2024-05-27 14:28:02,258 - 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 14:28:02,596 - mmdet - INFO - Distributed training: True 2024-05-27 14:28:02,923 - 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=768, depth=12, num_heads=12, mlp_ratio=4.0, qkv_bias=True, drop_path_rate=0.15, init_scale=1, with_fpn=True, out_indices=[11], output_dtype='float32', window_attn=[ 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], use_flash_attn=True, pretrained='./pretrained/deit_3_base_224_21k.pth'), neck=dict( type='FPN', in_channels=[768, 768, 768, 768], 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=12, 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_base_224_21k.pth' custom_imports = dict( imports=['mmdet.mmcv_custom'], allow_failed_imports=False) work_dir = './work_dirs/mask_rcnn_deit_vit_b_fpn_1x_coco_bs16' auto_resume = True gpu_ids = range(0, 8) 2024-05-27 14:28:08,107 - mmdet - INFO - Set random seed to 1260420511, deterministic: False 2024-05-27 14:28:11,315 - mmdet - INFO - _IncompatibleKeys(missing_keys=[], unexpected_keys=['cls_token', 'norm.weight', 'norm.bias', 'head.weight', 'head.bias']) 2024-05-27 14:28:11,613 - mmdet - INFO - initialize FPN with init_cfg {'type': 'Xavier', 'layer': 'Conv2d', 'distribution': 'uniform'} 2024-05-27 14:28:12,225 - mmdet - INFO - initialize RPNHead with init_cfg {'type': 'Normal', 'layer': 'Conv2d', 'std': 0.01} 2024-05-27 14:28:12,300 - 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, 768]): The value is the same before and after calling `init_weights` of MaskRCNN backbone.patch_embed.proj.weight - torch.Size([768, 3, 16, 16]): The value is the same before and after calling `init_weights` of MaskRCNN backbone.patch_embed.proj.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of MaskRCNN backbone.blocks.0.gamma_1 - torch.Size([768]): The value is the same before and after calling `init_weights` of MaskRCNN backbone.blocks.0.gamma_2 - torch.Size([768]): The value is the same before and after calling `init_weights` of MaskRCNN backbone.blocks.0.norm1.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of MaskRCNN backbone.blocks.0.norm1.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of MaskRCNN backbone.blocks.0.attn.qkv.weight - torch.Size([2304, 768]): The value is the same before and after calling `init_weights` of MaskRCNN backbone.blocks.0.attn.qkv.bias - torch.Size([2304]): The value is the same before and after calling `init_weights` of MaskRCNN backbone.blocks.0.attn.proj.weight - torch.Size([768, 768]): The value is the same before and after calling `init_weights` of MaskRCNN backbone.blocks.0.attn.proj.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of MaskRCNN backbone.blocks.0.norm2.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of MaskRCNN backbone.blocks.0.norm2.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of MaskRCNN backbone.blocks.0.mlp.fc1.weight - torch.Size([3072, 768]): The value is the same before and after calling `init_weights` of MaskRCNN backbone.blocks.0.mlp.fc1.bias - torch.Size([3072]): The value is the same before and after calling `init_weights` of MaskRCNN backbone.blocks.0.mlp.fc2.weight - torch.Size([768, 3072]): The value is the same before and after calling `init_weights` of MaskRCNN backbone.blocks.0.mlp.fc2.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of MaskRCNN backbone.blocks.1.gamma_1 - torch.Size([768]): The value is the same before and after calling `init_weights` of MaskRCNN backbone.blocks.1.gamma_2 - torch.Size([768]): The value is the same before and after calling `init_weights` of MaskRCNN backbone.blocks.1.norm1.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of MaskRCNN backbone.blocks.1.norm1.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of MaskRCNN backbone.blocks.1.attn.qkv.weight - torch.Size([2304, 768]): The value is the same before and after calling `init_weights` of MaskRCNN backbone.blocks.1.attn.qkv.bias - torch.Size([2304]): The value is the same before and after calling `init_weights` of MaskRCNN backbone.blocks.1.attn.proj.weight - torch.Size([768, 768]): The value is the same before and after calling `init_weights` of MaskRCNN backbone.blocks.1.attn.proj.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of MaskRCNN backbone.blocks.1.norm2.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of MaskRCNN backbone.blocks.1.norm2.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of MaskRCNN backbone.blocks.1.mlp.fc1.weight - torch.Size([3072, 768]): The value is the same before and after calling `init_weights` of MaskRCNN backbone.blocks.1.mlp.fc1.bias - torch.Size([3072]): The value is the same before and after calling `init_weights` of MaskRCNN backbone.blocks.1.mlp.fc2.weight - torch.Size([768, 3072]): The value is the same before and after calling `init_weights` of MaskRCNN backbone.blocks.1.mlp.fc2.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of MaskRCNN backbone.blocks.2.gamma_1 - torch.Size([768]): The value is the same before and after calling `init_weights` of MaskRCNN backbone.blocks.2.gamma_2 - torch.Size([768]): The value is the same before and after calling `init_weights` of MaskRCNN backbone.blocks.2.norm1.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of MaskRCNN backbone.blocks.2.norm1.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of MaskRCNN backbone.blocks.2.attn.qkv.weight - torch.Size([2304, 768]): The value is the same before and after calling `init_weights` of MaskRCNN backbone.blocks.2.attn.qkv.bias - torch.Size([2304]): The value is the same before and after calling `init_weights` of MaskRCNN backbone.blocks.2.attn.proj.weight - torch.Size([768, 768]): The value is the same before and after calling `init_weights` of MaskRCNN backbone.blocks.2.attn.proj.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of MaskRCNN backbone.blocks.2.norm2.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of MaskRCNN backbone.blocks.2.norm2.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of MaskRCNN backbone.blocks.2.mlp.fc1.weight - torch.Size([3072, 768]): The value is the same before and after calling `init_weights` of MaskRCNN backbone.blocks.2.mlp.fc1.bias - torch.Size([3072]): The value is the same before and after calling `init_weights` of MaskRCNN backbone.blocks.2.mlp.fc2.weight - torch.Size([768, 3072]): The value is the same before and after calling `init_weights` of MaskRCNN backbone.blocks.2.mlp.fc2.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of MaskRCNN backbone.blocks.3.gamma_1 - torch.Size([768]): The value is the same before and after calling `init_weights` of MaskRCNN backbone.blocks.3.gamma_2 - torch.Size([768]): The value is the same before and after calling `init_weights` of MaskRCNN backbone.blocks.3.norm1.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of MaskRCNN backbone.blocks.3.norm1.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of MaskRCNN backbone.blocks.3.attn.qkv.weight - torch.Size([2304, 768]): The value is the same before and after calling `init_weights` of MaskRCNN backbone.blocks.3.attn.qkv.bias - torch.Size([2304]): The value is the same before and after calling `init_weights` of MaskRCNN backbone.blocks.3.attn.proj.weight - torch.Size([768, 768]): The value is the same before and after calling `init_weights` of MaskRCNN backbone.blocks.3.attn.proj.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of MaskRCNN backbone.blocks.3.norm2.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of MaskRCNN backbone.blocks.3.norm2.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of MaskRCNN backbone.blocks.3.mlp.fc1.weight - torch.Size([3072, 768]): The value is the same before and after calling `init_weights` of MaskRCNN backbone.blocks.3.mlp.fc1.bias - torch.Size([3072]): The value is the same before and after calling `init_weights` of MaskRCNN backbone.blocks.3.mlp.fc2.weight - torch.Size([768, 3072]): The value is the same before and after calling `init_weights` of MaskRCNN backbone.blocks.3.mlp.fc2.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of MaskRCNN backbone.blocks.4.gamma_1 - torch.Size([768]): The value is the same before and after calling `init_weights` of MaskRCNN backbone.blocks.4.gamma_2 - torch.Size([768]): The value is the same before and after calling `init_weights` of MaskRCNN backbone.blocks.4.norm1.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of MaskRCNN backbone.blocks.4.norm1.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of MaskRCNN backbone.blocks.4.attn.qkv.weight - torch.Size([2304, 768]): The value is the same before and after calling `init_weights` of MaskRCNN backbone.blocks.4.attn.qkv.bias - torch.Size([2304]): The value is the same before and after calling `init_weights` of MaskRCNN backbone.blocks.4.attn.proj.weight - torch.Size([768, 768]): The value is the same before and after calling `init_weights` of MaskRCNN backbone.blocks.4.attn.proj.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of MaskRCNN backbone.blocks.4.norm2.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of MaskRCNN backbone.blocks.4.norm2.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of MaskRCNN backbone.blocks.4.mlp.fc1.weight - torch.Size([3072, 768]): The value is the same before and after calling `init_weights` of MaskRCNN backbone.blocks.4.mlp.fc1.bias - torch.Size([3072]): The value is the same before and after calling `init_weights` of MaskRCNN backbone.blocks.4.mlp.fc2.weight - torch.Size([768, 3072]): The value is the same before and after calling `init_weights` of MaskRCNN backbone.blocks.4.mlp.fc2.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of MaskRCNN backbone.blocks.5.gamma_1 - torch.Size([768]): The value is the same before and after calling `init_weights` of MaskRCNN backbone.blocks.5.gamma_2 - torch.Size([768]): The value is the same before and after calling `init_weights` of MaskRCNN backbone.blocks.5.norm1.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of MaskRCNN backbone.blocks.5.norm1.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of MaskRCNN backbone.blocks.5.attn.qkv.weight - torch.Size([2304, 768]): The value is the same before and after calling `init_weights` of MaskRCNN backbone.blocks.5.attn.qkv.bias - torch.Size([2304]): The value is the same before and after calling `init_weights` of MaskRCNN backbone.blocks.5.attn.proj.weight - torch.Size([768, 768]): The value is the same before and after calling `init_weights` of MaskRCNN backbone.blocks.5.attn.proj.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of MaskRCNN backbone.blocks.5.norm2.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of MaskRCNN backbone.blocks.5.norm2.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of MaskRCNN backbone.blocks.5.mlp.fc1.weight - torch.Size([3072, 768]): The value is the same before and after calling `init_weights` of MaskRCNN backbone.blocks.5.mlp.fc1.bias - torch.Size([3072]): The value is the same before and after calling `init_weights` of MaskRCNN backbone.blocks.5.mlp.fc2.weight - torch.Size([768, 3072]): The value is the same before and after calling `init_weights` of MaskRCNN backbone.blocks.5.mlp.fc2.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of MaskRCNN backbone.blocks.6.gamma_1 - torch.Size([768]): The value is the same before and after calling `init_weights` of MaskRCNN backbone.blocks.6.gamma_2 - torch.Size([768]): The value is the same before and after calling `init_weights` of MaskRCNN backbone.blocks.6.norm1.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of MaskRCNN backbone.blocks.6.norm1.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of MaskRCNN backbone.blocks.6.attn.qkv.weight - torch.Size([2304, 768]): The value is the same before and after calling `init_weights` of MaskRCNN backbone.blocks.6.attn.qkv.bias - torch.Size([2304]): The value is the same before and after calling `init_weights` of MaskRCNN backbone.blocks.6.attn.proj.weight - torch.Size([768, 768]): The value is the same before and after calling `init_weights` of MaskRCNN backbone.blocks.6.attn.proj.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of MaskRCNN backbone.blocks.6.norm2.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of MaskRCNN backbone.blocks.6.norm2.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of MaskRCNN backbone.blocks.6.mlp.fc1.weight - torch.Size([3072, 768]): The value is the same before and after calling `init_weights` of MaskRCNN backbone.blocks.6.mlp.fc1.bias - torch.Size([3072]): The value is the same before and after calling `init_weights` of MaskRCNN backbone.blocks.6.mlp.fc2.weight - torch.Size([768, 3072]): The value is the same before and after calling `init_weights` of MaskRCNN backbone.blocks.6.mlp.fc2.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of MaskRCNN backbone.blocks.7.gamma_1 - torch.Size([768]): The value is the same before and after calling `init_weights` of MaskRCNN backbone.blocks.7.gamma_2 - torch.Size([768]): The value is the same before and after calling `init_weights` of MaskRCNN backbone.blocks.7.norm1.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of MaskRCNN backbone.blocks.7.norm1.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of MaskRCNN backbone.blocks.7.attn.qkv.weight - torch.Size([2304, 768]): The value is the same before and after calling `init_weights` of MaskRCNN backbone.blocks.7.attn.qkv.bias - torch.Size([2304]): The value is the same before and after calling `init_weights` of MaskRCNN backbone.blocks.7.attn.proj.weight - torch.Size([768, 768]): The value is the same before and after calling `init_weights` of MaskRCNN backbone.blocks.7.attn.proj.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of MaskRCNN backbone.blocks.7.norm2.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of MaskRCNN backbone.blocks.7.norm2.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of MaskRCNN backbone.blocks.7.mlp.fc1.weight - torch.Size([3072, 768]): The value is the same before and after calling `init_weights` of MaskRCNN backbone.blocks.7.mlp.fc1.bias - torch.Size([3072]): The value is the same before and after calling `init_weights` of MaskRCNN backbone.blocks.7.mlp.fc2.weight - torch.Size([768, 3072]): The value is the same before and after calling `init_weights` of MaskRCNN backbone.blocks.7.mlp.fc2.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of MaskRCNN backbone.blocks.8.gamma_1 - torch.Size([768]): The value is the same before and after calling `init_weights` of MaskRCNN backbone.blocks.8.gamma_2 - torch.Size([768]): The value is the same before and after calling `init_weights` of MaskRCNN backbone.blocks.8.norm1.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of MaskRCNN backbone.blocks.8.norm1.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of MaskRCNN backbone.blocks.8.attn.qkv.weight - torch.Size([2304, 768]): The value is the same before and after calling `init_weights` of MaskRCNN backbone.blocks.8.attn.qkv.bias - torch.Size([2304]): The value is the same before and after calling `init_weights` of MaskRCNN backbone.blocks.8.attn.proj.weight - torch.Size([768, 768]): The value is the same before and after calling `init_weights` of MaskRCNN backbone.blocks.8.attn.proj.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of MaskRCNN backbone.blocks.8.norm2.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of MaskRCNN backbone.blocks.8.norm2.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of MaskRCNN backbone.blocks.8.mlp.fc1.weight - torch.Size([3072, 768]): The value is the same before and after calling `init_weights` of MaskRCNN backbone.blocks.8.mlp.fc1.bias - torch.Size([3072]): The value is the same before and after calling `init_weights` of MaskRCNN backbone.blocks.8.mlp.fc2.weight - torch.Size([768, 3072]): The value is the same before and after calling `init_weights` of MaskRCNN backbone.blocks.8.mlp.fc2.