370, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.0465, loss_cls: 0.2146, acc: 92.3579, loss_bbox: 0.2659, loss_mask: 0.2428, loss: 0.8042 +2024-05-27 20:41:22,752 - mmdet - INFO - Epoch [8][7200/7330] lr: 2.774e-05, eta: 2:59:17, time: 0.369, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0463, loss_cls: 0.2124, acc: 92.3511, loss_bbox: 0.2640, loss_mask: 0.2446, loss: 0.7991 +2024-05-27 20:41:41,203 - mmdet - INFO - Epoch [8][7250/7330] lr: 2.774e-05, eta: 2:58:58, time: 0.369, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0448, loss_cls: 0.2110, acc: 92.4946, loss_bbox: 0.2589, loss_mask: 0.2329, loss: 0.7766 +2024-05-27 20:41:59,533 - mmdet - INFO - Epoch [8][7300/7330] lr: 2.774e-05, eta: 2:58:40, time: 0.367, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0456, loss_cls: 0.2080, acc: 92.6506, loss_bbox: 0.2526, loss_mask: 0.2395, loss: 0.7776 +2024-05-27 20:42:11,372 - mmdet - INFO - Saving checkpoint at 8 epochs +2024-05-27 20:43:05,031 - mmdet - INFO - Evaluating bbox... +2024-05-27 20:43:31,410 - mmdet - INFO - + Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.435 + Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.685 + Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.476 + Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.271 + 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 ] = 0.587 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.560 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.560 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.560 + Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.369 + Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.615 + Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.722 + +2024-05-27 20:43:31,411 - mmdet - INFO - Evaluating segm... +2024-05-27 20:43:57,607 - mmdet - INFO - + Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.406 + Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.647 + Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.433 + Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.201 + Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.449 + Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.624 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.524 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.524 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.524 + Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.312 + Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.584 + Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.716 + +2024-05-27 20:43:58,006 - mmdet - INFO - Exp name: mask_rcnn_deit_vit_l_fpn_1x_coco_bs16.py +2024-05-27 20:43:58,007 - mmdet - INFO - Epoch(val) [8][625] bbox_mAP: 0.4350, bbox_mAP_50: 0.6850, bbox_mAP_75: 0.4760, bbox_mAP_s: 0.2710, bbox_mAP_m: 0.4810, bbox_mAP_l: 0.5870, bbox_mAP_copypaste: 0.435 0.685 0.476 0.271 0.481 0.587, segm_mAP: 0.4060, segm_mAP_50: 0.6470, segm_mAP_75: 0.4330, segm_mAP_s: 0.2010, segm_mAP_m: 0.4490, segm_mAP_l: 0.6240, segm_mAP_copypaste: 0.406 0.647 0.433 0.201 0.449 0.624 +2024-05-27 20:44:24,602 - mmdet - INFO - Epoch [9][50/7330] lr: 2.774e-06, eta: 2:58:10, time: 0.532, data_time: 0.082, memory: 7919, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0454, loss_cls: 0.2053, acc: 92.5205, loss_bbox: 0.2603, loss_mask: 0.2370, loss: 0.7765 +2024-05-27 20:44:42,797 - mmdet - INFO - Epoch [9][100/7330] lr: 2.774e-06, eta: 2:57:51, time: 0.364, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0431, loss_cls: 0.1934, acc: 92.8076, loss_bbox: 0.2499, loss_mask: 0.2349, loss: 0.7491 +2024-05-27 20:45:01,359 - mmdet - INFO - Epoch [9][150/7330] lr: 2.774e-06, eta: 2:57:33, time: 0.371, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0455, loss_cls: 0.1983, acc: 92.6106, loss_bbox: 0.2578, loss_mask: 0.2344, loss: 0.7649 +2024-05-27 20:45:19,711 - mmdet - INFO - Epoch [9][200/7330] lr: 2.774e-06, eta: 2:57:15, time: 0.367, data_time: 0.019, memory: 7919, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0442, loss_cls: 0.1992, acc: 92.7334, loss_bbox: 0.2494, loss_mask: 0.2352, loss: 0.7568 +2024-05-27 20:45:37,981 - mmdet - INFO - Epoch [9][250/7330] lr: 2.774e-06, eta: 2:56:57, time: 0.365, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0425, loss_cls: 0.1914, acc: 93.0195, loss_bbox: 0.2451, loss_mask: 0.2332, loss: 0.7377 +2024-05-27 20:45:56,320 - mmdet - INFO - Epoch [9][300/7330] lr: 2.774e-06, eta: 2:56:39, time: 0.367, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0427, loss_cls: 0.1956, acc: 92.7319, loss_bbox: 0.2546, loss_mask: 0.2349, loss: 0.7550 +2024-05-27 20:46:14,507 - mmdet - INFO - Epoch [9][350/7330] lr: 2.774e-06, eta: 2:56:20, time: 0.364, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0428, loss_cls: 0.1974, acc: 92.8809, loss_bbox: 0.2480, loss_mask: 0.2329, loss: 0.7529 +2024-05-27 20:46:32,730 - mmdet - INFO - Epoch [9][400/7330] lr: 2.774e-06, eta: 2:56:02, time: 0.364, data_time: 0.018, memory: 7919, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0429, loss_cls: 0.1913, acc: 92.9060, loss_bbox: 0.2495, loss_mask: 0.2324, loss: 0.7435 +2024-05-27 20:46:50,961 - mmdet - INFO - Epoch [9][450/7330] lr: 2.774e-06, eta: 2:55:44, time: 0.365, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0426, loss_cls: 0.1891, acc: 92.9438, loss_bbox: 0.2447, loss_mask: 0.2336, loss: 0.7353 +2024-05-27 20:47:09,438 - mmdet - INFO - Epoch [9][500/7330] lr: 2.774e-06, eta: 2:55:26, time: 0.370, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0454, loss_cls: 0.1934, acc: 92.7634, loss_bbox: 0.2523, loss_mask: 0.2327, loss: 0.7524 +2024-05-27 20:47:27,806 - mmdet - INFO - Epoch [9][550/7330] lr: 2.774e-06, eta: 2:55:07, time: 0.367, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0428, loss_cls: 0.1943, acc: 92.7969, loss_bbox: 0.2551, loss_mask: 0.2359, loss: 0.7557 +2024-05-27 20:47:46,270 - mmdet - INFO - Epoch [9][600/7330] lr: 2.774e-06, eta: 2:54:49, time: 0.369, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0438, loss_cls: 0.1986, acc: 92.7124, loss_bbox: 0.2524, loss_mask: 0.2414, loss: 0.7681 +2024-05-27 20:48:04,631 - mmdet - INFO - Epoch [9][650/7330] lr: 2.774e-06, eta: 2:54:31, time: 0.367, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0396, loss_cls: 0.1918, acc: 93.0291, loss_bbox: 0.2442, loss_mask: 0.2289, loss: 0.7303 +2024-05-27 20:48:23,048 - mmdet - INFO - Epoch [9][700/7330] lr: 2.774e-06, eta: 2:54:13, time: 0.368, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0433, loss_cls: 0.1940, acc: 92.8406, loss_bbox: 0.2500, loss_mask: 0.2309, loss: 0.7470 +2024-05-27 20:48:41,462 - mmdet - INFO - Epoch [9][750/7330] lr: 2.774e-06, eta: 2:53:55, time: 0.368, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0428, loss_cls: 0.1990, acc: 92.7263, loss_bbox: 0.2540, loss_mask: 0.2391, loss: 0.7646 +2024-05-27 20:48:59,813 - mmdet - INFO - Epoch [9][800/7330] lr: 2.774e-06, eta: 2:53:36, time: 0.367, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0428, loss_cls: 0.1974, acc: 92.7175, loss_bbox: 0.2572, loss_mask: 0.2340, loss: 0.7589 +2024-05-27 20:49:18,102 - mmdet - INFO - Epoch [9][850/7330] lr: 2.774e-06, eta: 2:53:18, time: 0.366, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0442, loss_cls: 0.1995, acc: 92.6907, loss_bbox: 0.2556, loss_mask: 0.2444, loss: 0.7729 +2024-05-27 20:49:36,354 - mmdet - INFO - Epoch [9][900/7330] lr: 2.774e-06, eta: 2:53:00, time: 0.365, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0411, loss_cls: 0.1857, acc: 93.0537, loss_bbox: 0.2469, loss_mask: 0.2366, loss: 0.7366 +2024-05-27 20:49:54,649 - mmdet - INFO - Epoch [9][950/7330] lr: 2.774e-06, eta: 2:52:42, time: 0.366, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0423, loss_cls: 0.1848, acc: 93.0334, loss_bbox: 0.2444, loss_mask: 0.2291, loss: 0.7258 +2024-05-27 20:50:12,980 - mmdet - INFO - Epoch [9][1000/7330] lr: 2.774e-06, eta: 2:52:23, time: 0.367, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0440, loss_cls: 0.1946, acc: 92.8542, loss_bbox: 0.2420, loss_mask: 0.2291, loss: 0.7369 +2024-05-27 20:50:31,217 - mmdet - INFO - Epoch [9][1050/7330] lr: 2.774e-06, eta: 2:52:05, time: 0.365, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0244, loss_rpn_bbox: 0.0373, loss_cls: 0.1820, acc: 93.3135, loss_bbox: 0.2326, loss_mask: 0.2309, loss: 0.7072 +2024-05-27 20:50:49,622 - mmdet - INFO - Epoch [9][1100/7330] lr: 2.774e-06, eta: 2:51:47, time: 0.368, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0384, loss_cls: 0.1855, acc: 93.2241, loss_bbox: 0.2384, loss_mask: 0.2261, loss: 0.7145 +2024-05-27 20:51:08,035 - mmdet - INFO - Epoch [9][1150/7330] lr: 2.774e-06, eta: 2:51:29, time: 0.368, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0411, loss_cls: 0.1887, acc: 93.0435, loss_bbox: 0.2423, loss_mask: 0.2358, loss: 0.7345 +2024-05-27 20:51:26,433 - mmdet - INFO - Epoch [9][1200/7330] lr: 2.774e-06, eta: 2:51:11, time: 0.368, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0438, loss_cls: 0.1883, acc: 93.0066, loss_bbox: 0.2472, loss_mask: 0.2359, loss: 0.7425 +2024-05-27 20:51:44,853 - mmdet - INFO - Epoch [9][1250/7330] lr: 2.774e-06, eta: 2:50:52, time: 0.368, data_time: 0.013, memory: 7919, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0393, loss_cls: 0.1851, acc: 93.1995, loss_bbox: 0.2384, loss_mask: 0.2263, loss: 0.7150 +2024-05-27 20:52:03,328 - mmdet - INFO - Epoch [9][1300/7330] lr: 2.774e-06, eta: 2:50:34, time: 0.369, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0428, loss_cls: 0.1899, acc: 93.0000, loss_bbox: 0.2426, loss_mask: 0.2324, loss: 0.7356 +2024-05-27 20:52:21,852 - mmdet - INFO - Epoch [9][1350/7330] lr: 2.774e-06, eta: 2:50:16, time: 0.370, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0451, loss_cls: 0.1963, acc: 92.7261, loss_bbox: 0.2562, loss_mask: 0.2401, loss: 0.7668 +2024-05-27 20:52:40,248 - mmdet - INFO - Epoch [9][1400/7330] lr: 2.774e-06, eta: 2:49:58, time: 0.368, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0444, loss_cls: 0.1924, acc: 92.8979, loss_bbox: 0.2510, loss_mask: 0.2352, loss: 0.7510 +2024-05-27 20:52:58,850 - mmdet - INFO - Epoch [9][1450/7330] lr: 2.774e-06, eta: 2:49:40, time: 0.372, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0403, loss_cls: 0.1922, acc: 92.9907, loss_bbox: 0.2466, loss_mask: 0.2324, loss: 0.7393 +2024-05-27 20:53:17,417 - mmdet - INFO - Epoch [9][1500/7330] lr: 2.774e-06, eta: 2:49:22, time: 0.371, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0420, loss_cls: 0.1957, acc: 92.6929, loss_bbox: 0.2548, loss_mask: 0.2383, loss: 0.7584 +2024-05-27 20:53:35,635 - mmdet - INFO - Epoch [9][1550/7330] lr: 2.774e-06, eta: 2:49:03, time: 0.364, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0414, loss_cls: 0.1911, acc: 92.9424, loss_bbox: 0.2385, loss_mask: 0.2349, loss: 0.7329 +2024-05-27 20:53:54,064 - mmdet - INFO - Epoch [9][1600/7330] lr: 2.774e-06, eta: 2:48:45, time: 0.369, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0427, loss_cls: 0.1872, acc: 93.0967, loss_bbox: 0.2416, loss_mask: 0.2330, loss: 0.7311 +2024-05-27 20:54:12,616 - mmdet - INFO - Epoch [9][1650/7330] lr: 2.774e-06, eta: 2:48:27, time: 0.371, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0421, loss_cls: 0.1891, acc: 92.8953, loss_bbox: 0.2470, loss_mask: 0.2293, loss: 0.7333 +2024-05-27 20:54:31,101 - mmdet - INFO - Epoch [9][1700/7330] lr: 2.774e-06, eta: 2:48:09, time: 0.370, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0426, loss_cls: 0.1956, acc: 92.7546, loss_bbox: 0.2532, loss_mask: 0.2321, loss: 0.7499 +2024-05-27 20:54:49,650 - mmdet - INFO - Epoch [9][1750/7330] lr: 2.774e-06, eta: 2:47:51, time: 0.371, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0425, loss_cls: 0.1950, acc: 92.8367, loss_bbox: 0.2481, loss_mask: 0.2351, loss: 0.7490 +2024-05-27 20:55:08,312 - mmdet - INFO - Epoch [9][1800/7330] lr: 2.774e-06, eta: 2:47:33, time: 0.373, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0410, loss_cls: 0.1970, acc: 92.8013, loss_bbox: 0.2478, loss_mask: 0.2351, loss: 0.7503 +2024-05-27 20:55:26,808 - mmdet - INFO - Epoch [9][1850/7330] lr: 2.774e-06, eta: 2:47:14, time: 0.370, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0405, loss_cls: 0.1860, acc: 93.0420, loss_bbox: 0.2427, loss_mask: 0.2339, loss: 0.7284 +2024-05-27 20:55:45,424 - mmdet - INFO - Epoch [9][1900/7330] lr: 2.774e-06, eta: 2:46:56, time: 0.372, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0437, loss_cls: 0.1941, acc: 92.7812, loss_bbox: 0.2476, loss_mask: 0.2294, loss: 0.7416 +2024-05-27 20:56:04,016 - mmdet - INFO - Epoch [9][1950/7330] lr: 2.774e-06, eta: 2:46:38, time: 0.372, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0423, loss_cls: 0.1984, acc: 92.7678, loss_bbox: 0.2513, loss_mask: 0.2359, loss: 0.7562 +2024-05-27 20:56:22,578 - mmdet - INFO - Epoch [9][2000/7330] lr: 2.774e-06, eta: 2:46:20, time: 0.371, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0426, loss_cls: 0.1950, acc: 92.8833, loss_bbox: 0.2497, loss_mask: 0.2382, loss: 0.7526 +2024-05-27 20:56:41,121 - mmdet - INFO - Epoch [9][2050/7330] lr: 2.774e-06, eta: 2:46:02, time: 0.371, data_time: 0.019, memory: 7919, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0437, loss_cls: 0.1908, acc: 92.8411, loss_bbox: 0.2480, loss_mask: 0.2340, loss: 0.7420 +2024-05-27 20:56:59,663 - mmdet - INFO - Epoch [9][2100/7330] lr: 2.774e-06, eta: 2:45:44, time: 0.371, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0402, loss_cls: 0.1979, acc: 92.7344, loss_bbox: 0.2538, loss_mask: 0.2340, loss: 0.7512 +2024-05-27 20:57:18,353 - mmdet - INFO - Epoch [9][2150/7330] lr: 2.774e-06, eta: 2:45:26, time: 0.374, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0435, loss_cls: 0.1902, acc: 92.8979, loss_bbox: 0.2469, loss_mask: 0.2338, loss: 0.7420 +2024-05-27 20:57:36,917 - mmdet - INFO - Epoch [9][2200/7330] lr: 2.774e-06, eta: 2:45:08, time: 0.371, data_time: 0.019, memory: 7919, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0441, loss_cls: 0.1941, acc: 92.8062, loss_bbox: 0.2519, loss_mask: 0.2373, loss: 0.7545 +2024-05-27 20:57:55,376 - mmdet - INFO - Epoch [9][2250/7330] lr: 2.774e-06, eta: 2:44:49, time: 0.369, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0409, loss_cls: 0.1838, acc: 93.1257, loss_bbox: 0.2401, loss_mask: 0.2290, loss: 0.7186 +2024-05-27 20:58:13,964 - mmdet - INFO - Epoch [9][2300/7330] lr: 2.774e-06, eta: 2:44:31, time: 0.372, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0442, loss_cls: 0.1982, acc: 92.6230, loss_bbox: 0.2523, loss_mask: 0.2370, loss: 0.7597 +2024-05-27 20:58:32,336 - mmdet - INFO - Epoch [9][2350/7330] lr: 2.774e-06, eta: 2:44:13, time: 0.367, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0424, loss_cls: 0.1898, acc: 92.9614, loss_bbox: 0.2453, loss_mask: 0.2342, loss: 0.7393 +2024-05-27 20:58:50,684 - mmdet - INFO - Epoch [9][2400/7330] lr: 2.774e-06, eta: 2:43:55, time: 0.367, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0396, loss_cls: 0.1861, acc: 93.0437, loss_bbox: 0.2413, loss_mask: 0.2343, loss: 0.7272 +2024-05-27 20:59:09,055 - mmdet - INFO - Epoch [9][2450/7330] lr: 2.774e-06, eta: 2:43:37, time: 0.367, data_time: 0.018, memory: 7919, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0437, loss_cls: 0.1907, acc: 92.8970, loss_bbox: 0.2478, loss_mask: 0.2351, loss: 0.7449 +2024-05-27 20:59:27,404 - mmdet - INFO - Epoch [9][2500/7330] lr: 2.774e-06, eta: 2:43:18, time: 0.367, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0422, loss_cls: 0.1966, acc: 92.8445, loss_bbox: 0.2446, loss_mask: 0.2394, loss: 0.7499 +2024-05-27 20:59:45,881 - mmdet - INFO - Epoch [9][2550/7330] lr: 2.774e-06, eta: 2:43:00, time: 0.370, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0430, loss_cls: 0.1929, acc: 92.8474, loss_bbox: 0.2458, loss_mask: 0.2374, loss: 0.7465 +2024-05-27 21:00:04,555 - mmdet - INFO - Epoch [9][2600/7330] lr: 2.774e-06, eta: 2:42:42, time: 0.373, data_time: 0.013, memory: 7919, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0415, loss_cls: 0.1811, acc: 93.1802, loss_bbox: 0.2361, loss_mask: 0.2238, loss: 0.7069 +2024-05-27 21:00:22,949 - mmdet - INFO - Epoch [9][2650/7330] lr: 2.774e-06, eta: 2:42:24, time: 0.368, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0241, loss_rpn_bbox: 0.0399, loss_cls: 0.1781, acc: 93.1707, loss_bbox: 0.2366, loss_mask: 0.2269, loss: 0.7057 +2024-05-27 21:00:41,446 - mmdet - INFO - Epoch [9][2700/7330] lr: 2.774e-06, eta: 2:42:06, time: 0.370, data_time: 0.022, memory: 7919, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0415, loss_cls: 0.1886, acc: 92.9927, loss_bbox: 0.2396, loss_mask: 0.2324, loss: 0.7288 +2024-05-27 21:00:59,973 - mmdet - INFO - Epoch [9][2750/7330] lr: 2.774e-06, eta: 2:41:48, time: 0.371, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0446, loss_cls: 0.2017, acc: 92.4551, loss_bbox: 0.2615, loss_mask: 0.2329, loss: 0.7681 +2024-05-27 21:01:18,352 - mmdet - INFO - Epoch [9][2800/7330] lr: 2.774e-06, eta: 2:41:29, time: 0.368, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0437, loss_cls: 0.1887, acc: 93.0029, loss_bbox: 0.2422, loss_mask: 0.2311, loss: 0.7338 +2024-05-27 21:01:36,682 - mmdet - INFO - Epoch [9][2850/7330] lr: 2.774e-06, eta: 2:41:11, time: 0.367, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0403, loss_cls: 0.1880, acc: 92.9941, loss_bbox: 0.2443, loss_mask: 0.2276, loss: 0.7264 +2024-05-27 21:01:55,070 - mmdet - INFO - Epoch [9][2900/7330] lr: 2.774e-06, eta: 2:40:53, time: 0.368, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0410, loss_cls: 0.1907, acc: 92.9177, loss_bbox: 0.2430, loss_mask: 0.2270, loss: 0.7274 +2024-05-27 21:02:13,467 - mmdet - INFO - Epoch [9][2950/7330] lr: 2.774e-06, eta: 2:40:35, time: 0.368, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0396, loss_cls: 0.1849, acc: 93.1108, loss_bbox: 0.2386, loss_mask: 0.2259, loss: 0.7144 +2024-05-27 21:02:31,854 - mmdet - INFO - Epoch [9][3000/7330] lr: 2.774e-06, eta: 2:40:16, time: 0.368, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0435, loss_cls: 0.1876, acc: 92.9946, loss_bbox: 0.2456, loss_mask: 0.2324, loss: 0.7351 +2024-05-27 21:02:50,194 - mmdet - INFO - Epoch [9][3050/7330] lr: 2.774e-06, eta: 2:39:58, time: 0.367, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0436, loss_cls: 0.2004, acc: 92.6614, loss_bbox: 0.2536, loss_mask: 0.2365, loss: 0.7615 +2024-05-27 21:03:08,530 - mmdet - INFO - Epoch [9][3100/7330] lr: 2.774e-06, eta: 2:39:40, time: 0.367, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0404, loss_cls: 0.1827, acc: 93.2522, loss_bbox: 0.2370, loss_mask: 0.2302, loss: 0.7165 +2024-05-27 21:03:30,045 - mmdet - INFO - Epoch [9][3150/7330] lr: 2.774e-06, eta: 2:39:23, time: 0.430, data_time: 0.081, memory: 7919, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0438, loss_cls: 0.1935, acc: 92.7297, loss_bbox: 0.2477, loss_mask: 0.2290, loss: 0.7416 +2024-05-27 21:03:48,358 - mmdet - INFO - Epoch [9][3200/7330] lr: 2.774e-06, eta: 2:39:05, time: 0.366, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0395, loss_cls: 0.1811, acc: 93.3054, loss_bbox: 0.2321, loss_mask: 0.2254, loss: 0.7017 +2024-05-27 21:04:06,789 - mmdet - INFO - Epoch [9][3250/7330] lr: 2.774e-06, eta: 2:38:47, time: 0.369, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0416, loss_cls: 0.1853, acc: 92.9961, loss_bbox: 0.2469, loss_mask: 0.2299, loss: 0.7316 +2024-05-27 21:04:25,251 - mmdet - INFO - Epoch [9][3300/7330] lr: 2.774e-06, eta: 2:38:28, time: 0.369, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0410, loss_cls: 0.1910, acc: 92.8870, loss_bbox: 0.2477, loss_mask: 0.2341, loss: 0.7380 +2024-05-27 21:04:43,459 - mmdet - INFO - Epoch [9][3350/7330] lr: 2.774e-06, eta: 2:38:10, time: 0.364, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0425, loss_cls: 0.1887, acc: 93.0786, loss_bbox: 0.2460, loss_mask: 0.2279, loss: 0.7320 +2024-05-27 21:05:01,732 - mmdet - INFO - Epoch [9][3400/7330] lr: 2.774e-06, eta: 2:37:52, time: 0.365, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0418, loss_cls: 