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of MaskRCNN backbone.blocks.9.gamma_1 - torch.Size([768]): The value is the same before and after calling `init_weights` of MaskRCNN backbone.blocks.9.gamma_2 - torch.Size([768]): The value is the same before and after calling `init_weights` of MaskRCNN backbone.blocks.9.norm1.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of MaskRCNN backbone.blocks.9.norm1.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of MaskRCNN backbone.blocks.9.attn.qkv.weight - torch.Size([2304, 768]): The value is the same before and after calling `init_weights` of MaskRCNN backbone.blocks.9.attn.qkv.bias - torch.Size([2304]): The value is the same before and after calling `init_weights` of MaskRCNN backbone.blocks.9.attn.proj.weight - torch.Size([768, 768]): The value is the same before and after calling `init_weights` of MaskRCNN backbone.blocks.9.attn.proj.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of MaskRCNN backbone.blocks.9.norm2.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of MaskRCNN backbone.blocks.9.norm2.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of MaskRCNN backbone.blocks.9.mlp.fc1.weight - torch.Size([3072, 768]): The value is the same before and after calling `init_weights` of MaskRCNN backbone.blocks.9.mlp.fc1.bias - torch.Size([3072]): The value is the same before and after calling `init_weights` of MaskRCNN backbone.blocks.9.mlp.fc2.weight - torch.Size([768, 3072]): The value is the same before and after calling `init_weights` of MaskRCNN backbone.blocks.9.mlp.fc2.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of MaskRCNN backbone.blocks.10.gamma_1 - torch.Size([768]): The value is the same before and after calling `init_weights` of MaskRCNN backbone.blocks.10.gamma_2 - torch.Size([768]): The value is the same before and after calling `init_weights` of MaskRCNN backbone.blocks.10.norm1.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of MaskRCNN backbone.blocks.10.norm1.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of MaskRCNN backbone.blocks.10.attn.qkv.weight - torch.Size([2304, 768]): The value is the same before and after calling `init_weights` of MaskRCNN backbone.blocks.10.attn.qkv.bias - torch.Size([2304]): The value is the same before and after calling `init_weights` of MaskRCNN backbone.blocks.10.attn.proj.weight - torch.Size([768, 768]): The value is the same before and after calling `init_weights` of MaskRCNN backbone.blocks.10.attn.proj.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of MaskRCNN backbone.blocks.10.norm2.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of MaskRCNN backbone.blocks.10.norm2.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of MaskRCNN backbone.blocks.10.mlp.fc1.weight - torch.Size([3072, 768]): The value is the same before and after calling `init_weights` of MaskRCNN backbone.blocks.10.mlp.fc1.bias - torch.Size([3072]): The value is the same before and after calling `init_weights` of MaskRCNN backbone.blocks.10.mlp.fc2.weight - torch.Size([768, 3072]): The value is the same before and after calling `init_weights` of MaskRCNN backbone.blocks.10.mlp.fc2.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of MaskRCNN backbone.blocks.11.gamma_1 - torch.Size([768]): The value is the same before and after calling `init_weights` of MaskRCNN backbone.blocks.11.gamma_2 - torch.Size([768]): The value is the same before and after calling `init_weights` of MaskRCNN backbone.blocks.11.norm1.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of MaskRCNN backbone.blocks.11.norm1.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of MaskRCNN backbone.blocks.11.attn.qkv.weight - torch.Size([2304, 768]): The value is the same before and after calling `init_weights` of MaskRCNN backbone.blocks.11.attn.qkv.bias - torch.Size([2304]): The value is the same before and after calling `init_weights` of MaskRCNN backbone.blocks.11.attn.proj.weight - torch.Size([768, 768]): The value is the same before and after calling `init_weights` of MaskRCNN backbone.blocks.11.attn.proj.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of MaskRCNN backbone.blocks.11.norm2.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of MaskRCNN backbone.blocks.11.norm2.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of MaskRCNN backbone.blocks.11.mlp.fc1.weight - torch.Size([3072, 768]): The value is the same before and after calling `init_weights` of MaskRCNN backbone.blocks.11.mlp.fc1.bias - torch.Size([3072]): The value is the same before and after calling `init_weights` of MaskRCNN backbone.blocks.11.mlp.fc2.weight - torch.Size([768, 3072]): The value is the same before and after calling `init_weights` of MaskRCNN backbone.blocks.11.mlp.fc2.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of MaskRCNN backbone.up1.0.weight - torch.Size([768, 768, 2, 2]): The value is the same before and after calling `init_weights` of MaskRCNN backbone.up1.0.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of MaskRCNN backbone.up1.1.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of MaskRCNN backbone.up1.1.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of MaskRCNN backbone.up1.3.weight - torch.Size([768, 768, 2, 2]): The value is the same before and after calling `init_weights` of MaskRCNN backbone.up1.3.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of MaskRCNN backbone.up2.0.weight - torch.Size([768, 768, 2, 2]): The value is the same before and after calling `init_weights` of MaskRCNN backbone.up2.0.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of MaskRCNN neck.lateral_convs.0.conv.weight - torch.Size([256, 768, 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, 768, 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, 768, 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, 768, 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 14:28:32,010 - mmdet - INFO - {'num_layers': 12, 'layer_decay_rate': 0.95} 2024-05-27 14:28:32,011 - mmdet - INFO - Build LayerDecayOptimizerConstructor 0.950000 - 14 2024-05-27 14:28:32,013 - mmdet - INFO - Param groups = { "layer_0_decay": { "param_names": [ "backbone.pos_embed", "backbone.patch_embed.proj.weight" ], "lr_scale": 0.5133420832795048, "lr": 5.1334208327950485e-05, "weight_decay": 0.05 }, "layer_0_no_decay": { "param_names": [ "backbone.patch_embed.proj.bias" ], "lr_scale": 0.5133420832795048, "lr": 5.1334208327950485e-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": 0.5403600876626367, "lr": 5.403600876626367e-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": 0.5403600876626367, "lr": 5.403600876626367e-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": 0.5688000922764597, "lr": 5.688000922764597e-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": 0.5688000922764597, "lr": 5.688000922764597e-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": 0.5987369392383787, "lr": 5.987369392383787e-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": 0.5987369392383787, "lr": 5.987369392383787e-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", "backbone.blocks.3.norm1.bias", "backbone.blocks.3.attn.qkv.bias", "backbone.blocks.3.attn.proj.bias", "backbone.blocks.3.norm2.weight", "backbone.blocks.3.norm2.bias", "backbone.blocks.3.mlp.fc1.bias", "backbone.blocks.3.mlp.fc2.bias" ], "lr_scale": 0.6302494097246091, "lr": 6.30249409724609e-05, "weight_decay": 0.0 }, "layer_4_decay": { "param_names": [ "backbone.blocks.3.attn.qkv.weight", "backbone.blocks.3.attn.proj.weight", "backbone.blocks.3.mlp.fc1.weight", "backbone.blocks.3.mlp.fc2.weight" ], "lr_scale": 0.6302494097246091, "lr": 6.30249409724609e-05, "weight_decay": 0.05 }, "layer_5_no_decay": { "param_names": [ "backbone.blocks.4.gamma_1", "backbone.blocks.4.gamma_2", "backbone.blocks.4.norm1.weight", "backbone.blocks.4.norm1.bias", "backbone.blocks.4.attn.qkv.bias", "backbone.blocks.4.attn.proj.bias", "backbone.blocks.4.norm2.weight", "backbone.blocks.4.norm2.bias", "backbone.blocks.4.mlp.fc1.bias", "backbone.blocks.4.mlp.fc2.bias" ], "lr_scale": 0.6634204312890623, "lr": 6.634204312890623e-05, "weight_decay": 0.0 }, "layer_5_decay": { "param_names": [ "backbone.blocks.4.attn.qkv.weight", "backbone.blocks.4.attn.proj.weight", "backbone.blocks.4.mlp.fc1.weight", "backbone.blocks.4.mlp.fc2.weight" ], "lr_scale": 0.6634204312890623, "lr": 6.634204312890623e-05, "weight_decay": 0.05 }, "layer_6_no_decay": { "param_names": [ "backbone.blocks.5.gamma_1", "backbone.blocks.5.gamma_2", "backbone.blocks.5.norm1.weight", "backbone.blocks.5.norm1.bias", "backbone.blocks.5.attn.qkv.bias", "backbone.blocks.5.attn.proj.bias", "backbone.blocks.5.norm2.weight", "backbone.blocks.5.norm2.bias", "backbone.blocks.5.mlp.fc1.bias", "backbone.blocks.5.mlp.fc2.bias" ], "lr_scale": 0.6983372960937497, "lr": 6.983372960937497e-05, "weight_decay": 0.0 }, "layer_6_decay": { "param_names": [ "backbone.blocks.5.attn.qkv.weight", "backbone.blocks.5.attn.proj.weight", "backbone.blocks.5.mlp.fc1.weight", "backbone.blocks.5.mlp.fc2.weight" ], "lr_scale": 0.6983372960937497, "lr": 6.983372960937497e-05, "weight_decay": 0.05 }, "layer_7_no_decay": { "param_names": [ "backbone.blocks.6.gamma_1", "backbone.blocks.6.gamma_2", "backbone.blocks.6.norm1.weight", "backbone.blocks.6.norm1.bias", "backbone.blocks.6.attn.qkv.bias", "backbone.blocks.6.attn.proj.bias", "backbone.blocks.6.norm2.weight", "backbone.blocks.6.norm2.bias", "backbone.blocks.6.mlp.fc1.bias", "backbone.blocks.6.mlp.fc2.bias" ], "lr_scale": 0.7350918906249998, "lr": 7.350918906249998e-05, "weight_decay": 0.0 }, "layer_7_decay": { "param_names": [ "backbone.blocks.6.attn.qkv.weight", "backbone.blocks.6.attn.proj.weight", "backbone.blocks.6.mlp.fc1.weight", "backbone.blocks.6.mlp.fc2.weight" ], "lr_scale": 0.7350918906249998, "lr": 7.350918906249998e-05, "weight_decay": 0.05 }, "layer_8_no_decay": { "param_names": [ "backbone.blocks.7.gamma_1", "backbone.blocks.7.gamma_2", "backbone.blocks.7.norm1.weight", "backbone.blocks.7.norm1.bias", "backbone.blocks.7.attn.qkv.bias", "backbone.blocks.7.attn.proj.bias", "backbone.blocks.7.norm2.weight", "backbone.blocks.7.norm2.bias", "backbone.blocks.7.mlp.fc1.bias", "backbone.blocks.7.mlp.fc2.bias" ], "lr_scale": 0.7737809374999998, "lr": 7.737809374999998e-05, "weight_decay": 0.0 }, "layer_8_decay": { "param_names": [ "backbone.blocks.7.attn.qkv.weight", "backbone.blocks.7.attn.proj.weight", "backbone.blocks.7.mlp.fc1.weight", "backbone.blocks.7.mlp.fc2.weight" ], "lr_scale": 0.7737809374999998, "lr": 7.737809374999998e-05, "weight_decay": 0.05 }, "layer_9_no_decay": { "param_names": [ "backbone.blocks.8.gamma_1", "backbone.blocks.8.gamma_2", "backbone.blocks.8.norm1.weight", "backbone.blocks.8.norm1.bias", "backbone.blocks.8.attn.qkv.bias", "backbone.blocks.8.attn.proj.bias", "backbone.blocks.8.norm2.weight", "backbone.blocks.8.norm2.bias", "backbone.blocks.8.mlp.fc1.bias", "backbone.blocks.8.mlp.fc2.bias" ], "lr_scale": 0.8145062499999999, "lr": 8.1450625e-05, "weight_decay": 0.0 }, "layer_9_decay": { "param_names": [ "backbone.blocks.8.attn.qkv.weight", "backbone.blocks.8.attn.proj.weight", "backbone.blocks.8.mlp.fc1.weight", "backbone.blocks.8.mlp.fc2.weight" ], "lr_scale": 0.8145062499999999, "lr": 8.1450625e-05, "weight_decay": 0.05 }, "layer_10_no_decay": { "param_names": [ "backbone.blocks.9.gamma_1", "backbone.blocks.9.gamma_2", "backbone.blocks.9.norm1.weight", "backbone.blocks.9.norm1.bias", "backbone.blocks.9.attn.qkv.bias", "backbone.blocks.9.attn.proj.bias", "backbone.blocks.9.norm2.weight", "backbone.blocks.9.norm2.bias", 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"backbone.blocks.10.mlp.fc1.weight", "backbone.blocks.10.mlp.fc2.weight" ], "lr_scale": 0.9025, "lr": 9.025e-05, "weight_decay": 0.05 }, "layer_12_no_decay": { "param_names": [ "backbone.blocks.11.gamma_1", "backbone.blocks.11.gamma_2", "backbone.blocks.11.norm1.weight", "backbone.blocks.11.norm1.bias", "backbone.blocks.11.attn.qkv.bias", "backbone.blocks.11.attn.proj.bias", "backbone.blocks.11.norm2.weight", "backbone.blocks.11.norm2.bias", "backbone.blocks.11.mlp.fc1.bias", "backbone.blocks.11.mlp.fc2.bias" ], "lr_scale": 0.95, "lr": 9.5e-05, "weight_decay": 0.0 }, "layer_12_decay": { "param_names": [ "backbone.blocks.11.attn.qkv.weight", "backbone.blocks.11.attn.proj.weight", "backbone.blocks.11.mlp.fc1.weight", "backbone.blocks.11.mlp.fc2.weight" ], "lr_scale": 0.95, "lr": 9.5e-05, "weight_decay": 0.05 }, "layer_13_decay": { "param_names": [ "backbone.up1.0.weight", "backbone.up1.3.weight", "backbone.up2.0.weight", "neck.lateral_convs.0.conv.weight", "neck.lateral_convs.1.conv.weight", "neck.lateral_convs.2.conv.weight", "neck.lateral_convs.3.conv.weight", "neck.fpn_convs.0.conv.weight", "neck.fpn_convs.1.conv.weight", "neck.fpn_convs.2.conv.weight", "neck.fpn_convs.3.conv.weight", "rpn_head.rpn_conv.weight", "rpn_head.rpn_cls.weight", "rpn_head.rpn_reg.weight", "roi_head.bbox_head.fc_cls.weight", "roi_head.bbox_head.fc_reg.weight", "roi_head.bbox_head.shared_fcs.0.weight", "roi_head.bbox_head.shared_fcs.1.weight", "roi_head.mask_head.convs.0.conv.weight", "roi_head.mask_head.convs.1.conv.weight", "roi_head.mask_head.convs.2.conv.weight", "roi_head.mask_head.convs.3.conv.weight", "roi_head.mask_head.upsample.weight", "roi_head.mask_head.conv_logits.weight" ], "lr_scale": 1.0, "lr": 0.0001, "weight_decay": 0.05 }, "layer_13_no_decay": { "param_names": [ "backbone.up1.0.bias", "backbone.up1.1.weight", "backbone.up1.1.bias", "backbone.up1.3.bias", "backbone.up2.0.bias", "neck.lateral_convs.0.conv.bias", "neck.lateral_convs.1.conv.bias", "neck.lateral_convs.2.conv.bias", "neck.lateral_convs.3.conv.bias", "neck.fpn_convs.0.conv.bias", "neck.fpn_convs.1.conv.bias", "neck.fpn_convs.2.conv.bias", "neck.fpn_convs.3.conv.bias", "rpn_head.rpn_conv.bias", "rpn_head.rpn_cls.bias", "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 14:28:47,230 - mmdet - INFO - Automatic scaling of learning rate (LR) has been disabled. 2024-05-27 14:28:47,632 - mmdet - INFO - Start running, work_dir: /mnt/petrelfs/PIIP/mmdetection/work_dirs/mask_rcnn_deit_vit_b_fpn_1x_coco_bs16 2024-05-27 14:28:47,632 - 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 14:28:47,632 - mmdet - INFO - workflow: [('train', 1)], max: 12 epochs 2024-05-27 14:28:47,637 - mmdet - INFO - Checkpoints will be saved to /mnt/petrelfs/PIIP/mmdetection/work_dirs/mask_rcnn_deit_vit_b_fpn_1x_coco_bs16 by HardDiskBackend. 2024-05-27 14:29:06,251 - mmdet - INFO - Epoch [1][50/7330] lr: 5.077e-06, eta: 9:05:14, time: 0.372, data_time: 0.085, memory: 3519, loss_rpn_cls: 0.6019, loss_rpn_bbox: 0.5798, loss_cls: 7.9117, acc: 54.1809, loss_bbox: 0.0625, loss_mask: 10.1627, loss: 19.3186 2024-05-27 14:29:18,151 - mmdet - INFO - Epoch [1][100/7330] lr: 1.021e-05, eta: 7:26:44, time: 0.238, data_time: 0.017, memory: 3519, loss_rpn_cls: 0.3419, loss_rpn_bbox: 0.3874, loss_cls: 0.7138, acc: 95.8635, loss_bbox: 0.0719, loss_mask: 4.1809, loss: 5.6960 2024-05-27 14:29:30,117 - mmdet - INFO - Epoch [1][150/7330] lr: 1.533e-05, eta: 6:54:24, time: 0.239, data_time: 0.016, memory: 3695, loss_rpn_cls: 0.3146, loss_rpn_bbox: 0.3226, loss_cls: 0.6314, acc: 94.0530, loss_bbox: 0.1252, loss_mask: 1.9908, loss: 3.3846 2024-05-27 14:29:42,468 - mmdet - INFO - Epoch [1][200/7330] lr: 2.046e-05, eta: 6:40:57, time: 0.247, data_time: 0.016, memory: 3833, loss_rpn_cls: 0.2957, loss_rpn_bbox: 0.2493, loss_cls: 0.5882, acc: 93.4702, loss_bbox: 0.1680, loss_mask: 1.1191, loss: 2.4204 2024-05-27 14:29:54,674 - mmdet - INFO - Epoch [1][250/7330] lr: 2.559e-05, eta: 6:31:56, time: 0.244, data_time: 0.014, memory: 3833, loss_rpn_cls: 0.2570, loss_rpn_bbox: 0.1624, loss_cls: 0.5442, acc: 93.6309, loss_bbox: 0.1915, loss_mask: 0.7884, loss: 1.9434 2024-05-27 14:30:06,834 - mmdet - INFO - Epoch [1][300/7330] lr: 3.072e-05, eta: 6:25:39, time: 0.243, data_time: 0.015, memory: 3833, loss_rpn_cls: 0.2639, loss_rpn_bbox: 0.1366, loss_cls: 0.5111, acc: 93.6353, loss_bbox: 0.2048, loss_mask: 0.7128, loss: 1.8292 2024-05-27 14:30:18,970 - mmdet - INFO - Epoch [1][350/7330] lr: 3.585e-05, eta: 6:21:00, time: 0.243, data_time: 0.015, memory: 3833, loss_rpn_cls: 0.2407, loss_rpn_bbox: 0.1098, loss_cls: 0.4631, acc: 93.9771, loss_bbox: 0.2023, loss_mask: 0.6966, loss: 1.7125 2024-05-27 14:30:31,306 - mmdet - INFO - Epoch [1][400/7330] lr: 4.098e-05, eta: 6:18:11, time: 0.247, data_time: 0.015, memory: 3833, loss_rpn_cls: 0.2276, loss_rpn_bbox: 0.0981, loss_cls: 0.4444, acc: 94.0298, loss_bbox: 0.2040, loss_mask: 0.6895, loss: 1.6636 2024-05-27 14:30:43,468 - mmdet - INFO - Epoch [1][450/7330] lr: 4.610e-05, eta: 6:15:23, time: 0.243, data_time: 0.013, memory: 3833, loss_rpn_cls: 0.2090, loss_rpn_bbox: 0.0897, loss_cls: 0.4282, acc: 94.1609, loss_bbox: 0.2038, loss_mask: 0.6874, loss: 1.6182 2024-05-27 14:30:55,751 - mmdet - INFO - Epoch [1][500/7330] lr: 5.123e-05, eta: 6:13:28, time: 0.246, data_time: 0.015, memory: 3833, loss_rpn_cls: 0.1947, loss_rpn_bbox: 0.0836, loss_cls: 0.4397, acc: 93.8335, loss_bbox: 0.2198, loss_mask: 0.6833, loss: 1.6211 2024-05-27 14:31:07,984 - mmdet - INFO - Epoch [1][550/7330] lr: 5.133e-05, eta: 6:11:43, time: 0.245, data_time: 0.014, memory: 3934, loss_rpn_cls: 0.1899, loss_rpn_bbox: 0.0826, loss_cls: 0.4330, acc: 93.6946, loss_bbox: 0.2211, loss_mask: 0.6791, loss: 1.6058 2024-05-27 14:31:20,201 - mmdet - INFO - Epoch [1][600/7330] lr: 5.133e-05, eta: 6:10:11, time: 0.244, data_time: 0.015, memory: 3934, loss_rpn_cls: 0.1749, loss_rpn_bbox: 0.0774, loss_cls: 0.4331, acc: 93.5581, loss_bbox: 0.2307, loss_mask: 0.6745, loss: 1.5906 2024-05-27 14:31:32,351 - mmdet - INFO - Epoch [1][650/7330] lr: 5.133e-05, eta: 6:08:43, time: 0.243, data_time: 0.015, memory: 3934, loss_rpn_cls: 0.1627, loss_rpn_bbox: 0.0773, loss_cls: 0.4139, acc: 93.8601, loss_bbox: 0.2191, loss_mask: 0.6728, loss: 1.5457 2024-05-27 14:31:44,549 - mmdet - INFO - Epoch [1][700/7330] lr: 5.133e-05, eta: 6:07:31, time: 0.244, data_time: 0.015, memory: 3934, loss_rpn_cls: 0.1571, loss_rpn_bbox: 0.0744, loss_cls: 0.4415, acc: 93.2925, loss_bbox: 0.2435, loss_mask: 0.6635, loss: 1.5800 2024-05-27 14:31:56,735 - mmdet - INFO - Epoch [1][750/7330] lr: 5.133e-05, eta: 6:06:27, time: 0.244, data_time: 0.014, memory: 3934, loss_rpn_cls: 0.1581, loss_rpn_bbox: 0.0808, loss_cls: 0.4320, acc: 93.1843, loss_bbox: 0.2444, loss_mask: 0.6514, loss: 1.5668 2024-05-27 14:32:09,089 - mmdet - INFO - Epoch [1][800/7330] lr: 5.133e-05, eta: 6:05:47, time: 0.247, data_time: 0.013, memory: 3934, loss_rpn_cls: 0.1522, loss_rpn_bbox: 0.0755, loss_cls: 0.4404, acc: 92.9319, loss_bbox: 0.2561, loss_mask: 0.6449, loss: 1.5691 2024-05-27 14:32:21,422 - mmdet - INFO - Epoch [1][850/7330] lr: 5.133e-05, eta: 6:05:08, time: 0.247, data_time: 0.013, memory: 3934, loss_rpn_cls: 0.1538, loss_rpn_bbox: 0.0758, loss_cls: 0.4254, acc: 93.0369, loss_bbox: 0.2508, loss_mask: 0.6374, loss: 1.5432 2024-05-27 14:32:33,918 - mmdet - INFO - Epoch [1][900/7330] lr: 5.133e-05, eta: 6:04:47, time: 0.250, data_time: 0.014, memory: 3934, loss_rpn_cls: 0.1480, loss_rpn_bbox: 0.0798, loss_cls: 0.4595, acc: 92.3867, loss_bbox: 0.2759, loss_mask: 0.6373, loss: 1.6005 2024-05-27 14:32:46,340 - mmdet - INFO - Epoch [1][950/7330] lr: 5.133e-05, eta: 6:04:21, time: 0.248, data_time: 0.015, memory: 3934, loss_rpn_cls: 0.1430, loss_rpn_bbox: 0.0754, loss_cls: 0.4316, acc: 92.5984, loss_bbox: 0.2681, loss_mask: 0.6315, loss: 1.5497 2024-05-27 14:32:58,747 - mmdet - INFO - Exp name: mask_rcnn_deit_vit_b_fpn_1x_coco_bs16.py 2024-05-27 14:32:58,747 - mmdet - INFO - Epoch [1][1000/7330] lr: 5.133e-05, eta: 6:03:55, time: 0.248, data_time: 0.014, memory: 4008, loss_rpn_cls: 0.1370, loss_rpn_bbox: 0.0728, loss_cls: 0.4308, acc: 92.3848, loss_bbox: 0.2774, loss_mask: 0.6183, loss: 1.5362 2024-05-27 14:33:11,210 - mmdet - INFO - Epoch [1][1050/7330] lr: 5.133e-05, eta: 6:03:35, time: 0.249, data_time: 0.013, memory: 4008, loss_rpn_cls: 0.1399, loss_rpn_bbox: 0.0787, loss_cls: 0.4396, acc: 92.0767, loss_bbox: 0.2862, loss_mask: 0.6165, loss: 1.5608 2024-05-27 14:33:23,652 - mmdet - INFO - Epoch [1][1100/7330] lr: 5.133e-05, eta: 6:03:14, time: 0.249, data_time: 0.014, memory: 4008, loss_rpn_cls: 0.1270, loss_rpn_bbox: 0.0682, loss_cls: 0.4294, acc: 92.4111, loss_bbox: 0.2762, loss_mask: 0.6143, loss: 1.5151 2024-05-27 14:33:36,119 - mmdet - INFO - Epoch [1][1150/7330] lr: 5.133e-05, eta: 6:02:55, time: 0.249, data_time: 0.014, memory: 4008, loss_rpn_cls: 0.1278, loss_rpn_bbox: 0.0691, loss_cls: 0.4187, acc: 92.4736, loss_bbox: 0.2719, loss_mask: 0.6113, loss: 1.4988 2024-05-27 14:33:48,801 - mmdet - INFO - Epoch [1][1200/7330] lr: 5.133e-05, eta: 6:02:53, time: 0.254, data_time: 0.015, memory: 4008, loss_rpn_cls: 0.1320, loss_rpn_bbox: 0.0752, loss_cls: 0.4256, acc: 92.0317, loss_bbox: 0.2874, loss_mask: 0.6080, loss: 1.5282 2024-05-27 14:34:01,303 - mmdet - INFO - Epoch [1][1250/7330] lr: 5.133e-05, eta: 6:02:37, time: 0.250, data_time: 0.017, memory: 4008, loss_rpn_cls: 0.1278, loss_rpn_bbox: 0.0741, loss_cls: 0.4226, acc: 92.0574, loss_bbox: 0.2853, loss_mask: 0.6008, loss: 1.5107 2024-05-27 14:34:13,748 - mmdet - INFO - Epoch [1][1300/7330] lr: 5.133e-05, eta: 6:02:18, time: 0.249, data_time: 0.014, memory: 4013, loss_rpn_cls: 0.1198, loss_rpn_bbox: 0.0695, loss_cls: 0.4213, acc: 91.9644, loss_bbox: 0.2872, loss_mask: 0.6021, loss: 1.5000 2024-05-27 14:34:26,309 - mmdet - INFO - Epoch [1][1350/7330] lr: 5.133e-05, eta: 6:02:06, time: 0.251, data_time: 0.016, memory: 4013, loss_rpn_cls: 0.1230, loss_rpn_bbox: 0.0735, loss_cls: 0.4261, acc: 91.8174, loss_bbox: 0.2929, loss_mask: 0.6013, loss: 1.5167 2024-05-27 14:34:38,880 - mmdet - INFO - Epoch [1][1400/7330] lr: 5.133e-05, eta: 6:01:56, time: 0.251, data_time: 0.015, memory: 4013, loss_rpn_cls: 0.1293, loss_rpn_bbox: 0.0758, loss_cls: 0.4336, acc: 91.5127, loss_bbox: 0.3021, loss_mask: 0.5890, loss: 1.5298 2024-05-27 14:34:51,488 - mmdet - INFO - Epoch [1][1450/7330] lr: 5.133e-05, eta: 6:01:47, time: 0.252, data_time: 0.012, memory: 4013, loss_rpn_cls: 0.1272, loss_rpn_bbox: 0.0764, loss_cls: 0.4308, acc: 91.6511, loss_bbox: 0.3018, loss_mask: 0.5945, loss: 1.5307 2024-05-27 14:35:04,199 - mmdet - INFO - Epoch [1][1500/7330] lr: 5.133e-05, eta: 6:01:44, time: 0.254, data_time: 0.017, memory: 4013, loss_rpn_cls: 0.1182, loss_rpn_bbox: 0.0723, loss_cls: 0.4217, acc: 91.5464, loss_bbox: 0.3012, loss_mask: 0.5875, loss: 1.5009 2024-05-27 14:35:17,011 - mmdet - INFO - Epoch [1][1550/7330] lr: 5.133e-05, eta: 6:01:46, time: 0.256, data_time: 0.014, memory: 4013, loss_rpn_cls: 0.1203, loss_rpn_bbox: 0.0737, loss_cls: 0.4274, acc: 91.1633, loss_bbox: 0.3128, loss_mask: 0.5875, loss: 1.5217 2024-05-27 14:35:29,717 - mmdet - INFO - Epoch [1][1600/7330] lr: 5.133e-05, eta: 6:01:41, time: 0.254, data_time: 0.013, memory: 4013, loss_rpn_cls: 0.1207, loss_rpn_bbox: 0.0782, loss_cls: 0.4194, acc: 91.2346, loss_bbox: 0.3075, loss_mask: 0.5855, loss: 1.5114 2024-05-27 14:35:42,406 - mmdet - INFO - Epoch [1][1650/7330] lr: 5.133e-05, eta: 6:01:35, time: 0.254, data_time: 0.013, memory: 4013, loss_rpn_cls: 0.1156, loss_rpn_bbox: 0.0751, loss_cls: 0.4261, acc: 91.0168, loss_bbox: 0.3198, loss_mask: 0.5857, loss: 1.5223 2024-05-27 14:35:55,131 - mmdet - INFO - Epoch [1][1700/7330] lr: 5.133e-05, eta: 6:01:30, time: 0.254, data_time: 0.014, memory: 4013, loss_rpn_cls: 0.1043, loss_rpn_bbox: 0.0671, loss_cls: 0.4288, acc: 90.9668, loss_bbox: 0.3229, loss_mask: 0.5769, loss: 1.5000 2024-05-27 14:36:07,985 - mmdet - INFO - Epoch [1][1750/7330] lr: 5.133e-05, eta: 6:01:32, time: 0.257, data_time: 0.018, memory: 4013, loss_rpn_cls: 0.1090, loss_rpn_bbox: 0.0734, loss_cls: 0.4301, acc: 90.5198, loss_bbox: 0.3378, loss_mask: 0.5748, loss: 1.5252 2024-05-27 14:36:20,731 - mmdet - INFO - Epoch [1][1800/7330] lr: 5.133e-05, eta: 6:01:27, time: 0.255, data_time: 0.016, memory: 4013, loss_rpn_cls: 0.1070, loss_rpn_bbox: 0.0726, loss_cls: 0.4081, acc: 91.1328, loss_bbox: 0.3157, loss_mask: 0.5773, loss: 1.4807 2024-05-27 14:36:33,441 - mmdet - INFO - Epoch [1][1850/7330] lr: 5.133e-05, eta: 6:01:20, time: 0.254, data_time: 0.013, memory: 4017, loss_rpn_cls: 0.1069, loss_rpn_bbox: 0.0701, loss_cls: 0.4125, acc: 90.9956, loss_bbox: 0.3207, loss_mask: 0.5657, loss: 1.4759 2024-05-27 14:36:46,307 - mmdet - INFO - Epoch [1][1900/7330] lr: 5.133e-05, eta: 6:01:20, time: 0.257, data_time: 0.013, memory: 4017, loss_rpn_cls: 0.1047, loss_rpn_bbox: 0.0728, loss_cls: 0.4081, acc: 90.8518, loss_bbox: 0.3226, loss_mask: 0.5589, loss: 1.4670 2024-05-27 14:36:59,036 - mmdet - INFO - Epoch [1][1950/7330] lr: 5.133e-05, eta: 6:01:13, time: 0.255, data_time: 0.015, memory: 4017, loss_rpn_cls: 0.1061, loss_rpn_bbox: 0.0725, loss_cls: 0.4196, acc: 90.5649, loss_bbox: 0.3321, loss_mask: 0.5557, loss: 1.4861 2024-05-27 14:37:11,842 - mmdet - INFO - Exp name: mask_rcnn_deit_vit_b_fpn_1x_coco_bs16.py 2024-05-27 14:37:11,842 - mmdet - INFO - Epoch [1][2000/7330] lr: 5.133e-05, eta: 6:01:10, time: 0.256, data_time: 0.014, memory: 4017, loss_rpn_cls: 0.0999, loss_rpn_bbox: 0.0689, loss_cls: 0.4089, acc: 90.7314, loss_bbox: 0.3330, loss_mask: 0.5508, loss: 1.4615 2024-05-27 14:37:24,643 - mmdet - INFO - Epoch [1][2050/7330] lr: 5.133e-05, eta: 6:01:05, time: 0.256, data_time: 0.015, memory: 4017, loss_rpn_cls: 0.0972, loss_rpn_bbox: 0.0696, loss_cls: 0.3939, acc: 90.8447, loss_bbox: 0.3225, loss_mask: 0.5387, loss: 1.4220 2024-05-27 14:37:37,464 - mmdet - INFO - Epoch [1][2100/7330] lr: 5.133e-05, eta: 6:01:01, time: 0.256, data_time: 0.012, memory: 4024, loss_rpn_cls: 0.0929, loss_rpn_bbox: 0.0645, loss_cls: 0.3983, acc: 90.5400, loss_bbox: 0.3343, loss_mask: 0.5417, loss: 1.4317 2024-05-27 14:37:50,284 - mmdet - INFO - Epoch [1][2150/7330] lr: 5.133e-05, eta: 6:00:57, time: 0.256, data_time: 0.016, memory: 4086, loss_rpn_cls: 0.0988, loss_rpn_bbox: 0.0687, loss_cls: 0.4026, acc: 90.6680, loss_bbox: 0.3313, loss_mask: 0.5362, loss: 1.4376 2024-05-27 14:38:03,210 - mmdet - INFO - Epoch [1][2200/7330] lr: 5.133e-05, eta: 6:00:56, time: 0.259, data_time: 0.015, memory: 4086, loss_rpn_cls: 0.0973, loss_rpn_bbox: 0.0667, loss_cls: 0.3874, acc: 90.7490, loss_bbox: 0.3330, loss_mask: 0.5270, loss: 1.4114 2024-05-27 14:38:15,968 - mmdet - INFO - Epoch [1][2250/7330] lr: 5.133e-05, eta: 6:00:48, time: 0.255, data_time: 0.011, memory: 4094, loss_rpn_cls: 0.0915, loss_rpn_bbox: 0.0678, loss_cls: 0.3790, acc: 90.9844, loss_bbox: 0.3187, loss_mask: 0.5148, loss: 1.3719 2024-05-27 14:38:29,080 - mmdet - INFO - Epoch [1][2300/7330] lr: 5.133e-05, eta: 6:00:54, time: 0.262, data_time: 0.014, memory: 4094, loss_rpn_cls: 0.0935, loss_rpn_bbox: 0.0684, loss_cls: 0.3802, acc: 90.7522, loss_bbox: 0.3277, loss_mask: 0.5213, loss: 1.3909 2024-05-27 14:38:42,125 - mmdet - INFO - Epoch [1][2350/7330] lr: 5.133e-05, eta: 6:00:56, time: 0.261, data_time: 0.014, memory: 4094, loss_rpn_cls: 0.1027, loss_rpn_bbox: 0.0710, loss_cls: 0.3982, acc: 90.2500, loss_bbox: 0.3389, loss_mask: 0.5093, loss: 1.4201 2024-05-27 14:38:55,054 - mmdet - INFO - Epoch [1][2400/7330] lr: 5.133e-05, eta: 6:00:53, time: 0.259, data_time: 0.015, memory: 4094, loss_rpn_cls: 0.0967, loss_rpn_bbox: 0.0727, loss_cls: 0.3965, acc: 90.0911, loss_bbox: 0.3514, loss_mask: 0.4987, loss: 1.4160 2024-05-27 14:39:08,134 - mmdet - INFO - Epoch [1][2450/7330] lr: 5.133e-05, eta: 6:00:56, time: 0.262, data_time: 0.016, memory: 4094, loss_rpn_cls: 0.0935, loss_rpn_bbox: 0.0697, loss_cls: 0.4028, acc: 90.0032, loss_bbox: 0.3531, loss_mask: 0.4961, loss: 1.4152 2024-05-27 14:39:21,133 - mmdet - INFO - Epoch [1][2500/7330] lr: 5.133e-05, eta: 6:00:54, time: 0.260, data_time: 0.018, memory: 4099, loss_rpn_cls: 0.0930, loss_rpn_bbox: 0.0708, loss_cls: 0.3821, acc: 90.4763, loss_bbox: 0.3390, loss_mask: 0.4915, loss: 1.3763 2024-05-27 14:39:34,244 - mmdet - INFO - Epoch [1][2550/7330] lr: 5.133e-05, eta: 6:00:56, time: 0.262, data_time: 0.016, memory: 4099, loss_rpn_cls: 0.0938, loss_rpn_bbox: 0.0729, loss_cls: 0.4028, acc: 89.6843, loss_bbox: 0.3586, loss_mask: 0.4839, loss: 1.4120 2024-05-27 14:39:47,088 - mmdet - INFO - Epoch [1][2600/7330] lr: 5.133e-05, eta: 6:00:49, time: 0.257, data_time: 0.016, memory: 4099, loss_rpn_cls: 0.0922, loss_rpn_bbox: 0.0705, loss_cls: 0.3796, acc: 90.3418, loss_bbox: 0.3411, loss_mask: 0.4854, loss: 1.3688 2024-05-27 14:40:00,130 - mmdet - INFO - Epoch [1][2650/7330] lr: 5.133e-05, eta: 6:00:48, time: 0.261, data_time: 0.014, memory: 4099, loss_rpn_cls: 0.0938, loss_rpn_bbox: 0.0683, loss_cls: 0.3983, acc: 89.9629, loss_bbox: 0.3527, loss_mask: 0.4848, loss: 1.3979 2024-05-27 14:40:13,058 - mmdet - INFO - Epoch [1][2700/7330] lr: 5.133e-05, eta: 6:00:43, time: 0.259, data_time: 0.016, memory: 4099, loss_rpn_cls: 0.0888, loss_rpn_bbox: 0.0670, loss_cls: 0.3825, acc: 90.2688, loss_bbox: 0.3445, loss_mask: 0.4764, loss: 1.3593 2024-05-27 14:40:26,011 - mmdet - INFO - Epoch [1][2750/7330] lr: 5.133e-05, eta: 6:00:38, time: 0.259, data_time: 0.013, memory: 4099, loss_rpn_cls: 0.0853, loss_rpn_bbox: 0.0667, loss_cls: 0.3810, acc: 90.1531, loss_bbox: 0.3448, loss_mask: 0.4644, loss: 1.3422 2024-05-27 14:40:38,869 - mmdet - INFO - Epoch [1][2800/7330] lr: 5.133e-05, eta: 6:00:31, time: 0.257, data_time: 0.013, memory: 4099, loss_rpn_cls: 0.0877, loss_rpn_bbox: 0.0643, loss_cls: 0.3771, acc: 90.3965, loss_bbox: 0.3367, loss_mask: 0.4693, loss: 1.3350 2024-05-27 14:40:51,816 - mmdet - INFO - Epoch [1][2850/7330] lr: 5.133e-05, eta: 6:00:25, time: 0.259, data_time: 0.013, memory: 4101, loss_rpn_cls: 0.0878, loss_rpn_bbox: 0.0679, loss_cls: 0.3743, acc: 90.3098, loss_bbox: 0.3431, loss_mask: 0.4623, loss: 1.3354 2024-05-27 14:41:04,843 - mmdet - INFO - Epoch [1][2900/7330] lr: 5.133e-05, eta: 6:00:22, time: 0.261, data_time: 0.014, memory: 4101, loss_rpn_cls: 0.0868, loss_rpn_bbox: 0.0673, loss_cls: 0.3780, acc: 89.9124, loss_bbox: 0.3526, loss_mask: 0.4542, loss: 1.3389 2024-05-27 14:41:17,951 - mmdet - INFO - Epoch [1][2950/7330] lr: 5.133e-05, eta: 6:00:21, time: 0.262, data_time: 0.015, memory: 4101, loss_rpn_cls: 0.0873, loss_rpn_bbox: 0.0669, loss_cls: 0.3679, acc: 90.2595, loss_bbox: 0.3462, loss_mask: 0.4458, loss: 1.3141 2024-05-27 14:41:30,854 - mmdet - INFO - Exp name: mask_rcnn_deit_vit_b_fpn_1x_coco_bs16.py 2024-05-27 14:41:30,854 - mmdet - INFO - Epoch [1][3000/7330] lr: 5.133e-05, eta: 6:00:13, time: 0.258, data_time: 0.016, memory: 4101, loss_rpn_cls: 0.0919, loss_rpn_bbox: 0.0715, loss_cls: 0.3753, acc: 90.0669, loss_bbox: 0.3446, loss_mask: 0.4504, loss: 1.3337 2024-05-27 14:41:44,034 - mmdet - INFO - Epoch [1][3050/7330] lr: 5.133e-05, eta: 6:00:13, time: 0.264, data_time: 0.013, memory: 4101, loss_rpn_cls: 0.0879, loss_rpn_bbox: 0.0681, loss_cls: 0.3835, acc: 89.7007, loss_bbox: 0.3612, loss_mask: 0.4515, loss: 1.3521 2024-05-27 14:41:57,036 - mmdet - INFO - Epoch [1][3100/7330] lr: 5.133e-05, eta: 6:00:08, time: 0.260, data_time: 0.013, memory: 4101, loss_rpn_cls: 0.0956, loss_rpn_bbox: 0.0703, loss_cls: 0.3774, acc: 89.9993, loss_bbox: 0.3468, loss_mask: 0.4490, loss: 1.3391 2024-05-27 14:42:10,032 - mmdet - INFO - Epoch [1][3150/7330] lr: 5.133e-05, eta: 6:00:02, time: 0.260, data_time: 0.015, memory: 4101, loss_rpn_cls: 0.0850, loss_rpn_bbox: 0.0706, loss_cls: 0.3870, acc: 89.6775, loss_bbox: 0.3583, loss_mask: 0.4471, loss: 1.3480 2024-05-27 14:42:23,249 - mmdet - INFO - Epoch [1][3200/7330] lr: 5.133e-05, eta: 6:00:02, time: 0.264, data_time: 0.016, memory: 4101, loss_rpn_cls: 