0.1872, acc: 93.0679, loss_bbox: 0.2445, loss_mask: 0.2357, loss: 0.7345 +2024-05-27 21:05:20,106 - mmdet - INFO - Epoch [9][3450/7330] lr: 2.774e-06, eta: 2:37:34, time: 0.367, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0439, loss_cls: 0.1922, acc: 92.8069, loss_bbox: 0.2487, loss_mask: 0.2316, loss: 0.7429 +2024-05-27 21:05:38,601 - mmdet - INFO - Epoch [9][3500/7330] lr: 2.774e-06, eta: 2:37:15, time: 0.370, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0450, loss_cls: 0.1886, acc: 92.9331, loss_bbox: 0.2468, loss_mask: 0.2287, loss: 0.7353 +2024-05-27 21:06:00,510 - mmdet - INFO - Epoch [9][3550/7330] lr: 2.774e-06, eta: 2:36:59, time: 0.438, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0394, loss_cls: 0.1876, acc: 93.0964, loss_bbox: 0.2432, loss_mask: 0.2322, loss: 0.7275 +2024-05-27 21:06:19,015 - mmdet - INFO - Epoch [9][3600/7330] lr: 2.774e-06, eta: 2:36:41, time: 0.370, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0418, loss_cls: 0.1924, acc: 92.7781, loss_bbox: 0.2494, loss_mask: 0.2361, loss: 0.7485 +2024-05-27 21:06:37,256 - mmdet - INFO - Epoch [9][3650/7330] lr: 2.774e-06, eta: 2:36:22, time: 0.365, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0418, loss_cls: 0.1860, acc: 93.0942, loss_bbox: 0.2424, loss_mask: 0.2294, loss: 0.7268 +2024-05-27 21:06:55,634 - mmdet - INFO - Epoch [9][3700/7330] lr: 2.774e-06, eta: 2:36:04, time: 0.368, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0413, loss_cls: 0.1818, acc: 93.2744, loss_bbox: 0.2376, loss_mask: 0.2250, loss: 0.7114 +2024-05-27 21:07:14,108 - mmdet - INFO - Epoch [9][3750/7330] lr: 2.774e-06, eta: 2:35:46, time: 0.369, data_time: 0.018, memory: 7919, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0452, loss_cls: 0.1919, acc: 92.7397, loss_bbox: 0.2541, loss_mask: 0.2333, loss: 0.7526 +2024-05-27 21:07:32,384 - mmdet - INFO - Epoch [9][3800/7330] lr: 2.774e-06, eta: 2:35:28, time: 0.366, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0397, loss_cls: 0.1893, acc: 93.0181, loss_bbox: 0.2417, loss_mask: 0.2316, loss: 0.7271 +2024-05-27 21:07:50,727 - mmdet - INFO - Epoch [9][3850/7330] lr: 2.774e-06, eta: 2:35:09, time: 0.367, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0441, loss_cls: 0.1950, acc: 92.7290, loss_bbox: 0.2537, loss_mask: 0.2378, loss: 0.7578 +2024-05-27 21:08:08,972 - mmdet - INFO - Epoch [9][3900/7330] lr: 2.774e-06, eta: 2:34:51, time: 0.365, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0438, loss_cls: 0.1900, acc: 92.7344, loss_bbox: 0.2525, loss_mask: 0.2302, loss: 0.7438 +2024-05-27 21:08:27,203 - mmdet - INFO - Epoch [9][3950/7330] lr: 2.774e-06, eta: 2:34:33, time: 0.365, data_time: 0.021, memory: 7919, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0444, loss_cls: 0.1929, acc: 92.8665, loss_bbox: 0.2447, loss_mask: 0.2314, loss: 0.7416 +2024-05-27 21:08:45,566 - mmdet - INFO - Epoch [9][4000/7330] lr: 2.774e-06, eta: 2:34:14, time: 0.367, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0435, loss_cls: 0.1911, acc: 92.8696, loss_bbox: 0.2521, loss_mask: 0.2344, loss: 0.7484 +2024-05-27 21:09:03,941 - mmdet - INFO - Epoch [9][4050/7330] lr: 2.774e-06, eta: 2:33:56, time: 0.367, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0436, loss_cls: 0.1881, acc: 92.9226, loss_bbox: 0.2468, loss_mask: 0.2315, loss: 0.7373 +2024-05-27 21:09:22,265 - mmdet - INFO - Epoch [9][4100/7330] lr: 2.774e-06, eta: 2:33:38, time: 0.366, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0424, loss_cls: 0.1872, acc: 93.1221, loss_bbox: 0.2405, loss_mask: 0.2276, loss: 0.7244 +2024-05-27 21:09:40,425 - mmdet - INFO - Epoch [9][4150/7330] lr: 2.774e-06, eta: 2:33:20, time: 0.363, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0390, loss_cls: 0.1844, acc: 93.3953, loss_bbox: 0.2291, loss_mask: 0.2286, loss: 0.7075 +2024-05-27 21:09:58,747 - mmdet - INFO - Epoch [9][4200/7330] lr: 2.774e-06, eta: 2:33:01, time: 0.366, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0415, loss_cls: 0.1829, acc: 93.0703, loss_bbox: 0.2427, loss_mask: 0.2333, loss: 0.7265 +2024-05-27 21:10:17,145 - mmdet - INFO - Epoch [9][4250/7330] lr: 2.774e-06, eta: 2:32:43, time: 0.368, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0453, loss_cls: 0.1944, acc: 92.9009, loss_bbox: 0.2469, loss_mask: 0.2303, loss: 0.7460 +2024-05-27 21:10:35,614 - mmdet - INFO - Epoch [9][4300/7330] lr: 2.774e-06, eta: 2:32:25, time: 0.369, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0234, loss_rpn_bbox: 0.0406, loss_cls: 0.1850, acc: 92.9973, loss_bbox: 0.2430, loss_mask: 0.2301, loss: 0.7221 +2024-05-27 21:10:54,013 - mmdet - INFO - Epoch [9][4350/7330] lr: 2.774e-06, eta: 2:32:07, time: 0.368, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0431, loss_cls: 0.1897, acc: 92.9482, loss_bbox: 0.2425, loss_mask: 0.2283, loss: 0.7330 +2024-05-27 21:11:12,484 - mmdet - INFO - Epoch [9][4400/7330] lr: 2.774e-06, eta: 2:31:49, time: 0.369, data_time: 0.018, memory: 7919, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0432, loss_cls: 0.1888, acc: 92.9277, loss_bbox: 0.2486, loss_mask: 0.2349, loss: 0.7421 +2024-05-27 21:11:30,962 - mmdet - INFO - Epoch [9][4450/7330] lr: 2.774e-06, eta: 2:31:30, time: 0.370, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0411, loss_cls: 0.1855, acc: 93.0352, loss_bbox: 0.2421, loss_mask: 0.2340, loss: 0.7264 +2024-05-27 21:11:49,294 - mmdet - INFO - Epoch [9][4500/7330] lr: 2.774e-06, eta: 2:31:12, time: 0.367, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0430, loss_cls: 0.1924, acc: 92.8711, loss_bbox: 0.2490, loss_mask: 0.2318, loss: 0.7428 +2024-05-27 21:12:07,570 - mmdet - INFO - Epoch [9][4550/7330] lr: 2.774e-06, eta: 2:30:54, time: 0.366, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0413, loss_cls: 0.1819, acc: 93.2305, loss_bbox: 0.2407, loss_mask: 0.2299, loss: 0.7175 +2024-05-27 21:12:26,044 - mmdet - INFO - Epoch [9][4600/7330] lr: 2.774e-06, eta: 2:30:36, time: 0.369, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0423, loss_cls: 0.1970, acc: 92.6873, loss_bbox: 0.2557, loss_mask: 0.2340, loss: 0.7565 +2024-05-27 21:12:44,353 - mmdet - INFO - Epoch [9][4650/7330] lr: 2.774e-06, eta: 2:30:17, time: 0.366, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0420, loss_cls: 0.1847, acc: 93.1450, loss_bbox: 0.2423, loss_mask: 0.2288, loss: 0.7240 +2024-05-27 21:13:02,791 - mmdet - INFO - Epoch [9][4700/7330] lr: 2.774e-06, eta: 2:29:59, time: 0.369, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0407, loss_cls: 0.1850, acc: 93.1406, loss_bbox: 0.2426, loss_mask: 0.2291, loss: 0.7237 +2024-05-27 21:13:21,214 - mmdet - INFO - Epoch [9][4750/7330] lr: 2.774e-06, eta: 2:29:41, time: 0.368, data_time: 0.013, memory: 7919, loss_rpn_cls: 0.0240, loss_rpn_bbox: 0.0409, loss_cls: 0.1869, acc: 93.0190, loss_bbox: 0.2461, loss_mask: 0.2266, loss: 0.7245 +2024-05-27 21:13:39,725 - mmdet - INFO - Epoch [9][4800/7330] lr: 2.774e-06, eta: 2:29:23, time: 0.370, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0246, loss_rpn_bbox: 0.0420, loss_cls: 0.1835, acc: 93.1147, loss_bbox: 0.2436, loss_mask: 0.2275, loss: 0.7213 +2024-05-27 21:13:58,135 - mmdet - INFO - Epoch [9][4850/7330] lr: 2.774e-06, eta: 2:29:04, time: 0.368, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0448, loss_cls: 0.1927, acc: 92.8284, loss_bbox: 0.2487, loss_mask: 0.2376, loss: 0.7536 +2024-05-27 21:14:16,544 - mmdet - INFO - Epoch [9][4900/7330] lr: 2.774e-06, eta: 2:28:46, time: 0.368, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0438, loss_cls: 0.1936, acc: 92.8289, loss_bbox: 0.2496, loss_mask: 0.2303, loss: 0.7452 +2024-05-27 21:14:34,990 - mmdet - INFO - Epoch [9][4950/7330] lr: 2.774e-06, eta: 2:28:28, time: 0.369, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0455, loss_cls: 0.2001, acc: 92.6462, loss_bbox: 0.2544, loss_mask: 0.2322, loss: 0.7603 +2024-05-27 21:14:53,310 - mmdet - INFO - Epoch [9][5000/7330] lr: 2.774e-06, eta: 2:28:10, time: 0.366, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0435, loss_cls: 0.1862, acc: 93.0466, loss_bbox: 0.2428, loss_mask: 0.2261, loss: 0.7255 +2024-05-27 21:15:11,792 - mmdet - INFO - Epoch [9][5050/7330] lr: 2.774e-06, eta: 2:27:52, time: 0.370, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0434, loss_cls: 0.1840, acc: 93.0371, loss_bbox: 0.2448, loss_mask: 0.2296, loss: 0.7296 +2024-05-27 21:15:30,404 - mmdet - INFO - Epoch [9][5100/7330] lr: 2.774e-06, eta: 2:27:33, time: 0.372, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0246, loss_rpn_bbox: 0.0411, loss_cls: 0.1886, acc: 92.8850, loss_bbox: 0.2451, loss_mask: 0.2311, loss: 0.7305 +2024-05-27 21:15:48,885 - mmdet - INFO - Epoch [9][5150/7330] lr: 2.774e-06, eta: 2:27:15, time: 0.370, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0436, loss_cls: 0.1991, acc: 92.6096, loss_bbox: 0.2537, loss_mask: 0.2382, loss: 0.7617 +2024-05-27 21:16:07,342 - mmdet - INFO - Epoch [9][5200/7330] lr: 2.774e-06, eta: 2:26:57, time: 0.369, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0440, loss_cls: 0.1916, acc: 92.8906, loss_bbox: 0.2451, loss_mask: 0.2327, loss: 0.7398 +2024-05-27 21:16:25,772 - mmdet - INFO - Epoch [9][5250/7330] lr: 2.774e-06, eta: 2:26:39, time: 0.369, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0388, loss_cls: 0.1770, acc: 93.3318, loss_bbox: 0.2348, loss_mask: 0.2282, loss: 0.7011 +2024-05-27 21:16:44,315 - mmdet - INFO - Epoch [9][5300/7330] lr: 2.774e-06, eta: 2:26:21, time: 0.371, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0421, loss_cls: 0.1893, acc: 93.0706, loss_bbox: 0.2433, loss_mask: 0.2282, loss: 0.7308 +2024-05-27 21:17:02,803 - mmdet - INFO - Epoch [9][5350/7330] lr: 2.774e-06, eta: 2:26:02, time: 0.370, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0385, loss_cls: 0.1745, acc: 93.4214, loss_bbox: 0.2291, loss_mask: 0.2220, loss: 0.6882 +2024-05-27 21:17:21,291 - mmdet - INFO - Epoch [9][5400/7330] lr: 2.774e-06, eta: 2:25:44, time: 0.370, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0421, loss_cls: 0.1868, acc: 92.9888, loss_bbox: 0.2393, loss_mask: 0.2271, loss: 0.7217 +2024-05-27 21:17:39,848 - mmdet - INFO - Epoch [9][5450/7330] lr: 2.774e-06, eta: 2:25:26, time: 0.371, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0423, loss_cls: 0.1902, acc: 92.9446, loss_bbox: 0.2484, loss_mask: 0.2293, loss: 0.7375 +2024-05-27 21:17:58,414 - mmdet - INFO - Epoch [9][5500/7330] lr: 2.774e-06, eta: 2:25:08, time: 0.371, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0427, loss_cls: 0.1881, acc: 93.0061, loss_bbox: 0.2446, loss_mask: 0.2302, loss: 0.7315 +2024-05-27 21:18:17,004 - mmdet - INFO - Epoch [9][5550/7330] lr: 2.774e-06, eta: 2:24:50, time: 0.372, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0422, loss_cls: 0.1875, acc: 92.8816, loss_bbox: 0.2484, loss_mask: 0.2335, loss: 0.7369 +2024-05-27 21:18:35,522 - mmdet - INFO - Epoch [9][5600/7330] lr: 2.774e-06, eta: 2:24:32, time: 0.370, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0418, loss_cls: 0.1851, acc: 93.0347, loss_bbox: 0.2427, loss_mask: 0.2300, loss: 0.7261 +2024-05-27 21:18:54,021 - mmdet - INFO - Epoch [9][5650/7330] lr: 2.774e-06, eta: 2:24:13, time: 0.370, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0413, loss_cls: 0.1826, acc: 93.2830, loss_bbox: 0.2360, loss_mask: 0.2303, loss: 0.7172 +2024-05-27 21:19:12,615 - mmdet - INFO - Epoch [9][5700/7330] lr: 2.774e-06, eta: 2:23:55, time: 0.372, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0427, loss_cls: 0.1928, acc: 92.7268, loss_bbox: 0.2570, loss_mask: 0.2321, loss: 0.7506 +2024-05-27 21:19:31,142 - mmdet - INFO - Epoch [9][5750/7330] lr: 2.774e-06, eta: 2:23:37, time: 0.371, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0434, loss_cls: 0.1865, acc: 93.0212, loss_bbox: 0.2434, loss_mask: 0.2299, loss: 0.7296 +2024-05-27 21:19:49,663 - mmdet - INFO - Epoch [9][5800/7330] lr: 2.774e-06, eta: 2:23:19, time: 0.370, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0402, loss_cls: 0.1768, acc: 93.2651, loss_bbox: 0.2375, loss_mask: 0.2283, loss: 0.7080 +2024-05-27 21:20:08,350 - mmdet - INFO - Epoch [9][5850/7330] lr: 2.774e-06, eta: 2:23:01, time: 0.374, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0404, loss_cls: 0.1843, acc: 93.0161, loss_bbox: 0.2416, loss_mask: 0.2314, loss: 0.7225 +2024-05-27 21:20:26,747 - mmdet - INFO - Epoch [9][5900/7330] lr: 2.774e-06, eta: 2:22:42, time: 0.368, data_time: 0.018, memory: 7919, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0401, loss_cls: 0.1802, acc: 93.1870, loss_bbox: 0.2348, loss_mask: 0.2284, loss: 0.7087 +2024-05-27 21:20:47,598 - mmdet - INFO - Epoch [9][5950/7330] lr: 2.774e-06, eta: 2:22:25, time: 0.417, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0443, loss_cls: 0.1925, acc: 92.7622, loss_bbox: 0.2524, loss_mask: 0.2341, loss: 0.7520 +2024-05-27 21:21:06,100 - mmdet - INFO - Epoch [9][6000/7330] lr: 2.774e-06, eta: 2:22:07, time: 0.370, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0251, loss_rpn_bbox: 0.0404, loss_cls: 0.1890, acc: 92.8533, loss_bbox: 0.2437, loss_mask: 0.2328, loss: 0.7308 +2024-05-27 21:21:24,635 - mmdet - INFO - Epoch [9][6050/7330] lr: 2.774e-06, eta: 2:21:49, time: 0.371, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0450, loss_cls: 0.1939, acc: 92.6187, loss_bbox: 0.2580, loss_mask: 0.2381, loss: 0.7624 +2024-05-27 21:21:43,277 - mmdet - INFO - Epoch [9][6100/7330] lr: 2.774e-06, eta: 2:21:30, time: 0.373, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0444, loss_cls: 0.1966, acc: 92.7026, loss_bbox: 0.2534, loss_mask: 0.2350, loss: 0.7570 +2024-05-27 21:22:01,850 - mmdet - INFO - Epoch [9][6150/7330] lr: 2.774e-06, eta: 2:21:12, time: 0.371, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0249, loss_rpn_bbox: 0.0417, loss_cls: 0.1830, acc: 93.1392, loss_bbox: 0.2421, loss_mask: 0.2361, loss: 0.7277 +2024-05-27 21:22:20,358 - mmdet - INFO - Epoch [9][6200/7330] lr: 2.774e-06, eta: 2:20:54, time: 0.370, data_time: 0.018, memory: 7919, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0414, loss_cls: 0.1846, acc: 93.1313, loss_bbox: 0.2417, loss_mask: 0.2295, loss: 0.7229 +2024-05-27 21:22:41,307 - mmdet - INFO - Epoch [9][6250/7330] lr: 2.774e-06, eta: 2:20:37, time: 0.419, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0402, loss_cls: 0.1863, acc: 93.1072, loss_bbox: 0.2408, loss_mask: 0.2299, loss: 0.7238 +2024-05-27 21:22:59,762 - mmdet - INFO - Epoch [9][6300/7330] lr: 2.774e-06, eta: 2:20:19, time: 0.369, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0449, loss_cls: 0.1911, acc: 92.8782, loss_bbox: 0.2500, loss_mask: 0.2313, loss: 0.7452 +2024-05-27 21:23:18,288 - mmdet - INFO - Epoch [9][6350/7330] lr: 2.774e-06, eta: 2:20:00, time: 0.370, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0246, loss_rpn_bbox: 0.0401, loss_cls: 0.1786, acc: 93.2051, loss_bbox: 0.2344, loss_mask: 0.2256, loss: 0.7033 +2024-05-27 21:23:36,827 - mmdet - INFO - Epoch [9][6400/7330] lr: 2.774e-06, eta: 2:19:42, time: 0.371, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0426, loss_cls: 0.1835, acc: 93.1531, loss_bbox: 0.2386, loss_mask: 0.2283, loss: 0.7200 +2024-05-27 21:23:55,340 - mmdet - INFO - Epoch [9][6450/7330] lr: 2.774e-06, eta: 2:19:24, time: 0.370, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0461, loss_cls: 0.1979, acc: 92.4683, loss_bbox: 0.2552, loss_mask: 0.2284, loss: 0.7573 +2024-05-27 21:24:13,802 - mmdet - INFO - Epoch [9][6500/7330] lr: 2.774e-06, eta: 2:19:06, time: 0.369, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0397, loss_cls: 0.1858, acc: 93.0649, loss_bbox: 0.2427, loss_mask: 0.2283, loss: 0.7207 +2024-05-27 21:24:32,196 - mmdet - INFO - Epoch [9][6550/7330] lr: 2.774e-06, eta: 2:18:47, time: 0.368, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0402, loss_cls: 0.1820, acc: 93.1611, loss_bbox: 0.2362, loss_mask: 0.2304, loss: 0.7149 +2024-05-27 21:24:53,521 - mmdet - INFO - Epoch [9][6600/7330] lr: 2.774e-06, eta: 2:18:30, time: 0.426, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0401, loss_cls: 0.1840, acc: 93.1257, loss_bbox: 0.2404, loss_mask: 0.2278, loss: 0.7175 +2024-05-27 21:25:12,090 - mmdet - INFO - Epoch [9][6650/7330] lr: 2.774e-06, eta: 2:18:12, time: 0.371, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0433, loss_cls: 0.1955, acc: 92.7319, loss_bbox: 0.2522, loss_mask: 0.2361, loss: 0.7537 +2024-05-27 21:25:33,171 - mmdet - INFO - Epoch [9][6700/7330] lr: 2.774e-06, eta: 2:17:55, time: 0.422, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0387, loss_cls: 0.1759, acc: 93.3499, loss_bbox: 0.2334, loss_mask: 0.2245, loss: 0.6962 +2024-05-27 21:25:51,846 - mmdet - INFO - Epoch [9][6750/7330] lr: 2.774e-06, eta: 2:17:37, time: 0.373, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0437, loss_cls: 0.1955, acc: 92.7349, loss_bbox: 0.2535, loss_mask: 0.2328, loss: 0.7510 +2024-05-27 21:26:10,510 - mmdet - INFO - Epoch [9][6800/7330] lr: 2.774e-06, eta: 2:17:18, time: 0.373, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0445, loss_cls: 0.1907, acc: 92.7791, loss_bbox: 0.2519, loss_mask: 0.2319, loss: 0.7445 +2024-05-27 21:26:28,906 - mmdet - INFO - Epoch [9][6850/7330] lr: 2.774e-06, eta: 2:17:00, time: 0.368, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0399, loss_cls: 0.1870, acc: 93.0542, loss_bbox: 0.2404, loss_mask: 0.2334, loss: 0.7262 +2024-05-27 21:26:47,283 - mmdet - INFO - Epoch [9][6900/7330] lr: 2.774e-06, eta: 2:16:42, time: 0.368, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0385, loss_cls: 0.1811, acc: 93.3643, loss_bbox: 0.2298, loss_mask: 0.2318, loss: 0.7054 +2024-05-27 21:27:05,860 - mmdet - INFO - Epoch [9][6950/7330] lr: 2.774e-06, eta: 2:16:24, time: 0.372, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0407, loss_cls: 0.1819, acc: 93.1453, loss_bbox: 0.2432, loss_mask: 0.2330, loss: 0.7246 +2024-05-27 21:27:24,331 - mmdet - INFO - Epoch [9][7000/7330] lr: 2.774e-06, eta: 2:16:05, time: 0.369, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0402, loss_cls: 0.1902, acc: 92.8945, loss_bbox: 0.2472, loss_mask: 0.2335, loss: 0.7372 +2024-05-27 21:27:42,812 - mmdet - INFO - Epoch [9][7050/7330] lr: 2.774e-06, eta: 2:15:47, time: 0.370, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0241, loss_rpn_bbox: 0.0403, loss_cls: 0.1858, acc: 93.1335, loss_bbox: 0.2443, loss_mask: 0.2305, loss: 0.7250 +2024-05-27 21:28:01,307 - mmdet - INFO - Epoch [9][7100/7330] lr: 2.774e-06, eta: 2:15:29, time: 0.370, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0405, loss_cls: 0.1820, acc: 93.1418, loss_bbox: 0.2362, loss_mask: 0.2257, loss: 0.7098 +2024-05-27 21:28:19,890 - mmdet - INFO - Epoch [9][7150/7330] lr: 2.774e-06, eta: 2:15:11, time: 0.372, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0420, loss_cls: 0.1961, acc: 92.6780, loss_bbox: 0.2497, loss_mask: 0.2312, loss: 0.7483 +2024-05-27 21:28:38,248 - mmdet - INFO - Epoch [9][7200/7330] lr: 2.774e-06, eta: 2:14:53, time: 0.367, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0240, loss_rpn_bbox: 0.0389, loss_cls: 0.1847, acc: 93.1118, loss_bbox: 0.2383, loss_mask: 0.2273, loss: 0.7132 +2024-05-27 21:28:56,788 - mmdet - INFO - Epoch [9][7250/7330] lr: 2.774e-06, eta: 2:14:34, time: 0.371, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0240, loss_rpn_bbox: 0.0408, loss_cls: 0.1830, acc: 93.1221, loss_bbox: 0.2392, loss_mask: 0.2270, loss: 0.7140 +2024-05-27 21:29:15,339 - mmdet - INFO - Epoch [9][7300/7330] lr: 2.774e-06, eta: 2:14:16, time: 0.371, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0431, loss_cls: 0.1874, acc: 92.9216, loss_bbox: 0.2493, loss_mask: 0.2353, loss: 0.7414 +2024-05-27 21:29:27,161 - mmdet - INFO - Saving checkpoint at 9 epochs +2024-05-27 21:30:21,534 - mmdet - INFO - Evaluating bbox... +2024-05-27 21:30:43,963 - 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 ] = 0.702 + Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.503 + Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.288 + Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.506 + Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.618 + 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 ] = 0.396 + Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.636 + Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.738 + +2024-05-27 21:30:43,963 - mmdet - INFO - Evaluating segm... +2024-05-27 21:31:11,565 - mmdet - INFO - + Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.419 + Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.665 + Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.447 + Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.208 + Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.460 + Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.638 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.534 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.534 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.534 + Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.332 + Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.590 + Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.722 + +2024-05-27 21:31:12,003 - mmdet - INFO - Exp name: mask_rcnn_deit_vit_l_fpn_1x_coco_bs16.py +2024-05-27 21:31:12,004 - mmdet - INFO - Epoch(val) [9][625] bbox_mAP: 0.4590, bbox_mAP_50: 0.7020, bbox_mAP_75: 0.5030, bbox_mAP_s: 0.2880, bbox_mAP_m: 0.5060, bbox_mAP_l: 0.6180, bbox_mAP_copypaste: 0.459 0.702 0.503 0.288 0.506 0.618, segm_mAP: 0.4190, segm_mAP_50: 0.6650, segm_mAP_75: 0.4470, segm_mAP_s: 0.2080, segm_mAP_m: 0.4600, segm_mAP_l: 0.6380, segm_mAP_copypaste: 0.419 0.665 0.447 0.208 0.460 0.638 +2024-05-27 21:31:38,541 - mmdet - INFO - Epoch [10][50/7330] lr: 2.774e-06, eta: 2:13:46, time: 0.531, data_time: 0.079, memory: 7919, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0424, loss_cls: 0.1824, acc: 93.1860, loss_bbox: 0.2375, loss_mask: 0.2221, loss: 0.7102 +2024-05-27 21:31:56,903 - mmdet - INFO - Epoch [10][100/7330] lr: 2.774e-06, eta: 2:13:28, time: 0.367, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0382, loss_cls: 0.1844, acc: 93.1326, loss_bbox: 0.2390, loss_mask: 0.2221, loss: 0.7067 +2024-05-27 21:32:15,209 - mmdet - INFO - Epoch [10][150/7330] lr: 2.774e-06, eta: 2:13:09, time: 0.366, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0431, loss_cls: 0.1888, acc: 92.9111, loss_bbox: 0.2472, loss_mask: 0.2304, loss: 0.7358 +2024-05-27 21:32:33,626 - mmdet - INFO - Epoch [10][200/7330] lr: 2.774e-06, eta: 2:12:51, time: 0.368, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0426, loss_cls: 0.1891, acc: 92.9341, loss_bbox: 0.2480, loss_mask: 0.2358, loss: 0.7428 +2024-05-27 21:32:52,072 - mmdet - INFO - Epoch [10][250/7330] lr: 2.774e-06, eta: 2:12:33, time: 0.369, data_time: 0.013, memory: 7919, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0424, loss_cls: 0.1816, acc: 93.1682, loss_bbox: 0.2403, loss_mask: 0.2237, loss: 0.7137 +2024-05-27 21:33:10,524 - mmdet - INFO - Epoch [10][300/7330] lr: 2.774e-06, eta: 2:12:15, time: 0.369, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0245, loss_rpn_bbox: 0.0421, loss_cls: 0.1828, acc: 93.0479, loss_bbox: 0.2419, loss_mask: 0.2298, loss: 0.7210 +2024-05-27 21:33:28,817 - mmdet - INFO - Epoch [10][350/7330] lr: 2.774e-06, eta: 2:11:56, time: 0.366, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0400, loss_cls: 0.1842, acc: 93.1467, loss_bbox: 0.2410, loss_mask: 0.2266, loss: 0.7161 +2024-05-27 21:33:47,140 - mmdet - INFO - Epoch [10][400/7330] lr: 2.774e-06, eta: 2:11:38, time: 0.366, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0409, loss_cls: 0.1828, acc: 93.1558, loss_bbox: 0.2407, loss_mask: 0.2282, loss: 0.7184 +2024-05-27 21:34:05,438 - mmdet - INFO - Epoch [10][450/7330] lr: 2.774e-06, eta: 2:11:20, time: 0.366, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0401, loss_cls: 0.1859, acc: 92.9932, loss_bbox: 0.2416, loss_mask: 0.2317, loss: 0.7248 +2024-05-27 21:34:23,617 - mmdet - INFO - Epoch [10][500/7330] lr: 2.774e-06, eta: 2:11:01, time: 0.364, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0415, loss_cls: 0.1749, acc: 93.4175, loss_bbox: 0.2336, loss_mask: 0.2262, loss: 0.7015 +2024-05-27 21:34:42,057 - mmdet - INFO - Epoch [10][550/7330] lr: 2.774e-06, eta: 2:10:43, time: 0.369, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0443, loss_cls: 0.1858, acc: 92.8975, loss_bbox: 0.2448, loss_mask: 0.2261, loss: 0.7269 +2024-05-27 21:35:00,547 - mmdet - INFO - Epoch [10][600/7330] lr: 2.774e-06, eta: 2:10:25, time: 0.370, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0436, loss_cls: 0.1905, acc: 92.7300, loss_bbox: 0.2542, loss_mask: 0.2297, loss: 0.7445 +2024-05-27 21:35:18,815 - mmdet - INFO - Epoch [10][650/7330] lr: 2.774e-06, eta: 2:10:07, time: 0.365, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0404, loss_cls: 0.1845, acc: 93.1760, loss_bbox: 0.2398, loss_mask: 0.2337, loss: 0.7236 +2024-05-27 21:35:37,120 - mmdet - INFO - Epoch [10][700/7330] lr: 2.774e-06, eta: 2:09:48, time: 0.366, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0424, loss_cls: 0.1858, acc: 92.9739, loss_bbox: 0.2432, loss_mask: 0.2324, loss: 0.7294 +2024-05-27 21:35:55,502 - mmdet - INFO - Epoch [10][750/7330] lr: 2.774e-06, eta: 2:09:30, time: 0.368, data_time: 0.013, memory: 7919, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0420, loss_cls: 0.1829, acc: 93.1003, loss_bbox: 0.2434, loss_mask: 0.2294, loss: 0.7238 +2024-05-27 21:36:13,855 - mmdet - INFO - Epoch [10][800/7330] lr: 2.774e-06, eta: 2:09:12, time: 0.367, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0240, loss_rpn_bbox: 0.0406, loss_cls: 0.1769, acc: 93.3391, loss_bbox: 0.2398, loss_mask: 0.2248, loss: 0.7061 +2024-05-27 21:36:32,118 - mmdet - INFO - Epoch [10][850/7330] lr: 2.774e-06, eta: 2:08:54, time: 0.365, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0435, loss_cls: 0.1866, acc: 93.0310, loss_bbox: 0.2474, loss_mask: 0.2366, loss: 0.7407 +2024-05-27 21:36:50,357 - mmdet - INFO - Epoch [10][900/7330] lr: 2.774e-06, eta: 2:08:35, time: 0.365, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0414, loss_cls: 0.1786, acc: 93.2104, loss_bbox: 0.2336, loss_mask: 0.2248, loss: 0.7054 +2024-05-27 21:37:08,619 - mmdet - INFO - Epoch [10][950/7330] lr: 2.774e-06, eta: 2:08:17, time: 0.365, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0383, loss_cls: 0.1740, acc: 93.5391, loss_bbox: 0.2282, loss_mask: 0.2279, loss: 0.6913 +2024-05-27 21:37:26,822 - mmdet - INFO - Epoch [10][1000/7330] lr: 2.774e-06, eta: 2:07:59, time: 0.364, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0244, loss_rpn_bbox: 0.0394, loss_cls: 0.1759, acc: 93.5186, loss_bbox: 0.2264, loss_mask: 0.2235, loss: 0.6896 +2024-05-27 21:37:44,988 - mmdet - INFO - Epoch [10][1050/7330] lr: 2.774e-06, eta: 2:07:40, time: 0.363, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0407, loss_cls: 0.1909, acc: 92.9331, loss_bbox: 0.2416, loss_mask: 0.2311, loss: 0.7314 +2024-05-27 21:38:03,186 - mmdet - INFO - Epoch [10][1100/7330] lr: 2.774e-06, eta: 2:07:22, time: 0.364, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0246, loss_rpn_bbox: 0.0407, loss_cls: 0.1858, acc: 93.0195, loss_bbox: 0.2384, loss_mask: 0.2298, loss: 0.7193 +2024-05-27 21:38:21,651 - mmdet - INFO - Epoch [10][1150/7330] lr: 2.774e-06, eta: 2:07:04, time: 0.369, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0420, loss_cls: 0.1925, acc: 92.8357, loss_bbox: 0.2496, loss_mask: 0.2338, loss: 0.7470 +2024-05-27 21:38:40,183 - mmdet - INFO - Epoch [10][1200/7330] lr: 2.774e-06, eta: 2:06:45, time: 0.371, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0417, loss_cls: 0.1864, acc: 92.8931, loss_bbox: 0.2446, loss_mask: 0.2306, loss: 0.7302 +2024-05-27 21:38:58,405 - mmdet - INFO - Epoch [10][1250/7330] lr: 2.774e-06, eta: 2:06:27, time: 0.364, data_time: 0.013, memory: 7919, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0398, loss_cls: 0.1835, acc: 93.1887, loss_bbox: 0.2379, loss_mask: 0.2300, loss: 0.7169 +2024-05-27 21:39:16,925 - mmdet - INFO - Epoch [10][1300/7330] lr: 2.774e-06, eta: 2:06:09, time: 0.370, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0423, loss_cls: 0.1863, acc: 92.9734, loss_bbox: 0.2383, loss_mask: 0.2286, loss: 0.7203 +2024-05-27 21:39:35,168 - mmdet - INFO - Epoch [10][1350/7330] lr: 2.774e-06, eta: 2:05:51, time: 0.365, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0411, loss_cls: 0.1741, acc: 93.3804, loss_bbox: 0.2317, loss_mask: 0.2267, loss: 0.6973 +2024-05-27 21:39:53,612 - mmdet - INFO - Epoch [10][1400/7330] lr: 2.774e-06, eta: 2:05:32, time: 0.369, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0421, loss_cls: 0.1882, acc: 93.0435, loss_bbox: 0.2457, loss_mask: 0.2319, loss: 0.7331 +2024-05-27 21:40:12,120 - mmdet - INFO - Epoch [10][1450/7330] lr: 2.774e-06, eta: 2:05:14, time: 0.370, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0251, loss_rpn_bbox: 0.0424, loss_cls: 0.1895, acc: 92.9736, loss_bbox: 0.2450, loss_mask: 0.2307, loss: 0.7327 +2024-05-27 21:40:30,423 - mmdet - INFO - Epoch [10][1500/7330] lr: 2.774e-06, eta: 2:04:56, time: 0.366, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0249, loss_rpn_bbox: 0.0398, loss_cls: 0.1793, acc: 93.1492, loss_bbox: 0.2391, loss_mask: 0.2249, loss: 0.7081 +2024-05-27 21:40:48,798 - mmdet - INFO - Epoch [10][1550/7330] lr: 2.774e-06, eta: 2:04:38, time: 0.367, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0421, loss_cls: 0.1852, acc: 93.1099, loss_bbox: 0.2445, loss_mask: 0.2326, loss: 0.7309 +2024-05-27 21:41:07,344 - mmdet - INFO - Epoch [10][1600/7330] lr: 2.774e-06, eta: 2:04:19, time: 0.371, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0415, loss_cls: 0.1818, acc: 93.2214, loss_bbox: 0.2373, loss_mask: 0.2308, loss: 0.7167 +2024-05-27 21:41:25,817 - mmdet - INFO - Epoch [10][1650/7330] lr: 2.774e-06, eta: 2:04:01, time: 0.370, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0422, loss_cls: 0.1859, acc: 93.0303, loss_bbox: 0.2486, loss_mask: 0.2317, loss: 0.7347 +2024-05-27 21:41:44,116 - mmdet - INFO - Epoch [10][1700/7330] lr: 2.774e-06, eta: 2:03:43, time: 0.366, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0423, loss_cls: 0.1918, acc: 92.8987, loss_bbox: 0.2510, loss_mask: 0.2384, loss: 0.7503 +2024-05-27 21:42:02,459 - mmdet - INFO - Epoch [10][1750/7330] lr: 2.774e-06, eta: 2:03:25, time: 0.367, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0444, loss_cls: 0.1930, acc: 92.7102, loss_bbox: 0.2498, loss_mask: 0.2310, loss: 0.7434 +2024-05-27 21:42:20,926 - mmdet - INFO - Epoch [10][1800/7330] lr: 2.774e-06, eta: 2:03:06, time: 0.369, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0249, loss_rpn_bbox: 0.0394, loss_cls: 0.1827, acc: 93.1113, loss_bbox: 0.2405, loss_mask: 0.2272, loss: 0.7146 +2024-05-27 21:42:39,424 - mmdet - INFO - Epoch [10][1850/7330] lr: 2.774e-06, eta: 2:02:48, time: 0.370, data_time: 0.018, memory: 7919, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0424, loss_cls: 0.1880, acc: 93.0076, loss_bbox: 0.2426, loss_mask: 0.2305, loss: 0.7316 +2024-05-27 21:42:57,867 - mmdet - INFO - Epoch [10][1900/7330] lr: 2.774e-06, eta: 2:02:30, time: 0.369, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0418, loss_cls: 0.1896, acc: 92.8777, loss_bbox: 0.2469, loss_mask: 0.2311, loss: 0.7365 +2024-05-27 21:43:16,349 - mmdet - INFO - Epoch [10][1950/7330] lr: 2.774e-06, eta: 2:02:12, time: 0.370, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0249, loss_rpn_bbox: 0.0395, loss_cls: 0.1775, acc: 93.3577, loss_bbox: 0.2340, loss_mask: 0.2227, loss: 0.6987 +2024-05-27 21:43:34,712 - mmdet - INFO - Epoch [10][2000/7330] lr: 2.774e-06, eta: 2:01:53, time: 0.367, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0419, loss_cls: 0.1831, acc: 93.1072, loss_bbox: 0.2388, loss_mask: 0.2330, loss: 0.7229 +2024-05-27 21:43:53,208 - mmdet - INFO - Epoch [10][2050/7330] lr: 2.774e-06, eta: 2:01:35, time: 0.370, data_time: 0.018, memory: 7919, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0437, loss_cls: 0.1938, acc: 92.7285, loss_bbox: 0.2497, loss_mask: 0.2328, loss: 0.7483 +2024-05-27 21:44:11,640 - mmdet - INFO - Epoch [10][2100/7330] lr: 2.774e-06, eta: 2:01:17, time: 0.369, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0419, loss_cls: 0.1847, acc: 92.9526, loss_bbox: 0.2481, loss_mask: 0.2337, loss: 0.7356 +2024-05-27 21:44:30,018 - mmdet - INFO - Epoch [10][2150/7330] lr: 2.774e-06, eta: 2:00:59, time: 0.368, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0401, loss_cls: 0.1729, acc: 93.4133, loss_bbox: 0.2341, loss_mask: 0.2217, loss: 0.6949 +2024-05-27 21:44:48,444 - mmdet - INFO - Epoch [10][2200/7330] lr: 2.774e-06, eta: 2:00:40, time: 0.369, data_time: 0.013, memory: 7919, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0406, loss_cls: 0.1818, acc: 93.2122, loss_bbox: 0.2408, loss_mask: 0.2242, loss: 0.7121 +2024-05-27 21:45:06,832 - mmdet - INFO - Epoch [10][2250/7330] lr: 2.774e-06, eta: 2:00:22, time: 0.368, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0416, loss_cls: 0.1881, acc: 92.9519, loss_bbox: 0.2466, loss_mask: 0.2323, loss: 0.7350 +2024-05-27 21:45:25,205 - mmdet - INFO - Epoch [10][2300/7330] lr: 2.774e-06, eta: 2:00:04, time: 0.367, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0425, loss_cls: 0.1860, acc: 93.0742, loss_bbox: 0.2404, loss_mask: 0.2274, loss: 0.7221 +2024-05-27 21:45:43,525 - mmdet - INFO - Epoch [10][2350/7330] lr: 2.774e-06, eta: 1:59:46, time: 0.367, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0431, loss_cls: 0.1908, acc: 92.8308, loss_bbox: 0.2466, loss_mask: 0.2267, loss: 0.7336 +2024-05-27 21:46:01,859 - mmdet - INFO - Epoch [10][2400/7330] lr: 2.774e-06, eta: 1:59:27, time: 0.367, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0389, loss_cls: 0.1798, acc: 93.2744, loss_bbox: 0.2336, loss_mask: 0.2245, loss: 0.6999 +2024-05-27 21:46:20,261 - mmdet - INFO - Epoch [10][2450/7330] lr: 2.774e-06, eta: 1:59:09, time: 0.368, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0419, loss_cls: 0.1766, acc: 93.3191, loss_bbox: 0.2349, loss_mask: 0.2205, loss: 0.6993 +2024-05-27 21:46:38,820 - mmdet - INFO - Epoch [10][2500/7330] lr: 2.774e-06, eta: 1:58:51, time: 0.371, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0419, loss_cls: 0.1883, acc: 93.0696, loss_bbox: 0.2426, loss_mask: 0.2328, loss: 0.7319 +2024-05-27 21:46:57,233 - mmdet - INFO - Epoch [10][2550/7330] lr: 2.774e-06, eta: 1:58:32, time: 0.368, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0245, loss_rpn_bbox: 0.0417, loss_cls: 0.1785, acc: 93.2571, loss_bbox: 0.2352, loss_mask: 0.2295, loss: 0.7094 +2024-05-27 21:47:15,734 - mmdet - INFO - Epoch [10][2600/7330] lr: 2.774e-06, eta: 1:58:14, time: 0.370, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0407, loss_cls: 0.1842, acc: 93.0957, loss_bbox: 0.2387, loss_mask: 0.2291, loss: 0.7185 +2024-05-27 21:47:34,159 - mmdet - INFO - Epoch [10][2650/7330] lr: 2.774e-06, eta: 1:57:56, time: 0.369, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0409, loss_cls: 0.1841, acc: 93.1128, loss_bbox: 0.2441, loss_mask: 0.2338, loss: 0.7285 +2024-05-27 21:47:52,504 - mmdet - INFO - Epoch [10][2700/7330] lr: 2.774e-06, eta: 1:57:38, time: 0.367, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0419, loss_cls: 0.1802, acc: 93.1782, loss_bbox: 0.2377, loss_mask: 0.2253, loss: 0.7112 +2024-05-27 21:48:10,731 - mmdet - INFO - Epoch [10][2750/7330] lr: 2.774e-06, eta: 1:57:19, time: 0.365, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0397, loss_cls: 0.1748, acc: 93.3826, loss_bbox: 0.2323, loss_mask: 0.2240, loss: 0.6937 +2024-05-27 21:48:29,166 - mmdet - INFO - Epoch [10][2800/7330] lr: 2.774e-06, eta: 1:57:01, time: 0.369, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0409, loss_cls: 0.1750, acc: 93.3967, loss_bbox: 0.2350, loss_mask: 0.2180, loss: 0.6917 +2024-05-27 21:48:47,433 - mmdet - INFO - Epoch [10][2850/7330] lr: 2.774e-06, eta: 1:56:43, time: 0.365, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0389, loss_cls: 0.1798, acc: 93.2446, loss_bbox: 0.2384, loss_mask: 0.2273, loss: 0.7110 +2024-05-27 21:49:05,980 - mmdet - INFO - Epoch [10][2900/7330] lr: 2.774e-06, eta: 1:56:25, time: 0.371, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0413, loss_cls: 0.1820, acc: 93.1235, loss_bbox: 0.2431, loss_mask: 0.2302, loss: 0.7224 +2024-05-27 21:49:24,520 - mmdet - INFO - Epoch [10][2950/7330] lr: 2.774e-06, eta: 1:56:06, time: 0.371, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0422, loss_cls: 0.1904, acc: 92.8704, loss_bbox: 0.2454, loss_mask: 0.2290, loss: 0.7331 +2024-05-27 21:49:42,980 - mmdet - INFO - Epoch [10][3000/7330] lr: 2.774e-06, eta: 1:55:48, time: 0.369, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0420, loss_cls: 0.1888, acc: 92.9055, loss_bbox: 0.2468, loss_mask: 0.2321, loss: 0.7360 +2024-05-27 21:50:01,391 - mmdet - INFO - Epoch [10][3050/7330] lr: 2.774e-06, eta: 1:55:30, time: 0.368, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0408, loss_cls: 0.1866, acc: 92.9185, loss_bbox: 0.2481, loss_mask: 0.2299, loss: 0.7296 +2024-05-27 21:50:19,821 - mmdet - INFO - Epoch [10][3100/7330] lr: 2.774e-06, eta: 1:55:12, time: 0.369, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0233, loss_rpn_bbox: 0.0397, loss_cls: 0.1817, acc: 93.1938, loss_bbox: 0.2378, loss_mask: 0.2224, loss: 0.7049 +2024-05-27 21:50:38,220 - mmdet - INFO - Epoch [10][3150/7330] lr: 2.774e-06, eta: 1:54:53, time: 0.368, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0240, loss_rpn_bbox: 0.0404, loss_cls: 0.1798, acc: 93.1843, loss_bbox: 0.2398, loss_mask: 0.2286, loss: 0.7126 +2024-05-27 21:50:56,674 - mmdet - INFO - Epoch [10][3200/7330] lr: 2.774e-06, eta: 1:54:35, time: 0.369, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0382, loss_cls: 0.1726, acc: 93.4822, loss_bbox: 0.2323, loss_mask: 0.2209, loss: 0.6848 +2024-05-27 21:51:15,006 - mmdet - INFO - Epoch [10][3250/7330] lr: 2.774e-06, eta: 1:54:17, time: 0.367, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0424, loss_cls: 0.1908, acc: 93.0132, loss_bbox: 0.2425, loss_mask: 0.2262, loss: 0.7282 +2024-05-27 21:51:33,343 - mmdet - INFO - Epoch [10][3300/7330] lr: 2.774e-06, eta: 1:53:59, time: 0.367, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0404, loss_cls: 0.1852, acc: 93.0659, loss_bbox: 0.2385, loss_mask: 0.2278, loss: 0.7173 +2024-05-27 21:51:51,851 - mmdet - INFO - Epoch [10][3350/7330] lr: 2.774e-06, eta: 1:53:40, time: 0.370, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0415, loss_cls: 0.1881, acc: 92.9846, loss_bbox: 0.2445, loss_mask: 0.2327, loss: 0.7347 +2024-05-27 21:52:10,379 - mmdet - INFO - Epoch [10][3400/7330] lr: 2.774e-06, eta: 1:53:22, time: 0.371, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0414, loss_cls: 0.1827, acc: 93.0757, loss_bbox: 0.2409, loss_mask: 0.2288, loss: 0.7188 +2024-05-27 21:52:28,964 - mmdet - INFO - Epoch [10][3450/7330] lr: 2.774e-06, eta: 1:53:04, time: 0.372, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0427, loss_cls: 0.1891, acc: 92.7668, loss_bbox: 0.2527, loss_mask: 0.2294, loss: 0.7398 +2024-05-27 21:52:47,469 - mmdet - INFO - Epoch [10][3500/7330] lr: 2.774e-06, eta: 1:52:46, time: 0.370, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0402, loss_cls: 0.1835, acc: 93.1567, loss_bbox: 0.2370, loss_mask: 0.2280, loss: 0.7128 +2024-05-27 21:53:05,958 - mmdet - INFO - Epoch [10][3550/7330] lr: 2.774e-06, eta: 1:52:27, time: 0.370, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0404, loss_cls: 0.1870, acc: 93.0320, loss_bbox: 0.2440, loss_mask: 0.2285, loss: 0.7236 +2024-05-27 21:53:24,458 - mmdet - INFO - Epoch [10][3600/7330] lr: 2.774e-06, eta: 1:52:09, time: 0.370, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0422, loss_cls: 0.1896, acc: 92.8396, loss_bbox: 0.2461, loss_mask: 0.2297, loss: 0.7336 +2024-05-27 21:53:42,864 - mmdet - INFO - Epoch [10][3650/7330] lr: 2.774e-06, eta: 1:51:51, time: 0.368, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0417, loss_cls: 