0.0876, loss_rpn_bbox: 0.0718, loss_cls: 0.3839, acc: 89.4290, loss_bbox: 0.3695, loss_mask: 0.4427, loss: 1.3555 2024-05-27 14:42:36,266 - mmdet - INFO - Epoch [1][3250/7330] lr: 5.133e-05, eta: 5:59:57, time: 0.260, data_time: 0.012, memory: 4101, loss_rpn_cls: 0.0824, loss_rpn_bbox: 0.0646, loss_cls: 0.3632, acc: 90.0288, loss_bbox: 0.3493, loss_mask: 0.4369, loss: 1.2964 2024-05-27 14:42:49,330 - mmdet - INFO - Epoch [1][3300/7330] lr: 5.133e-05, eta: 5:59:52, time: 0.261, data_time: 0.013, memory: 4101, loss_rpn_cls: 0.0880, loss_rpn_bbox: 0.0688, loss_cls: 0.3802, acc: 89.6118, loss_bbox: 0.3594, loss_mask: 0.4338, loss: 1.3301 2024-05-27 14:43:02,605 - mmdet - INFO - Epoch [1][3350/7330] lr: 5.133e-05, eta: 5:59:53, time: 0.265, data_time: 0.016, memory: 4101, loss_rpn_cls: 0.0890, loss_rpn_bbox: 0.0719, loss_cls: 0.3784, acc: 89.5740, loss_bbox: 0.3660, loss_mask: 0.4390, loss: 1.3442 2024-05-27 14:43:15,907 - mmdet - INFO - Epoch [1][3400/7330] lr: 5.133e-05, eta: 5:59:53, time: 0.266, data_time: 0.017, memory: 4101, loss_rpn_cls: 0.0829, loss_rpn_bbox: 0.0686, loss_cls: 0.3711, acc: 89.6118, loss_bbox: 0.3686, loss_mask: 0.4279, loss: 1.3192 2024-05-27 14:43:29,086 - mmdet - INFO - Epoch [1][3450/7330] lr: 5.133e-05, eta: 5:59:51, time: 0.264, data_time: 0.013, memory: 4101, loss_rpn_cls: 0.0849, loss_rpn_bbox: 0.0677, loss_cls: 0.3730, acc: 89.7014, loss_bbox: 0.3634, loss_mask: 0.4271, loss: 1.3162 2024-05-27 14:43:42,180 - mmdet - INFO - Epoch [1][3500/7330] lr: 5.133e-05, eta: 5:59:46, time: 0.262, data_time: 0.015, memory: 4101, loss_rpn_cls: 0.0778, loss_rpn_bbox: 0.0629, loss_cls: 0.3539, acc: 90.0935, loss_bbox: 0.3443, loss_mask: 0.4232, loss: 1.2622 2024-05-27 14:43:55,321 - mmdet - INFO - Epoch [1][3550/7330] lr: 5.133e-05, eta: 5:59:41, time: 0.263, data_time: 0.016, memory: 4108, loss_rpn_cls: 0.0849, loss_rpn_bbox: 0.0675, loss_cls: 0.3573, acc: 89.9919, loss_bbox: 0.3480, loss_mask: 0.4239, loss: 1.2816 2024-05-27 14:44:08,398 - mmdet - INFO - Epoch [1][3600/7330] lr: 5.133e-05, eta: 5:59:35, time: 0.262, data_time: 0.013, memory: 4108, loss_rpn_cls: 0.0784, loss_rpn_bbox: 0.0641, loss_cls: 0.3545, acc: 89.8916, loss_bbox: 0.3553, loss_mask: 0.4161, loss: 1.2684 2024-05-27 14:44:21,594 - mmdet - INFO - Epoch [1][3650/7330] lr: 5.133e-05, eta: 5:59:32, time: 0.264, data_time: 0.019, memory: 4108, loss_rpn_cls: 0.0803, loss_rpn_bbox: 0.0643, loss_cls: 0.3607, acc: 89.7810, loss_bbox: 0.3586, loss_mask: 0.4161, loss: 1.2801 2024-05-27 14:44:34,650 - mmdet - INFO - Epoch [1][3700/7330] lr: 5.133e-05, eta: 5:59:25, time: 0.261, data_time: 0.013, memory: 4108, loss_rpn_cls: 0.0751, loss_rpn_bbox: 0.0653, loss_cls: 0.3577, acc: 90.0957, loss_bbox: 0.3476, loss_mask: 0.4232, loss: 1.2689 2024-05-27 14:44:47,773 - mmdet - INFO - Epoch [1][3750/7330] lr: 5.133e-05, eta: 5:59:20, time: 0.262, data_time: 0.018, memory: 4108, loss_rpn_cls: 0.0828, loss_rpn_bbox: 0.0687, loss_cls: 0.3512, acc: 89.7915, loss_bbox: 0.3624, loss_mask: 0.4102, loss: 1.2752 2024-05-27 14:45:00,893 - mmdet - INFO - Epoch [1][3800/7330] lr: 5.133e-05, eta: 5:59:14, time: 0.262, data_time: 0.015, memory: 4108, loss_rpn_cls: 0.0745, loss_rpn_bbox: 0.0621, loss_cls: 0.3521, acc: 89.8638, loss_bbox: 0.3556, loss_mask: 0.4066, loss: 1.2509 2024-05-27 14:45:14,174 - mmdet - INFO - Epoch [1][3850/7330] lr: 5.133e-05, eta: 5:59:12, time: 0.266, data_time: 0.015, memory: 4108, loss_rpn_cls: 0.0800, loss_rpn_bbox: 0.0657, loss_cls: 0.3601, acc: 89.4595, loss_bbox: 0.3720, loss_mask: 0.4027, loss: 1.2804 2024-05-27 14:45:27,448 - mmdet - INFO - Epoch [1][3900/7330] lr: 5.133e-05, eta: 5:59:09, time: 0.265, data_time: 0.016, memory: 4108, loss_rpn_cls: 0.0760, loss_rpn_bbox: 0.0642, loss_cls: 0.3578, acc: 89.5754, loss_bbox: 0.3686, loss_mask: 0.4052, loss: 1.2717 2024-05-27 14:45:40,573 - mmdet - INFO - Epoch [1][3950/7330] lr: 5.133e-05, eta: 5:59:02, time: 0.262, data_time: 0.014, memory: 4108, loss_rpn_cls: 0.0681, loss_rpn_bbox: 0.0611, loss_cls: 0.3434, acc: 90.0525, loss_bbox: 0.3494, loss_mask: 0.4037, loss: 1.2257 2024-05-27 14:45:53,695 - mmdet - INFO - Exp name: mask_rcnn_deit_vit_b_fpn_1x_coco_bs16.py 2024-05-27 14:45:53,695 - mmdet - INFO - Epoch [1][4000/7330] lr: 5.133e-05, eta: 5:58:56, time: 0.262, data_time: 0.016, memory: 4108, loss_rpn_cls: 0.0783, loss_rpn_bbox: 0.0632, loss_cls: 0.3498, acc: 90.0493, loss_bbox: 0.3482, loss_mask: 0.4116, loss: 1.2511 2024-05-27 14:46:06,921 - mmdet - INFO - Epoch [1][4050/7330] lr: 5.133e-05, eta: 5:58:51, time: 0.265, data_time: 0.021, memory: 4108, loss_rpn_cls: 0.0781, loss_rpn_bbox: 0.0682, loss_cls: 0.3533, acc: 89.7656, loss_bbox: 0.3578, loss_mask: 0.4046, loss: 1.2621 2024-05-27 14:46:20,003 - mmdet - INFO - Epoch [1][4100/7330] lr: 5.133e-05, eta: 5:58:44, time: 0.262, data_time: 0.014, memory: 4108, loss_rpn_cls: 0.0758, loss_rpn_bbox: 0.0656, loss_cls: 0.3591, acc: 89.7212, loss_bbox: 0.3614, loss_mask: 0.4031, loss: 1.2650 2024-05-27 14:46:33,344 - mmdet - INFO - Epoch [1][4150/7330] lr: 5.133e-05, eta: 5:58:41, time: 0.267, data_time: 0.014, memory: 4108, loss_rpn_cls: 0.0728, loss_rpn_bbox: 0.0643, loss_cls: 0.3573, acc: 89.7007, loss_bbox: 0.3615, loss_mask: 0.4103, loss: 1.2663 2024-05-27 14:46:46,516 - mmdet - INFO - Epoch [1][4200/7330] lr: 5.133e-05, eta: 5:58:35, time: 0.263, data_time: 0.015, memory: 4108, loss_rpn_cls: 0.0774, loss_rpn_bbox: 0.0652, loss_cls: 0.3583, acc: 89.6492, loss_bbox: 0.3618, loss_mask: 0.4034, loss: 1.2660 2024-05-27 14:46:59,816 - mmdet - INFO - Epoch [1][4250/7330] lr: 5.133e-05, eta: 5:58:31, time: 0.266, data_time: 0.016, memory: 4108, loss_rpn_cls: 0.0777, loss_rpn_bbox: 0.0638, loss_cls: 0.3464, acc: 89.8376, loss_bbox: 0.3601, loss_mask: 0.4041, loss: 1.2522 2024-05-27 14:47:12,933 - mmdet - INFO - Epoch [1][4300/7330] lr: 5.133e-05, eta: 5:58:23, time: 0.262, data_time: 0.015, memory: 4108, loss_rpn_cls: 0.0805, loss_rpn_bbox: 0.0645, loss_cls: 0.3527, acc: 89.8621, loss_bbox: 0.3512, loss_mask: 0.3998, loss: 1.2486 2024-05-27 14:47:26,017 - mmdet - INFO - Epoch [1][4350/7330] lr: 5.133e-05, eta: 5:58:15, time: 0.262, data_time: 0.014, memory: 4108, loss_rpn_cls: 0.0812, loss_rpn_bbox: 0.0649, loss_cls: 0.3475, acc: 89.8884, loss_bbox: 0.3513, loss_mask: 0.3983, loss: 1.2432 2024-05-27 14:47:39,154 - mmdet - INFO - Epoch [1][4400/7330] lr: 5.133e-05, eta: 5:58:08, time: 0.263, data_time: 0.016, memory: 4108, loss_rpn_cls: 0.0765, loss_rpn_bbox: 0.0658, loss_cls: 0.3413, acc: 89.9492, loss_bbox: 0.3527, loss_mask: 0.3931, loss: 1.2294 2024-05-27 14:47:52,374 - mmdet - INFO - Epoch [1][4450/7330] lr: 5.133e-05, eta: 5:58:01, time: 0.264, data_time: 0.017, memory: 4108, loss_rpn_cls: 0.0751, loss_rpn_bbox: 0.0633, loss_cls: 0.3489, acc: 89.8018, loss_bbox: 0.3603, loss_mask: 0.3896, loss: 1.2372 2024-05-27 14:48:05,548 - mmdet - INFO - Epoch [1][4500/7330] lr: 5.133e-05, eta: 5:57:54, time: 0.263, data_time: 0.013, memory: 4108, loss_rpn_cls: 0.0743, loss_rpn_bbox: 0.0656, loss_cls: 0.3505, acc: 89.7805, loss_bbox: 0.3607, loss_mask: 0.3890, loss: 1.2401 2024-05-27 14:48:18,652 - mmdet - INFO - Epoch [1][4550/7330] lr: 5.133e-05, eta: 5:57:46, time: 0.262, data_time: 0.015, memory: 4108, loss_rpn_cls: 0.0714, loss_rpn_bbox: 0.0599, loss_cls: 0.3419, acc: 90.2505, loss_bbox: 0.3396, loss_mask: 0.3880, loss: 1.2009 2024-05-27 14:48:31,806 - mmdet - INFO - Epoch [1][4600/7330] lr: 5.133e-05, eta: 5:57:38, time: 0.263, data_time: 0.013, memory: 4108, loss_rpn_cls: 0.0695, loss_rpn_bbox: 0.0597, loss_cls: 0.3378, acc: 90.0652, loss_bbox: 0.3489, loss_mask: 0.3860, loss: 1.2020 2024-05-27 14:48:45,072 - mmdet - INFO - Epoch [1][4650/7330] lr: 5.133e-05, eta: 5:57:32, time: 0.265, data_time: 0.014, memory: 4108, loss_rpn_cls: 0.0740, loss_rpn_bbox: 0.0631, loss_cls: 0.3473, acc: 89.8499, loss_bbox: 0.3535, loss_mask: 0.3923, loss: 1.2303 2024-05-27 14:48:58,253 - mmdet - INFO - Epoch [1][4700/7330] lr: 5.133e-05, eta: 5:57:25, time: 0.264, data_time: 0.014, memory: 4108, loss_rpn_cls: 0.0719, loss_rpn_bbox: 0.0606, loss_cls: 0.3369, acc: 89.9741, loss_bbox: 0.3478, loss_mask: 0.3823, loss: 1.1995 2024-05-27 14:49:11,318 - mmdet - INFO - Epoch [1][4750/7330] lr: 5.133e-05, eta: 5:57:15, time: 0.261, data_time: 0.014, memory: 4108, loss_rpn_cls: 0.0730, loss_rpn_bbox: 0.0662, loss_cls: 0.3346, acc: 90.0579, loss_bbox: 0.3478, loss_mask: 0.3846, loss: 1.2063 2024-05-27 14:49:24,731 - mmdet - INFO - Epoch [1][4800/7330] lr: 5.133e-05, eta: 5:57:12, time: 0.268, data_time: 0.017, memory: 4108, loss_rpn_cls: 0.0736, loss_rpn_bbox: 0.0661, loss_cls: 0.3562, acc: 89.3018, loss_bbox: 0.3756, loss_mask: 0.3880, loss: 1.2595 2024-05-27 14:49:37,943 - mmdet - INFO - Epoch [1][4850/7330] lr: 5.133e-05, eta: 5:57:04, time: 0.264, data_time: 0.015, memory: 4108, loss_rpn_cls: 0.0717, loss_rpn_bbox: 0.0616, loss_cls: 0.3405, acc: 89.7722, loss_bbox: 0.3608, loss_mask: 0.3832, loss: 1.2178 2024-05-27 14:49:51,130 - mmdet - INFO - Epoch [1][4900/7330] lr: 5.133e-05, eta: 5:56:56, time: 0.264, data_time: 0.016, memory: 4108, loss_rpn_cls: 0.0723, loss_rpn_bbox: 0.0627, loss_cls: 0.3258, acc: 90.2817, loss_bbox: 0.3432, loss_mask: 0.3914, loss: 1.1954 2024-05-27 14:50:04,350 - mmdet - INFO - Epoch [1][4950/7330] lr: 5.133e-05, eta: 5:56:49, time: 0.264, data_time: 0.016, memory: 4108, loss_rpn_cls: 0.0711, loss_rpn_bbox: 0.0643, loss_cls: 0.3298, acc: 90.0188, loss_bbox: 0.3484, loss_mask: 0.3724, loss: 1.1860 2024-05-27 14:50:17,579 - mmdet - INFO - Exp name: mask_rcnn_deit_vit_b_fpn_1x_coco_bs16.py 2024-05-27 14:50:17,579 - mmdet - INFO - Epoch [1][5000/7330] lr: 5.133e-05, eta: 5:56:42, time: 0.265, data_time: 0.017, memory: 4108, loss_rpn_cls: 0.0710, loss_rpn_bbox: 0.0628, loss_cls: 0.3404, acc: 89.7654, loss_bbox: 0.3592, loss_mask: 0.3858, loss: 1.2192 2024-05-27 14:50:30,954 - mmdet - INFO - Epoch [1][5050/7330] lr: 5.133e-05, eta: 5:56:37, time: 0.268, data_time: 0.013, memory: 4108, loss_rpn_cls: 0.0713, loss_rpn_bbox: 0.0654, loss_cls: 0.3417, acc: 89.7002, loss_bbox: 0.3622, loss_mask: 0.3881, loss: 1.2286 2024-05-27 14:50:44,181 - mmdet - INFO - Epoch [1][5100/7330] lr: 5.133e-05, eta: 5:56:29, time: 0.264, data_time: 0.016, memory: 4108, loss_rpn_cls: 0.0682, loss_rpn_bbox: 0.0600, loss_cls: 0.3314, acc: 90.0437, loss_bbox: 0.3502, loss_mask: 0.3725, loss: 1.1822 2024-05-27 14:50:57,445 - mmdet - INFO - Epoch [1][5150/7330] lr: 5.133e-05, eta: 5:56:22, time: 0.265, data_time: 0.015, memory: 4108, loss_rpn_cls: 0.0692, loss_rpn_bbox: 0.0639, loss_cls: 0.3390, acc: 89.5715, loss_bbox: 0.3624, loss_mask: 0.3764, loss: 1.2109 2024-05-27 14:51:10,572 - mmdet - INFO - Epoch [1][5200/7330] lr: 5.133e-05, eta: 5:56:12, time: 0.263, data_time: 0.013, memory: 4108, loss_rpn_cls: 0.0683, loss_rpn_bbox: 0.0657, loss_cls: 0.3360, acc: 89.7180, loss_bbox: 0.3595, loss_mask: 0.3754, loss: 1.2049 2024-05-27 14:51:23,765 - mmdet - INFO - Epoch [1][5250/7330] lr: 5.133e-05, eta: 5:56:04, time: 0.264, data_time: 0.014, memory: 4108, loss_rpn_cls: 0.0738, loss_rpn_bbox: 0.0652, loss_cls: 0.3304, acc: 90.0420, loss_bbox: 0.3427, loss_mask: 0.3744, loss: 1.1866 2024-05-27 14:51:36,951 - mmdet - INFO - Epoch [1][5300/7330] lr: 5.133e-05, eta: 5:55:55, time: 0.264, data_time: 0.015, memory: 4108, loss_rpn_cls: 0.0679, loss_rpn_bbox: 0.0592, loss_cls: 0.3307, acc: 90.0107, loss_bbox: 0.3480, loss_mask: 0.3745, loss: 1.1803 2024-05-27 14:51:50,184 - mmdet - INFO - Epoch [1][5350/7330] lr: 5.133e-05, eta: 5:55:47, time: 0.265, data_time: 0.015, memory: 4108, loss_rpn_cls: 0.0709, loss_rpn_bbox: 0.0637, loss_cls: 0.3519, acc: 89.5486, loss_bbox: 0.3649, loss_mask: 0.3780, loss: 1.2294 2024-05-27 14:52:03,492 - mmdet - INFO - Epoch [1][5400/7330] lr: 5.133e-05, eta: 5:55:40, time: 0.266, data_time: 0.017, memory: 4108, loss_rpn_cls: 0.0705, loss_rpn_bbox: 0.0643, loss_cls: 0.3325, acc: 89.9954, loss_bbox: 0.3524, loss_mask: 0.3737, loss: 1.1934 2024-05-27 14:52:16,781 - mmdet - INFO - Epoch [1][5450/7330] lr: 5.133e-05, eta: 5:55:33, time: 0.266, data_time: 0.014, memory: 4108, loss_rpn_cls: 0.0682, loss_rpn_bbox: 0.0612, loss_cls: 0.3319, acc: 89.8867, loss_bbox: 0.3524, loss_mask: 0.3751, loss: 1.1888 2024-05-27 14:52:29,965 - mmdet - INFO - Epoch [1][5500/7330] lr: 5.133e-05, eta: 5:55:24, time: 0.264, data_time: 0.018, memory: 4108, loss_rpn_cls: 0.0667, loss_rpn_bbox: 0.0650, loss_cls: 0.3412, acc: 89.6077, loss_bbox: 0.3654, loss_mask: 0.3730, loss: 1.2113 2024-05-27 14:52:43,127 - mmdet - INFO - Epoch [1][5550/7330] lr: 5.133e-05, eta: 5:55:14, time: 0.263, data_time: 0.014, memory: 4108, loss_rpn_cls: 0.0694, loss_rpn_bbox: 0.0633, loss_cls: 0.3254, acc: 90.0071, loss_bbox: 0.3518, loss_mask: 0.3717, loss: 1.1816 2024-05-27 14:52:56,472 - mmdet - INFO - Epoch [1][5600/7330] lr: 5.133e-05, eta: 5:55:07, time: 0.267, data_time: 0.014, memory: 4108, loss_rpn_cls: 0.0685, loss_rpn_bbox: 0.0637, loss_cls: 0.3327, acc: 89.6626, loss_bbox: 0.3634, loss_mask: 0.3727, loss: 1.2010 2024-05-27 14:53:09,622 - mmdet - INFO - Epoch [1][5650/7330] lr: 5.133e-05, eta: 5:54:57, time: 0.263, data_time: 0.013, memory: 4108, loss_rpn_cls: 0.0680, loss_rpn_bbox: 0.0599, loss_cls: 0.3105, acc: 90.5828, loss_bbox: 0.3352, loss_mask: 0.3585, loss: 1.1322 2024-05-27 14:53:22,709 - mmdet - INFO - Epoch [1][5700/7330] lr: 5.133e-05, eta: 5:54:47, time: 0.262, data_time: 0.014, memory: 4108, loss_rpn_cls: 0.0649, loss_rpn_bbox: 0.0625, loss_cls: 0.3266, acc: 90.1023, loss_bbox: 0.3487, loss_mask: 0.3660, loss: 1.1687 2024-05-27 14:53:35,926 - mmdet - INFO - Epoch [1][5750/7330] lr: 5.133e-05, eta: 5:54:38, time: 0.264, data_time: 0.013, memory: 4108, loss_rpn_cls: 0.0638, loss_rpn_bbox: 0.0592, loss_cls: 0.3235, acc: 90.0522, loss_bbox: 0.3455, loss_mask: 0.3564, loss: 1.1485 2024-05-27 14:53:49,284 - mmdet - INFO - Epoch [1][5800/7330] lr: 5.133e-05, eta: 5:54:31, time: 0.267, data_time: 0.014, memory: 4108, loss_rpn_cls: 0.0640, loss_rpn_bbox: 0.0624, loss_cls: 0.3257, acc: 90.0510, loss_bbox: 0.3471, loss_mask: 0.3592, loss: 1.1584 2024-05-27 14:54:02,462 - mmdet - INFO - Epoch [1][5850/7330] lr: 5.133e-05, eta: 5:54:21, time: 0.264, data_time: 0.015, memory: 4108, loss_rpn_cls: 0.0653, loss_rpn_bbox: 0.0598, loss_cls: 0.3291, acc: 90.0999, loss_bbox: 0.3514, loss_mask: 0.3633, loss: 1.1689 2024-05-27 14:54:15,720 - mmdet - INFO - Epoch [1][5900/7330] lr: 5.133e-05, eta: 5:54:12, time: 0.265, data_time: 0.015, memory: 4108, loss_rpn_cls: 0.0616, loss_rpn_bbox: 0.0598, loss_cls: 0.3256, acc: 89.9956, loss_bbox: 0.3484, loss_mask: 0.3564, loss: 1.1518 2024-05-27 14:54:29,046 - mmdet - INFO - Epoch [1][5950/7330] lr: 5.133e-05, eta: 5:54:05, time: 0.267, data_time: 0.014, memory: 4108, loss_rpn_cls: 0.0701, loss_rpn_bbox: 0.0619, loss_cls: 0.3295, acc: 89.9077, loss_bbox: 0.3518, loss_mask: 0.3611, loss: 1.1746 2024-05-27 14:54:42,386 - mmdet - INFO - Exp name: mask_rcnn_deit_vit_b_fpn_1x_coco_bs16.py 2024-05-27 14:54:42,387 - mmdet - INFO - Epoch [1][6000/7330] lr: 5.133e-05, eta: 5:53:57, time: 0.267, data_time: 0.015, memory: 4108, loss_rpn_cls: 0.0700, loss_rpn_bbox: 0.0678, loss_cls: 0.3167, acc: 89.9888, loss_bbox: 0.3541, loss_mask: 0.3572, loss: 1.1657 2024-05-27 14:54:55,627 - mmdet - INFO - Epoch [1][6050/7330] lr: 5.133e-05, eta: 5:53:48, time: 0.265, data_time: 0.015, memory: 4108, loss_rpn_cls: 0.0699, loss_rpn_bbox: 0.0602, loss_cls: 0.3243, acc: 89.9741, loss_bbox: 0.3516, loss_mask: 0.3573, loss: 1.1634 2024-05-27 14:55:08,890 - mmdet - INFO - Epoch [1][6100/7330] lr: 5.133e-05, eta: 5:53:39, time: 0.265, data_time: 0.015, memory: 4108, loss_rpn_cls: 0.0642, loss_rpn_bbox: 0.0590, loss_cls: 0.3139, acc: 90.1504, loss_bbox: 0.3442, loss_mask: 0.3608, loss: 1.1422 2024-05-27 14:55:22,143 - mmdet - INFO - Epoch [1][6150/7330] lr: 5.133e-05, eta: 5:53:30, time: 