0.1857, acc: 93.0015, loss_bbox: 0.2378, loss_mask: 0.2227, loss: 0.7128 +2024-05-27 21:54:01,320 - mmdet - INFO - Epoch [10][3700/7330] lr: 2.774e-06, eta: 1:51:33, time: 0.369, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0434, loss_cls: 0.1935, acc: 92.7515, loss_bbox: 0.2517, loss_mask: 0.2316, loss: 0.7452 +2024-05-27 21:54:19,832 - mmdet - INFO - Epoch [10][3750/7330] lr: 2.774e-06, eta: 1:51:14, time: 0.370, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0251, loss_rpn_bbox: 0.0429, loss_cls: 0.1952, acc: 92.7126, loss_bbox: 0.2524, loss_mask: 0.2357, loss: 0.7513 +2024-05-27 21:54:38,140 - mmdet - INFO - Epoch [10][3800/7330] lr: 2.774e-06, eta: 1:50:56, time: 0.366, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0398, loss_cls: 0.1748, acc: 93.3892, loss_bbox: 0.2321, loss_mask: 0.2261, loss: 0.6949 +2024-05-27 21:54:56,652 - mmdet - INFO - Epoch [10][3850/7330] lr: 2.774e-06, eta: 1:50:38, time: 0.370, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0426, loss_cls: 0.1863, acc: 92.9849, loss_bbox: 0.2464, loss_mask: 0.2343, loss: 0.7356 +2024-05-27 21:55:15,097 - mmdet - INFO - Epoch [10][3900/7330] lr: 2.774e-06, eta: 1:50:20, time: 0.369, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0435, loss_cls: 0.1882, acc: 92.9268, loss_bbox: 0.2430, loss_mask: 0.2291, loss: 0.7294 +2024-05-27 21:55:33,389 - mmdet - INFO - Epoch [10][3950/7330] lr: 2.774e-06, eta: 1:50:01, time: 0.366, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0406, loss_cls: 0.1887, acc: 92.9434, loss_bbox: 0.2469, loss_mask: 0.2326, loss: 0.7347 +2024-05-27 21:55:51,978 - mmdet - INFO - Epoch [10][4000/7330] lr: 2.774e-06, eta: 1:49:43, time: 0.372, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0447, loss_cls: 0.1888, acc: 92.8596, loss_bbox: 0.2519, loss_mask: 0.2340, loss: 0.7471 +2024-05-27 21:56:10,533 - mmdet - INFO - Epoch [10][4050/7330] lr: 2.774e-06, eta: 1:49:25, time: 0.371, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0423, loss_cls: 0.1928, acc: 92.8613, loss_bbox: 0.2463, loss_mask: 0.2292, loss: 0.7375 +2024-05-27 21:56:29,020 - mmdet - INFO - Epoch [10][4100/7330] lr: 2.774e-06, eta: 1:49:07, time: 0.370, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0245, loss_rpn_bbox: 0.0422, loss_cls: 0.1800, acc: 93.2227, loss_bbox: 0.2382, loss_mask: 0.2237, loss: 0.7085 +2024-05-27 21:56:47,342 - mmdet - INFO - Epoch [10][4150/7330] lr: 2.774e-06, eta: 1:48:48, time: 0.366, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0379, loss_cls: 0.1676, acc: 93.6790, loss_bbox: 0.2235, loss_mask: 0.2171, loss: 0.6672 +2024-05-27 21:57:06,035 - mmdet - INFO - Epoch [10][4200/7330] lr: 2.774e-06, eta: 1:48:30, time: 0.374, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0241, loss_rpn_bbox: 0.0436, loss_cls: 0.1893, acc: 92.8230, loss_bbox: 0.2536, loss_mask: 0.2334, loss: 0.7441 +2024-05-27 21:57:24,516 - mmdet - INFO - Epoch [10][4250/7330] lr: 2.774e-06, eta: 1:48:12, time: 0.370, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0425, loss_cls: 0.1848, acc: 93.0532, loss_bbox: 0.2405, loss_mask: 0.2311, loss: 0.7246 +2024-05-27 21:57:42,957 - mmdet - INFO - Epoch [10][4300/7330] lr: 2.774e-06, eta: 1:47:54, time: 0.369, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0249, loss_rpn_bbox: 0.0418, loss_cls: 0.1826, acc: 93.1575, loss_bbox: 0.2381, loss_mask: 0.2315, loss: 0.7189 +2024-05-27 21:58:01,329 - mmdet - INFO - Epoch [10][4350/7330] lr: 2.774e-06, eta: 1:47:35, time: 0.367, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0414, loss_cls: 0.1855, acc: 93.0071, loss_bbox: 0.2418, loss_mask: 0.2312, loss: 0.7261 +2024-05-27 21:58:19,745 - mmdet - INFO - Epoch [10][4400/7330] lr: 2.774e-06, eta: 1:47:17, time: 0.368, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0411, loss_cls: 0.1806, acc: 93.2205, loss_bbox: 0.2411, loss_mask: 0.2297, loss: 0.7171 +2024-05-27 21:58:38,226 - mmdet - INFO - Epoch [10][4450/7330] lr: 2.774e-06, eta: 1:46:59, time: 0.370, data_time: 0.013, memory: 7919, loss_rpn_cls: 0.0251, loss_rpn_bbox: 0.0433, loss_cls: 0.1816, acc: 93.0725, loss_bbox: 0.2427, loss_mask: 0.2244, loss: 0.7171 +2024-05-27 21:58:56,850 - mmdet - INFO - Epoch [10][4500/7330] lr: 2.774e-06, eta: 1:46:41, time: 0.372, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0436, loss_cls: 0.1849, acc: 93.0271, loss_bbox: 0.2480, loss_mask: 0.2303, loss: 0.7327 +2024-05-27 21:59:15,324 - mmdet - INFO - Epoch [10][4550/7330] lr: 2.774e-06, eta: 1:46:22, time: 0.369, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0405, loss_cls: 0.1757, acc: 93.3533, loss_bbox: 0.2340, loss_mask: 0.2240, loss: 0.6978 +2024-05-27 21:59:33,650 - mmdet - INFO - Epoch [10][4600/7330] lr: 2.774e-06, eta: 1:46:04, time: 0.367, data_time: 0.013, memory: 7919, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0402, loss_cls: 0.1810, acc: 93.2549, loss_bbox: 0.2367, loss_mask: 0.2279, loss: 0.7108 +2024-05-27 21:59:52,091 - mmdet - INFO - Epoch [10][4650/7330] lr: 2.774e-06, eta: 1:45:46, time: 0.369, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0425, loss_cls: 0.1864, acc: 93.0005, loss_bbox: 0.2452, loss_mask: 0.2323, loss: 0.7313 +2024-05-27 22:00:10,498 - mmdet - INFO - Epoch [10][4700/7330] lr: 2.774e-06, eta: 1:45:27, time: 0.368, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0404, loss_cls: 0.1844, acc: 93.1316, loss_bbox: 0.2388, loss_mask: 0.2272, loss: 0.7164 +2024-05-27 22:00:28,905 - mmdet - INFO - Epoch [10][4750/7330] lr: 2.774e-06, eta: 1:45:09, time: 0.368, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0398, loss_cls: 0.1773, acc: 93.3257, loss_bbox: 0.2351, loss_mask: 0.2279, loss: 0.7031 +2024-05-27 22:00:47,431 - mmdet - INFO - Epoch [10][4800/7330] lr: 2.774e-06, eta: 1:44:51, time: 0.370, data_time: 0.020, memory: 7919, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0422, loss_cls: 0.1861, acc: 93.0283, loss_bbox: 0.2437, loss_mask: 0.2282, loss: 0.7265 +2024-05-27 22:01:06,032 - mmdet - INFO - Epoch [10][4850/7330] lr: 2.774e-06, eta: 1:44:33, time: 0.372, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0251, loss_rpn_bbox: 0.0415, loss_cls: 0.1847, acc: 92.9912, loss_bbox: 0.2407, loss_mask: 0.2276, loss: 0.7196 +2024-05-27 22:01:24,583 - mmdet - INFO - Epoch [10][4900/7330] lr: 2.774e-06, eta: 1:44:14, time: 0.371, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0393, loss_cls: 0.1780, acc: 93.2827, loss_bbox: 0.2345, loss_mask: 0.2277, loss: 0.7026 +2024-05-27 22:01:43,142 - mmdet - INFO - Epoch [10][4950/7330] lr: 2.774e-06, eta: 1:43:56, time: 0.371, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0238, loss_rpn_bbox: 0.0411, loss_cls: 0.1847, acc: 93.0076, loss_bbox: 0.2454, loss_mask: 0.2274, loss: 0.7224 +2024-05-27 22:02:01,496 - mmdet - INFO - Epoch [10][5000/7330] lr: 2.774e-06, eta: 1:43:38, time: 0.367, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0422, loss_cls: 0.1847, acc: 93.0356, loss_bbox: 0.2434, loss_mask: 0.2300, loss: 0.7262 +2024-05-27 22:02:20,070 - mmdet - INFO - Epoch [10][5050/7330] lr: 2.774e-06, eta: 1:43:20, time: 0.371, data_time: 0.013, memory: 7919, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0429, loss_cls: 0.1830, acc: 93.1201, loss_bbox: 0.2422, loss_mask: 0.2260, loss: 0.7212 +2024-05-27 22:02:38,575 - mmdet - INFO - Epoch [10][5100/7330] lr: 2.774e-06, eta: 1:43:01, time: 0.370, data_time: 0.012, memory: 7919, loss_rpn_cls: 0.0245, loss_rpn_bbox: 0.0414, loss_cls: 0.1768, acc: 93.4229, loss_bbox: 0.2374, loss_mask: 0.2213, loss: 0.7015 +2024-05-27 22:02:57,082 - mmdet - INFO - Epoch [10][5150/7330] lr: 2.774e-06, eta: 1:42:43, time: 0.370, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0414, loss_cls: 0.1843, acc: 93.0896, loss_bbox: 0.2433, loss_mask: 0.2287, loss: 0.7234 +2024-05-27 22:03:15,415 - mmdet - INFO - Epoch [10][5200/7330] lr: 2.774e-06, eta: 1:42:25, time: 0.367, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0395, loss_cls: 0.1791, acc: 93.2617, loss_bbox: 0.2315, loss_mask: 0.2267, loss: 0.7017 +2024-05-27 22:03:33,881 - mmdet - INFO - Epoch [10][5250/7330] lr: 2.774e-06, eta: 1:42:07, time: 0.369, data_time: 0.013, memory: 7919, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0421, loss_cls: 0.1844, acc: 93.1196, loss_bbox: 0.2424, loss_mask: 0.2252, loss: 0.7206 +2024-05-27 22:03:52,172 - mmdet - INFO - Epoch [10][5300/7330] lr: 2.774e-06, eta: 1:41:48, time: 0.366, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0414, loss_cls: 0.1794, acc: 93.3315, loss_bbox: 0.2331, loss_mask: 0.2288, loss: 0.7082 +2024-05-27 22:04:10,574 - mmdet - INFO - Epoch [10][5350/7330] lr: 2.774e-06, eta: 1:41:30, time: 0.368, data_time: 0.013, memory: 7919, loss_rpn_cls: 0.0245, loss_rpn_bbox: 0.0390, loss_cls: 0.1802, acc: 93.3328, loss_bbox: 0.2351, loss_mask: 0.2293, loss: 0.7082 +2024-05-27 22:04:29,141 - mmdet - INFO - Epoch [10][5400/7330] lr: 2.774e-06, eta: 1:41:12, time: 0.371, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0442, loss_cls: 0.1927, acc: 92.7832, loss_bbox: 0.2531, loss_mask: 0.2313, loss: 0.7492 +2024-05-27 22:04:47,687 - mmdet - INFO - Epoch [10][5450/7330] lr: 2.774e-06, eta: 1:40:54, time: 0.371, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0436, loss_cls: 0.1891, acc: 92.8867, loss_bbox: 0.2459, loss_mask: 0.2292, loss: 0.7355 +2024-05-27 22:05:06,008 - mmdet - INFO - Epoch [10][5500/7330] lr: 2.774e-06, eta: 1:40:35, time: 0.366, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0397, loss_cls: 0.1860, acc: 93.1045, loss_bbox: 0.2373, loss_mask: 0.2324, loss: 0.7204 +2024-05-27 22:05:24,509 - mmdet - INFO - Epoch [10][5550/7330] lr: 2.774e-06, eta: 1:40:17, time: 0.370, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0427, loss_cls: 0.1875, acc: 92.9080, loss_bbox: 0.2439, loss_mask: 0.2315, loss: 0.7330 +2024-05-27 22:05:43,047 - mmdet - INFO - Epoch [10][5600/7330] lr: 2.774e-06, eta: 1:39:59, time: 0.371, data_time: 0.020, memory: 7919, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0435, loss_cls: 0.1841, acc: 93.0186, loss_bbox: 0.2414, loss_mask: 0.2285, loss: 0.7238 +2024-05-27 22:06:01,690 - mmdet - INFO - Epoch [10][5650/7330] lr: 2.774e-06, eta: 1:39:41, time: 0.373, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0428, loss_cls: 0.1836, acc: 93.0793, loss_bbox: 0.2499, loss_mask: 0.2344, loss: 0.7350 +2024-05-27 22:06:20,270 - mmdet - INFO - Epoch [10][5700/7330] lr: 2.774e-06, eta: 1:39:22, time: 0.371, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0412, loss_cls: 0.1763, acc: 93.2537, loss_bbox: 0.2411, loss_mask: 0.2295, loss: 0.7116 +2024-05-27 22:06:38,774 - mmdet - INFO - Epoch [10][5750/7330] lr: 2.774e-06, eta: 1:39:04, time: 0.370, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0234, loss_rpn_bbox: 0.0382, loss_cls: 0.1792, acc: 93.2148, loss_bbox: 0.2369, loss_mask: 0.2250, loss: 0.7027 +2024-05-27 22:06:57,235 - mmdet - INFO - Epoch [10][5800/7330] lr: 2.774e-06, eta: 1:38:46, time: 0.369, data_time: 0.013, memory: 7919, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0414, loss_cls: 0.1768, acc: 93.3030, loss_bbox: 0.2339, loss_mask: 0.2215, loss: 0.6973 +2024-05-27 22:07:15,750 - mmdet - INFO - Epoch [10][5850/7330] lr: 2.774e-06, eta: 1:38:28, time: 0.370, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0442, loss_cls: 0.1893, acc: 92.8716, loss_bbox: 0.2496, loss_mask: 0.2340, loss: 0.7434 +2024-05-27 22:07:34,213 - mmdet - INFO - Epoch [10][5900/7330] lr: 2.774e-06, eta: 1:38:09, time: 0.369, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0425, loss_cls: 0.1885, acc: 92.9861, loss_bbox: 0.2472, loss_mask: 0.2284, loss: 0.7351 +2024-05-27 22:07:52,511 - mmdet - INFO - Epoch [10][5950/7330] lr: 2.774e-06, eta: 1:37:51, time: 0.366, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0420, loss_cls: 0.1834, acc: 93.1367, loss_bbox: 0.2410, loss_mask: 0.2345, loss: 0.7278 +2024-05-27 22:08:10,924 - mmdet - INFO - Epoch [10][6000/7330] lr: 2.774e-06, eta: 1:37:33, time: 0.368, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0413, loss_cls: 0.1827, acc: 93.1877, loss_bbox: 0.2385, loss_mask: 0.2254, loss: 0.7134 +2024-05-27 22:08:29,287 - mmdet - INFO - Epoch [10][6050/7330] lr: 2.774e-06, eta: 1:37:14, time: 0.367, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0244, loss_rpn_bbox: 0.0406, loss_cls: 0.1784, acc: 93.3450, loss_bbox: 0.2371, loss_mask: 0.2296, loss: 0.7101 +2024-05-27 22:08:47,691 - mmdet - INFO - Epoch [10][6100/7330] lr: 2.774e-06, eta: 1:36:56, time: 0.368, data_time: 0.018, memory: 7919, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0434, loss_cls: 0.1861, acc: 93.0203, loss_bbox: 0.2451, loss_mask: 0.2282, loss: 0.7283 +2024-05-27 22:09:11,913 - mmdet - INFO - Epoch [10][6150/7330] lr: 2.774e-06, eta: 1:36:39, time: 0.484, data_time: 0.131, memory: 7919, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0420, loss_cls: 0.1912, acc: 92.9971, loss_bbox: 0.2439, loss_mask: 0.2314, loss: 0.7355 +2024-05-27 22:09:30,326 - mmdet - INFO - Epoch [10][6200/7330] lr: 2.774e-06, eta: 1:36:21, time: 0.368, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0251, loss_rpn_bbox: 0.0419, loss_cls: 0.1802, acc: 93.2620, loss_bbox: 0.2363, loss_mask: 0.2268, loss: 0.7102 +2024-05-27 22:09:48,575 - mmdet - INFO - Epoch [10][6250/7330] lr: 2.774e-06, eta: 1:36:02, time: 0.365, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0427, loss_cls: 0.1833, acc: 93.1167, loss_bbox: 0.2434, loss_mask: 0.2275, loss: 0.7218 +2024-05-27 22:10:06,973 - mmdet - INFO - Epoch [10][6300/7330] lr: 2.774e-06, eta: 1:35:44, time: 0.368, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0402, loss_cls: 0.1788, acc: 93.2310, loss_bbox: 0.2340, loss_mask: 0.2275, loss: 0.7070 +2024-05-27 22:10:25,268 - mmdet - INFO - Epoch [10][6350/7330] lr: 2.774e-06, eta: 1:35:26, time: 0.366, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0245, loss_rpn_bbox: 0.0408, loss_cls: 0.1872, acc: 93.0652, loss_bbox: 0.2381, loss_mask: 0.2260, loss: 0.7166 +2024-05-27 22:10:43,393 - mmdet - INFO - Epoch [10][6400/7330] lr: 2.774e-06, eta: 1:35:08, time: 0.362, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0244, loss_rpn_bbox: 0.0409, loss_cls: 0.1770, acc: 93.2266, loss_bbox: 0.2355, loss_mask: 0.2267, loss: 0.7045 +2024-05-27 22:11:01,820 - mmdet - INFO - Epoch [10][6450/7330] lr: 2.774e-06, eta: 1:34:49, time: 0.369, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0407, loss_cls: 0.1888, acc: 93.0613, loss_bbox: 0.2392, loss_mask: 0.2292, loss: 0.7259 +2024-05-27 22:11:20,164 - mmdet - INFO - Epoch [10][6500/7330] lr: 2.774e-06, eta: 1:34:31, time: 0.367, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0435, loss_cls: 0.1905, acc: 92.8335, loss_bbox: 0.2454, loss_mask: 0.2281, loss: 0.7341 +2024-05-27 22:11:38,607 - mmdet - INFO - Epoch [10][6550/7330] lr: 2.774e-06, eta: 1:34:13, time: 0.369, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0420, loss_cls: 0.1874, acc: 92.9392, loss_bbox: 0.2455, loss_mask: 0.2300, loss: 0.7311 +2024-05-27 22:11:56,851 - mmdet - INFO - Epoch [10][6600/7330] lr: 2.774e-06, eta: 1:33:54, time: 0.365, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0406, loss_cls: 0.1824, acc: 93.1160, loss_bbox: 0.2417, loss_mask: 0.2294, loss: 0.7181 +2024-05-27 22:12:15,258 - mmdet - INFO - Epoch [10][6650/7330] lr: 2.774e-06, eta: 1:33:36, time: 0.368, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0388, loss_cls: 0.1819, acc: 93.2385, loss_bbox: 0.2305, loss_mask: 0.2215, loss: 0.6942 +2024-05-27 22:12:33,540 - mmdet - INFO - Epoch [10][6700/7330] lr: 2.774e-06, eta: 1:33:18, time: 0.366, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0401, loss_cls: 0.1844, acc: 93.1851, loss_bbox: 0.2361, loss_mask: 0.2289, loss: 0.7158 +2024-05-27 22:12:52,001 - mmdet - INFO - Epoch [10][6750/7330] lr: 2.774e-06, eta: 1:32:59, time: 0.369, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0419, loss_cls: 0.1823, acc: 93.1106, loss_bbox: 0.2412, loss_mask: 0.2299, loss: 0.7220 +2024-05-27 22:13:10,129 - mmdet - INFO - Epoch [10][6800/7330] lr: 2.774e-06, eta: 1:32:41, time: 0.363, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0415, loss_cls: 0.1823, acc: 93.1326, loss_bbox: 0.2370, loss_mask: 0.2258, loss: 0.7113 +2024-05-27 22:13:28,412 - mmdet - INFO - Epoch [10][6850/7330] lr: 2.774e-06, eta: 1:32:23, time: 0.366, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0407, loss_cls: 0.1872, acc: 92.9854, loss_bbox: 0.2470, loss_mask: 0.2308, loss: 0.7321 +2024-05-27 22:13:46,701 - mmdet - INFO - Epoch [10][6900/7330] lr: 2.774e-06, eta: 1:32:05, time: 0.366, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0426, loss_cls: 0.1765, acc: 93.3293, loss_bbox: 0.2338, loss_mask: 0.2219, loss: 0.6999 +2024-05-27 22:14:05,069 - mmdet - INFO - Epoch [10][6950/7330] lr: 2.774e-06, eta: 1:31:46, time: 0.367, data_time: 0.013, memory: 7919, loss_rpn_cls: 0.0245, loss_rpn_bbox: 0.0396, loss_cls: 0.1791, acc: 93.3030, loss_bbox: 0.2332, loss_mask: 0.2290, loss: 0.7054 +2024-05-27 22:14:23,310 - mmdet - INFO - Epoch [10][7000/7330] lr: 2.774e-06, eta: 1:31:28, time: 0.365, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0403, loss_cls: 0.1815, acc: 93.2666, loss_bbox: 0.2392, loss_mask: 0.2324, loss: 0.7187 +2024-05-27 22:14:41,651 - mmdet - INFO - Epoch [10][7050/7330] lr: 2.774e-06, eta: 1:31:10, time: 0.367, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0418, loss_cls: 0.1860, acc: 93.0474, loss_bbox: 0.2449, loss_mask: 0.2275, loss: 0.7256 +2024-05-27 22:15:00,040 - mmdet - INFO - Epoch [10][7100/7330] lr: 2.774e-06, eta: 1:30:51, time: 0.368, data_time: 0.020, memory: 7919, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0415, loss_cls: 0.1827, acc: 93.0940, loss_bbox: 0.2378, loss_mask: 0.2209, loss: 0.7064 +2024-05-27 22:15:18,486 - mmdet - INFO - Epoch [10][7150/7330] lr: 2.774e-06, eta: 1:30:33, time: 0.369, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0435, loss_cls: 0.1878, acc: 92.8865, loss_bbox: 0.2497, loss_mask: 0.2356, loss: 0.7421 +2024-05-27 22:15:36,806 - mmdet - INFO - Epoch [10][7200/7330] lr: 2.774e-06, eta: 1:30:15, time: 0.366, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0393, loss_cls: 0.1850, acc: 93.1392, loss_bbox: 0.2377, loss_mask: 0.2279, loss: 0.7146 +2024-05-27 22:15:55,124 - mmdet - INFO - Epoch [10][7250/7330] lr: 2.774e-06, eta: 1:29:56, time: 0.366, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0420, loss_cls: 0.1836, acc: 93.1777, loss_bbox: 0.2359, loss_mask: 0.2292, loss: 0.7159 +2024-05-27 22:16:13,444 - mmdet - INFO - Epoch [10][7300/7330] lr: 2.774e-06, eta: 1:29:38, time: 0.366, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0233, loss_rpn_bbox: 0.0384, loss_cls: 0.1839, acc: 93.0466, loss_bbox: 0.2394, loss_mask: 0.2253, loss: 0.7104 +2024-05-27 22:16:25,143 - mmdet - INFO - Saving checkpoint at 10 epochs +2024-05-27 22:17:20,590 - mmdet - INFO - Evaluating bbox... +2024-05-27 22:17:46,157 - mmdet - INFO - + Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.461 + Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.704 + Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.508 + Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.288 + 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 ] = 0.622 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.583 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.583 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.583 + Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.391 + Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.637 + Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.743 + +2024-05-27 22:17:46,157 - mmdet - INFO - Evaluating segm... +2024-05-27 22:18:11,891 - mmdet - INFO - + Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.420 + Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.669 + Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.450 + Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.211 + Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.462 + Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.643 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.537 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.537 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.537 + Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.329 + Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.591 + Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.728 + +2024-05-27 22:18:12,283 - mmdet - INFO - Exp name: mask_rcnn_deit_vit_l_fpn_1x_coco_bs16.py +2024-05-27 22:18:12,285 - mmdet - INFO - Epoch(val) [10][625] bbox_mAP: 0.4610, bbox_mAP_50: 0.7040, bbox_mAP_75: 0.5080, bbox_mAP_s: 0.2880, bbox_mAP_m: 0.5070, bbox_mAP_l: 0.6220, bbox_mAP_copypaste: 0.461 0.704 0.508 0.288 0.507 0.622, segm_mAP: 0.4200, segm_mAP_50: 0.6690, segm_mAP_75: 0.4500, segm_mAP_s: 0.2110, segm_mAP_m: 0.4620, segm_mAP_l: 0.6430, segm_mAP_copypaste: 0.420 0.669 0.450 0.211 0.462 0.643 +2024-05-27 22:18:36,927 - mmdet - INFO - Epoch [11][50/7330] lr: 2.774e-06, eta: 1:29:08, time: 0.493, data_time: 0.080, memory: 7919, loss_rpn_cls: 0.0249, loss_rpn_bbox: 0.0398, loss_cls: 0.1845, acc: 93.0466, loss_bbox: 0.2406, loss_mask: 0.2329, loss: 0.7228 +2024-05-27 22:18:55,152 - mmdet - INFO - Epoch [11][100/7330] lr: 2.774e-06, eta: 1:28:50, time: 0.364, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0399, loss_cls: 0.1828, acc: 93.0740, loss_bbox: 0.2415, loss_mask: 0.2340, loss: 0.7236 +2024-05-27 22:19:13,475 - mmdet - INFO - Epoch [11][150/7330] lr: 2.774e-06, eta: 1:28:31, time: 0.366, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0393, loss_cls: 0.1829, acc: 93.1321, loss_bbox: 0.2409, loss_mask: 0.2239, loss: 0.7105 +2024-05-27 22:19:31,927 - mmdet - INFO - Epoch [11][200/7330] lr: 2.774e-06, eta: 1:28:13, time: 0.369, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0414, loss_cls: 0.1811, acc: 93.2119, loss_bbox: 0.2442, loss_mask: 0.2296, loss: 0.7215 +2024-05-27 22:19:50,203 - mmdet - INFO - Epoch [11][250/7330] lr: 2.774e-06, eta: 1:27:55, time: 0.366, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0435, loss_cls: 0.1870, acc: 93.0310, loss_bbox: 0.2442, loss_mask: 0.2338, loss: 0.7358 +2024-05-27 22:20:08,579 - mmdet - INFO - Epoch [11][300/7330] lr: 2.774e-06, eta: 1:27:36, time: 0.368, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0423, loss_cls: 0.1910, acc: 92.8616, loss_bbox: 0.2455, loss_mask: 0.2353, loss: 0.7406 +2024-05-27 22:20:26,880 - mmdet - INFO - Epoch [11][350/7330] lr: 2.774e-06, eta: 1:27:18, time: 0.366, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0410, loss_cls: 0.1767, acc: 93.3774, loss_bbox: 0.2377, loss_mask: 0.2226, loss: 0.7029 +2024-05-27 22:20:45,191 - mmdet - INFO - Epoch [11][400/7330] lr: 2.774e-06, eta: 1:27:00, time: 0.366, data_time: 0.018, memory: 7919, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0435, loss_cls: 0.1839, acc: 93.1587, loss_bbox: 0.2355, loss_mask: 0.2261, loss: 0.7159 +2024-05-27 22:21:03,512 - mmdet - INFO - Epoch [11][450/7330] lr: 2.774e-06, eta: 1:26:42, time: 0.366, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0419, loss_cls: 0.1831, acc: 93.1389, loss_bbox: 0.2399, loss_mask: 0.2258, loss: 0.7165 +2024-05-27 22:21:21,683 - mmdet - INFO - Epoch [11][500/7330] lr: 2.774e-06, eta: 1:26:23, time: 0.363, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0238, loss_rpn_bbox: 0.0401, loss_cls: 0.1815, acc: 93.2898, loss_bbox: 0.2327, loss_mask: 0.2246, loss: 0.7028 +2024-05-27 22:21:39,986 - mmdet - INFO - Epoch [11][550/7330] lr: 2.774e-06, eta: 1:26:05, time: 0.366, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0429, loss_cls: 0.1905, acc: 92.9460, loss_bbox: 0.2482, loss_mask: 0.2360, loss: 0.7443 +2024-05-27 22:21:58,144 - mmdet - INFO - Epoch [11][600/7330] lr: 2.774e-06, eta: 1:25:47, time: 0.363, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0387, loss_cls: 0.1741, acc: 93.3994, loss_bbox: 0.2271, loss_mask: 0.2276, loss: 0.6902 +2024-05-27 22:22:16,526 - mmdet - INFO - Epoch [11][650/7330] lr: 2.774e-06, eta: 1:25:28, time: 0.368, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0246, loss_rpn_bbox: 0.0399, loss_cls: 0.1794, acc: 93.0974, loss_bbox: 0.2440, loss_mask: 0.2230, loss: 0.7110 +2024-05-27 22:22:34,801 - mmdet - INFO - Exp name: mask_rcnn_deit_vit_l_fpn_1x_coco_bs16.py +2024-05-27 22:22:34,801 - mmdet - INFO - Epoch [11][700/7330] lr: 2.774e-06, eta: 1:25:10, time: 0.366, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0414, loss_cls: 0.1768, acc: 93.3879, loss_bbox: 0.2363, loss_mask: 0.2277, loss: 0.7084 +2024-05-27 22:22:53,112 - mmdet - INFO - Epoch [11][750/7330] lr: 2.774e-06, eta: 1:24:52, time: 0.366, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0404, loss_cls: 0.1850, acc: 93.0916, loss_bbox: 0.2425, loss_mask: 0.2257, loss: 0.7203 +2024-05-27 22:23:11,537 - mmdet - INFO - Epoch [11][800/7330] lr: 2.774e-06, eta: 1:24:33, time: 0.368, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0438, loss_cls: 0.1838, acc: 92.9734, loss_bbox: 0.2456, loss_mask: 0.2232, loss: 0.7214 +2024-05-27 22:23:29,970 - mmdet - INFO - Epoch [11][850/7330] lr: 2.774e-06, eta: 1:24:15, time: 0.369, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0432, loss_cls: 0.1861, acc: 92.9871, loss_bbox: 0.2472, loss_mask: 0.2300, loss: 0.7315 +2024-05-27 22:23:48,298 - mmdet - INFO - Epoch [11][900/7330] lr: 2.774e-06, eta: 1:23:57, time: 0.367, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0427, loss_cls: 0.1870, acc: 92.9397, loss_bbox: 0.2442, loss_mask: 0.2281, loss: 0.7273 +2024-05-27 22:24:07,002 - mmdet - INFO - Epoch [11][950/7330] lr: 2.774e-06, eta: 1:23:39, time: 0.374, data_time: 0.023, memory: 7919, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0399, loss_cls: 0.1759, acc: 93.2615, loss_bbox: 0.2395, loss_mask: 0.2256, loss: 0.7028 +2024-05-27 22:24:25,186 - mmdet - INFO - Epoch [11][1000/7330] lr: 2.774e-06, eta: 1:23:20, time: 0.364, data_time: 0.018, memory: 7919, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0410, loss_cls: 0.1821, acc: 93.2175, loss_bbox: 0.2349, loss_mask: 0.2273, loss: 0.7110 +2024-05-27 22:24:43,589 - mmdet - INFO - Epoch [11][1050/7330] lr: 2.774e-06, eta: 1:23:02, time: 0.368, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0240, loss_rpn_bbox: 0.0421, loss_cls: 0.1800, acc: 93.2314, loss_bbox: 0.2381, loss_mask: 0.2301, loss: 0.7143 +2024-05-27 22:25:01,977 - mmdet - INFO - Epoch [11][1100/7330] lr: 2.774e-06, eta: 1:22:44, time: 0.368, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0406, loss_cls: 0.1844, acc: 93.1277, loss_bbox: 0.2466, loss_mask: 0.2328, loss: 0.7287 +2024-05-27 22:25:20,257 - mmdet - INFO - Epoch [11][1150/7330] lr: 2.774e-06, eta: 1:22:25, time: 0.366, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0399, loss_cls: 0.1798, acc: 93.2256, loss_bbox: 0.2408, loss_mask: 0.2258, loss: 0.7096 +2024-05-27 22:25:41,405 - mmdet - INFO - Epoch [11][1200/7330] lr: 2.774e-06, eta: 1:22:08, time: 0.423, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0416, loss_cls: 0.1851, acc: 93.0706, loss_bbox: 0.2441, loss_mask: 0.2278, loss: 0.7239 +2024-05-27 22:25:59,802 - mmdet - INFO - Epoch [11][1250/7330] lr: 2.774e-06, eta: 1:21:49, time: 0.368, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0416, loss_cls: 0.1776, acc: 93.3628, loss_bbox: 0.2357, loss_mask: 0.2228, loss: 0.7001 +2024-05-27 22:26:18,031 - mmdet - INFO - Epoch [11][1300/7330] lr: 2.774e-06, eta: 1:21:31, time: 0.365, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0249, loss_rpn_bbox: 0.0402, loss_cls: 0.1800, acc: 93.1243, loss_bbox: 0.2389, loss_mask: 0.2227, loss: 0.7068 +2024-05-27 22:26:36,514 - mmdet - INFO - Epoch [11][1350/7330] lr: 2.774e-06, eta: 1:21:13, time: 0.370, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0428, loss_cls: 0.1862, acc: 93.0049, loss_bbox: 0.2484, loss_mask: 0.2308, loss: 0.7349 +2024-05-27 22:26:54,721 - mmdet - INFO - Epoch [11][1400/7330] lr: 2.774e-06, eta: 1:20:54, time: 0.364, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0403, loss_cls: 0.1798, acc: 93.2017, loss_bbox: 0.2351, loss_mask: 0.2265, loss: 0.7074 +2024-05-27 22:27:13,036 - mmdet - INFO - Epoch [11][1450/7330] lr: 2.774e-06, eta: 1:20:36, time: 0.366, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0393, loss_cls: 0.1701, acc: 93.5391, loss_bbox: 0.2305, loss_mask: 0.2290, loss: 0.6905 +2024-05-27 22:27:31,242 - mmdet - INFO - Epoch [11][1500/7330] lr: 2.774e-06, eta: 1:20:18, time: 0.364, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0406, loss_cls: 0.1826, acc: 93.2119, loss_bbox: 0.2365, loss_mask: 0.2248, loss: 0.7084 +2024-05-27 22:27:49,550 - mmdet - INFO - Epoch [11][1550/7330] lr: 2.774e-06, eta: 1:19:59, time: 0.366, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0407, loss_cls: 0.1850, acc: 92.9690, loss_bbox: 0.2417, loss_mask: 0.2282, loss: 0.7212 +2024-05-27 22:28:10,232 - mmdet - INFO - Epoch [11][1600/7330] lr: 2.774e-06, eta: 1:19:42, time: 0.414, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0391, loss_cls: 0.1765, acc: 93.2979, loss_bbox: 0.2355, loss_mask: 0.2230, loss: 0.6983 +2024-05-27 22:28:28,501 - mmdet - INFO - Epoch [11][1650/7330] lr: 2.774e-06, eta: 1:19:23, time: 0.365, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0424, loss_cls: 0.1802, acc: 93.2368, loss_bbox: 0.2364, loss_mask: 0.2196, loss: 0.7018 +2024-05-27 22:28:46,910 - mmdet - INFO - Exp name: mask_rcnn_deit_vit_l_fpn_1x_coco_bs16.py +2024-05-27 22:28:46,910 - mmdet - INFO - Epoch [11][1700/7330] lr: 2.774e-06, eta: 1:19:05, time: 0.368, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0398, loss_cls: 0.1755, acc: 93.4766, loss_bbox: 0.2334, loss_mask: 0.2217, loss: 0.6936 +2024-05-27 22:29:05,256 - mmdet - INFO - Epoch [11][1750/7330] lr: 2.774e-06, eta: 1:18:47, time: 0.367, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0411, loss_cls: 0.1857, acc: 93.0698, loss_bbox: 0.2393, loss_mask: 0.2327, loss: 0.7253 +2024-05-27 22:29:23,794 - mmdet - INFO - Epoch [11][1800/7330] lr: 2.774e-06, eta: 1:18:28, time: 0.371, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0427, loss_cls: 0.1903, acc: 92.9814, loss_bbox: 0.2437, loss_mask: 0.2305, loss: 0.7334 +2024-05-27 22:29:42,110 - mmdet - INFO - Epoch [11][1850/7330] lr: 2.774e-06, eta: 1:18:10, time: 0.366, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0398, loss_cls: 0.1756, acc: 93.3604, loss_bbox: 0.2327, loss_mask: 0.2256, loss: 0.6961 +2024-05-27 22:30:00,702 - mmdet - INFO - Epoch [11][1900/7330] lr: 2.774e-06, eta: 1:17:52, time: 0.372, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0406, loss_cls: 0.1886, acc: 92.9023, loss_bbox: 0.2450, loss_mask: 0.2320, loss: 0.7328 +2024-05-27 22:30:18,936 - mmdet - INFO - Epoch [11][1950/7330] lr: 2.774e-06, eta: 1:17:33, time: 0.365, data_time: 0.019, memory: 7919, loss_rpn_cls: 0.0240, loss_rpn_bbox: 0.0396, loss_cls: 0.1725, acc: 93.4119, loss_bbox: 0.2268, loss_mask: 0.2202, loss: 0.6831 +2024-05-27 22:30:37,217 - mmdet - INFO - Epoch [11][2000/7330] lr: 2.774e-06, eta: 1:17:15, time: 0.366, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0238, loss_rpn_bbox: 0.0419, loss_cls: 0.1872, acc: 92.9082, loss_bbox: 0.2468, loss_mask: 0.2288, loss: 0.7285 +2024-05-27 22:30:55,589 - mmdet - INFO - Epoch [11][2050/7330] lr: 2.774e-06, eta: 1:16:57, time: 0.367, data_time: 0.018, memory: 7919, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0420, loss_cls: 0.1838, acc: 93.1257, loss_bbox: 0.2392, loss_mask: 0.2257, loss: 0.7167 +2024-05-27 22:31:13,917 - mmdet - INFO - Epoch [11][2100/7330] lr: 2.774e-06, eta: 1:16:39, time: 0.367, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0379, loss_cls: 0.1735, acc: 93.4058, loss_bbox: 0.2321, loss_mask: 0.2234, loss: 0.6895 +2024-05-27 22:31:32,392 - mmdet - INFO - Epoch [11][2150/7330] lr: 2.774e-06, eta: 1:16:20, time: 0.370, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0423, loss_cls: 0.1805, acc: 93.1628, loss_bbox: 0.2407, loss_mask: 0.2260, loss: 0.7143 +2024-05-27 22:31:50,807 - mmdet - INFO - Epoch [11][2200/7330] lr: 2.774e-06, eta: 1:16:02, time: 0.368, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0245, loss_rpn_bbox: 0.0409, loss_cls: 0.1867, acc: 93.0112, loss_bbox: 0.2497, loss_mask: 0.2298, loss: 0.7316 +2024-05-27 22:32:09,096 - mmdet - INFO - Epoch [11][2250/7330] lr: 2.774e-06, eta: 1:15:44, time: 0.366, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0385, loss_cls: 0.1794, acc: 93.1919, loss_bbox: 0.2347, loss_mask: 0.2241, loss: 0.6984 +2024-05-27 22:32:27,394 - mmdet - INFO - Epoch [11][2300/7330] lr: 2.774e-06, eta: 1:15:25, time: 0.366, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0249, loss_rpn_bbox: 0.0424, loss_cls: 0.1843, acc: 93.0298, loss_bbox: 0.2452, loss_mask: 0.2317, loss: 0.7286 +2024-05-27 22:32:45,907 - mmdet - INFO - Epoch [11][2350/7330] lr: 2.774e-06, eta: 1:15:07, time: 0.370, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0426, loss_cls: 0.1834, acc: 93.0388, loss_bbox: 0.2446, loss_mask: 0.2369, loss: 0.7343 +2024-05-27 22:33:04,422 - mmdet - INFO - Epoch [11][2400/7330] lr: 2.774e-06, eta: 1:14:49, time: 0.370, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0425, loss_cls: 0.1903, acc: 92.8330, loss_bbox: 0.2498, loss_mask: 0.2351, loss: 0.7448 +2024-05-27 22:33:22,909 - mmdet - INFO - Epoch [11][2450/7330] lr: 2.774e-06, eta: 1:14:31, time: 0.370, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0443, loss_cls: 0.1849, acc: 93.0598, loss_bbox: 0.2402, loss_mask: 0.2277, loss: 0.7224 +2024-05-27 22:33:41,741 - mmdet - INFO - Epoch [11][2500/7330] lr: 2.774e-06, eta: 1:14:12, time: 0.377, data_time: 0.021, memory: 7919, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0460, loss_cls: 0.1907, acc: 92.8320, loss_bbox: 0.2532, loss_mask: 0.2300, loss: 0.7477 +2024-05-27 22:34:00,203 - mmdet - INFO - Epoch [11][2550/7330] lr: 2.774e-06, eta: 1:13:54, time: 0.369, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0240, loss_rpn_bbox: 0.0401, loss_cls: 0.1829, acc: 93.1121, loss_bbox: 0.2399, loss_mask: 0.2287, loss: 0.7156 +2024-05-27 22:34:18,741 - mmdet - INFO - Epoch [11][2600/7330] lr: 2.774e-06, eta: 1:13:36, time: 0.371, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0405, loss_cls: 0.1871, acc: 92.9014, loss_bbox: 0.2413, loss_mask: 0.2262, loss: 0.7217 +2024-05-27 22:34:37,423 - mmdet - INFO - Epoch [11][2650/7330] lr: 2.774e-06, eta: 1:13:17, time: 0.374, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0420, loss_cls: 0.1915, acc: 92.7610, loss_bbox: 0.2494, loss_mask: 0.2294, loss: 0.7379 +2024-05-27 22:34:55,891 - mmdet - INFO - Exp name: mask_rcnn_deit_vit_l_fpn_1x_coco_bs16.py +2024-05-27 22:34:55,891 - mmdet - INFO - Epoch [11][2700/7330] lr: 2.774e-06, eta: 1:12:59, time: 0.369, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0245, loss_rpn_bbox: 0.0390, loss_cls: 0.1841, acc: 93.1228, loss_bbox: 0.2398, loss_mask: 0.2293, loss: 0.7168 +2024-05-27 22:35:14,326 - mmdet - INFO - Epoch [11][2750/7330] lr: 2.774e-06, eta: 1:12:41, time: 0.369, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0238, loss_rpn_bbox: 0.0419, loss_cls: 0.1798, acc: 93.1316, loss_bbox: 0.2396, loss_mask: 0.2237, loss: 0.7088 +2024-05-27 22:35:32,669 - mmdet - INFO - Epoch [11][2800/7330] lr: 2.774e-06, eta: 1:12:23, time: 0.367, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0249, loss_rpn_bbox: 0.0382, loss_cls: 0.1793, acc: 93.2046, loss_bbox: 0.2340, loss_mask: 0.2308, loss: 0.7072 +2024-05-27 22:35:51,251 - mmdet - INFO - Epoch [11][2850/7330] lr: 2.774e-06, eta: 1:12:04, time: 0.372, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0442, loss_cls: 0.1826, acc: 93.0935, loss_bbox: 0.2378, loss_mask: 0.2258, loss: 0.7159 +2024-05-27 22:36:09,799 - mmdet - INFO - Epoch [11][2900/7330] lr: 2.774e-06, eta: 1:11:46, time: 0.371, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0245, loss_rpn_bbox: 0.0420, loss_cls: 0.1754, acc: 93.3926, loss_bbox: 0.2387, loss_mask: 0.2303, loss: 0.7109 +2024-05-27 22:36:28,222 - mmdet - INFO - Epoch [11][2950/7330] lr: 2.774e-06, eta: 1:11:28, time: 0.368, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0423, loss_cls: 0.1860, acc: 93.0315, loss_bbox: 0.2374, loss_mask: 0.2234, loss: 0.7181 +2024-05-27 22:36:46,625 - mmdet - INFO - Epoch [11][3000/7330] lr: 2.774e-06, eta: 1:11:09, time: 0.368, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0418, loss_cls: 0.1845, acc: 93.1475, loss_bbox: 0.2432, loss_mask: 0.2328, loss: 0.7291 +2024-05-27 22:37:05,250 - mmdet - INFO - Epoch [11][3050/7330] lr: 2.774e-06, eta: 1:10:51, time: 0.372, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0406, loss_cls: 0.1844, acc: 93.0242, loss_bbox: 0.2482, loss_mask: 0.2296, loss: 0.7280 +2024-05-27 22:37:23,586 - mmdet - INFO - Epoch [11][3100/7330] lr: 2.774e-06, eta: 1:10:33, time: 0.367, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0246, loss_rpn_bbox: 0.0380, loss_cls: 0.1773, acc: 93.3320, loss_bbox: 0.2363, loss_mask: 0.2268, loss: 0.7030 +2024-05-27 22:37:42,048 - mmdet - INFO - Epoch [11][3150/7330] lr: 2.774e-06, eta: 1:10:15, time: 0.369, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0388, loss_cls: 0.1791, acc: 93.3242, loss_bbox: 0.2348, loss_mask: 0.2283, loss: 0.7044 +2024-05-27 22:38:00,573 - mmdet - INFO - Epoch [11][3200/7330] lr: 2.774e-06, eta: 1:09:56, time: 0.371, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0409, loss_cls: 0.1818, acc: 93.1167, loss_bbox: 0.2403, loss_mask: 0.2307, loss: 0.7168 +2024-05-27 22:38:19,070 - mmdet - INFO - Epoch [11][3250/7330] lr: 2.774e-06, eta: 1:09:38, time: 0.370, data_time: 0.018, memory: 7919, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0430, loss_cls: 0.1857, acc: 92.9702, loss_bbox: 0.2442, loss_mask: 0.2362, loss: 0.7356 +2024-05-27 22:38:37,265 - mmdet - INFO - Epoch [11][3300/7330] lr: 2.774e-06, eta: 1:09:20, time: 0.364, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0386, loss_cls: 0.1765, acc: 93.4363, loss_bbox: 0.2316, loss_mask: 0.2292, loss: 0.6997 +2024-05-27 22:38:55,735 - mmdet - INFO - Epoch [11][3350/7330] lr: 2.774e-06, eta: 1:09:01, time: 0.369, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0238, loss_rpn_bbox: 0.0387, loss_cls: 0.1751, acc: 93.4346, loss_bbox: 0.2288, loss_mask: 0.2182, loss: 0.6846 +2024-05-27 22:39:14,204 - mmdet - INFO - Epoch [11][3400/7330] lr: 2.774e-06, eta: 1:08:43, time: 0.369, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0416, loss_cls: 0.1811, acc: 93.1433, loss_bbox: 0.2381, loss_mask: 0.2235, loss: 0.7086 +2024-05-27 22:39:32,618 - mmdet - INFO - Epoch [11][3450/7330] lr: 2.774e-06, eta: 1:08:25, time: 0.368, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0251, loss_rpn_bbox: 0.0423, loss_cls: 0.1847, acc: 93.1025, loss_bbox: 0.2399, loss_mask: 0.2270, loss: 0.7189 +2024-05-27 22:39:51,236 - mmdet - INFO - Epoch [11][3500/7330] lr: 2.774e-06, eta: 1:08:07, time: 0.372, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0414, loss_cls: 0.1814, acc: 93.1387, loss_bbox: 0.2438, loss_mask: 0.2282, loss: 0.7211 +2024-05-27 22:40:09,773 - mmdet - INFO - Epoch [11][3550/7330] lr: 2.774e-06, eta: 1:07:48, time: 0.371, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0402, loss_cls: 0.1798, acc: 93.2930, loss_bbox: 0.2325, loss_mask: 0.2207, loss: 0.6971 +2024-05-27 22:40:28,286 - mmdet - INFO - Epoch [11][3600/7330] lr: 2.774e-06, eta: 1:07:30, time: 0.370, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0401, loss_cls: 0.1829, acc: 93.1685, loss_bbox: 0.2410, loss_mask: 0.2300, loss: 0.7201 +2024-05-27 22:40:46,921 - mmdet - INFO - Epoch [11][3650/7330] lr: 2.774e-06, eta: 1:07:12, time: 0.373, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0432, loss_cls: 0.1916, acc: 92.8145, loss_bbox: 0.2494, loss_mask: 0.2348, loss: 0.7458 +2024-05-27 22:41:05,382 - mmdet - INFO - Exp name: mask_rcnn_deit_vit_l_fpn_1x_coco_bs16.py +2024-05-27 22:41:05,382 - mmdet - INFO - Epoch [11][3700/7330] lr: 2.774e-06, eta: 1:06:53, time: 