0.265, data_time: 0.018, memory: 4108, loss_rpn_cls: 0.0679, loss_rpn_bbox: 0.0600, loss_cls: 0.3210, acc: 90.1628, loss_bbox: 0.3450, loss_mask: 0.3498, loss: 1.1437 2024-05-27 14:55:35,359 - mmdet - INFO - Epoch [1][6200/7330] lr: 5.133e-05, eta: 5:53:20, time: 0.264, data_time: 0.017, memory: 4108, loss_rpn_cls: 0.0659, loss_rpn_bbox: 0.0600, loss_cls: 0.3157, acc: 90.3501, loss_bbox: 0.3357, loss_mask: 0.3534, loss: 1.1307 2024-05-27 14:55:48,515 - mmdet - INFO - Epoch [1][6250/7330] lr: 5.133e-05, eta: 5:53:10, time: 0.263, data_time: 0.013, memory: 4108, loss_rpn_cls: 0.0634, loss_rpn_bbox: 0.0585, loss_cls: 0.3184, acc: 90.3269, loss_bbox: 0.3399, loss_mask: 0.3470, loss: 1.1272 2024-05-27 14:56:02,041 - mmdet - INFO - Epoch [1][6300/7330] lr: 5.133e-05, eta: 5:53:04, time: 0.271, data_time: 0.015, memory: 4108, loss_rpn_cls: 0.0681, loss_rpn_bbox: 0.0653, loss_cls: 0.3246, acc: 89.7776, loss_bbox: 0.3637, loss_mask: 0.3556, loss: 1.1773 2024-05-27 14:56:15,354 - mmdet - INFO - Epoch [1][6350/7330] lr: 5.133e-05, eta: 5:52:55, time: 0.266, data_time: 0.015, memory: 4108, loss_rpn_cls: 0.0621, loss_rpn_bbox: 0.0617, loss_cls: 0.3151, acc: 90.1797, loss_bbox: 0.3433, loss_mask: 0.3476, loss: 1.1298 2024-05-27 14:56:28,365 - mmdet - INFO - Epoch [1][6400/7330] lr: 5.133e-05, eta: 5:52:43, time: 0.260, data_time: 0.014, memory: 4108, loss_rpn_cls: 0.0638, loss_rpn_bbox: 0.0591, loss_cls: 0.3051, acc: 90.6401, loss_bbox: 0.3254, loss_mask: 0.3441, loss: 1.0974 2024-05-27 14:56:41,746 - mmdet - INFO - Epoch [1][6450/7330] lr: 5.133e-05, eta: 5:52:35, time: 0.268, data_time: 0.015, memory: 4108, loss_rpn_cls: 0.0706, loss_rpn_bbox: 0.0618, loss_cls: 0.3203, acc: 90.0493, loss_bbox: 0.3486, loss_mask: 0.3503, loss: 1.1515 2024-05-27 14:56:55,122 - mmdet - INFO - Epoch [1][6500/7330] lr: 5.133e-05, eta: 5:52:27, time: 0.268, data_time: 0.017, memory: 4108, loss_rpn_cls: 0.0639, loss_rpn_bbox: 0.0603, loss_cls: 0.3256, acc: 89.8000, loss_bbox: 0.3507, loss_mask: 0.3514, loss: 1.1519 2024-05-27 14:57:08,449 - mmdet - INFO - Epoch [1][6550/7330] lr: 5.133e-05, eta: 5:52:18, time: 0.267, data_time: 0.015, memory: 4108, loss_rpn_cls: 0.0619, loss_rpn_bbox: 0.0596, loss_cls: 0.3237, acc: 90.0630, loss_bbox: 0.3494, loss_mask: 0.3479, loss: 1.1427 2024-05-27 14:57:21,871 - mmdet - INFO - Epoch [1][6600/7330] lr: 5.133e-05, eta: 5:52:11, time: 0.268, data_time: 0.017, memory: 4108, loss_rpn_cls: 0.0659, loss_rpn_bbox: 0.0596, loss_cls: 0.3165, acc: 90.0508, loss_bbox: 0.3440, loss_mask: 0.3408, loss: 1.1268 2024-05-27 14:57:35,047 - mmdet - INFO - Epoch [1][6650/7330] lr: 5.133e-05, eta: 5:52:00, time: 0.264, data_time: 0.017, memory: 4108, loss_rpn_cls: 0.0684, loss_rpn_bbox: 0.0610, loss_cls: 0.3159, acc: 90.2041, loss_bbox: 0.3455, loss_mask: 0.3465, loss: 1.1372 2024-05-27 14:57:48,299 - mmdet - INFO - Epoch [1][6700/7330] lr: 5.133e-05, eta: 5:51:50, time: 0.265, data_time: 0.014, memory: 4108, loss_rpn_cls: 0.0677, loss_rpn_bbox: 0.0626, loss_cls: 0.3249, acc: 90.1201, loss_bbox: 0.3509, loss_mask: 0.3466, loss: 1.1527 2024-05-27 14:58:01,597 - mmdet - INFO - Epoch [1][6750/7330] lr: 5.133e-05, eta: 5:51:41, time: 0.266, data_time: 0.015, memory: 4108, loss_rpn_cls: 0.0598, loss_rpn_bbox: 0.0566, loss_cls: 0.3123, acc: 90.4143, loss_bbox: 0.3357, loss_mask: 0.3388, loss: 1.1031 2024-05-27 14:58:14,834 - mmdet - INFO - Epoch [1][6800/7330] lr: 5.133e-05, eta: 5:51:31, time: 0.265, data_time: 0.015, memory: 4108, loss_rpn_cls: 0.0652, loss_rpn_bbox: 0.0604, loss_cls: 0.3226, acc: 90.0522, loss_bbox: 0.3467, loss_mask: 0.3415, loss: 1.1363 2024-05-27 14:58:28,296 - mmdet - INFO - Epoch [1][6850/7330] lr: 5.133e-05, eta: 5:51:24, time: 0.269, data_time: 0.014, memory: 4108, loss_rpn_cls: 0.0680, loss_rpn_bbox: 0.0631, loss_cls: 0.3426, acc: 89.3994, loss_bbox: 0.3700, loss_mask: 0.3512, loss: 1.1949 2024-05-27 14:58:41,622 - mmdet - INFO - Epoch [1][6900/7330] lr: 5.133e-05, eta: 5:51:14, time: 0.267, data_time: 0.015, memory: 4108, loss_rpn_cls: 0.0584, loss_rpn_bbox: 0.0584, loss_cls: 0.3176, acc: 90.1682, loss_bbox: 0.3482, loss_mask: 0.3409, loss: 1.1235 2024-05-27 14:58:54,867 - mmdet - INFO - Epoch [1][6950/7330] lr: 5.133e-05, eta: 5:51:04, time: 0.265, data_time: 0.015, memory: 4108, loss_rpn_cls: 0.0596, loss_rpn_bbox: 0.0554, loss_cls: 0.3051, acc: 90.4451, loss_bbox: 0.3313, loss_mask: 0.3388, loss: 1.0902 2024-05-27 14:59:08,273 - mmdet - INFO - Exp name: mask_rcnn_deit_vit_b_fpn_1x_coco_bs16.py 2024-05-27 14:59:08,273 - mmdet - INFO - Epoch [1][7000/7330] lr: 5.133e-05, eta: 5:50:56, time: 0.268, data_time: 0.017, memory: 4108, loss_rpn_cls: 0.0642, loss_rpn_bbox: 0.0599, loss_cls: 0.3224, acc: 89.9087, loss_bbox: 0.3477, loss_mask: 0.3447, loss: 1.1388 2024-05-27 14:59:21,746 - mmdet - INFO - Epoch [1][7050/7330] lr: 5.133e-05, eta: 5:50:48, time: 0.269, data_time: 0.016, memory: 4108, loss_rpn_cls: 0.0610, loss_rpn_bbox: 0.0618, loss_cls: 0.3369, acc: 89.6404, loss_bbox: 0.3602, loss_mask: 0.3521, loss: 1.1720 2024-05-27 14:59:35,151 - mmdet - INFO - Epoch [1][7100/7330] lr: 5.133e-05, eta: 5:50:40, time: 0.268, data_time: 0.015, memory: 4108, loss_rpn_cls: 0.0603, loss_rpn_bbox: 0.0597, loss_cls: 0.3207, acc: 90.0354, loss_bbox: 0.3524, loss_mask: 0.3472, loss: 1.1403 2024-05-27 14:59:48,485 - mmdet - INFO - Epoch [1][7150/7330] lr: 5.133e-05, eta: 5:50:31, time: 0.267, data_time: 0.015, memory: 4108, loss_rpn_cls: 0.0657, loss_rpn_bbox: 0.0576, loss_cls: 0.3105, acc: 90.3735, loss_bbox: 0.3408, loss_mask: 0.3527, loss: 1.1274 2024-05-27 15:00:01,729 - mmdet - INFO - Epoch [1][7200/7330] lr: 5.133e-05, eta: 5:50:20, time: 0.265, data_time: 0.017, memory: 4108, loss_rpn_cls: 0.0589, loss_rpn_bbox: 0.0570, loss_cls: 0.2984, acc: 90.4214, loss_bbox: 0.3343, loss_mask: 0.3346, loss: 1.0833 2024-05-27 15:00:15,087 - mmdet - INFO - Epoch [1][7250/7330] lr: 5.133e-05, eta: 5:50:11, time: 0.267, data_time: 0.014, memory: 4108, loss_rpn_cls: 0.0562, loss_rpn_bbox: 0.0564, loss_cls: 0.3059, acc: 90.3354, loss_bbox: 0.3365, loss_mask: 0.3371, loss: 1.0921 2024-05-27 15:00:28,633 - mmdet - INFO - Epoch [1][7300/7330] lr: 5.133e-05, eta: 5:50:04, time: 0.271, data_time: 0.015, memory: 4108, loss_rpn_cls: 0.0646, loss_rpn_bbox: 0.0600, loss_cls: 0.3254, acc: 89.9541, loss_bbox: 0.3493, loss_mask: 0.3482, loss: 1.1475 2024-05-27 15:00:37,206 - mmdet - INFO - Saving checkpoint at 1 epochs 2024-05-27 15:01:35,414 - mmdet - INFO - Evaluating bbox... 2024-05-27 15:02:13,088 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.207 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.443 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.160 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.109 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.240 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.293 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.362 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.362 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.362 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.194 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.402 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.501 2024-05-27 15:02:13,089 - mmdet - INFO - Evaluating segm... 2024-05-27 15:02:52,604 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.217 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.413 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.206 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.079 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.237 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.363 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.355 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.355 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.355 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.157 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.400 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.531 2024-05-27 15:02:53,325 - mmdet - INFO - Exp name: mask_rcnn_deit_vit_b_fpn_1x_coco_bs16.py 2024-05-27 15:02:53,325 - mmdet - INFO - Epoch(val) [1][625] bbox_mAP: 0.2070, bbox_mAP_50: 0.4430, bbox_mAP_75: 0.1600, bbox_mAP_s: 0.1090, bbox_mAP_m: 0.2400, bbox_mAP_l: 0.2930, bbox_mAP_copypaste: 0.207 0.443 0.160 0.109 0.240 0.293, segm_mAP: 0.2170, segm_mAP_50: 0.4130, segm_mAP_75: 0.2060, segm_mAP_s: 0.0790, segm_mAP_m: 0.2370, segm_mAP_l: 0.3630, segm_mAP_copypaste: 0.217 0.413 0.206 0.079 0.237 0.363 2024-05-27 15:03:09,774 - mmdet - INFO - Epoch [2][50/7330] lr: 5.133e-05, eta: 5:48:55, time: 0.329, data_time: 0.079, memory: 4108, loss_rpn_cls: 0.0630, loss_rpn_bbox: 0.0577, loss_cls: 0.3142, acc: 90.1809, loss_bbox: 0.3394, loss_mask: 0.3322, loss: 1.1065 2024-05-27 15:03:22,770 - mmdet - INFO - Epoch [2][100/7330] lr: 5.133e-05, eta: 5:48:42, time: 0.260, data_time: 0.019, memory: 4108, loss_rpn_cls: 0.0785, loss_rpn_bbox: 0.0615, loss_cls: 0.3181, acc: 90.4893, loss_bbox: 0.3346, loss_mask: 0.3457, loss: 1.1383 2024-05-27 15:03:36,017 - mmdet - INFO - Epoch [2][150/7330] lr: 5.133e-05, eta: 5:48:32, time: 0.265, data_time: 0.013, memory: 4108, loss_rpn_cls: 0.0580, loss_rpn_bbox: 0.0568, loss_cls: 0.3027, acc: 90.2480, loss_bbox: 0.3434, loss_mask: 0.3335, loss: 1.0943 2024-05-27 15:03:49,355 - mmdet - INFO - Epoch [2][200/7330] lr: 5.133e-05, eta: 5:48:22, time: 0.267, data_time: 0.020, memory: 4108, loss_rpn_cls: 0.0620, loss_rpn_bbox: 0.0578, loss_cls: 0.3122, acc: 90.0786, loss_bbox: 0.3429, loss_mask: 0.3320, loss: 1.1071 2024-05-27 15:04:02,422 - mmdet - INFO - Epoch [2][250/7330] lr: 5.133e-05, eta: 5:48:10, time: 0.261, data_time: 0.017, memory: 4108, loss_rpn_cls: 0.0619, loss_rpn_bbox: 0.0600, loss_cls: 0.3087, acc: 90.3967, loss_bbox: 0.3374, loss_mask: 0.3421, loss: 1.1100 2024-05-27 15:04:15,777 - mmdet - INFO - Epoch [2][300/7330] lr: 5.133e-05, eta: 5:48:01, time: 0.267, data_time: 0.017, memory: 4108, loss_rpn_cls: 0.0600, loss_rpn_bbox: 0.0595, loss_cls: 0.3197, acc: 89.9338, loss_bbox: 0.3536, loss_mask: 0.3341, loss: 1.1269 2024-05-27 15:04:29,016 - mmdet - INFO - Epoch [2][350/7330] lr: 5.133e-05, eta: 5:47:51, time: 0.265, data_time: 0.017, memory: 4108, loss_rpn_cls: 0.0611, loss_rpn_bbox: 0.0617, loss_cls: 0.3057, acc: 90.3333, loss_bbox: 0.3474, loss_mask: 0.3329, loss: 1.1087 2024-05-27 15:04:42,524 - mmdet - INFO - Epoch [2][400/7330] lr: 5.133e-05, eta: 5:47:43, time: 0.270, data_time: 0.014, memory: 4108, loss_rpn_cls: 0.0607, loss_rpn_bbox: 0.0585, loss_cls: 0.3106, acc: 90.1379, loss_bbox: 0.3444, loss_mask: 0.3343, loss: 1.1085 2024-05-27 15:04:55,983 - mmdet - INFO - Epoch [2][450/7330] lr: 5.133e-05, eta: 5:47:35, time: 0.269, data_time: 0.016, memory: 4108, loss_rpn_cls: 0.0570, loss_rpn_bbox: 0.0572, loss_cls: 0.3055, acc: 90.1973, loss_bbox: 0.3448, loss_mask: 0.3312, loss: 1.0958 2024-05-27 15:05:09,297 - mmdet - INFO - Epoch [2][500/7330] lr: 5.133e-05, eta: 5:47:25, time: 0.266, data_time: 0.014, memory: 4108, loss_rpn_cls: 0.0611, loss_rpn_bbox: 0.0597, loss_cls: 0.2994, acc: 90.2029, loss_bbox: 0.3414, loss_mask: 0.3292, loss: 1.0908 2024-05-27 15:05:22,666 - mmdet - INFO - Epoch [2][550/7330] lr: 5.133e-05, eta: 5:47:15, time: 0.267, data_time: 0.012, memory: 4108, loss_rpn_cls: 0.0521, loss_rpn_bbox: 0.0560, loss_cls: 0.2874, acc: 90.7222, loss_bbox: 0.3284, loss_mask: 0.3240, loss: 1.0479 2024-05-27 15:05:36,053 - mmdet - INFO - Epoch [2][600/7330] lr: 5.133e-05, eta: 5:47:06, time: 0.268, data_time: 0.015, memory: 4108, loss_rpn_cls: 0.0565, loss_rpn_bbox: 0.0554, loss_cls: 0.3002, acc: 90.3882, loss_bbox: 0.3317, loss_mask: 0.3285, loss: 1.0722 2024-05-27 15:05:49,502 - mmdet - INFO - Epoch [2][650/7330] lr: 5.133e-05, eta: 5:46:58, time: 0.269, data_time: 0.014, memory: 4108, loss_rpn_cls: 0.0562, loss_rpn_bbox: 0.0548, loss_cls: 0.2963, acc: 90.6204, loss_bbox: 0.3270, loss_mask: 0.3227, loss: 1.0569 2024-05-27 15:06:02,963 - mmdet - INFO - Epoch [2][700/7330] lr: 5.133e-05, eta: 5:46:49, time: 0.269, data_time: 0.013, memory: 4108, loss_rpn_cls: 0.0599, loss_rpn_bbox: 0.0564, loss_cls: 0.2963, acc: 90.4604, loss_bbox: 0.3360, loss_mask: 0.3296, loss: 1.0782 2024-05-27 15:06:16,558 - mmdet - INFO - Epoch [2][750/7330] lr: 5.133e-05, eta: 5:46:42, time: 0.272, data_time: 0.015, memory: 4108, loss_rpn_cls: 0.0582, loss_rpn_bbox: 0.0601, loss_cls: 0.3009, acc: 90.3359, loss_bbox: 0.3431, loss_mask: 0.3299, loss: 1.0923 2024-05-27 15:06:29,912 - mmdet - INFO - Epoch [2][800/7330] lr: 5.133e-05, eta: 5:46:32, time: 0.267, data_time: 0.015, memory: 4108, loss_rpn_cls: 0.0627, loss_rpn_bbox: 0.0611, loss_cls: 0.2977, acc: 90.4248, loss_bbox: 0.3439, loss_mask: 0.3313, loss: 1.0967 2024-05-27 15:06:43,434 - mmdet - INFO - Epoch [2][850/7330] lr: 5.133e-05, eta: 5:46:24, time: 0.270, data_time: 0.017, memory: 4108, loss_rpn_cls: 0.0606, loss_rpn_bbox: 0.0619, loss_cls: 0.3181, acc: 89.9634, loss_bbox: 0.3492, loss_mask: 0.3342, loss: 1.1240 2024-05-27 15:06:56,859 - mmdet - INFO - Epoch [2][900/7330] lr: 5.133e-05, eta: 5:46:15, time: 0.268, data_time: 0.014, memory: 4108, loss_rpn_cls: 0.0578, loss_rpn_bbox: 0.0573, loss_cls: 0.3043, acc: 90.4592, loss_bbox: 0.3341, loss_mask: 0.3285, loss: 1.0819 2024-05-27 15:07:10,261 - mmdet - INFO - Epoch [2][950/7330] lr: 5.133e-05, eta: 5:46:05, time: 0.268, data_time: 0.014, memory: 4108, loss_rpn_cls: 0.0563, loss_rpn_bbox: 0.0536, loss_cls: 0.2959, acc: 90.5854, loss_bbox: 0.3275, loss_mask: 0.3225, loss: 1.0558 2024-05-27 15:07:23,706 - mmdet - INFO - Epoch [2][1000/7330] lr: 5.133e-05, eta: 5:45:56, time: 0.269, data_time: 0.014, memory: 4108, loss_rpn_cls: 0.0553, loss_rpn_bbox: 0.0565, loss_cls: 0.2912, acc: 90.5483, loss_bbox: 0.3357, loss_mask: 0.3292, loss: 1.0678 2024-05-27 15:07:37,236 - mmdet - INFO - Epoch [2][1050/7330] lr: 5.133e-05, eta: 5:45:48, time: 0.271, data_time: 0.015, memory: 4108, loss_rpn_cls: 0.0637, loss_rpn_bbox: 0.0618, loss_cls: 0.3129, acc: 90.0383, loss_bbox: 0.3526, loss_mask: 0.3335, loss: 1.1245 2024-05-27 15:07:50,633 - mmdet - INFO - Epoch [2][1100/7330] lr: 5.133e-05, eta: 5:45:38, time: 0.268, data_time: 0.014, memory: 4108, loss_rpn_cls: 0.0572, loss_rpn_bbox: 0.0575, loss_cls: 0.2841, acc: 90.7292, loss_bbox: 0.3275, loss_mask: 0.3250, loss: 1.0513 2024-05-27 15:08:04,273 - mmdet - INFO - Epoch [2][1150/7330] lr: 5.133e-05, eta: 5:45:31, time: 0.273, data_time: 0.018, memory: 4108, loss_rpn_cls: 0.0587, loss_rpn_bbox: 0.0596, loss_cls: 0.2972, acc: 90.2239, loss_bbox: 0.3404, loss_mask: 0.3215, loss: 1.0773 2024-05-27 15:08:17,735 - mmdet - INFO - Epoch [2][1200/7330] lr: 5.133e-05, eta: 5:45:22, time: 0.269, data_time: 0.017, memory: 4108, loss_rpn_cls: 0.0571, loss_rpn_bbox: 0.0574, loss_cls: 0.2942, acc: 90.5779, loss_bbox: 0.3337, loss_mask: 0.3316, loss: 1.0741 2024-05-27 15:08:31,194 - mmdet - INFO - Epoch [2][1250/7330] lr: 5.133e-05, eta: 5:45:12, time: 0.269, data_time: 0.014, memory: 4108, loss_rpn_cls: 0.0587, loss_rpn_bbox: 0.0560, loss_cls: 0.2895, acc: 90.6296, loss_bbox: 0.3297, loss_mask: 0.3231, loss: 1.0570 2024-05-27 15:08:44,906 - mmdet - INFO - Epoch [2][1300/7330] lr: 5.133e-05, eta: 5:45:05, time: 0.274, data_time: 0.015, memory: 4108, loss_rpn_cls: 0.0560, loss_rpn_bbox: 0.0610, loss_cls: 0.3122, acc: 89.8555, loss_bbox: 0.3595, loss_mask: 0.3299, loss: 1.1186 2024-05-27 15:08:58,383 - mmdet - INFO - Epoch [2][1350/7330] lr: 5.133e-05, eta: 5:44:56, time: 0.270, data_time: 0.014, memory: 4108, loss_rpn_cls: 0.0571, loss_rpn_bbox: 0.0546, loss_cls: 0.2983, acc: 90.5359, loss_bbox: 0.3337, loss_mask: 0.3249, loss: 1.0686 2024-05-27 15:09:11,892 - mmdet - INFO - Epoch [2][1400/7330] lr: 5.133e-05, eta: 5:44:47, time: 0.270, data_time: 0.014, memory: 4108, loss_rpn_cls: 0.0560, loss_rpn_bbox: 0.0558, loss_cls: 0.2970, acc: 90.4285, loss_bbox: 0.3327, loss_mask: 0.3237, loss: 1.0652 2024-05-27 15:09:25,141 - mmdet - INFO - Epoch [2][1450/7330] lr: 5.133e-05, eta: 5:44:36, time: 0.265, data_time: 0.016, memory: 4108, loss_rpn_cls: 0.0553, loss_rpn_bbox: 0.0557, loss_cls: 0.2796, acc: 91.0410, loss_bbox: 0.3143, loss_mask: 0.3192, loss: 1.0242 2024-05-27 15:09:38,652 - mmdet - INFO - Epoch [2][1500/7330] lr: 5.133e-05, eta: 5:44:27, time: 0.270, data_time: 0.016, memory: 4108, loss_rpn_cls: 0.0536, loss_rpn_bbox: 0.0568, loss_cls: 0.3001, acc: 90.3479, loss_bbox: 0.3410, loss_mask: 0.3296, loss: 1.0811 2024-05-27 15:09:52,140 - mmdet - INFO - Epoch [2][1550/7330] lr: 5.133e-05, eta: 5:44:18, time: 0.270, data_time: 0.015, memory: 4108, loss_rpn_cls: 0.0568, loss_rpn_bbox: 0.0565, loss_cls: 0.3061, acc: 90.3994, loss_bbox: 0.3376, loss_mask: 0.3332, loss: 1.0902 2024-05-27 15:10:05,612 - mmdet - INFO - Epoch [2][1600/7330] lr: 5.133e-05, eta: 5:44:08, time: 0.269, data_time: 0.016, memory: 4108, loss_rpn_cls: 0.0574, loss_rpn_bbox: 0.0571, loss_cls: 0.2978, acc: 90.3303, loss_bbox: 0.3386, loss_mask: 0.3242, loss: 1.0750 2024-05-27 15:10:19,078 - mmdet - INFO - Epoch [2][1650/7330] lr: 5.133e-05, eta: 5:43:59, time: 0.269, data_time: 0.014, memory: 4108, loss_rpn_cls: 0.0527, loss_rpn_bbox: 0.0555, loss_cls: 0.2975, acc: 90.4421, loss_bbox: 0.3405, loss_mask: 0.3251, loss: 1.0712 2024-05-27 15:10:32,468 - mmdet - INFO - Epoch [2][1700/7330] lr: 5.133e-05, eta: 5:43:49, time: 0.268, data_time: 0.016, memory: 4108, loss_rpn_cls: 0.0573, loss_rpn_bbox: 0.0552, loss_cls: 0.3038, acc: 90.4827, loss_bbox: 0.3316, loss_mask: 0.3324, loss: 1.0803 2024-05-27 15:10:45,918 - mmdet - INFO - Epoch [2][1750/7330] lr: 5.133e-05, eta: 5:43:39, time: 0.269, data_time: 0.014, memory: 4108, loss_rpn_cls: 0.0582, loss_rpn_bbox: 0.0569, loss_cls: 0.3053, acc: 90.3230, loss_bbox: 0.3366, loss_mask: 0.3223, loss: 1.0792 2024-05-27 15:10:59,464 - mmdet - INFO - Epoch [2][1800/7330] lr: 5.133e-05, eta: 5:43:30, time: 0.271, data_time: 0.015, memory: 4108, loss_rpn_cls: 0.0582, loss_rpn_bbox: 0.0569, loss_cls: 0.3138, acc: 90.2241, loss_bbox: 0.3405, loss_mask: 0.3318, loss: 1.1012 2024-05-27 15:11:13,006 - mmdet - INFO - Epoch [2][1850/7330] lr: 5.133e-05, eta: 5:43:21, time: 0.271, data_time: 0.017, memory: 4108, loss_rpn_cls: 0.0564, loss_rpn_bbox: 0.0559, loss_cls: 0.3002, acc: 90.4685, loss_bbox: 0.3337, loss_mask: 0.3340, loss: 1.0802 2024-05-27 15:11:26,477 - mmdet - INFO - Epoch [2][1900/7330] lr: 5.133e-05, eta: 5:43:11, time: 0.269, data_time: 0.014, memory: 4108, loss_rpn_cls: 0.0600, loss_rpn_bbox: 0.0574, loss_cls: 0.3162, acc: 90.1589, loss_bbox: 0.3430, loss_mask: 0.3227, loss: 1.0992 2024-05-27 15:11:39,870 - mmdet - INFO - Epoch [2][1950/7330] lr: 5.133e-05, eta: 5:43:01, time: 0.268, data_time: 0.015, memory: 4108, loss_rpn_cls: 0.0581, loss_rpn_bbox: 0.0578, loss_cls: 0.3048, acc: 90.3101, loss_bbox: 0.3412, loss_mask: 0.3306, loss: 1.0925 2024-05-27 15:11:53,378 - mmdet - INFO - Epoch [2][2000/7330] lr: 5.133e-05, eta: 5:42:51, time: 0.270, data_time: 0.014, memory: 4108, loss_rpn_cls: 0.0586, loss_rpn_bbox: 0.0556, loss_cls: 0.3013, acc: 90.2781, loss_bbox: 0.3383, loss_mask: 0.3193, loss: 1.0732 2024-05-27 15:12:06,878 - mmdet - INFO - Epoch [2][2050/7330] lr: 5.133e-05, eta: 5:42:42, time: 0.270, data_time: 0.014, memory: 4108, loss_rpn_cls: 0.0538, loss_rpn_bbox: 0.0577, loss_cls: 0.2823, acc: 90.7397, loss_bbox: 0.3294, loss_mask: 0.3151, loss: 1.0384 2024-05-27 15:12:20,457 - mmdet - INFO - Epoch [2][2100/7330] lr: 5.133e-05, eta: 5:42:33, time: 0.272, data_time: 0.018, memory: 4108, loss_rpn_cls: 0.0573, loss_rpn_bbox: 0.0582, loss_cls: 0.3081, acc: 90.2271, loss_bbox: 0.3391, loss_mask: 0.3193, loss: 1.0820 2024-05-27 15:12:34,051 - mmdet - INFO - Epoch [2][2150/7330] lr: 5.133e-05, eta: 5:42:24, time: 0.272, data_time: 0.015, memory: 4108, loss_rpn_cls: 0.0584, loss_rpn_bbox: 0.0558, loss_cls: 0.2974, acc: 90.6140, loss_bbox: 0.3328, loss_mask: 0.3250, loss: 1.0694 2024-05-27 15:12:47,537 - mmdet - INFO - Epoch [2][2200/7330] lr: 5.133e-05, eta: 5:42:14, time: 0.270, data_time: 0.015, memory: 4108, loss_rpn_cls: 0.0569, loss_rpn_bbox: 0.0575, loss_cls: 0.2913, acc: 90.6279, loss_bbox: 0.3280, loss_mask: 0.3185, loss: 1.0522 2024-05-27 15:13:00,927 - mmdet - INFO - Epoch [2][2250/7330] lr: 5.133e-05, eta: 5:42:03, time: 0.268, data_time: 0.013, memory: 4108, loss_rpn_cls: 0.0540, loss_rpn_bbox: 0.0534, loss_cls: 0.2901, acc: 90.8035, loss_bbox: 0.3289, loss_mask: 0.3193, loss: 1.0457 2024-05-27 15:13:14,303 - mmdet - INFO - Epoch [2][2300/7330] lr: 5.133e-05, eta: 5:41:53, time: 0.268, data_time: 0.015, memory: 4108, loss_rpn_cls: 0.0542, loss_rpn_bbox: 0.0561, loss_cls: 0.2930, acc: 90.6365, loss_bbox: 0.3275, loss_mask: 0.3198, loss: 1.0507 2024-05-27 15:13:27,818 - mmdet - INFO - Epoch [2][2350/7330] lr: 5.133e-05, eta: 5:41:43, time: 0.270, data_time: 0.013, memory: 4108, loss_rpn_cls: 0.0608, loss_rpn_bbox: 0.0594, loss_cls: 0.2960, acc: 90.5166, loss_bbox: 0.3365, loss_mask: 0.3202, loss: 1.0730 2024-05-27 15:13:41,367 - mmdet - INFO - Epoch [2][2400/7330] lr: 5.133e-05, eta: 5:41:33, time: 0.271, data_time: 0.017, memory: 4108, loss_rpn_cls: 0.0520, loss_rpn_bbox: 0.0530, loss_cls: 0.2967, acc: 90.5068, loss_bbox: 0.3315, loss_mask: 0.3215, loss: 1.0547 2024-05-27 15:13:54,885 - mmdet - INFO - Epoch [2][2450/7330] lr: 5.133e-05, eta: 5:41:24, time: 0.270, data_time: 0.015, memory: 4108, loss_rpn_cls: 0.0527, loss_rpn_bbox: 0.0590, loss_cls: 0.2967, acc: 90.4568, loss_bbox: 0.3354, loss_mask: 0.3184, loss: 1.0622 2024-05-27 15:14:08,382 - mmdet - INFO - Epoch [2][2500/7330] lr: 5.133e-05, eta: 5:41:14, time: 0.270, data_time: 0.013, memory: 4108, loss_rpn_cls: 0.0568, loss_rpn_bbox: 0.0603, loss_cls: 0.3011, acc: 90.2849, loss_bbox: 0.3404, loss_mask: 0.3179, loss: 1.0766 2024-05-27 15:14:21,955 - mmdet - INFO - Epoch [2][2550/7330] lr: 5.133e-05, eta: 5:41:04, time: 0.271, data_time: 0.015, memory: 4108, loss_rpn_cls: 0.0537, loss_rpn_bbox: 0.0564, loss_cls: 0.3031, acc: 90.2822, loss_bbox: 0.3412, loss_mask: 0.3190, loss: 1.0735 2024-05-27 15:14:35,498 - mmdet - INFO - Epoch [2][2600/7330] lr: 5.133e-05, eta: 5:40:55, time: 0.271, data_time: 0.015, memory: 4108, loss_rpn_cls: 0.0538, loss_rpn_bbox: 0.0578, loss_cls: 0.3050, acc: 90.1951, loss_bbox: 0.3450, loss_mask: 0.3270, loss: 1.0887 2024-05-27 15:14:49,037 - mmdet - INFO - Epoch [2][2650/7330] lr: 5.133e-05, eta: 5:40:45, time: 0.271, data_time: 0.015, memory: 4108, loss_rpn_cls: 0.0579, loss_rpn_bbox: 0.0595, loss_cls: 0.3042, acc: 90.1694, loss_bbox: 0.3401, loss_mask: 0.3247, loss: 1.0864 2024-05-27 15:15:02,563 - mmdet - INFO - Epoch [2][2700/7330] lr: 5.133e-05, eta: 5:40:35, time: 0.271, data_time: 0.015, memory: 4108, loss_rpn_cls: 0.0534, loss_rpn_bbox: 0.0591, loss_cls: 0.2980, acc: 90.2749, loss_bbox: 0.3394, loss_mask: 0.3139, loss: 1.0638 2024-05-27 15:15:16,121 - mmdet - INFO - Epoch [2][2750/7330] lr: 5.133e-05, eta: 5:40:25, time: 0.271, data_time: 0.017, memory: 4108, loss_rpn_cls: 0.0556, loss_rpn_bbox: 0.0544, loss_cls: 0.2878, acc: 90.8687, loss_bbox: 0.3222, loss_mask: 0.3186, loss: 1.0386 2024-05-27 15:15:29,501 - mmdet - INFO - Epoch [2][2800/7330] lr: 5.133e-05, eta: 5:40:14, time: 0.268, data_time: 0.016, memory: 4108, loss_rpn_cls: 0.0502, loss_rpn_bbox: 0.0560, loss_cls: 0.2841, acc: 90.7405, loss_bbox: 0.3265, loss_mask: 0.3157, loss: 1.0326 2024-05-27 15:15:42,916 - mmdet - INFO - Epoch [2][2850/7330] lr: 5.133e-05, eta: 5:40:04, time: 0.268, data_time: 0.016, memory: 4108, loss_rpn_cls: 0.0562, loss_rpn_bbox: 0.0571, loss_cls: 0.2902, acc: 90.7080, loss_bbox: 0.3235, loss_mask: 0.3193, loss: 1.0462 2024-05-27 15:15:56,504 - mmdet - INFO - Epoch [2][2900/7330] lr: 5.133e-05, eta: 5:39:54, time: 0.272, data_time: 0.014, memory: 4108, loss_rpn_cls: 0.0573, loss_rpn_bbox: 0.0564, loss_cls: 0.2963, acc: 90.4075, loss_bbox: 0.3377, loss_mask: 0.3177, loss: 1.0654 2024-05-27 15:16:10,033 - mmdet - INFO - Epoch [2][2950/7330] lr: 5.133e-05, eta: 5:39:44, time: 0.271, data_time: 0.015, memory: 4108, loss_rpn_cls: 0.0535, loss_rpn_bbox: 0.0571, loss_cls: 0.2922, acc: 90.5508, loss_bbox: 0.3298, loss_mask: 0.3209, loss: 1.0535 2024-05-27 15:16:23,707 - mmdet - INFO - Epoch [2][3000/7330] lr: 5.133e-05, eta: 5:39:35, time: 0.273, data_time: 0.015, memory: 4108, loss_rpn_cls: 0.0562, loss_rpn_bbox: 0.0555, loss_cls: 0.3006, acc: 90.4199, loss_bbox: 0.3368, loss_mask: 0.3123, loss: 1.0616 2024-05-27 15:16:37,175 - mmdet - INFO - Epoch [2][3050/7330] lr: 5.133e-05, eta: 5:39:24, time: 0.269, data_time: 0.014, memory: 4108, loss_rpn_cls: 0.0505, loss_rpn_bbox: 0.0525, loss_cls: 0.2884, acc: 90.7354, loss_bbox: 0.3268, loss_mask: 0.3082, loss: 1.0265 2024-05-27 15:16:50,616 - mmdet - INFO - Epoch [2][3100/7330] lr: 5.133e-05, eta: 5:39:14, time: 0.269, data_time: 0.014, memory: 4108, loss_rpn_cls: 0.0545, loss_rpn_bbox: 0.0599, loss_cls: 0.2971, acc: 90.4802, loss_bbox: 0.3353, loss_mask: 0.3169, loss: 1.0638 2024-05-27 15:17:04,071 - mmdet - INFO - Epoch [2][3150/7330] lr: 5.133e-05, eta: 5:39:03, time: 0.269, data_time: 0.016, memory: 4108, loss_rpn_cls: 0.0520, loss_rpn_bbox: 0.0541, loss_cls: 0.2858, acc: 90.7769, loss_bbox: 0.3278, loss_mask: 0.3120, loss: 1.0317 2024-05-27 15:17:17,455 - mmdet - INFO - Epoch [2][3200/7330] lr: 5.133e-05, eta: 5:38:52, time: 0.268, data_time: 0.016, memory: 4108, loss_rpn_cls: 0.0575, loss_rpn_bbox: 0.0562, loss_cls: 0.2906, acc: 90.8511, loss_bbox: 0.3224, loss_mask: 0.3155, loss: 1.0422 2024-05-27 15:17:31,102 - mmdet - INFO - Epoch [2][3250/7330] lr: 5.133e-05, eta: 5:38:42, time: 0.273, data_time: 0.018, memory: 4108, loss_rpn_cls: 0.0590, loss_rpn_bbox: 0.0578, loss_cls: 0.2929, acc: 90.4512, loss_bbox: 0.3339, loss_mask: 0.3142, loss: 1.0579 2024-05-27 15:17:44,520 - mmdet - INFO - Epoch [2][3300/7330] lr: 5.133e-05, eta: 5:38:31, time: 0.268, data_time: 0.015, memory: 4108, loss_rpn_cls: 0.0576, loss_rpn_bbox: 0.0571, loss_cls: 0.2919, acc: 90.5930, loss_bbox: 0.3285, loss_mask: 0.3238, loss: 1.0588 2024-05-27 15:17:58,098 - mmdet - INFO - Epoch [2][3350/7330] lr: 5.133e-05, eta: 5:38:21, time: 0.272, data_time: 0.015, memory: 4108, loss_rpn_cls: 0.0568, loss_rpn_bbox: 0.0578, loss_cls: 0.2950, acc: 90.5723, loss_bbox: 0.3290, loss_mask: 0.3198, loss: 1.0584 2024-05-27 15:18:11,439 - mmdet - INFO - Epoch [2][3400/7330] lr: 5.133e-05, eta: 5:38:10, time: 0.267, data_time: 0.014, memory: 4108, loss_rpn_cls: 0.0543, loss_rpn_bbox: 0.0580, loss_cls: 0.2869, acc: 90.6484, loss_bbox: 0.3243, loss_mask: 0.3076, loss: 1.0312 2024-05-27 15:18:24,874 - mmdet - INFO - Epoch [2][3450/7330] lr: 5.133e-05, eta: 5:37:59, time: 0.269, data_time: 0.015, memory: 4108, loss_rpn_cls: 0.0577, loss_rpn_bbox: 0.0581, loss_cls: 0.2883, acc: 90.6616, loss_bbox: 0.3255, loss_mask: 0.3139, loss: 1.0435 2024-05-27 15:18:38,304 - mmdet - INFO - Epoch [2][3500/7330] lr: 5.133e-05, eta: 5:37:48, time: 0.269, data_time: 0.014, memory: 4108, loss_rpn_cls: 0.0590, loss_rpn_bbox: 0.0577, loss_cls: 0.2851, acc: 90.9207, loss_bbox: 0.3138, loss_mask: 0.3105, loss: 1.0262 2024-05-27 15:18:51,744 - mmdet - INFO - Epoch [2][3550/7330] lr: 5.133e-05, eta: 5:37:37, time: 0.269, data_time: 0.014, memory: 4108, loss_rpn_cls: 0.0527, loss_rpn_bbox: 0.0531, loss_cls: 0.2878, acc: 90.6577, loss_bbox: 0.3232, loss_mask: 0.3098, loss: 1.0266 2024-05-27 15:19:05,215 - mmdet - INFO - Epoch [2][3600/7330] lr: 5.133e-05, eta: 5:37:26, time: 0.269, data_time: 0.014, memory: 4108, loss_rpn_cls: 0.0575, loss_rpn_bbox: 0.0571, loss_cls: 0.3031, acc: 90.3157, loss_bbox: 0.3319, loss_mask: 0.3209, loss: 1.0704 2024-05-27 15:19:18,803 - mmdet - INFO - Epoch [2][3650/7330] lr: 5.133e-05, eta: 5:37:16, time: 0.272, data_time: 0.014, memory: 4108, loss_rpn_cls: 0.0579, loss_rpn_bbox: 0.0569, loss_cls: 0.2983, acc: 90.3267, loss_bbox: 0.3377, loss_mask: 0.3192, loss: 1.0699 2024-05-27 15:19:32,295 - mmdet - INFO - Epoch [2][3700/7330] lr: 5.133e-05, eta: 5:37:05, time: 0.270, data_time: 0.015, memory: 4108, loss_rpn_cls: 0.0512, loss_rpn_bbox: 0.0553, loss_cls: 0.2853, acc: 90.6301, loss_bbox: 0.3332, loss_mask: 0.3141, loss: 1.0390 2024-05-27 15:19:45,771 - mmdet - INFO - Epoch [2][3750/7330] lr: 5.133e-05, eta: 5:36:54, time: 0.270, data_time: 0.015, memory: 4108, loss_rpn_cls: 0.0556, loss_rpn_bbox: 0.0581, loss_cls: 0.2974, acc: 90.4856, loss_bbox: 0.3348, loss_mask: 0.3188, loss: 1.0646 2024-05-27 15:19:59,224 - mmdet - INFO - Epoch [2][3800/7330] lr: 5.133e-05, eta: 5:36:43, time: 0.269, data_time: 0.015, memory: 4108, loss_rpn_cls: 0.0525, loss_rpn_bbox: 0.0556, loss_cls: 0.2876, acc: 90.7178, loss_bbox: 0.3264, loss_mask: 0.3161, loss: 1.0383 2024-05-27 15:20:12,545 - mmdet - INFO - Epoch [2][3850/7330] lr: 5.133e-05, eta: 5:36:31, time: 0.266, data_time: 0.013, memory: 4108, loss_rpn_cls: 0.0505, loss_rpn_bbox: 0.0547, loss_cls: 0.2853, acc: 90.8423, loss_bbox: 0.3223, loss_mask: 0.3066, loss: 1.0194 2024-05-27 15:20:26,195 - mmdet - INFO - Epoch [2][3900/7330] lr: 5.133e-05, eta: 5:36:22, time: 0.273, data_time: 0.015, memory: 4108, loss_rpn_cls: 0.0554, loss_rpn_bbox: 0.0572, loss_cls: 0.2895, acc: 90.6011, loss_bbox: 0.3332, loss_mask: 0.3112, loss: 1.0465 2024-05-27 15:20:39,734 - mmdet - INFO - Epoch [2][3950/7330] lr: 5.133e-05, eta: 5:36:11, time: 0.271, data_time: 0.016, memory: 4108, loss_rpn_cls: 0.0519, loss_rpn_bbox: 0.0546, loss_cls: 0.2952, acc: 90.3870, loss_bbox: 0.3319, loss_mask: 0.3125, loss: 1.0460 2024-05-27 15:20:53,219 - mmdet - INFO - Epoch [2][4000/7330] lr: 5.133e-05, eta: 5:36:00, time: 0.270, data_time: 0.016, memory: 4108, loss_rpn_cls: 0.0549, loss_rpn_bbox: 0.0574, loss_cls: 0.2950, acc: 90.5625, loss_bbox: 0.3292, loss_mask: 0.3143, loss: 1.0508 2024-05-27 15:21:06,725 - mmdet - INFO - Epoch [2][4050/7330] lr: 5.133e-05, eta: 5:35:49, time: 0.270, data_time: 0.017, memory: 4108, loss_rpn_cls: 0.0552, loss_rpn_bbox: 0.0566, loss_cls: 0.3056, acc: 90.3035, loss_bbox: 0.3293, loss_mask: 0.3100, loss: 1.0567 2024-05-27 15:21:20,290 - mmdet - INFO - Epoch [2][4100/7330] lr: 5.133e-05, eta: 5:35:39, time: 0.271, data_time: 0.017, memory: 4108, loss_rpn_cls: 0.0554, loss_rpn_bbox: 0.0574, loss_cls: 0.2919, acc: 90.5325, loss_bbox: 0.3300, loss_mask: 0.3181, loss: 1.0528 2024-05-27 15:21:33,669 - mmdet - INFO - Epoch [2][4150/7330] lr: 5.133e-05, eta: 5:35:27, time: 0.268, data_time: 0.015, memory: 4108, loss_rpn_cls: 0.0529, loss_rpn_bbox: 0.0546, loss_cls: 0.2924, acc: 90.5754, loss_bbox: 0.3249, loss_mask: 0.3199, loss: 1.0446 2024-05-27 15:21:47,114 - mmdet - INFO - Epoch [2][4200/7330] lr: 5.133e-05, eta: 5:35:16, time: 0.269, data_time: 0.014, memory: 4108, loss_rpn_cls: 0.0492, loss_rpn_bbox: 0.0525, loss_cls: 0.2885, acc: 90.4875, loss_bbox: 0.3334, loss_mask: 0.3156, loss: 1.0392 2024-05-27 15:22:00,700 - mmdet - INFO - Epoch [2][4250/7330] lr: 5.133e-05, eta: 5:35:06, time: 0.272, data_time: 0.015, memory: 4108, loss_rpn_cls: 0.0477, loss_rpn_bbox: 0.0534, loss_cls: 0.2693, acc: 91.1523, loss_bbox: 0.3102, loss_mask: 0.2993, loss: 0.9798 2024-05-27 15:22:14,172 - mmdet - INFO - Epoch [2][4300/7330] lr: 5.133e-05, eta: 5:34:54, time: 0.269, data_time: 0.016, memory: 4108, loss_rpn_cls: 0.0533, loss_rpn_bbox: 0.0537, loss_cls: 0.2762, acc: 91.0835, loss_bbox: 0.3147, loss_mask: 0.3046, loss: 1.0025 2024-05-27 15:22:27,694 - mmdet - INFO - Epoch [2][4350/7330] lr: 5.133e-05, eta: 5:34:44, time: 0.270, data_time: 0.015, memory: 4108, loss_rpn_cls: 0.0579, loss_rpn_bbox: 0.0586, loss_cls: 0.2955, acc: 90.4580, loss_bbox: 0.3335, loss_mask: 0.3133, loss: 1.0587 2024-05-27 15:22:41,193 - mmdet - INFO - Epoch [2][4400/7330] lr: 5.133e-05, eta: 5:34:33, time: 0.270, data_time: 0.014, memory: 4108, loss_rpn_cls: 0.0537, loss_rpn_bbox: 0.0565, loss_cls: 