0.369, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0423, loss_cls: 0.1822, acc: 93.2417, loss_bbox: 0.2406, loss_mask: 0.2283, loss: 0.7200 +2024-05-27 22:41:23,886 - mmdet - INFO - Epoch [11][3750/7330] lr: 2.774e-06, eta: 1:06:35, time: 0.370, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0406, loss_cls: 0.1793, acc: 93.2178, loss_bbox: 0.2384, loss_mask: 0.2273, loss: 0.7093 +2024-05-27 22:41:42,392 - mmdet - INFO - Epoch [11][3800/7330] lr: 2.774e-06, eta: 1:06:17, time: 0.370, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0240, loss_rpn_bbox: 0.0397, loss_cls: 0.1743, acc: 93.4690, loss_bbox: 0.2313, loss_mask: 0.2254, loss: 0.6947 +2024-05-27 22:42:00,926 - mmdet - INFO - Epoch [11][3850/7330] lr: 2.774e-06, eta: 1:05:59, time: 0.371, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0397, loss_cls: 0.1801, acc: 93.2043, loss_bbox: 0.2368, loss_mask: 0.2208, loss: 0.6999 +2024-05-27 22:42:19,463 - mmdet - INFO - Epoch [11][3900/7330] lr: 2.774e-06, eta: 1:05:40, time: 0.371, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0403, loss_cls: 0.1790, acc: 93.3303, loss_bbox: 0.2330, loss_mask: 0.2271, loss: 0.7045 +2024-05-27 22:42:38,118 - mmdet - INFO - Epoch [11][3950/7330] lr: 2.774e-06, eta: 1:05:22, time: 0.373, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0425, loss_cls: 0.1918, acc: 92.8022, loss_bbox: 0.2527, loss_mask: 0.2307, loss: 0.7444 +2024-05-27 22:42:56,459 - mmdet - INFO - Epoch [11][4000/7330] lr: 2.774e-06, eta: 1:05:04, time: 0.367, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0401, loss_cls: 0.1751, acc: 93.3550, loss_bbox: 0.2316, loss_mask: 0.2243, loss: 0.6941 +2024-05-27 22:43:14,971 - mmdet - INFO - Epoch [11][4050/7330] lr: 2.774e-06, eta: 1:04:45, time: 0.370, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0423, loss_cls: 0.1906, acc: 92.8872, loss_bbox: 0.2428, loss_mask: 0.2308, loss: 0.7321 +2024-05-27 22:43:33,355 - mmdet - INFO - Epoch [11][4100/7330] lr: 2.774e-06, eta: 1:04:27, time: 0.368, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0238, loss_rpn_bbox: 0.0395, loss_cls: 0.1742, acc: 93.3665, loss_bbox: 0.2344, loss_mask: 0.2266, loss: 0.6984 +2024-05-27 22:43:51,829 - mmdet - INFO - Epoch [11][4150/7330] lr: 2.774e-06, eta: 1:04:09, time: 0.369, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0402, loss_cls: 0.1768, acc: 93.3684, loss_bbox: 0.2357, loss_mask: 0.2254, loss: 0.7017 +2024-05-27 22:44:10,084 - mmdet - INFO - Epoch [11][4200/7330] lr: 2.774e-06, eta: 1:03:51, time: 0.365, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0393, loss_cls: 0.1748, acc: 93.4133, loss_bbox: 0.2278, loss_mask: 0.2182, loss: 0.6828 +2024-05-27 22:44:28,626 - mmdet - INFO - Epoch [11][4250/7330] lr: 2.774e-06, eta: 1:03:32, time: 0.371, data_time: 0.018, memory: 7919, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0442, loss_cls: 0.1838, acc: 93.0969, loss_bbox: 0.2440, loss_mask: 0.2292, loss: 0.7272 +2024-05-27 22:44:47,073 - mmdet - INFO - Epoch [11][4300/7330] lr: 2.774e-06, eta: 1:03:14, time: 0.369, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0246, loss_rpn_bbox: 0.0400, loss_cls: 0.1812, acc: 93.2141, loss_bbox: 0.2382, loss_mask: 0.2310, loss: 0.7151 +2024-05-27 22:45:05,456 - mmdet - INFO - Epoch [11][4350/7330] lr: 2.774e-06, eta: 1:02:56, time: 0.368, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0402, loss_cls: 0.1849, acc: 93.0442, loss_bbox: 0.2388, loss_mask: 0.2291, loss: 0.7183 +2024-05-27 22:45:23,928 - mmdet - INFO - Epoch [11][4400/7330] lr: 2.774e-06, eta: 1:02:37, time: 0.369, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0389, loss_cls: 0.1741, acc: 93.4131, loss_bbox: 0.2297, loss_mask: 0.2199, loss: 0.6856 +2024-05-27 22:45:42,556 - mmdet - INFO - Epoch [11][4450/7330] lr: 2.774e-06, eta: 1:02:19, time: 0.373, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0424, loss_cls: 0.1807, acc: 93.1421, loss_bbox: 0.2458, loss_mask: 0.2317, loss: 0.7272 +2024-05-27 22:46:00,942 - mmdet - INFO - Epoch [11][4500/7330] lr: 2.774e-06, eta: 1:02:01, time: 0.368, data_time: 0.018, memory: 7919, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0403, loss_cls: 0.1736, acc: 93.5149, loss_bbox: 0.2276, loss_mask: 0.2234, loss: 0.6877 +2024-05-27 22:46:19,486 - mmdet - INFO - Epoch [11][4550/7330] lr: 2.774e-06, eta: 1:01:43, time: 0.371, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0249, loss_rpn_bbox: 0.0411, loss_cls: 0.1889, acc: 92.8064, loss_bbox: 0.2503, loss_mask: 0.2306, loss: 0.7359 +2024-05-27 22:46:37,913 - mmdet - INFO - Epoch [11][4600/7330] lr: 2.774e-06, eta: 1:01:24, time: 0.369, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0411, loss_cls: 0.1780, acc: 93.3003, loss_bbox: 0.2354, loss_mask: 0.2262, loss: 0.7038 +2024-05-27 22:46:56,416 - mmdet - INFO - Epoch [11][4650/7330] lr: 2.774e-06, eta: 1:01:06, time: 0.370, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0415, loss_cls: 0.1823, acc: 93.0667, loss_bbox: 0.2403, loss_mask: 0.2279, loss: 0.7182 +2024-05-27 22:47:15,015 - mmdet - INFO - Exp name: mask_rcnn_deit_vit_l_fpn_1x_coco_bs16.py +2024-05-27 22:47:15,015 - mmdet - INFO - Epoch [11][4700/7330] lr: 2.774e-06, eta: 1:00:48, time: 0.372, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0450, loss_cls: 0.1847, acc: 92.9434, loss_bbox: 0.2476, loss_mask: 0.2355, loss: 0.7383 +2024-05-27 22:47:33,496 - mmdet - INFO - Epoch [11][4750/7330] lr: 2.774e-06, eta: 1:00:29, time: 0.370, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0414, loss_cls: 0.1867, acc: 92.9246, loss_bbox: 0.2437, loss_mask: 0.2303, loss: 0.7278 +2024-05-27 22:47:51,928 - mmdet - INFO - Epoch [11][4800/7330] lr: 2.774e-06, eta: 1:00:11, time: 0.369, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0412, loss_cls: 0.1858, acc: 93.0088, loss_bbox: 0.2483, loss_mask: 0.2293, loss: 0.7301 +2024-05-27 22:48:10,467 - mmdet - INFO - Epoch [11][4850/7330] lr: 2.774e-06, eta: 0:59:53, time: 0.371, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0244, loss_rpn_bbox: 0.0447, loss_cls: 0.1893, acc: 92.8799, loss_bbox: 0.2467, loss_mask: 0.2308, loss: 0.7359 +2024-05-27 22:48:28,971 - mmdet - INFO - Epoch [11][4900/7330] lr: 2.774e-06, eta: 0:59:34, time: 0.370, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0398, loss_cls: 0.1830, acc: 93.1582, loss_bbox: 0.2387, loss_mask: 0.2292, loss: 0.7179 +2024-05-27 22:48:47,449 - mmdet - INFO - Epoch [11][4950/7330] lr: 2.774e-06, eta: 0:59:16, time: 0.370, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0411, loss_cls: 0.1834, acc: 93.0940, loss_bbox: 0.2378, loss_mask: 0.2267, loss: 0.7145 +2024-05-27 22:49:05,835 - mmdet - INFO - Epoch [11][5000/7330] lr: 2.774e-06, eta: 0:58:58, time: 0.368, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0405, loss_cls: 0.1825, acc: 93.2146, loss_bbox: 0.2347, loss_mask: 0.2269, loss: 0.7094 +2024-05-27 22:49:24,358 - mmdet - INFO - Epoch [11][5050/7330] lr: 2.774e-06, eta: 0:58:40, time: 0.371, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0413, loss_cls: 0.1851, acc: 93.0930, loss_bbox: 0.2394, loss_mask: 0.2251, loss: 0.7159 +2024-05-27 22:49:42,756 - mmdet - INFO - Epoch [11][5100/7330] lr: 2.774e-06, eta: 0:58:21, time: 0.368, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0401, loss_cls: 0.1788, acc: 93.2590, loss_bbox: 0.2341, loss_mask: 0.2302, loss: 0.7074 +2024-05-27 22:50:01,490 - mmdet - INFO - Epoch [11][5150/7330] lr: 2.774e-06, eta: 0:58:03, time: 0.375, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0412, loss_cls: 0.1799, acc: 93.1125, loss_bbox: 0.2378, loss_mask: 0.2282, loss: 0.7121 +2024-05-27 22:50:19,893 - mmdet - INFO - Epoch [11][5200/7330] lr: 2.774e-06, eta: 0:57:45, time: 0.368, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0412, loss_cls: 0.1817, acc: 93.1658, loss_bbox: 0.2399, loss_mask: 0.2255, loss: 0.7131 +2024-05-27 22:50:38,422 - mmdet - INFO - Epoch [11][5250/7330] lr: 2.774e-06, eta: 0:57:26, time: 0.371, data_time: 0.019, memory: 7919, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0429, loss_cls: 0.1897, acc: 92.8555, loss_bbox: 0.2485, loss_mask: 0.2267, loss: 0.7342 +2024-05-27 22:50:57,045 - mmdet - INFO - Epoch [11][5300/7330] lr: 2.774e-06, eta: 0:57:08, time: 0.372, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0431, loss_cls: 0.1829, acc: 93.0271, loss_bbox: 0.2456, loss_mask: 0.2258, loss: 0.7209 +2024-05-27 22:51:15,538 - mmdet - INFO - Epoch [11][5350/7330] lr: 2.774e-06, eta: 0:56:50, time: 0.370, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0400, loss_cls: 0.1754, acc: 93.3840, loss_bbox: 0.2362, loss_mask: 0.2252, loss: 0.7000 +2024-05-27 22:51:34,030 - mmdet - INFO - Epoch [11][5400/7330] lr: 2.774e-06, eta: 0:56:32, time: 0.370, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0399, loss_cls: 0.1797, acc: 93.2173, loss_bbox: 0.2360, loss_mask: 0.2242, loss: 0.7056 +2024-05-27 22:51:52,419 - mmdet - INFO - Epoch [11][5450/7330] lr: 2.774e-06, eta: 0:56:13, time: 0.368, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0390, loss_cls: 0.1736, acc: 93.3252, loss_bbox: 0.2333, loss_mask: 0.2246, loss: 0.6931 +2024-05-27 22:52:10,975 - mmdet - INFO - Epoch [11][5500/7330] lr: 2.774e-06, eta: 0:55:55, time: 0.371, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0424, loss_cls: 0.1834, acc: 93.0518, loss_bbox: 0.2423, loss_mask: 0.2225, loss: 0.7161 +2024-05-27 22:52:29,361 - mmdet - INFO - Epoch [11][5550/7330] lr: 2.774e-06, eta: 0:55:37, time: 0.368, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0400, loss_cls: 0.1795, acc: 93.3120, loss_bbox: 0.2321, loss_mask: 0.2304, loss: 0.7063 +2024-05-27 22:52:47,743 - mmdet - INFO - Epoch [11][5600/7330] lr: 2.774e-06, eta: 0:55:18, time: 0.368, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0233, loss_rpn_bbox: 0.0413, loss_cls: 0.1791, acc: 93.2344, loss_bbox: 0.2382, loss_mask: 0.2275, loss: 0.7093 +2024-05-27 22:53:06,337 - mmdet - INFO - Epoch [11][5650/7330] lr: 2.774e-06, eta: 0:55:00, time: 0.372, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0426, loss_cls: 0.1892, acc: 92.8340, loss_bbox: 0.2474, loss_mask: 0.2317, loss: 0.7366 +2024-05-27 22:53:24,605 - mmdet - INFO - Exp name: mask_rcnn_deit_vit_l_fpn_1x_coco_bs16.py +2024-05-27 22:53:24,606 - mmdet - INFO - Epoch [11][5700/7330] lr: 2.774e-06, eta: 0:54:42, time: 0.365, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0384, loss_cls: 0.1693, acc: 93.6797, loss_bbox: 0.2260, loss_mask: 0.2199, loss: 0.6767 +2024-05-27 22:53:43,241 - mmdet - INFO - Epoch [11][5750/7330] lr: 2.774e-06, eta: 0:54:23, time: 0.373, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0396, loss_cls: 0.1774, acc: 93.2524, loss_bbox: 0.2383, loss_mask: 0.2261, loss: 0.7033 +2024-05-27 22:54:01,814 - mmdet - INFO - Epoch [11][5800/7330] lr: 2.774e-06, eta: 0:54:05, time: 0.371, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0414, loss_cls: 0.1789, acc: 93.2642, loss_bbox: 0.2371, loss_mask: 0.2270, loss: 0.7112 +2024-05-27 22:54:20,322 - mmdet - INFO - Epoch [11][5850/7330] lr: 2.774e-06, eta: 0:53:47, time: 0.370, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0409, loss_cls: 0.1812, acc: 93.2463, loss_bbox: 0.2363, loss_mask: 0.2275, loss: 0.7108 +2024-05-27 22:54:38,665 - mmdet - INFO - Epoch [11][5900/7330] lr: 2.774e-06, eta: 0:53:29, time: 0.367, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0409, loss_cls: 0.1746, acc: 93.5022, loss_bbox: 0.2322, loss_mask: 0.2264, loss: 0.6978 +2024-05-27 22:54:57,143 - mmdet - INFO - Epoch [11][5950/7330] lr: 2.774e-06, eta: 0:53:10, time: 0.369, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0408, loss_cls: 0.1804, acc: 93.1978, loss_bbox: 0.2389, loss_mask: 0.2295, loss: 0.7149 +2024-05-27 22:55:18,027 - mmdet - INFO - Epoch [11][6000/7330] lr: 2.774e-06, eta: 0:52:52, time: 0.418, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0422, loss_cls: 0.1794, acc: 93.1689, loss_bbox: 0.2410, loss_mask: 0.2319, loss: 0.7195 +2024-05-27 22:55:36,439 - mmdet - INFO - Epoch [11][6050/7330] lr: 2.774e-06, eta: 0:52:34, time: 0.368, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0412, loss_cls: 0.1864, acc: 93.0588, loss_bbox: 0.2419, loss_mask: 0.2279, loss: 0.7240 +2024-05-27 22:55:55,018 - mmdet - INFO - Epoch [11][6100/7330] lr: 2.774e-06, eta: 0:52:16, time: 0.371, data_time: 0.021, memory: 7919, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0419, loss_cls: 0.1848, acc: 92.9927, loss_bbox: 0.2443, loss_mask: 0.2269, loss: 0.7232 +2024-05-27 22:56:13,452 - mmdet - INFO - Epoch [11][6150/7330] lr: 2.774e-06, eta: 0:51:57, time: 0.369, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0419, loss_cls: 0.1816, acc: 93.1436, loss_bbox: 0.2391, loss_mask: 0.2293, loss: 0.7146 +2024-05-27 22:56:31,844 - mmdet - INFO - Epoch [11][6200/7330] lr: 2.774e-06, eta: 0:51:39, time: 0.368, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0375, loss_cls: 0.1719, acc: 93.5679, loss_bbox: 0.2266, loss_mask: 0.2203, loss: 0.6794 +2024-05-27 22:56:52,660 - mmdet - INFO - Epoch [11][6250/7330] lr: 2.774e-06, eta: 0:51:21, time: 0.416, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0418, loss_cls: 0.1854, acc: 93.0203, loss_bbox: 0.2383, loss_mask: 0.2298, loss: 0.7229 +2024-05-27 22:57:11,066 - mmdet - INFO - Epoch [11][6300/7330] lr: 2.774e-06, eta: 0:51:03, time: 0.368, data_time: 0.018, memory: 7919, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0418, loss_cls: 0.1780, acc: 93.1838, loss_bbox: 0.2369, loss_mask: 0.2268, loss: 0.7089 +2024-05-27 22:57:29,399 - mmdet - INFO - Epoch [11][6350/7330] lr: 2.774e-06, eta: 0:50:44, time: 0.367, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0414, loss_cls: 0.1801, acc: 93.2178, loss_bbox: 0.2350, loss_mask: 0.2279, loss: 0.7084 +2024-05-27 22:57:47,832 - mmdet - INFO - Epoch [11][6400/7330] lr: 2.774e-06, eta: 0:50:26, time: 0.369, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0429, loss_cls: 0.1908, acc: 92.8083, loss_bbox: 0.2479, loss_mask: 0.2317, loss: 0.7403 +2024-05-27 22:58:06,268 - mmdet - INFO - Epoch [11][6450/7330] lr: 2.774e-06, eta: 0:50:08, time: 0.369, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0377, loss_cls: 0.1709, acc: 93.5623, loss_bbox: 0.2269, loss_mask: 0.2215, loss: 0.6801 +2024-05-27 22:58:24,870 - mmdet - INFO - Epoch [11][6500/7330] lr: 2.774e-06, eta: 0:49:49, time: 0.372, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0414, loss_cls: 0.1861, acc: 93.0422, loss_bbox: 0.2463, loss_mask: 0.2279, loss: 0.7273 +2024-05-27 22:58:43,255 - mmdet - INFO - Epoch [11][6550/7330] lr: 2.774e-06, eta: 0:49:31, time: 0.368, data_time: 0.018, memory: 7919, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0425, loss_cls: 0.1855, acc: 93.0256, loss_bbox: 0.2428, loss_mask: 0.2276, loss: 0.7240 +2024-05-27 22:59:01,676 - mmdet - INFO - Epoch [11][6600/7330] lr: 2.774e-06, eta: 0:49:13, time: 0.368, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0238, loss_rpn_bbox: 0.0376, loss_cls: 0.1709, acc: 93.5200, loss_bbox: 0.2272, loss_mask: 0.2214, loss: 0.6809 +2024-05-27 22:59:20,054 - mmdet - INFO - Epoch [11][6650/7330] lr: 2.774e-06, eta: 0:48:54, time: 0.368, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0421, loss_cls: 0.1843, acc: 93.2153, loss_bbox: 0.2372, loss_mask: 0.2280, loss: 0.7170 +2024-05-27 22:59:38,514 - mmdet - INFO - Exp name: mask_rcnn_deit_vit_l_fpn_1x_coco_bs16.py +2024-05-27 22:59:38,514 - mmdet - INFO - Epoch [11][6700/7330] lr: 2.774e-06, eta: 0:48:36, time: 0.369, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0409, loss_cls: 0.1798, acc: 93.2388, loss_bbox: 0.2391, loss_mask: 0.2277, loss: 0.7129 +2024-05-27 22:59:59,593 - mmdet - INFO - Epoch [11][6750/7330] lr: 2.774e-06, eta: 0:48:18, time: 0.422, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0245, loss_rpn_bbox: 0.0389, loss_cls: 0.1756, acc: 93.3611, loss_bbox: 0.2326, loss_mask: 0.2184, loss: 0.6899 +2024-05-27 23:00:18,144 - mmdet - INFO - Epoch [11][6800/7330] lr: 2.774e-06, eta: 0:48:00, time: 0.371, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0245, loss_rpn_bbox: 0.0427, loss_cls: 0.1862, acc: 93.0193, loss_bbox: 0.2381, loss_mask: 0.2274, loss: 0.7188 +2024-05-27 23:00:36,587 - mmdet - INFO - Epoch [11][6850/7330] lr: 2.774e-06, eta: 0:47:42, time: 0.369, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0423, loss_cls: 0.1817, acc: 93.1614, loss_bbox: 0.2410, loss_mask: 0.2299, loss: 0.7219 +2024-05-27 23:00:55,131 - mmdet - INFO - Epoch [11][6900/7330] lr: 2.774e-06, eta: 0:47:23, time: 0.371, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0244, loss_rpn_bbox: 0.0419, loss_cls: 0.1770, acc: 93.3301, loss_bbox: 0.2377, loss_mask: 0.2286, loss: 0.7096 +2024-05-27 23:01:13,682 - mmdet - INFO - Epoch [11][6950/7330] lr: 2.774e-06, eta: 0:47:05, time: 0.371, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0251, loss_rpn_bbox: 0.0421, loss_cls: 0.1881, acc: 92.9165, loss_bbox: 0.2452, loss_mask: 0.2322, loss: 0.7326 +2024-05-27 23:01:32,108 - mmdet - INFO - Epoch [11][7000/7330] lr: 2.774e-06, eta: 0:46:47, time: 0.369, data_time: 0.018, memory: 7919, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0385, loss_cls: 0.1747, acc: 93.3535, loss_bbox: 0.2338, loss_mask: 0.2240, loss: 0.6947 +2024-05-27 23:01:50,697 - mmdet - INFO - Epoch [11][7050/7330] lr: 2.774e-06, eta: 0:46:28, time: 0.372, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0400, loss_cls: 0.1802, acc: 93.1780, loss_bbox: 0.2394, loss_mask: 0.2280, loss: 0.7118 +2024-05-27 23:02:09,237 - mmdet - INFO - Epoch [11][7100/7330] lr: 2.774e-06, eta: 0:46:10, time: 0.371, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0417, loss_cls: 0.1819, acc: 93.2112, loss_bbox: 0.2424, loss_mask: 0.2271, loss: 0.7191 +2024-05-27 23:02:27,646 - mmdet - INFO - Epoch [11][7150/7330] lr: 2.774e-06, eta: 0:45:52, time: 0.368, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0428, loss_cls: 0.1860, acc: 93.0422, loss_bbox: 0.2471, loss_mask: 0.2317, loss: 0.7334 +2024-05-27 23:02:46,131 - mmdet - INFO - Epoch [11][7200/7330] lr: 2.774e-06, eta: 0:45:33, time: 0.370, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0405, loss_cls: 0.1850, acc: 93.0459, loss_bbox: 0.2449, loss_mask: 0.2308, loss: 0.7264 +2024-05-27 23:03:04,570 - mmdet - INFO - Epoch [11][7250/7330] lr: 2.774e-06, eta: 0:45:15, time: 0.369, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0409, loss_cls: 0.1847, acc: 93.0000, loss_bbox: 0.2392, loss_mask: 0.2236, loss: 0.7121 +2024-05-27 23:03:23,188 - mmdet - INFO - Epoch [11][7300/7330] lr: 2.774e-06, eta: 0:44:57, time: 0.372, data_time: 0.018, memory: 7919, loss_rpn_cls: 0.0245, loss_rpn_bbox: 0.0405, loss_cls: 0.1734, acc: 93.3853, loss_bbox: 0.2313, loss_mask: 0.2200, loss: 0.6897 +2024-05-27 23:03:35,172 - mmdet - INFO - Saving checkpoint at 11 epochs +2024-05-27 23:04:29,743 - mmdet - INFO - Evaluating bbox... +2024-05-27 23:04:51,755 - mmdet - INFO - + Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.465 + Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.708 + Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.512 + Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.289 + Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.513 + Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.630 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.585 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.585 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.585 + Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.392 + Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.638 + Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.750 + +2024-05-27 23:04:51,756 - mmdet - INFO - Evaluating segm... +2024-05-27 23:05:20,255 - mmdet - INFO - + Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.425 + Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.672 + Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.455 + Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.213 + Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.467 + Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.651 