0.2898, acc: 90.5171, loss_bbox: 0.3251, loss_mask: 0.3088, loss: 1.0340 2024-05-27 15:22:54,789 - mmdet - INFO - Epoch [2][4450/7330] lr: 5.133e-05, eta: 5:34:22, time: 0.272, data_time: 0.015, memory: 4108, loss_rpn_cls: 0.0554, loss_rpn_bbox: 0.0579, loss_cls: 0.2875, acc: 90.5613, loss_bbox: 0.3298, loss_mask: 0.3076, loss: 1.0381 2024-05-27 15:23:08,257 - mmdet - INFO - Epoch [2][4500/7330] lr: 5.133e-05, eta: 5:34:11, time: 0.269, data_time: 0.014, memory: 4108, loss_rpn_cls: 0.0525, loss_rpn_bbox: 0.0539, loss_cls: 0.2759, acc: 91.0024, loss_bbox: 0.3138, loss_mask: 0.3062, loss: 1.0023 2024-05-27 15:23:21,579 - mmdet - INFO - Epoch [2][4550/7330] lr: 5.133e-05, eta: 5:33:59, time: 0.266, data_time: 0.014, memory: 4108, loss_rpn_cls: 0.0515, loss_rpn_bbox: 0.0544, loss_cls: 0.2799, acc: 91.0725, loss_bbox: 0.3107, loss_mask: 0.3123, loss: 1.0087 2024-05-27 15:23:35,179 - mmdet - INFO - Epoch [2][4600/7330] lr: 5.133e-05, eta: 5:33:48, time: 0.272, data_time: 0.015, memory: 4108, loss_rpn_cls: 0.0485, loss_rpn_bbox: 0.0572, loss_cls: 0.2889, acc: 90.5371, loss_bbox: 0.3308, loss_mask: 0.3147, loss: 1.0402 2024-05-27 15:23:48,769 - mmdet - INFO - Epoch [2][4650/7330] lr: 5.133e-05, eta: 5:33:38, time: 0.272, data_time: 0.018, memory: 4108, loss_rpn_cls: 0.0491, loss_rpn_bbox: 0.0523, loss_cls: 0.2769, acc: 90.8879, loss_bbox: 0.3162, loss_mask: 0.3001, loss: 0.9946 2024-05-27 15:24:02,208 - mmdet - INFO - Epoch [2][4700/7330] lr: 5.133e-05, eta: 5:33:26, time: 0.269, data_time: 0.017, memory: 4108, loss_rpn_cls: 0.0479, loss_rpn_bbox: 0.0528, loss_cls: 0.2758, acc: 91.0103, loss_bbox: 0.3132, loss_mask: 0.3042, loss: 0.9939 2024-05-27 15:24:15,785 - mmdet - INFO - Epoch [2][4750/7330] lr: 5.133e-05, eta: 5:33:16, time: 0.272, data_time: 0.016, memory: 4108, loss_rpn_cls: 0.0584, loss_rpn_bbox: 0.0552, loss_cls: 0.2948, acc: 90.4155, loss_bbox: 0.3335, loss_mask: 0.3101, loss: 1.0520 2024-05-27 15:24:29,305 - mmdet - INFO - Epoch [2][4800/7330] lr: 5.133e-05, eta: 5:33:05, time: 0.270, data_time: 0.015, memory: 4108, loss_rpn_cls: 0.0543, loss_rpn_bbox: 0.0565, loss_cls: 0.2878, acc: 90.7134, loss_bbox: 0.3253, loss_mask: 0.3078, loss: 1.0317 2024-05-27 15:24:42,690 - mmdet - INFO - Epoch [2][4850/7330] lr: 5.133e-05, eta: 5:32:53, time: 0.268, data_time: 0.016, memory: 4108, loss_rpn_cls: 0.0498, loss_rpn_bbox: 0.0525, loss_cls: 0.2732, acc: 90.9329, loss_bbox: 0.3169, loss_mask: 0.2996, loss: 0.9920 2024-05-27 15:24:56,212 - mmdet - INFO - Epoch [2][4900/7330] lr: 5.133e-05, eta: 5:32:42, time: 0.270, data_time: 0.016, memory: 4108, loss_rpn_cls: 0.0520, loss_rpn_bbox: 0.0534, loss_cls: 0.2796, acc: 91.0159, loss_bbox: 0.3211, loss_mask: 0.3078, loss: 1.0139 2024-05-27 15:25:09,772 - mmdet - INFO - Epoch [2][4950/7330] lr: 5.133e-05, eta: 5:32:31, time: 0.271, data_time: 0.014, memory: 4108, loss_rpn_cls: 0.0527, loss_rpn_bbox: 0.0540, loss_cls: 0.2863, acc: 90.8669, loss_bbox: 0.3143, loss_mask: 0.3077, loss: 1.0149 2024-05-27 15:25:23,308 - mmdet - INFO - Epoch [2][5000/7330] lr: 5.133e-05, eta: 5:32:20, time: 0.271, data_time: 0.018, memory: 4108, loss_rpn_cls: 0.0502, loss_rpn_bbox: 0.0549, loss_cls: 0.2798, acc: 90.8853, loss_bbox: 0.3222, loss_mask: 0.3003, loss: 1.0073 2024-05-27 15:25:36,870 - mmdet - INFO - Epoch [2][5050/7330] lr: 5.133e-05, eta: 5:32:09, time: 0.271, data_time: 0.015, memory: 4108, loss_rpn_cls: 0.0499, loss_rpn_bbox: 0.0521, loss_cls: 0.2730, acc: 91.2126, loss_bbox: 0.3069, loss_mask: 0.2985, loss: 0.9805 2024-05-27 15:25:50,396 - mmdet - INFO - Epoch [2][5100/7330] lr: 5.133e-05, eta: 5:31:58, time: 0.271, data_time: 0.017, memory: 4108, loss_rpn_cls: 0.0536, loss_rpn_bbox: 0.0566, loss_cls: 0.2862, acc: 90.4834, loss_bbox: 0.3301, loss_mask: 0.3072, loss: 1.0337 2024-05-27 15:26:03,930 - mmdet - INFO - Epoch [2][5150/7330] lr: 5.133e-05, eta: 5:31:47, time: 0.271, data_time: 0.016, memory: 4108, loss_rpn_cls: 0.0488, loss_rpn_bbox: 0.0507, loss_cls: 0.2770, acc: 90.9097, loss_bbox: 0.3172, loss_mask: 0.3056, loss: 0.9993 2024-05-27 15:26:17,502 - mmdet - INFO - Epoch [2][5200/7330] lr: 5.133e-05, eta: 5:31:36, time: 0.271, data_time: 0.015, memory: 4108, loss_rpn_cls: 0.0519, loss_rpn_bbox: 0.0540, loss_cls: 0.2814, acc: 90.8896, loss_bbox: 0.3246, loss_mask: 0.2977, loss: 1.0096 2024-05-27 15:26:30,952 - mmdet - INFO - Epoch [2][5250/7330] lr: 5.133e-05, eta: 5:31:24, time: 0.269, data_time: 0.014, memory: 4108, loss_rpn_cls: 0.0532, loss_rpn_bbox: 0.0563, loss_cls: 0.2859, acc: 90.7651, loss_bbox: 0.3184, loss_mask: 0.3087, loss: 1.0225 2024-05-27 15:26:44,413 - mmdet - INFO - Epoch [2][5300/7330] lr: 5.133e-05, eta: 5:31:13, time: 0.269, data_time: 0.016, memory: 4108, loss_rpn_cls: 0.0495, loss_rpn_bbox: 0.0552, loss_cls: 0.2798, acc: 90.7686, loss_bbox: 0.3234, loss_mask: 0.3082, loss: 1.0162 2024-05-27 15:26:58,033 - mmdet - INFO - Epoch [2][5350/7330] lr: 5.133e-05, eta: 5:31:02, time: 0.272, data_time: 0.017, memory: 4108, loss_rpn_cls: 0.0529, loss_rpn_bbox: 0.0563, loss_cls: 0.2875, acc: 90.5164, loss_bbox: 0.3281, loss_mask: 0.3077, loss: 1.0326 2024-05-27 15:27:11,485 - mmdet - INFO - Epoch [2][5400/7330] lr: 5.133e-05, eta: 5:30:50, time: 0.269, data_time: 0.015, memory: 4108, loss_rpn_cls: 0.0497, loss_rpn_bbox: 0.0510, loss_cls: 0.2804, acc: 90.8479, loss_bbox: 0.3142, loss_mask: 0.3021, loss: 0.9973 2024-05-27 15:27:25,026 - mmdet - INFO - Epoch [2][5450/7330] lr: 5.133e-05, eta: 5:30:39, time: 0.271, data_time: 0.016, memory: 4108, loss_rpn_cls: 0.0499, loss_rpn_bbox: 0.0535, loss_cls: 0.2721, acc: 91.0122, loss_bbox: 0.3157, loss_mask: 0.2942, loss: 0.9855 2024-05-27 15:27:38,532 - mmdet - INFO - Epoch [2][5500/7330] lr: 5.133e-05, eta: 5:30:28, time: 0.270, data_time: 0.014, memory: 4108, loss_rpn_cls: 0.0479, loss_rpn_bbox: 0.0525, loss_cls: 0.2720, acc: 90.9744, loss_bbox: 0.3163, loss_mask: 0.2960, loss: 0.9847 2024-05-27 15:27:52,062 - mmdet - INFO - Epoch [2][5550/7330] lr: 5.133e-05, eta: 5:30:17, time: 0.271, data_time: 0.016, memory: 4108, loss_rpn_cls: 0.0482, loss_rpn_bbox: 0.0508, loss_cls: 0.2705, acc: 91.0496, loss_bbox: 0.3127, loss_mask: 0.2979, loss: 0.9801 2024-05-27 15:28:05,559 - mmdet - INFO - Epoch [2][5600/7330] lr: 5.133e-05, eta: 5:30:05, time: 0.270, data_time: 0.016, memory: 4108, loss_rpn_cls: 0.0507, loss_rpn_bbox: 0.0538, loss_cls: 0.2793, acc: 91.0166, loss_bbox: 0.3118, loss_mask: 0.2992, loss: 0.9948 2024-05-27 15:28:19,132 - mmdet - INFO - Epoch [2][5650/7330] lr: 5.133e-05, eta: 5:29:54, time: 0.271, data_time: 0.015, memory: 4108, loss_rpn_cls: 0.0550, loss_rpn_bbox: 0.0548, loss_cls: 0.2845, acc: 90.7146, loss_bbox: 0.3261, loss_mask: 0.3154, loss: 1.0359 2024-05-27 15:28:32,608 - mmdet - INFO - Epoch [2][5700/7330] lr: 5.133e-05, eta: 5:29:43, time: 0.270, data_time: 0.015, memory: 4108, loss_rpn_cls: 0.0497, loss_rpn_bbox: 0.0512, loss_cls: 0.2725, acc: 91.1440, loss_bbox: 0.3143, loss_mask: 0.2985, loss: 0.9862 2024-05-27 15:28:46,114 - mmdet - INFO - Epoch [2][5750/7330] lr: 5.133e-05, eta: 5:29:31, time: 0.270, data_time: 0.014, memory: 4108, loss_rpn_cls: 0.0524, loss_rpn_bbox: 0.0532, loss_cls: 0.2747, acc: 91.0073, loss_bbox: 0.3173, loss_mask: 0.3022, loss: 0.9999 2024-05-27 15:28:59,666 - mmdet - INFO - Epoch [2][5800/7330] lr: 5.133e-05, eta: 5:29:20, time: 0.271, data_time: 0.014, memory: 4108, loss_rpn_cls: 0.0517, loss_rpn_bbox: 0.0530, loss_cls: 0.2836, acc: 90.7280, loss_bbox: 0.3176, loss_mask: 0.3044, loss: 1.0103 2024-05-27 15:29:13,044 - mmdet - INFO - Epoch [2][5850/7330] lr: 5.133e-05, eta: 5:29:08, time: 0.268, data_time: 0.016, memory: 4108, loss_rpn_cls: 0.0522, loss_rpn_bbox: 0.0564, loss_cls: 0.2812, acc: 90.9116, loss_bbox: 0.3160, loss_mask: 0.3129, loss: 1.0187 2024-05-27 15:29:26,596 - mmdet - INFO - Epoch [2][5900/7330] lr: 5.133e-05, eta: 5:28:56, time: 0.271, data_time: 0.015, memory: 4108, loss_rpn_cls: 0.0513, loss_rpn_bbox: 0.0532, loss_cls: 0.2864, acc: 90.7981, loss_bbox: 0.3178, loss_mask: 0.3037, loss: 1.0123 2024-05-27 15:29:40,095 - mmdet - INFO - Epoch [2][5950/7330] lr: 5.133e-05, eta: 5:28:45, time: 0.270, data_time: 0.016, memory: 4108, loss_rpn_cls: 0.0530, loss_rpn_bbox: 0.0567, loss_cls: 0.2849, acc: 90.8079, loss_bbox: 0.3252, loss_mask: 0.3032, loss: 1.0230 2024-05-27 15:29:53,625 - mmdet - INFO - Epoch [2][6000/7330] lr: 5.133e-05, eta: 5:28:34, time: 0.271, data_time: 0.014, memory: 4108, loss_rpn_cls: 0.0482, loss_rpn_bbox: 0.0512, loss_cls: 0.2739, acc: 91.0298, loss_bbox: 0.3111, loss_mask: 0.2936, loss: 0.9779 2024-05-27 15:30:06,987 - mmdet - INFO - Epoch [2][6050/7330] lr: 5.133e-05, eta: 5:28:21, time: 0.267, data_time: 0.013, memory: 4108, loss_rpn_cls: 0.0502, loss_rpn_bbox: 0.0522, loss_cls: 0.2758, acc: 91.0906, loss_bbox: 0.3088, loss_mask: 0.2977, loss: 0.9847 2024-05-27 15:30:20,587 - mmdet - INFO - Epoch [2][6100/7330] lr: 5.133e-05, eta: 5:28:10, time: 0.272, data_time: 0.015, memory: 4108, loss_rpn_cls: 0.0492, loss_rpn_bbox: 0.0527, loss_cls: 0.2743, acc: 90.9783, loss_bbox: 0.3173, loss_mask: 0.3012, loss: 0.9947 2024-05-27 15:30:34,032 - mmdet - INFO - Epoch [2][6150/7330] lr: 5.133e-05, eta: 5:27:58, time: 0.269, data_time: 0.017, memory: 4108, loss_rpn_cls: 0.0483, loss_rpn_bbox: 0.0520, loss_cls: 0.2753, acc: 91.1631, loss_bbox: 0.3066, loss_mask: 0.3013, loss: 0.9835 2024-05-27 15:30:47,459 - mmdet - INFO - Epoch [2][6200/7330] lr: 5.133e-05, eta: 5:27:46, time: 0.269, data_time: 0.015, memory: 4108, loss_rpn_cls: 0.0536, loss_rpn_bbox: 0.0535, loss_cls: 0.2832, acc: 90.8000, loss_bbox: 0.3167, loss_mask: 0.3048, loss: 1.0117 2024-05-27 15:31:01,003 - mmdet - INFO - Epoch [2][6250/7330] lr: 5.133e-05, eta: 5:27:35, time: 0.271, data_time: 0.015, memory: 4108, loss_rpn_cls: 0.0506, loss_rpn_bbox: 0.0550, loss_cls: 0.2818, acc: 90.6619, loss_bbox: 0.3213, loss_mask: 0.3045, loss: 1.0132 2024-05-27 15:31:14,473 - mmdet - INFO - Epoch [2][6300/7330] lr: 5.133e-05, eta: 5:27:23, time: 0.269, data_time: 0.016, memory: 4108, loss_rpn_cls: 0.0494, loss_rpn_bbox: 0.0527, loss_cls: 0.2775, acc: 90.8699, loss_bbox: 0.3157, loss_mask: 0.3006, loss: 0.9958 2024-05-27 15:31:27,936 - mmdet - INFO - Epoch [2][6350/7330] lr: 5.133e-05, eta: 5:27:11, time: 0.269, data_time: 0.015, memory: 4108, loss_rpn_cls: 0.0496, loss_rpn_bbox: 0.0558, loss_cls: 0.2862, acc: 90.5532, loss_bbox: 0.3262, loss_mask: 0.3007, loss: 1.0185 2024-05-27 15:31:41,467 - mmdet - INFO - Epoch [2][6400/7330] lr: 5.133e-05, eta: 5:27:00, time: 0.271, data_time: 0.015, memory: 4108, loss_rpn_cls: 0.0543, loss_rpn_bbox: 0.0554, loss_cls: 0.2825, acc: 91.0498, loss_bbox: 0.3134, loss_mask: 0.2988, loss: 1.0043 2024-05-27 15:31:54,946 - mmdet - INFO - Epoch [2][6450/7330] lr: 5.133e-05, eta: 5:26:48, time: 0.270, data_time: 0.015, memory: 4108, loss_rpn_cls: 0.0487, loss_rpn_bbox: 0.0516, loss_cls: 0.2748, acc: 90.9971, loss_bbox: 0.3083, loss_mask: 0.2994, loss: 0.9828 2024-05-27 15:32:08,516 - mmdet - INFO - Epoch [2][6500/7330] lr: 5.133e-05, eta: 5:26:37, time: 0.271, data_time: 0.015, memory: 4108, loss_rpn_cls: 0.0517, loss_rpn_bbox: 0.0536, loss_cls: 0.2676, acc: 91.2947, loss_bbox: 0.3043, loss_mask: 0.2921, loss: 0.9694 2024-05-27 15:32:22,011 - mmdet - INFO - Epoch [2][6550/7330] lr: 5.133e-05, eta: 5:26:25, time: 0.270, data_time: 0.015, memory: 4108, loss_rpn_cls: 0.0500, loss_rpn_bbox: 0.0548, loss_cls: 0.2706, acc: 90.9927, loss_bbox: 0.3161, loss_mask: 0.2980, loss: 0.9894 2024-05-27 15:32:35,699 - mmdet - INFO - Epoch [2][6600/7330] lr: 5.133e-05, eta: 5:26:14, time: 0.274, data_time: 0.014, memory: 4108, loss_rpn_cls: 0.0494, loss_rpn_bbox: 0.0536, loss_cls: 0.2856, acc: 90.6299, loss_bbox: 0.3206, loss_mask: 0.3026, loss: 1.0119 2024-05-27 15:32:49,293 - mmdet - INFO - Epoch [2][6650/7330] lr: 5.133e-05, eta: 5:26:03, time: 0.272, data_time: 0.016, memory: 4108, loss_rpn_cls: 0.0485, loss_rpn_bbox: 0.0561, loss_cls: 0.2794, acc: 90.7444, loss_bbox: 0.3211, loss_mask: 0.2984, loss: 1.0034 2024-05-27 15:33:02,822 - mmdet - INFO - Epoch [2][6700/7330] lr: 5.133e-05, eta: 5:25:51, time: 0.271, data_time: 0.016, memory: 4108, loss_rpn_cls: 0.0513, loss_rpn_bbox: 0.0550, loss_cls: 0.2783, acc: 90.7891, loss_bbox: 0.3191, loss_mask: 0.3031, loss: 1.0068 2024-05-27 15:33:16,196 - mmdet - INFO - Epoch [2][6750/7330] lr: 5.133e-05, eta: 5:25:39, time: 0.267, data_time: 0.016, memory: 4108, loss_rpn_cls: 0.0481, loss_rpn_bbox: 0.0513, loss_cls: 0.2711, acc: 91.3018, loss_bbox: 0.3032, loss_mask: 0.3005, loss: 0.9742 2024-05-27 15:33:29,635 - mmdet - INFO - Epoch [2][6800/7330] lr: 5.133e-05, eta: 5:25:27, time: 0.269, data_time: 0.014, memory: 4108, loss_rpn_cls: 0.0490, loss_rpn_bbox: 0.0507, loss_cls: 0.2722, acc: 91.2795, loss_bbox: 0.3003, loss_mask: 0.2966, loss: 0.9687 2024-05-27 15:33:43,226 - mmdet - INFO - Epoch [2][6850/7330] lr: 5.133e-05, eta: 5:25:15, time: 0.272, data_time: 0.015, memory: 4108, loss_rpn_cls: 0.0479, loss_rpn_bbox: 0.0522, loss_cls: 0.2722, acc: 91.0117, loss_bbox: 0.3123, loss_mask: 0.3047, loss: 0.9893 2024-05-27 15:33:56,697 - mmdet - INFO - Epoch [2][6900/7330] lr: 5.133e-05, eta: 5:25:03, time: 0.269, data_time: 0.015, memory: 4108, loss_rpn_cls: 0.0467, loss_rpn_bbox: 0.0497, loss_cls: 0.2690, acc: 91.1580, loss_bbox: 0.3071, loss_mask: 0.2910, loss: 0.9635 2024-05-27 15:34:10,255 - mmdet - INFO - Epoch [2][6950/7330] lr: 5.133e-05, eta: 5:24:52, time: 0.271, data_time: 0.017, memory: 4108, loss_rpn_cls: 0.0518, loss_rpn_bbox: 0.0538, loss_cls: 0.2803, acc: 90.8511, loss_bbox: 0.3187, loss_mask: 0.2997, loss: 1.0043 2024-05-27 15:34:23,788 - mmdet - INFO - Epoch [2][7000/7330] lr: 5.133e-05, eta: 5:24:40, time: 0.271, data_time: 0.014, memory: 4108, loss_rpn_cls: 0.0493, loss_rpn_bbox: 0.0514, loss_cls: 0.2836, acc: 90.6501, loss_bbox: 0.3208, loss_mask: 0.3009, loss: 1.0060 2024-05-27 15:34:37,310 - mmdet - INFO - Epoch [2][7050/7330] lr: 5.133e-05, eta: 5:24:28, time: 0.270, data_time: 0.014, memory: 4108, loss_rpn_cls: 0.0532, loss_rpn_bbox: 0.0520, loss_cls: 0.2755, acc: 91.0129, loss_bbox: 0.3115, loss_mask: 0.3027, loss: 0.9949 2024-05-27 15:34:50,863 - mmdet - INFO - Epoch [2][7100/7330] lr: 5.133e-05, eta: 5:24:17, time: 0.271, data_time: 0.018, memory: 4108, loss_rpn_cls: 0.0519, loss_rpn_bbox: 0.0546, loss_cls: 0.2817, acc: 90.7292, loss_bbox: 0.3253, loss_mask: 0.3062, loss: 1.0196 2024-05-27 15:35:04,492 - mmdet - INFO - Epoch [2][7150/7330] lr: 5.133e-05, eta: 5:24:06, time: 0.273, data_time: 0.015, memory: 4108, loss_rpn_cls: 0.0525, loss_rpn_bbox: 0.0523, loss_cls: 0.2733, acc: 91.0618, loss_bbox: 0.3143, loss_mask: 0.2960, loss: 0.9883 2024-05-27 15:35:17,955 - mmdet - INFO - Epoch [2][7200/7330] lr: 5.133e-05, eta: 5:23:54, time: 0.269, data_time: 0.014, memory: 4108, loss_rpn_cls: 0.0458, loss_rpn_bbox: 0.0510, loss_cls: 0.2757, acc: 91.0500, loss_bbox: 0.3047, loss_mask: 0.2896, loss: 0.9669 2024-05-27 15:35:31,531 - mmdet - INFO - Epoch [2][7250/7330] lr: 5.133e-05, eta: 5:23:42, time: 0.272, data_time: 0.015, memory: 4108, loss_rpn_cls: 0.0483, loss_rpn_bbox: 0.0526, loss_cls: 0.2750, acc: 91.0132, loss_bbox: 0.3138, loss_mask: 0.2999, loss: 0.9897 2024-05-27 15:35:45,009 - mmdet - INFO - Epoch [2][7300/7330] lr: 5.133e-05, eta: 5:23:30, time: 0.270, data_time: 0.015, memory: 4108, loss_rpn_cls: 0.0514, loss_rpn_bbox: 0.0576, loss_cls: 0.2852, acc: 90.8242, loss_bbox: 0.3191, loss_mask: 0.2968, loss: 1.0101 2024-05-27 15:35:53,763 - mmdet - INFO - Saving checkpoint at 2 epochs 2024-05-27 15:36:45,528 - mmdet - INFO - Evaluating bbox... 2024-05-27 15:37:13,623 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.296 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.550 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.290 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.156 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.334 