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.539 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.539 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.539 + Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.332 + Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.591 + Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.733 + +2024-05-27 23:05:20,604 - mmdet - INFO - Exp name: mask_rcnn_deit_vit_l_fpn_1x_coco_bs16.py +2024-05-27 23:05:20,605 - mmdet - INFO - Epoch(val) [11][625] bbox_mAP: 0.4650, bbox_mAP_50: 0.7080, bbox_mAP_75: 0.5120, bbox_mAP_s: 0.2890, bbox_mAP_m: 0.5130, bbox_mAP_l: 0.6300, bbox_mAP_copypaste: 0.465 0.708 0.512 0.289 0.513 0.630, segm_mAP: 0.4250, segm_mAP_50: 0.6720, segm_mAP_75: 0.4550, segm_mAP_s: 0.2130, segm_mAP_m: 0.4670, segm_mAP_l: 0.6510, segm_mAP_copypaste: 0.425 0.672 0.455 0.213 0.467 0.651 +2024-05-27 23:05:45,043 - mmdet - INFO - Epoch [12][50/7330] lr: 2.774e-07, eta: 0:44:27, time: 0.489, data_time: 0.079, memory: 7919, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0409, loss_cls: 0.1882, acc: 92.7898, loss_bbox: 0.2473, loss_mask: 0.2280, loss: 0.7271 +2024-05-27 23:06:03,205 - mmdet - INFO - Epoch [12][100/7330] lr: 2.774e-07, eta: 0:44:09, time: 0.363, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0376, loss_cls: 0.1755, acc: 93.3721, loss_bbox: 0.2333, loss_mask: 0.2231, loss: 0.6919 +2024-05-27 23:06:21,388 - mmdet - INFO - Epoch [12][150/7330] lr: 2.774e-07, eta: 0:43:50, time: 0.364, data_time: 0.019, memory: 7919, loss_rpn_cls: 0.0246, loss_rpn_bbox: 0.0426, loss_cls: 0.1873, acc: 92.8994, loss_bbox: 0.2504, loss_mask: 0.2293, loss: 0.7342 +2024-05-27 23:06:39,583 - mmdet - INFO - Epoch [12][200/7330] lr: 2.774e-07, eta: 0:43:32, time: 0.364, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0244, loss_rpn_bbox: 0.0402, loss_cls: 0.1835, acc: 92.9453, loss_bbox: 0.2442, loss_mask: 0.2241, loss: 0.7165 +2024-05-27 23:06:57,658 - mmdet - INFO - Epoch [12][250/7330] lr: 2.774e-07, eta: 0:43:14, time: 0.361, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0435, loss_cls: 0.1931, acc: 92.8347, loss_bbox: 0.2451, loss_mask: 0.2336, loss: 0.7436 +2024-05-27 23:07:15,762 - mmdet - INFO - Epoch [12][300/7330] lr: 2.774e-07, eta: 0:42:55, time: 0.362, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0418, loss_cls: 0.1778, acc: 93.2585, loss_bbox: 0.2351, loss_mask: 0.2264, loss: 0.7059 +2024-05-27 23:07:34,345 - mmdet - INFO - Epoch [12][350/7330] lr: 2.774e-07, eta: 0:42:37, time: 0.372, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0423, loss_cls: 0.1784, acc: 93.2593, loss_bbox: 0.2409, loss_mask: 0.2287, loss: 0.7168 +2024-05-27 23:07:52,674 - mmdet - INFO - Epoch [12][400/7330] lr: 2.774e-07, eta: 0:42:19, time: 0.367, data_time: 0.013, memory: 7919, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0404, loss_cls: 0.1758, acc: 93.3455, loss_bbox: 0.2344, loss_mask: 0.2253, loss: 0.6990 +2024-05-27 23:08:10,856 - mmdet - INFO - Epoch [12][450/7330] lr: 2.774e-07, eta: 0:42:00, time: 0.364, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0419, loss_cls: 0.1819, acc: 93.1519, loss_bbox: 0.2347, loss_mask: 0.2267, loss: 0.7111 +2024-05-27 23:08:29,277 - mmdet - INFO - Epoch [12][500/7330] lr: 2.774e-07, eta: 0:41:42, time: 0.368, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0422, loss_cls: 0.1864, acc: 92.9241, loss_bbox: 0.2468, loss_mask: 0.2310, loss: 0.7323 +2024-05-27 23:08:49,751 - mmdet - INFO - Epoch [12][550/7330] lr: 2.774e-07, eta: 0:41:24, time: 0.410, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0400, loss_cls: 0.1801, acc: 93.2302, loss_bbox: 0.2405, loss_mask: 0.2271, loss: 0.7120 +2024-05-27 23:09:08,133 - mmdet - INFO - Epoch [12][600/7330] lr: 2.774e-07, eta: 0:41:06, time: 0.368, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0435, loss_cls: 0.1900, acc: 92.9231, loss_bbox: 0.2499, loss_mask: 0.2324, loss: 0.7423 +2024-05-27 23:09:26,333 - mmdet - INFO - Epoch [12][650/7330] lr: 2.774e-07, eta: 0:40:47, time: 0.364, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0407, loss_cls: 0.1808, acc: 93.1252, loss_bbox: 0.2404, loss_mask: 0.2265, loss: 0.7114 +2024-05-27 23:09:44,511 - mmdet - INFO - Epoch [12][700/7330] lr: 2.774e-07, eta: 0:40:29, time: 0.364, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0388, loss_cls: 0.1764, acc: 93.4053, loss_bbox: 0.2325, loss_mask: 0.2224, loss: 0.6942 +2024-05-27 23:10:03,015 - mmdet - INFO - Epoch [12][750/7330] lr: 2.774e-07, eta: 0:40:11, time: 0.370, data_time: 0.013, memory: 7919, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0422, loss_cls: 0.1858, acc: 93.0676, loss_bbox: 0.2408, loss_mask: 0.2258, loss: 0.7209 +2024-05-27 23:10:21,363 - mmdet - INFO - Epoch [12][800/7330] lr: 2.774e-07, eta: 0:39:52, time: 0.367, data_time: 0.013, memory: 7919, loss_rpn_cls: 0.0238, loss_rpn_bbox: 0.0416, loss_cls: 0.1797, acc: 93.2295, loss_bbox: 0.2386, loss_mask: 0.2259, loss: 0.7096 +2024-05-27 23:10:39,632 - mmdet - INFO - Epoch [12][850/7330] lr: 2.774e-07, eta: 0:39:34, time: 0.365, data_time: 0.013, memory: 7919, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0388, loss_cls: 0.1709, acc: 93.4585, loss_bbox: 0.2280, loss_mask: 0.2213, loss: 0.6815 +2024-05-27 23:10:58,038 - mmdet - INFO - Epoch [12][900/7330] lr: 2.774e-07, eta: 0:39:16, time: 0.368, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0401, loss_cls: 0.1813, acc: 93.1616, loss_bbox: 0.2417, loss_mask: 0.2267, loss: 0.7145 +2024-05-27 23:11:16,415 - mmdet - INFO - Epoch [12][950/7330] lr: 2.774e-07, eta: 0:38:57, time: 0.368, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0241, loss_rpn_bbox: 0.0413, loss_cls: 0.1830, acc: 93.0642, loss_bbox: 0.2421, loss_mask: 0.2244, loss: 0.7149 +2024-05-27 23:11:34,733 - mmdet - INFO - Epoch [12][1000/7330] lr: 2.774e-07, eta: 0:38:39, time: 0.366, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0402, loss_cls: 0.1766, acc: 93.3215, loss_bbox: 0.2346, loss_mask: 0.2220, loss: 0.6960 +2024-05-27 23:11:53,142 - mmdet - INFO - Epoch [12][1050/7330] lr: 2.774e-07, eta: 0:38:21, time: 0.368, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0425, loss_cls: 0.1910, acc: 92.7969, loss_bbox: 0.2444, loss_mask: 0.2290, loss: 0.7338 +2024-05-27 23:12:11,573 - mmdet - INFO - Epoch [12][1100/7330] lr: 2.774e-07, eta: 0:38:02, time: 0.369, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0430, loss_cls: 0.1899, acc: 92.9004, loss_bbox: 0.2463, loss_mask: 0.2268, loss: 0.7318 +2024-05-27 23:12:29,982 - mmdet - INFO - Epoch [12][1150/7330] lr: 2.774e-07, eta: 0:37:44, time: 0.368, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0391, loss_cls: 0.1729, acc: 93.4856, loss_bbox: 0.2309, loss_mask: 0.2223, loss: 0.6878 +2024-05-27 23:12:48,211 - mmdet - INFO - Epoch [12][1200/7330] lr: 2.774e-07, eta: 0:37:26, time: 0.365, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0246, loss_rpn_bbox: 0.0393, loss_cls: 0.1688, acc: 93.6052, loss_bbox: 0.2259, loss_mask: 0.2220, loss: 0.6806 +2024-05-27 23:13:06,505 - mmdet - INFO - Epoch [12][1250/7330] lr: 2.774e-07, eta: 0:37:07, time: 0.366, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0407, loss_cls: 0.1787, acc: 93.2952, loss_bbox: 0.2339, loss_mask: 0.2248, loss: 0.7018 +2024-05-27 23:13:24,772 - mmdet - INFO - Epoch [12][1300/7330] lr: 2.774e-07, eta: 0:36:49, time: 0.365, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0413, loss_cls: 0.1800, acc: 93.1555, loss_bbox: 0.2467, loss_mask: 0.2292, loss: 0.7214 +2024-05-27 23:13:43,290 - mmdet - INFO - Epoch [12][1350/7330] lr: 2.774e-07, eta: 0:36:31, time: 0.370, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0416, loss_cls: 0.1785, acc: 93.2354, loss_bbox: 0.2393, loss_mask: 0.2239, loss: 0.7067 +2024-05-27 23:14:01,498 - mmdet - INFO - Epoch [12][1400/7330] lr: 2.774e-07, eta: 0:36:12, time: 0.364, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0244, loss_rpn_bbox: 0.0404, loss_cls: 0.1779, acc: 93.3501, loss_bbox: 0.2329, loss_mask: 0.2263, loss: 0.7019 +2024-05-27 23:14:26,680 - mmdet - INFO - Epoch [12][1450/7330] lr: 2.774e-07, eta: 0:35:55, time: 0.504, data_time: 0.150, memory: 7919, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0429, loss_cls: 0.1851, acc: 92.9363, loss_bbox: 0.2452, loss_mask: 0.2298, loss: 0.7280 +2024-05-27 23:14:45,025 - mmdet - INFO - Epoch [12][1500/7330] lr: 2.774e-07, eta: 0:35:36, time: 0.367, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0412, loss_cls: 0.1823, acc: 93.0271, loss_bbox: 0.2388, loss_mask: 0.2258, loss: 0.7134 +2024-05-27 23:15:03,346 - mmdet - INFO - Epoch [12][1550/7330] lr: 2.774e-07, eta: 0:35:18, time: 0.366, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0392, loss_cls: 0.1806, acc: 93.3633, loss_bbox: 0.2346, loss_mask: 0.2287, loss: 0.7074 +2024-05-27 23:15:21,461 - mmdet - INFO - Epoch [12][1600/7330] lr: 2.774e-07, eta: 0:35:00, time: 0.362, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0397, loss_cls: 0.1798, acc: 93.2278, loss_bbox: 0.2302, loss_mask: 0.2231, loss: 0.6959 +2024-05-27 23:15:39,832 - mmdet - INFO - Epoch [12][1650/7330] lr: 2.774e-07, eta: 0:34:41, time: 0.367, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0399, loss_cls: 0.1812, acc: 93.1755, loss_bbox: 0.2395, loss_mask: 0.2231, loss: 0.7067 +2024-05-27 23:15:58,183 - mmdet - INFO - Epoch [12][1700/7330] lr: 2.774e-07, eta: 0:34:23, time: 0.367, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0406, loss_cls: 0.1817, acc: 93.2144, loss_bbox: 0.2377, loss_mask: 0.2266, loss: 0.7108 +2024-05-27 23:16:16,626 - mmdet - INFO - Epoch [12][1750/7330] lr: 2.774e-07, eta: 0:34:05, time: 0.369, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0427, loss_cls: 0.1879, acc: 92.9119, loss_bbox: 0.2459, loss_mask: 0.2328, loss: 0.7356 +2024-05-27 23:16:34,991 - mmdet - INFO - Epoch [12][1800/7330] lr: 2.774e-07, eta: 0:33:46, time: 0.367, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0390, loss_cls: 0.1801, acc: 93.1499, loss_bbox: 0.2368, loss_mask: 0.2236, loss: 0.7014 +2024-05-27 23:16:53,492 - mmdet - INFO - Epoch [12][1850/7330] lr: 2.774e-07, eta: 0:33:28, time: 0.370, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0433, loss_cls: 0.1852, acc: 92.9768, loss_bbox: 0.2458, loss_mask: 0.2307, loss: 0.7305 +2024-05-27 23:17:11,859 - mmdet - INFO - Epoch [12][1900/7330] lr: 2.774e-07, eta: 0:33:10, time: 0.367, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0424, loss_cls: 0.1855, acc: 92.9922, loss_bbox: 0.2473, loss_mask: 0.2327, loss: 0.7336 +2024-05-27 23:17:30,055 - mmdet - INFO - Epoch [12][1950/7330] lr: 2.774e-07, eta: 0:32:51, time: 0.364, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0367, loss_cls: 0.1659, acc: 93.8250, loss_bbox: 0.2166, loss_mask: 0.2204, loss: 0.6623 +2024-05-27 23:17:48,569 - mmdet - INFO - Epoch [12][2000/7330] lr: 2.774e-07, eta: 0:32:33, time: 0.370, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0405, loss_cls: 0.1805, acc: 93.2761, loss_bbox: 0.2409, loss_mask: 0.2273, loss: 0.7145 +2024-05-27 23:18:06,948 - mmdet - INFO - Epoch [12][2050/7330] lr: 2.774e-07, eta: 0:32:15, time: 0.368, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0240, loss_rpn_bbox: 0.0414, loss_cls: 0.1783, acc: 93.2217, loss_bbox: 0.2380, loss_mask: 0.2260, loss: 0.7077 +2024-05-27 23:18:25,374 - mmdet - INFO - Epoch [12][2100/7330] lr: 2.774e-07, eta: 0:31:56, time: 0.369, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0409, loss_cls: 0.1764, acc: 93.3962, loss_bbox: 0.2299, loss_mask: 0.2256, loss: 0.6964 +2024-05-27 23:18:43,795 - mmdet - INFO - Epoch [12][2150/7330] lr: 2.774e-07, eta: 0:31:38, time: 0.368, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0407, loss_cls: 0.1749, acc: 93.3818, loss_bbox: 0.2324, loss_mask: 0.2229, loss: 0.6940 +2024-05-27 23:19:02,238 - mmdet - INFO - Epoch [12][2200/7330] lr: 2.774e-07, eta: 0:31:20, time: 0.369, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0405, loss_cls: 0.1820, acc: 93.1606, loss_bbox: 0.2382, loss_mask: 0.2267, loss: 0.7101 +2024-05-27 23:19:20,685 - mmdet - INFO - Epoch [12][2250/7330] lr: 2.774e-07, eta: 0:31:01, time: 0.369, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0393, loss_cls: 0.1793, acc: 93.3005, loss_bbox: 0.2319, loss_mask: 0.2271, loss: 0.7008 +2024-05-27 23:19:39,164 - mmdet - INFO - Epoch [12][2300/7330] lr: 2.774e-07, eta: 0:30:43, time: 0.370, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0400, loss_cls: 0.1758, acc: 93.2808, loss_bbox: 0.2362, loss_mask: 0.2273, loss: 0.7025 +2024-05-27 23:19:57,668 - mmdet - INFO - Epoch [12][2350/7330] lr: 2.774e-07, eta: 0:30:25, time: 0.370, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0447, loss_cls: 0.1869, acc: 92.9968, loss_bbox: 0.2486, loss_mask: 0.2322, loss: 0.7381 +2024-05-27 23:20:16,128 - mmdet - INFO - Epoch [12][2400/7330] lr: 2.774e-07, eta: 0:30:07, time: 0.369, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0233, loss_rpn_bbox: 0.0403, loss_cls: 0.1760, acc: 93.2144, loss_bbox: 0.2376, loss_mask: 0.2202, loss: 0.6973 +2024-05-27 23:20:34,745 - mmdet - INFO - Epoch [12][2450/7330] lr: 2.774e-07, eta: 0:29:48, time: 0.372, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0430, loss_cls: 0.1887, acc: 92.9023, loss_bbox: 0.2450, loss_mask: 0.2277, loss: 0.7301 +2024-05-27 23:20:53,294 - mmdet - INFO - Epoch [12][2500/7330] lr: 2.774e-07, eta: 0:29:30, time: 0.371, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0238, loss_rpn_bbox: 0.0407, loss_cls: 0.1774, acc: 93.2468, loss_bbox: 0.2360, loss_mask: 0.2262, loss: 0.7041 +2024-05-27 23:21:11,872 - mmdet - INFO - Epoch [12][2550/7330] lr: 2.774e-07, eta: 0:29:12, time: 0.372, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0400, loss_cls: 0.1775, acc: 93.2649, loss_bbox: 0.2401, loss_mask: 0.2315, loss: 0.7121 +2024-05-27 23:21:30,479 - mmdet - INFO - Epoch [12][2600/7330] lr: 2.774e-07, eta: 0:28:53, time: 0.372, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0404, loss_cls: 0.1780, acc: 93.2920, loss_bbox: 0.2341, loss_mask: 0.2230, loss: 0.6991 +2024-05-27 23:21:48,973 - mmdet - INFO - Epoch [12][2650/7330] lr: 2.774e-07, eta: 0:28:35, time: 0.370, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0407, loss_cls: 0.1738, acc: 93.3997, loss_bbox: 0.2359, loss_mask: 0.2302, loss: 0.7043 +2024-05-27 23:22:07,423 - mmdet - INFO - Epoch [12][2700/7330] lr: 2.774e-07, eta: 0:28:17, time: 0.369, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0251, loss_rpn_bbox: 0.0394, loss_cls: 0.1770, acc: 93.2595, loss_bbox: 0.2337, loss_mask: 0.2214, loss: 0.6966 +2024-05-27 23:22:25,949 - mmdet - INFO - Epoch [12][2750/7330] lr: 2.774e-07, eta: 0:27:58, time: 0.371, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0400, loss_cls: 0.1743, acc: 93.4272, loss_bbox: 0.2326, loss_mask: 0.2211, loss: 0.6899 +2024-05-27 23:22:44,345 - mmdet - INFO - Epoch [12][2800/7330] lr: 2.774e-07, eta: 0:27:40, time: 0.368, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0431, loss_cls: 0.1826, acc: 93.1777, loss_bbox: 0.2355, loss_mask: 0.2258, loss: 0.7127 +2024-05-27 23:23:02,945 - mmdet - INFO - Epoch [12][2850/7330] lr: 2.774e-07, eta: 0:27:22, time: 0.372, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0420, loss_cls: 0.1818, acc: 93.0999, loss_bbox: 0.2430, loss_mask: 0.2270, loss: 0.7187 +2024-05-27 23:23:21,303 - mmdet - INFO - Epoch [12][2900/7330] lr: 2.774e-07, eta: 0:27:03, time: 0.367, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0410, loss_cls: 0.1747, acc: 93.4236, loss_bbox: 0.2312, loss_mask: 0.2248, loss: 0.6961 +2024-05-27 23:23:39,679 - mmdet - INFO - Epoch [12][2950/7330] lr: 2.774e-07, eta: 0:26:45, time: 0.368, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0383, loss_cls: 0.1652, acc: 93.6096, loss_bbox: 0.2210, loss_mask: 0.2160, loss: 0.6632 +2024-05-27 23:23:58,092 - mmdet - INFO - Epoch [12][3000/7330] lr: 2.774e-07, eta: 0:26:27, time: 0.368, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0403, loss_cls: 0.1832, acc: 93.0493, loss_bbox: 0.2417, loss_mask: 0.2249, loss: 0.7148 +2024-05-27 23:24:16,506 - mmdet - INFO - Epoch [12][3050/7330] lr: 2.774e-07, eta: 0:26:08, time: 0.368, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0410, loss_cls: 0.1785, acc: 93.1697, loss_bbox: 0.2361, loss_mask: 0.2235, loss: 0.7034 +2024-05-27 23:24:35,150 - mmdet - INFO - Epoch [12][3100/7330] lr: 2.774e-07, eta: 0:25:50, time: 0.373, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0240, loss_rpn_bbox: 0.0417, loss_cls: 0.1832, acc: 93.0588, loss_bbox: 0.2415, loss_mask: 0.2281, loss: 0.7186 +2024-05-27 23:24:53,676 - mmdet - INFO - Epoch [12][3150/7330] lr: 2.774e-07, eta: 0:25:32, time: 0.371, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0408, loss_cls: 0.1787, acc: 93.1741, loss_bbox: 0.2396, loss_mask: 0.2251, loss: 0.7090 +2024-05-27 23:25:12,128 - mmdet - INFO - Epoch [12][3200/7330] lr: 2.774e-07, eta: 0:25:13, time: 0.369, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0388, loss_cls: 0.1783, acc: 93.2871, loss_bbox: 0.2349, loss_mask: 0.2302, loss: 0.7064 +2024-05-27 23:25:30,556 - mmdet - INFO - Epoch [12][3250/7330] lr: 2.774e-07, eta: 0:24:55, time: 0.369, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0395, loss_cls: 0.1799, acc: 93.1860, loss_bbox: 0.2345, loss_mask: 0.2248, loss: 0.7041 +2024-05-27 23:25:49,085 - mmdet - INFO - Epoch [12][3300/7330] lr: 2.774e-07, eta: 0:24:37, time: 0.371, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0369, loss_cls: 0.1690, acc: 93.6162, loss_bbox: 0.2250, loss_mask: 0.2210, loss: 0.6739 +2024-05-27 23:26:07,596 - mmdet - INFO - Epoch [12][3350/7330] lr: 2.774e-07, eta: 0:24:18, time: 0.370, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0435, loss_cls: 0.1857, acc: 92.8726, loss_bbox: 0.2469, loss_mask: 0.2325, loss: 0.7343 +2024-05-27 23:26:26,030 - mmdet - INFO - Epoch [12][3400/7330] lr: 2.774e-07, eta: 0:24:00, time: 0.369, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0414, loss_cls: 0.1792, acc: 93.2957, loss_bbox: 0.2367, loss_mask: 0.2243, loss: 0.7070 +2024-05-27 23:26:44,427 - mmdet - INFO - Epoch [12][3450/7330] lr: 2.774e-07, eta: 0:23:42, time: 0.368, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0404, loss_cls: 0.1788, acc: 93.2271, loss_bbox: 0.2359, loss_mask: 0.2257, loss: 0.7043 +2024-05-27 23:27:02,835 - mmdet - INFO - Epoch [12][3500/7330] lr: 2.774e-07, eta: 0:23:23, time: 0.368, data_time: 0.018, memory: 7919, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0400, loss_cls: 0.1801, acc: 93.2661, loss_bbox: 0.2352, loss_mask: 0.2233, loss: 0.7040 +2024-05-27 23:27:21,241 - mmdet - INFO - Epoch [12][3550/7330] lr: 2.774e-07, eta: 0:23:05, time: 0.368, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0245, loss_rpn_bbox: 0.0419, loss_cls: 0.1817, acc: 93.1116, loss_bbox: 0.2418, loss_mask: 0.2323, loss: 0.7222 +2024-05-27 23:27:39,610 - mmdet - INFO - Epoch [12][3600/7330] lr: 2.774e-07, eta: 0:22:47, time: 0.367, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0402, loss_cls: 0.1738, acc: 93.3960, loss_bbox: 0.2335, loss_mask: 0.2223, loss: 0.6938 +2024-05-27 23:27:58,053 - mmdet - INFO - Epoch [12][3650/7330] lr: 2.774e-07, eta: 0:22:29, time: 0.369, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0234, loss_rpn_bbox: 0.0390, loss_cls: 0.1766, acc: 93.3511, loss_bbox: 0.2334, loss_mask: 0.2259, loss: 0.6984 +2024-05-27 23:28:16,512 - mmdet - INFO - Epoch [12][3700/7330] lr: 2.774e-07, eta: 0:22:10, time: 0.369, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0371, loss_cls: 0.1729, acc: 93.4871, loss_bbox: 0.2277, loss_mask: 0.2206, loss: 0.6809 +2024-05-27 23:28:35,027 - mmdet - INFO - Epoch [12][3750/7330] lr: 2.774e-07, eta: 0:21:52, time: 0.370, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0244, loss_rpn_bbox: 0.0379, loss_cls: 0.1741, acc: 93.4009, loss_bbox: 0.2302, loss_mask: 0.2173, loss: 0.6839 +2024-05-27 23:28:53,544 - mmdet - INFO - Epoch [12][3800/7330] lr: 2.774e-07, eta: 0:21:34, time: 0.370, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0402, loss_cls: 0.1799, acc: 93.1379, loss_bbox: 0.2377, loss_mask: 0.2263, loss: 0.7066 +2024-05-27 23:29:12,064 - mmdet - INFO - Epoch [12][3850/7330] lr: 2.774e-07, eta: 0:21:15, time: 0.370, data_time: 0.020, memory: 7919, loss_rpn_cls: 0.0244, loss_rpn_bbox: 0.0416, loss_cls: 0.1792, acc: 93.2488, loss_bbox: 0.2435, loss_mask: 0.2287, loss: 0.7175 +2024-05-27 23:29:30,460 - mmdet - INFO - Epoch [12][3900/7330] lr: 2.774e-07, eta: 0:20:57, time: 0.368, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0396, loss_cls: 0.1752, acc: 93.4001, loss_bbox: 0.2345, loss_mask: 0.2206, loss: 0.6938 +2024-05-27 23:29:48,999 - mmdet - INFO - Epoch [12][3950/7330] lr: 2.774e-07, eta: 0:20:39, time: 0.371, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0241, loss_rpn_bbox: 0.0407, loss_cls: 0.1846, acc: 93.1052, loss_bbox: 0.2399, loss_mask: 0.2277, loss: 0.7169 +2024-05-27 23:30:07,608 - mmdet - INFO - Epoch [12][4000/7330] lr: 2.774e-07, eta: 0:20:20, time: 0.372, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0238, loss_rpn_bbox: 0.0405, loss_cls: 0.1753, acc: 93.3525, loss_bbox: 0.2371, loss_mask: 0.2300, loss: 0.7066 +2024-05-27 23:30:26,268 - mmdet - INFO - Epoch [12][4050/7330] lr: 2.774e-07, eta: 0:20:02, time: 0.373, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0450, loss_cls: 0.1872, acc: 93.0098, loss_bbox: 0.2449, loss_mask: 0.2335, loss: 0.7391 +2024-05-27 23:30:44,740 - mmdet - INFO - Epoch [12][4100/7330] lr: 2.774e-07, eta: 0:19:44, time: 0.369, data_time: 0.013, memory: 7919, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0406, loss_cls: 0.1742, acc: 93.3027, loss_bbox: 0.2341, loss_mask: 0.2238, loss: 0.6950 +2024-05-27 23:31:03,394 - mmdet - INFO - Epoch [12][4150/7330] lr: 2.774e-07, eta: 0:19:25, time: 0.373, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0395, loss_cls: 0.1745, acc: 93.3772, loss_bbox: 0.2357, loss_mask: 0.2236, loss: 0.6986 +2024-05-27 23:31:21,805 - mmdet - INFO - Epoch [12][4200/7330] lr: 2.774e-07, eta: 0:19:07, time: 0.368, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0411, loss_cls: 0.1805, acc: 93.1641, loss_bbox: 0.2388, loss_mask: 0.2286, loss: 0.7125 +2024-05-27 23:31:40,205 - mmdet - INFO - Epoch [12][4250/7330] lr: 2.774e-07, eta: 0:18:49, time: 0.368, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0409, loss_cls: 0.1793, acc: 93.2493, loss_bbox: 0.2397, loss_mask: 0.2262, loss: 0.7108 +2024-05-27 23:31:58,795 - mmdet - INFO - Epoch [12][4300/7330] lr: 2.774e-07, eta: 0:18:30, time: 0.372, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0427, loss_cls: 0.1844, acc: 93.0522, loss_bbox: 0.2410, loss_mask: 0.2277, loss: 0.7227 +2024-05-27 23:32:17,265 - mmdet - INFO - Epoch [12][4350/7330] lr: 2.774e-07, eta: 0:18:12, time: 0.369, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0413, loss_cls: 0.1819, acc: 93.1519, loss_bbox: 0.2397, loss_mask: 0.2284, loss: 0.7161 +2024-05-27 23:32:35,624 - mmdet - INFO - Epoch [12][4400/7330] lr: 2.774e-07, eta: 0:17:54, time: 0.367, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0378, loss_cls: 0.1720, acc: 93.4668, loss_bbox: 0.2358, loss_mask: 0.2230, loss: 0.6904 +2024-05-27 23:32:54,051 - mmdet - INFO - Epoch [12][4450/7330] lr: 2.774e-07, eta: 0:17:35, time: 0.369, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0240, loss_rpn_bbox: 0.0404, loss_cls: 0.1760, acc: 93.3901, loss_bbox: 0.2313, loss_mask: 0.2265, loss: 0.6981 +2024-05-27 23:33:12,638 - mmdet - INFO - Epoch [12][4500/7330] lr: 2.774e-07, eta: 0:17:17, time: 0.372, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0408, loss_cls: 0.1783, acc: 93.1506, loss_bbox: 0.2384, loss_mask: 0.2246, loss: 0.7075 +2024-05-27 23:33:30,938 - mmdet - INFO - Epoch [12][4550/7330] lr: 2.774e-07, eta: 0:16:59, time: 0.366, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0396, loss_cls: 0.1716, acc: 93.5581, loss_bbox: 0.2228, loss_mask: 0.2225, loss: 0.6793 +2024-05-27 23:33:49,335 - mmdet - INFO - Epoch [12][4600/7330] lr: 2.774e-07, eta: 0:16:40, time: 0.368, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0397, loss_cls: 0.1759, acc: 93.4299, loss_bbox: 0.2325, loss_mask: 0.2230, loss: 0.6923 +2024-05-27 23:34:07,659 - mmdet - INFO - Epoch [12][4650/7330] lr: 2.774e-07, eta: 0:16:22, time: 0.366, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0398, loss_cls: 0.1749, acc: 93.4080, loss_bbox: 0.2299, loss_mask: 0.2274, loss: 0.6980 +2024-05-27 23:34:26,150 - mmdet - INFO - Epoch [12][4700/7330] lr: 2.774e-07, eta: 0:16:04, time: 0.370, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0398, loss_cls: 0.1708, acc: 93.5190, loss_bbox: 0.2266, loss_mask: 0.2258, loss: 0.6873 +2024-05-27 23:34:44,526 - mmdet - INFO - Epoch [12][4750/7330] lr: 2.774e-07, eta: 0:15:45, time: 0.368, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0441, loss_cls: 0.1802, acc: 93.1570, loss_bbox: 0.2350, loss_mask: 0.2298, loss: 0.7128 +2024-05-27 23:35:02,884 - mmdet - INFO - Epoch [12][4800/7330] lr: 2.774e-07, eta: 0:15:27, time: 0.367, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0404, loss_cls: 0.1747, acc: 93.3406, loss_bbox: 0.2347, loss_mask: 0.2214, loss: 0.6947 +2024-05-27 23:35:21,230 - mmdet - INFO - Epoch [12][4850/7330] lr: 2.774e-07, eta: 0:15:09, time: 0.367, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0424, loss_cls: 0.1818, acc: 93.1863, loss_bbox: 0.2411, loss_mask: 0.2365, loss: 0.7281 +2024-05-27 23:35:42,423 - mmdet - INFO - Epoch [12][4900/7330] lr: 2.774e-07, eta: 0:14:50, time: 0.424, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0402, loss_cls: 0.1717, acc: 93.5037, loss_bbox: 0.2343, loss_mask: 0.2220, loss: 0.6906 +2024-05-27 23:36:00,716 - mmdet - INFO - Epoch [12][4950/7330] lr: 2.774e-07, eta: 0:14:32, time: 0.366, data_time: 0.019, memory: 7919, loss_rpn_cls: 0.0233, loss_rpn_bbox: 0.0390, loss_cls: 0.1752, acc: 93.3616, loss_bbox: 0.2272, loss_mask: 0.2178, loss: 0.6825 +2024-05-27 23:36:19,308 - mmdet - INFO - Epoch [12][5000/7330] lr: 2.774e-07, eta: 0:14:14, time: 0.372, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0244, loss_rpn_bbox: 0.0426, loss_cls: 0.1870, acc: 92.9988, loss_bbox: 0.2512, loss_mask: 0.2315, loss: 0.7366 +2024-05-27 23:36:37,758 - mmdet - INFO - Epoch [12][5050/7330] lr: 2.774e-07, eta: 0:13:55, time: 0.369, data_time: 0.020, memory: 7919, loss_rpn_cls: 0.0238, loss_rpn_bbox: 0.0389, loss_cls: 0.1764, acc: 93.3767, loss_bbox: 0.2369, loss_mask: 0.2271, loss: 0.7030 +2024-05-27 23:36:56,121 - mmdet - INFO - Epoch [12][5100/7330] lr: 2.774e-07, eta: 0:13:37, time: 0.367, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0244, loss_rpn_bbox: 0.0400, loss_cls: 0.1759, acc: 93.4211, loss_bbox: 0.2280, loss_mask: 0.2194, loss: 0.6877 +2024-05-27 23:37:14,590 - mmdet - INFO - Epoch [12][5150/7330] lr: 2.774e-07, eta: 0:13:19, time: 0.369, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0397, loss_cls: 0.1752, acc: 93.3320, loss_bbox: 0.2312, loss_mask: 0.2297, loss: 0.6996 +2024-05-27 23:37:33,004 - mmdet - INFO - Epoch [12][5200/7330] lr: 2.774e-07, eta: 0:13:00, time: 0.368, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0238, loss_rpn_bbox: 0.0397, loss_cls: 0.1733, acc: 93.4397, loss_bbox: 0.2320, loss_mask: 0.2224, loss: 0.6912 +2024-05-27 23:37:51,553 - mmdet - INFO - Epoch [12][5250/7330] lr: 2.774e-07, eta: 0:12:42, time: 0.371, data_time: 0.018, memory: 7919, loss_rpn_cls: 0.0246, loss_rpn_bbox: 0.0444, loss_cls: 0.1802, acc: 93.0891, loss_bbox: 0.2393, loss_mask: 0.2228, loss: 0.7113 +2024-05-27 23:38:09,980 - mmdet - INFO - Epoch [12][5300/7330] lr: 2.774e-07, eta: 0:12:24, time: 0.369, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0390, loss_cls: 0.1690, acc: 93.5740, loss_bbox: 0.2265, loss_mask: 0.2241, loss: 0.6812 +2024-05-27 23:38:28,479 - mmdet - INFO - Epoch [12][5350/7330] lr: 2.774e-07, eta: 0:12:05, time: 0.370, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0408, loss_cls: 0.1798, acc: 93.1260, loss_bbox: 0.2375, loss_mask: 0.2238, loss: 0.7047 +2024-05-27 23:38:46,938 - mmdet - INFO - Epoch [12][5400/7330] lr: 2.774e-07, eta: 0:11:47, time: 0.369, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0397, loss_cls: 0.1792, acc: 93.2827, loss_bbox: 0.2354, loss_mask: 0.2266, loss: 0.7069 +2024-05-27 23:39:05,465 - mmdet - INFO - Epoch [12][5450/7330] lr: 2.774e-07, eta: 0:11:29, time: 0.371, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0422, loss_cls: 0.1849, acc: 93.0286, loss_bbox: 0.2395, loss_mask: 0.2251, loss: 0.7174 +2024-05-27 23:39:23,843 - mmdet - INFO - Epoch [12][5500/7330] lr: 2.774e-07, eta: 0:11:11, time: 0.368, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0398, loss_cls: 0.1781, acc: 93.2217, loss_bbox: 0.2296, loss_mask: 0.2216, loss: 0.6932 +2024-05-27 23:39:42,251 - mmdet - INFO - Epoch [12][5550/7330] lr: 2.774e-07, eta: 0:10:52, time: 0.368, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0385, loss_cls: 0.1778, acc: 93.2288, loss_bbox: 0.2391, loss_mask: 0.2244, loss: 0.7016 +2024-05-27 23:40:00,766 - mmdet - INFO - Epoch [12][5600/7330] lr: 2.774e-07, eta: 0:10:34, time: 0.370, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0372, loss_cls: 0.1706, acc: 93.4844, loss_bbox: 0.2283, loss_mask: 0.2197, loss: 0.6774 +2024-05-27 23:40:19,131 - mmdet - INFO - Epoch [12][5650/7330] lr: 2.774e-07, eta: 0:10:16, time: 0.367, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0415, loss_cls: 0.1816, acc: 93.1196, loss_bbox: 0.2395, loss_mask: 0.2251, loss: 0.7133 +2024-05-27 23:40:37,614 - mmdet - INFO - Epoch [12][5700/7330] lr: 2.774e-07, eta: 0:09:57, time: 0.370, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0387, loss_cls: 0.1787, acc: 93.2832, loss_bbox: 0.2337, loss_mask: 0.2237, loss: 0.6960 +2024-05-27 23:40:56,099 - mmdet - INFO - Epoch [12][5750/7330] lr: 2.774e-07, eta: 0:09:39, time: 0.370, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0426, loss_cls: 0.1802, acc: 93.1719, loss_bbox: 0.2396, loss_mask: 0.2280, loss: 0.7156 +2024-05-27 23:41:14,582 - mmdet - INFO - Epoch [12][5800/7330] lr: 2.774e-07, eta: 0:09:21, time: 0.370, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0447, loss_cls: 0.1880, acc: 92.7996, loss_bbox: 0.2518, loss_mask: 0.2281, loss: 0.7382 +2024-05-27 23:41:33,082 - mmdet - INFO - Epoch [12][5850/7330] lr: 2.774e-07, eta: 0:09:02, time: 0.370, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0246, loss_rpn_bbox: 0.0430, loss_cls: 0.1851, acc: 93.0020, loss_bbox: 0.2434, loss_mask: 0.2272, loss: 0.7233 +2024-05-27 23:41:51,514 - mmdet - INFO - Epoch [12][5900/7330] lr: 2.774e-07, eta: 0:08:44, time: 0.369, data_time: 0.018, memory: 7919, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0431, loss_cls: 0.1815, acc: 93.1003, loss_bbox: 0.2360, loss_mask: 0.2247, loss: 0.7112 +2024-05-27 23:42:09,946 - mmdet - INFO - Epoch [12][5950/7330] lr: 2.774e-07, eta: 0:08:26, time: 0.369, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0418, loss_cls: 0.1784, acc: 93.2146, loss_bbox: 0.2377, loss_mask: 0.2279, loss: 0.7114 +2024-05-27 23:42:28,475 - mmdet - INFO - Epoch [12][6000/7330] lr: 2.774e-07, eta: 0:08:07, time: 0.371, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0401, loss_cls: 0.1820, acc: 93.0500, loss_bbox: 0.2421, loss_mask: 0.2266, loss: 0.7132 +2024-05-27 23:42:47,061 - mmdet - INFO - Epoch [12][6050/7330] lr: 2.774e-07, eta: 0:07:49, time: 0.372, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0417, loss_cls: 0.1764, acc: 93.3645, loss_bbox: 0.2339, loss_mask: 0.2244, loss: 0.7025 +2024-05-27 23:43:05,388 - mmdet - INFO - Epoch [12][6100/7330] lr: 2.774e-07, eta: 0:07:31, time: 0.367, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0383, loss_cls: 0.1802, acc: 93.3037, loss_bbox: 0.2313, loss_mask: 0.2270, loss: 0.7040 +2024-05-27 23:43:23,979 - mmdet - INFO - Epoch [12][6150/7330] lr: 2.774e-07, eta: 0:07:12, time: 0.372, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0416, loss_cls: 0.1749, acc: 93.2683, loss_bbox: 0.2382, loss_mask: 0.2261, loss: 0.7051 +2024-05-27 23:43:42,540 - mmdet - INFO - Epoch [12][6200/7330] lr: 2.774e-07, eta: 0:06:54, time: 0.371, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0427, loss_cls: 0.1860, acc: 92.8779, loss_bbox: 0.2442, loss_mask: 0.2263, loss: 0.7247 +2024-05-27 23:44:00,905 - mmdet - INFO - Epoch [12][6250/7330] lr: 2.774e-07, eta: 0:06:36, time: 0.367, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0412, loss_cls: 0.1810, acc: 93.1853, loss_bbox: 0.2377, loss_mask: 0.2291, loss: 0.7147 +2024-05-27 23:44:19,499 - mmdet - INFO - Epoch [12][6300/7330] lr: 2.774e-07, eta: 0:06:17, time: 0.372, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0430, loss_cls: 0.1853, acc: 93.0708, loss_bbox: 0.2454, loss_mask: 0.2280, loss: 0.7266 +2024-05-27 23:44:38,119 - mmdet - INFO - Epoch [12][6350/7330] lr: 2.774e-07, eta: 0:05:59, time: 0.372, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0409, loss_cls: 0.1816, acc: 93.2500, loss_bbox: 0.2383, loss_mask: 0.2303, loss: 0.7142 +2024-05-27 23:44:56,745 - mmdet - INFO - Epoch [12][6400/7330] lr: 2.774e-07, eta: 0:05:41, time: 0.373, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0404, loss_cls: 0.1816, acc: 93.0811, loss_bbox: 0.2440, loss_mask: 0.2284, loss: 0.7180 +2024-05-27 23:45:15,163 - mmdet - INFO - Epoch [12][6450/7330] lr: 2.774e-07, eta: 0:05:22, time: 0.368, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0401, loss_cls: 0.1771, acc: 93.3262, loss_bbox: 0.2323, loss_mask: 0.2286, loss: 0.7022 +2024-05-27 23:45:36,212 - mmdet - INFO - Epoch [12][6500/7330] lr: 2.774e-07, eta: 0:05:04, time: 0.421, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0407, loss_cls: 0.1742, acc: 93.3306, loss_bbox: 0.2362, loss_mask: 0.2280, loss: 0.7027 +2024-05-27 23:45:54,649 - mmdet - INFO - Epoch [12][6550/7330] lr: 2.774e-07, eta: 0:04:46, time: 0.369, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0401, loss_cls: 0.1768, acc: 93.3752, loss_bbox: 0.2314, loss_mask: 0.2238, loss: 0.6963 +2024-05-27 23:46:12,955 - mmdet - INFO - Epoch [12][6600/7330] lr: 2.774e-07, eta: 0:04:27, time: 0.366, data_time: 0.013, memory: 7919, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0375, loss_cls: 0.1695, acc: 93.6711, loss_bbox: 0.2231, loss_mask: 0.2180, loss: 0.6693 +2024-05-27 23:46:31,387 - mmdet - INFO - Epoch [12][6650/7330] lr: 2.774e-07, eta: 0:04:09, time: 0.369, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0373, loss_cls: 0.1740, acc: 93.5244, loss_bbox: 0.2282, loss_mask: 0.2222, loss: 0.6835 +2024-05-27 23:46:49,826 - mmdet - INFO - Epoch [12][6700/7330] lr: 2.774e-07, eta: 0:03:51, time: 0.369, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0403, loss_cls: 0.1824, acc: 93.1960, loss_bbox: 0.2373, loss_mask: 0.2302, loss: 0.7192 +2024-05-27 23:47:08,394 - mmdet - INFO - Epoch [12][6750/7330] lr: 2.774e-07, eta: 0:03:32, time: 0.371, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0415, loss_cls: 0.1791, acc: 93.2207, loss_bbox: 0.2414, loss_mask: 0.2249, loss: 0.7115 +2024-05-27 23:47:26,927 - mmdet - INFO - Epoch [12][6800/7330] lr: 2.774e-07, eta: 0:03:14, time: 0.371, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0392, loss_cls: 0.1760, acc: 93.3486, loss_bbox: 0.2320, loss_mask: 0.2193, loss: 0.6887 +2024-05-27 23:47:45,346 - mmdet - INFO - Epoch [12][6850/7330] lr: 2.774e-07, eta: 0:02:56, time: 0.368, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0406, loss_cls: 0.1749, acc: 93.3401, loss_bbox: 0.2315, loss_mask: 0.2231, loss: 0.6932 +2024-05-27 23:48:03,829 - mmdet - INFO - Epoch [12][6900/7330] lr: 2.774e-07, eta: 0:02:37, time: 0.370, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0396, loss_cls: 0.1742, acc: 93.3210, loss_bbox: 0.2377, loss_mask: 0.2230, loss: 0.6980 +2024-05-27 23:48:22,423 - mmdet - INFO - Epoch [12][6950/7330] lr: 2.774e-07, eta: 0:02:19, time: 0.372, data_time: 0.017, memory: 7919, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0419, loss_cls: 0.1794, acc: 93.1323, loss_bbox: 0.2386, loss_mask: 0.2271, loss: 0.7118 +2024-05-27 23:48:40,970 - mmdet - INFO - Epoch [12][7000/7330] lr: 2.774e-07, eta: 0:02:01, time: 0.371, data_time: 0.016, memory: 7919, loss_rpn_cls: 0.0244, loss_rpn_bbox: 0.0412, loss_cls: 0.1847, acc: 92.9524, loss_bbox: 0.2455, loss_mask: 0.2272, loss: 0.7230 +2024-05-27 23:48:59,419 - mmdet - INFO - Epoch [12][7050/7330] lr: 2.774e-07, eta: 0:01:42, time: 0.369, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0370, loss_cls: 0.1633, acc: 93.8477, loss_bbox: 0.2227, loss_mask: 0.2200, loss: 0.6637 +2024-05-27 23:49:17,939 - mmdet - INFO - Epoch [12][7100/7330] lr: 2.774e-07, eta: 0:01:24, time: 0.371, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0431, loss_cls: 0.1857, acc: 92.9932, loss_bbox: 0.2436, loss_mask: 0.2300, loss: 0.7288 +2024-05-27 23:49:36,410 - mmdet - INFO - Epoch [12][7150/7330] lr: 2.774e-07, eta: 0:01:06, time: 0.369, data_time: 0.014, memory: 7919, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0423, loss_cls: 0.1817, acc: 93.0637, loss_bbox: 0.2447, loss_mask: 0.2304, loss: 0.7248 +2024-05-27 23:49:54,835 - mmdet - INFO - Epoch [12][7200/7330] lr: 2.774e-07, eta: 0:00:47, time: 0.368, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0234, loss_rpn_bbox: 0.0388, loss_cls: 0.1743, acc: 93.4231, loss_bbox: 0.2265, loss_mask: 0.2278, loss: 0.6908 +2024-05-27 23:50:13,328 - mmdet - INFO - Epoch [12][7250/7330] lr: 2.774e-07, eta: 0:00:29, time: 0.370, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0407, loss_cls: 0.1848, acc: 93.1316, loss_bbox: 0.2420, loss_mask: 0.2271, loss: 0.7188 +2024-05-27 23:50:31,744 - mmdet - INFO - Epoch [12][7300/7330] lr: 2.774e-07, eta: 0:00:11, time: 0.368, data_time: 0.015, memory: 7919, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0362, loss_cls: 0.1636, acc: 93.8308, loss_bbox: 0.2175, loss_mask: 0.2161, loss: 0.6549 +2024-05-27 23:50:43,600 - mmdet - INFO - Saving checkpoint at 12 epochs +2024-05-27 23:51:37,146 - mmdet - INFO - Evaluating bbox... +2024-05-27 23:51:58,516 - 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 ] = 0.710 + Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.517 + Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.291 + Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.514 + Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.631 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.586 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.586 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.586 + Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.395 + Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.640 + Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.747 + +2024-05-27 23:51:58,516 - mmdet - INFO - Evaluating segm... +2024-05-27 23:52:25,489 - mmdet - INFO - + Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.425 + Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.673 + Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.456 + Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.214 + Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.468 + Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.649 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.539 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.539 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.539 + Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.333 + Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.593 + Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.730 + +2024-05-27 23:52:25,817 - mmdet - INFO - Exp name: mask_rcnn_deit_vit_l_fpn_1x_coco_bs16.py +2024-05-27 23:52:25,818 - mmdet - INFO - Epoch(val) [12][625] bbox_mAP: 0.4670, bbox_mAP_50: 0.7100, bbox_mAP_75: 0.5170, bbox_mAP_s: 0.2910, bbox_mAP_m: 0.5140, bbox_mAP_l: 0.6310, bbox_mAP_copypaste: 0.467 0.710 0.517 0.291 0.514 0.631, segm_mAP: 0.4250, segm_mAP_50: 0.6730, segm_mAP_75: 0.4560, segm_mAP_s: 0.2140, segm_mAP_m: 0.4680, segm_mAP_l: 0.6490, segm_mAP_copypaste: 0.425 0.673 0.456 0.214 0.468 0.649