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.411 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.435 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.435 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.435 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.237 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.484 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.593 2024-05-27 15:37:13,623 - mmdet - INFO - Evaluating segm... 2024-05-27 15:37:47,508 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.295 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.517 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.297 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.115 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.325 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.476 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.421 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.421 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.421 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.205 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.474 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.606 2024-05-27 15:37:48,034 - mmdet - INFO - Exp name: mask_rcnn_deit_vit_b_fpn_1x_coco_bs16.py 2024-05-27 15:37:48,034 - mmdet - INFO - Epoch(val) [2][625] bbox_mAP: 0.2960, bbox_mAP_50: 0.5500, bbox_mAP_75: 0.2900, bbox_mAP_s: 0.1560, bbox_mAP_m: 0.3340, bbox_mAP_l: 0.4110, bbox_mAP_copypaste: 0.296 0.550 0.290 0.156 0.334 0.411, segm_mAP: 0.2950, segm_mAP_50: 0.5170, segm_mAP_75: 0.2970, segm_mAP_s: 0.1150, segm_mAP_m: 0.3250, segm_mAP_l: 0.4760, segm_mAP_copypaste: 0.295 0.517 0.297 0.115 0.325 0.476 2024-05-27 15:38:04,677 - mmdet - INFO - Epoch [3][50/7330] lr: 5.133e-05, eta: 5:22:46, time: 0.333, data_time: 0.080, memory: 4108, loss_rpn_cls: 0.0459, loss_rpn_bbox: 0.0537, loss_cls: 0.2598, acc: 91.2515, loss_bbox: 0.3059, loss_mask: 0.2887, loss: 0.9540 2024-05-27 15:38:18,090 - mmdet - INFO - Epoch [3][100/7330] lr: 5.133e-05, eta: 5:22:34, time: 0.268, data_time: 0.015, memory: 4108, loss_rpn_cls: 0.0461, loss_rpn_bbox: 0.0520, loss_cls: 0.2673, acc: 91.1311, loss_bbox: 0.3158, loss_mask: 0.2879, loss: 0.9692 2024-05-27 15:38:31,619 - mmdet - INFO - Epoch [3][150/7330] lr: 5.133e-05, eta: 5:22:22, time: 0.271, data_time: 0.017, memory: 4108, loss_rpn_cls: 0.0468, loss_rpn_bbox: 0.0545, loss_cls: 0.2585, acc: 91.2559, loss_bbox: 0.3083, loss_mask: 0.2916, loss: 0.9597 2024-05-27 15:38:45,129 - mmdet - INFO - Epoch [3][200/7330] lr: 5.133e-05, eta: 5:22:11, time: 0.270, data_time: 0.020, memory: 4108, loss_rpn_cls: 0.0466, loss_rpn_bbox: 0.0517, loss_cls: 0.2671, acc: 91.0493, loss_bbox: 0.3104, loss_mask: 0.2891, loss: 0.9650 2024-05-27 15:38:58,612 - mmdet - INFO - Epoch [3][250/7330] lr: 5.133e-05, eta: 5:21:59, time: 0.270, data_time: 0.014, memory: 4108, loss_rpn_cls: 0.0456, loss_rpn_bbox: 0.0514, loss_cls: 0.2613, acc: 91.1484, loss_bbox: 0.3091, loss_mask: 0.2971, loss: 0.9646 2024-05-27 15:39:12,242 - mmdet - INFO - Epoch [3][300/7330] lr: 5.133e-05, eta: 5:21:47, time: 0.273, data_time: 0.014, memory: 4108, loss_rpn_cls: 0.0472, loss_rpn_bbox: 0.0523, loss_cls: 0.2678, acc: 91.0239, loss_bbox: 0.3150, loss_mask: 0.2931, loss: 0.9754 2024-05-27 15:39:25,838 - mmdet - INFO - Epoch [3][350/7330] lr: 5.133e-05, eta: 5:21:36, time: 0.272, data_time: 0.014, memory: 4108, loss_rpn_cls: 0.0453, loss_rpn_bbox: 0.0500, loss_cls: 0.2638, acc: 91.1741, loss_bbox: 0.3080, loss_mask: 0.2901, loss: 0.9573 2024-05-27 15:39:39,439 - mmdet - INFO - Epoch [3][400/7330] lr: 5.133e-05, eta: 5:21:25, time: 0.272, data_time: 0.015, memory: 4108, loss_rpn_cls: 0.0467, loss_rpn_bbox: 0.0533, loss_cls: 0.2680, acc: 90.8899, loss_bbox: 0.3182, loss_mask: 0.2926, loss: 0.9788 2024-05-27 15:39:53,110 - mmdet - INFO - Epoch [3][450/7330] lr: 5.133e-05, eta: 5:21:13, time: 0.273, data_time: 0.015, memory: 4108, loss_rpn_cls: 0.0485, loss_rpn_bbox: 0.0539, loss_cls: 0.2750, acc: 90.9609, loss_bbox: 0.3192, loss_mask: 0.2958, loss: 0.9923 2024-05-27 15:40:06,841 - mmdet - INFO - Epoch [3][500/7330] lr: 5.133e-05, eta: 5:21:03, time: 0.275, data_time: 0.015, memory: 4108, loss_rpn_cls: 0.0422, loss_rpn_bbox: 0.0515, loss_cls: 0.2673, acc: 90.9907, loss_bbox: 0.3147, loss_mask: 0.2897, loss: 0.9654 2024-05-27 15:40:20,390 - mmdet - INFO - Epoch [3][550/7330] lr: 5.133e-05, eta: 5:20:51, time: 0.271, data_time: 0.015, memory: 4108, loss_rpn_cls: 0.0479, loss_rpn_bbox: 0.0504, loss_cls: 0.2608, acc: 91.2129, loss_bbox: 0.3082, loss_mask: 0.2898, loss: 0.9570 2024-05-27 15:40:33,978 - mmdet - INFO - Epoch [3][600/7330] lr: 5.133e-05, eta: 5:20:39, time: 0.272, data_time: 0.015, memory: 4108, loss_rpn_cls: 0.0483, loss_rpn_bbox: 0.0539, loss_cls: 0.2707, acc: 90.9131, loss_bbox: 0.3149, loss_mask: 0.2942, loss: 0.9820 2024-05-27 15:40:47,563 - mmdet - INFO - Epoch [3][650/7330] lr: 5.133e-05, eta: 5:20:28, time: 0.272, data_time: 0.014, memory: 4108, loss_rpn_cls: 0.0467, loss_rpn_bbox: 0.0537, loss_cls: 0.2654, acc: 90.9692, loss_bbox: 0.3170, loss_mask: 0.2923, loss: 0.9751 2024-05-27 15:41:01,109 - mmdet - INFO - Epoch [3][700/7330] lr: 5.133e-05, eta: 5:20:16, time: 0.271, data_time: 0.018, memory: 4108, loss_rpn_cls: 0.0485, loss_rpn_bbox: 0.0537, loss_cls: 0.2767, acc: 90.7344, loss_bbox: 0.3208, loss_mask: 0.2955, loss: 0.9952 2024-05-27 15:41:14,642 - mmdet - INFO - Epoch [3][750/7330] lr: 5.133e-05, eta: 5:20:04, time: 0.271, data_time: 0.018, memory: 4108, loss_rpn_cls: 0.0467, loss_rpn_bbox: 0.0508, loss_cls: 0.2655, acc: 91.0764, loss_bbox: 0.3112, loss_mask: 0.2923, loss: 0.9665 2024-05-27 15:41:28,274 - mmdet - INFO - Epoch [3][800/7330] lr: 5.133e-05, eta: 5:19:53, time: 0.273, data_time: 0.014, memory: 4108, loss_rpn_cls: 0.0483, loss_rpn_bbox: 0.0525, loss_cls: 0.2724, acc: 90.9995, loss_bbox: 0.3123, loss_mask: 0.2930, loss: 0.9785 2024-05-27 15:41:41,773 - mmdet - INFO - Epoch [3][850/7330] lr: 5.133e-05, eta: 5:19:41, time: 0.270, data_time: 0.012, memory: 4108, loss_rpn_cls: 0.0442, loss_rpn_bbox: 0.0523, loss_cls: 0.2662, acc: 91.1350, loss_bbox: 0.3094, loss_mask: 0.2911, loss: 0.9633 2024-05-27 15:41:55,380 - mmdet - INFO - Epoch [3][900/7330] lr: 5.133e-05, eta: 5:19:29, time: 0.272, data_time: 0.014, memory: 4108, loss_rpn_cls: 0.0455, loss_rpn_bbox: 0.0483, loss_cls: 0.2695, acc: 90.9590, loss_bbox: 0.3123, loss_mask: 0.2938, loss: 0.9695 2024-05-27 15:42:08,956 - mmdet - INFO - Epoch [3][950/7330] lr: 5.133e-05, eta: 5:19:18, time: 0.272, data_time: 0.016, memory: 4108, loss_rpn_cls: 0.0447, loss_rpn_bbox: 0.0500, loss_cls: 0.2657, acc: 91.1360, loss_bbox: 0.3116, loss_mask: 0.2912, loss: 0.9631 2024-05-27 15:42:22,397 - mmdet - INFO - Epoch [3][1000/7330] lr: 5.133e-05, eta: 5:19:05, time: 0.269, data_time: 0.014, memory: 4108, loss_rpn_cls: 0.0416, loss_rpn_bbox: 0.0499, loss_cls: 0.2534, acc: 91.4714, loss_bbox: 0.2996, loss_mask: 0.2839, loss: 0.9284 2024-05-27 15:42:35,984 - mmdet - INFO - Epoch [3][1050/7330] lr: 5.133e-05, eta: 5:18:54, time: 0.272, data_time: 0.017, memory: 4108, loss_rpn_cls: 0.0474, loss_rpn_bbox: 0.0542, loss_cls: 0.2699, acc: 90.9756, loss_bbox: 0.3133, loss_mask: 0.2969, loss: 0.9817 2024-05-27 15:42:49,548 - mmdet - INFO - Epoch [3][1100/7330] lr: 5.133e-05, eta: 5:18:42, time: 0.271, data_time: 0.016, memory: 4108, loss_rpn_cls: 0.0403, loss_rpn_bbox: 0.0513, loss_cls: 0.2609, acc: 91.0244, loss_bbox: 0.3095, loss_mask: 0.2923, loss: 0.9543 2024-05-27 15:43:03,078 - mmdet - INFO - Epoch [3][1150/7330] lr: 5.133e-05, eta: 5:18:30, time: 0.271, data_time: 0.014, memory: 4108, loss_rpn_cls: 0.0501, loss_rpn_bbox: 0.0582, loss_cls: 0.2677, acc: 91.1440, loss_bbox: 0.3146, loss_mask: 0.2960, loss: 0.9866 2024-05-27 15:43:16,631 - mmdet - INFO - Epoch [3][1200/7330] lr: 5.133e-05, eta: 5:18:18, time: 0.271, data_time: 0.014, memory: 4108, loss_rpn_cls: 0.0454, loss_rpn_bbox: 0.0501, loss_cls: 0.2497, acc: 91.5503, loss_bbox: 0.3000, loss_mask: 0.2847, loss: 0.9299 2024-05-27 15:43:30,217 - mmdet - INFO - Epoch [3][1250/7330] lr: 5.133e-05, eta: 5:18:06, time: 0.272, data_time: 0.015, memory: 4108, loss_rpn_cls: 0.0446, loss_rpn_bbox: 0.0518, loss_cls: 0.2631, acc: 91.0007, loss_bbox: 0.3126, loss_mask: 0.2915, loss: 0.9636 2024-05-27 15:43:43,957 - mmdet - INFO - Epoch [3][1300/7330] lr: 5.133e-05, eta: 5:17:55, time: 0.275, data_time: 0.013, memory: 4108, loss_rpn_cls: 0.0426, loss_rpn_bbox: 0.0538, loss_cls: 0.2555, acc: 91.3879, loss_bbox: 0.3051, loss_mask: 0.2871, loss: 0.9440 2024-05-27 15:43:57,568 - mmdet - INFO - Epoch [3][1350/7330] lr: 5.133e-05, eta: 5:17:44, time: 0.272, data_time: 0.015, memory: 4108, loss_rpn_cls: 0.0460, loss_rpn_bbox: 0.0520, loss_cls: 0.2571, acc: 91.3540, loss_bbox: 0.3063, loss_mask: 0.2862, loss: 0.9476 2024-05-27 15:44:11,113 - mmdet - INFO - Epoch [3][1400/7330] lr: 5.133e-05, eta: 5:17:32, time: 0.271, data_time: 0.015, memory: 4108, loss_rpn_cls: 0.0444, loss_rpn_bbox: 0.0516, loss_cls: 0.2539, acc: 91.3589, loss_bbox: 0.3028, loss_mask: 0.2876, loss: 0.9403 2024-05-27 15:44:24,689 - mmdet - INFO - Epoch [3][1450/7330] lr: 5.133e-05, eta: 5:17:20, time: 0.272, data_time: 0.016, memory: 4108, loss_rpn_cls: 0.0447, loss_rpn_bbox: 0.0507, loss_cls: 0.2581, acc: 91.3843, loss_bbox: 0.2987, loss_mask: 0.2815, loss: 0.9337 2024-05-27 15:44:38,382 - mmdet - INFO - Epoch [3][1500/7330] lr: 5.133e-05, eta: 5:17:09, time: 0.274, data_time: 0.014, memory: 4108, loss_rpn_cls: 0.0457, loss_rpn_bbox: 0.0514, loss_cls: 0.2639, acc: 91.2581, loss_bbox: 0.3045, loss_mask: 0.2909, loss: 0.9563 2024-05-27 15:44:51,992 - mmdet - INFO - Epoch [3][1550/7330] lr: 5.133e-05, eta: 5:16:57, time: 0.272, data_time: 0.017, memory: 4108, loss_rpn_cls: 0.0482, loss_rpn_bbox: 0.0544, loss_cls: 0.2723, acc: 90.9636, loss_bbox: 0.3120, loss_mask: 0.2953, loss: 0.9822 2024-05-27 15:45:05,624 - mmdet - INFO - Epoch [3][1600/7330] lr: 5.133e-05, eta: 5:16:46, time: 0.273, data_time: 0.017, memory: 4108, loss_rpn_cls: 0.0462, loss_rpn_bbox: 0.0552, loss_cls: 0.2653, acc: 91.1548, loss_bbox: 0.3129, loss_mask: 0.2941, loss: 0.9736 2024-05-27 15:45:19,220 - mmdet - INFO - Epoch [3][1650/7330] lr: 5.133e-05, eta: 5:16:34, time: 0.272, data_time: 0.015, memory: 4108, loss_rpn_cls: 0.0490, loss_rpn_bbox: 0.0540, loss_cls: 0.2671, acc: 91.1421, loss_bbox: 0.3102, loss_mask: 0.2858, loss: 0.9662 2024-05-27 15:45:32,900 - mmdet - INFO - Epoch [3][1700/7330] lr: 5.133e-05, eta: 5:16:22, time: 0.274, data_time: 0.014, memory: 4108, loss_rpn_cls: 0.0489, loss_rpn_bbox: 0.0543, loss_cls: 0.2733, acc: 90.9683, loss_bbox: 0.3087, loss_mask: 0.2939, loss: 0.9790 2024-05-27 15:45:46,446 - mmdet - INFO - Epoch [3][1750/7330] lr: 5.133e-05, eta: 5:16:10, time: 0.271, data_time: 0.014, memory: 4108, loss_rpn_cls: 0.0435, loss_rpn_bbox: 0.0489, loss_cls: 0.2578, acc: 91.5471, loss_bbox: 0.2952, loss_mask: 0.2869, loss: 0.9322 2024-05-27 15:45:59,976 - mmdet - INFO - Epoch [3][1800/7330] lr: 5.133e-05, eta: 5:15:58, time: 0.271, data_time: 0.014, memory: 4108, loss_rpn_cls: 0.0457, loss_rpn_bbox: 0.0503, loss_cls: 0.2669, acc: 91.0806, loss_bbox: 0.3114, loss_mask: 0.2902, loss: 0.9644 2024-05-27 15:46:13,587 - mmdet - INFO - Epoch [3][1850/7330] lr: 5.133e-05, eta: 5:15:47, time: 0.272, data_time: 0.016, memory: 4108, loss_rpn_cls: 0.0481, loss_rpn_bbox: 0.0532, loss_cls: 0.2686, acc: 91.0027, loss_bbox: 0.3099, loss_mask: 0.2905, loss: 0.9703 2024-05-27 15:46:27,126 - mmdet - INFO - Epoch [3][1900/7330] lr: 5.133e-05, eta: 5:15:35, time: 0.271, data_time: 0.017, memory: 4108, loss_rpn_cls: 0.0453, loss_rpn_bbox: 0.0497, loss_cls: 0.2616, acc: 91.2356, loss_bbox: 0.3008, loss_mask: 0.2870, loss: 0.9444 2024-05-27 15:46:40,705 - mmdet - INFO - Epoch [3][1950/7330] lr: 5.133e-05, eta: 5:15:23, time: 0.272, data_time: 0.012, memory: 4108, loss_rpn_cls: 0.0449, loss_rpn_bbox: 0.0512, loss_cls: 0.2671, acc: 91.1963, loss_bbox: 0.3029, loss_mask: 0.2804, loss: 0.9465 2024-05-27 15:46:54,411 - mmdet - INFO - Epoch [3][2000/7330] lr: 5.133e-05, eta: 5:15:11, time: 0.274, data_time: 0.014, memory: 4108, loss_rpn_cls: 0.0466, loss_rpn_bbox: 0.0509, loss_cls: 0.2657, acc: 91.1057, loss_bbox: 0.3100, loss_mask: 0.2833, loss: 0.9566 2024-05-27 15:47:07,867 - mmdet - INFO - Epoch [3][2050/7330] lr: 5.133e-05, eta: 5:14:59, time: 0.269, data_time: 0.014, memory: 4108, loss_rpn_cls: 0.0454, loss_rpn_bbox: 0.0520, loss_cls: 0.2630, acc: 91.0999, loss_bbox: 0.3110, loss_mask: 0.2831, loss: 0.9545 2024-05-27 15:47:21,403 - mmdet - INFO - Epoch [3][2100/7330] lr: 5.133e-05, eta: 5:14:47, time: 0.271, data_time: 0.017, memory: 4108, loss_rpn_cls: 0.0450, loss_rpn_bbox: 0.0543, loss_cls: 0.2618, acc: 91.1033, loss_bbox: 0.3121, loss_mask: 0.2851, loss: 0.9584 2024-05-27 15:47:34,848 - mmdet - INFO - Epoch [3][2150/7330] lr: 5.133e-05, eta: 5:14:34, time: 0.269, data_time: 0.015, memory: 4108, loss_rpn_cls: 0.0437, loss_rpn_bbox: 0.0504, loss_cls: 0.2713, acc: 90.9492, loss_bbox: 0.3091, loss_mask: 0.2920, loss: 0.9664 2024-05-27 15:47:48,334 - mmdet - INFO - Epoch [3][2200/7330] lr: 5.133e-05, eta: 5:14:22, time: 0.270, data_time: 0.015, memory: 4108, loss_rpn_cls: 0.0459, loss_rpn_bbox: 0.0508, loss_cls: 0.2559, acc: 91.3079, loss_bbox: 0.3122, loss_mask: 0.2918, loss: 0.9566 2024-05-27 15:48:01,886 - mmdet - INFO - Epoch [3][2250/7330] lr: 5.133e-05, eta: 5:14:10, time: 0.271, data_time: 0.015, memory: 4108, loss_rpn_cls: 0.0422, loss_rpn_bbox: 0.0509, loss_cls: 0.2697, acc: 90.9863, loss_bbox: 0.3134, loss_mask: 0.2868, loss: 0.9631 2024-05-27 15:48:15,333 - mmdet - INFO - Epoch [3][2300/7330] lr: 5.133e-05, eta: 5:13:57, time: 0.269, data_time: 0.015, memory: 4108, loss_rpn_cls: 0.0444, loss_rpn_bbox: 0.0494, loss_cls: 0.2646, acc: 91.0820, loss_bbox: 0.3096, loss_mask: 0.2859, loss: 0.9539 2024-05-27 15:48:28,697 - mmdet - INFO - Epoch [3][2350/7330] lr: 5.133e-05, eta: 5:13:45, time: 0.267, data_time: 0.014, memory: 4108, loss_rpn_cls: 0.0503, loss_rpn_bbox: 0.0538, loss_cls: 0.2664, acc: 91.2024, loss_bbox: 0.3002, loss_mask: 0.2939, loss: 0.9645 2024-05-27 15:48:42,123 - mmdet - INFO - Epoch [3][2400/7330] lr: 5.133e-05, eta: 5:13:32, time: 0.269, data_time: 0.016, memory: 4108, loss_rpn_cls: 0.0454, loss_rpn_bbox: 0.0525, loss_cls: 0.2702, acc: 91.0027, loss_bbox: 0.3116, loss_mask: 0.2879, loss: 0.9676 2024-05-27 15:48:55,465 - mmdet - INFO - Epoch [3][2450/7330] lr: 5.133e-05, eta: 5:13:19, time: 0.267, data_time: 0.016, memory: 4108, loss_rpn_cls: 0.0469, loss_rpn_bbox: 0.0517, loss_cls: 0.2633, acc: 91.4106, loss_bbox: 0.2960, loss_mask: 0.2818, loss: 0.9398 2024-05-27 15:49:09,053 - mmdet - INFO - Epoch [3][2500/7330] lr: 5.133e-05, eta: 5:13:07, time: 0.272, data_time: 0.015, memory: 4108, loss_rpn_cls: 0.0480, loss_rpn_bbox: 0.0530, loss_cls: 0.2705, acc: 90.8604, loss_bbox: 0.3210, loss_mask: 0.2907, loss: 0.9832 2024-05-27 15:49:22,533 - mmdet - INFO - Epoch [3][2550/7330] lr: 5.133e-05, eta: 5:12:55, time: 0.270, data_time: 0.016, memory: 4108, loss_rpn_cls: 0.0469, loss_rpn_bbox: 0.0545, loss_cls: 0.2685, acc: 90.8853, loss_bbox: 0.3188, loss_mask: 0.2916, loss: 0.9802 2024-05-27 15:49:35,919 - mmdet - INFO - Epoch [3][2600/7330] lr: 5.133e-05, eta: 5:12:42, time: 0.268, data_time: 0.015, memory: 4108, loss_rpn_cls: 0.0443, loss_rpn_bbox: 0.0510, loss_cls: 0.2578, acc: 91.3738, loss_bbox: 0.2991, loss_mask: 0.2831, loss: 0.9354 2024-05-27 15:49:49,347 - mmdet - INFO - Epoch [3][2650/7330] lr: 5.133e-05, eta: 5:12:29, time: 0.269, data_time: 0.015, memory: 4108, loss_rpn_cls: 0.0420, loss_rpn_bbox: 0.0492, loss_cls: 0.2551, acc: 91.4070, loss_bbox: 0.2976, loss_mask: 0.2839, loss: 0.9278 2024-05-27 15:50:02,725 - mmdet - INFO - Epoch [3][2700/7330] lr: 5.133e-05, eta: 5:12:16, time: 0.268, data_time: 0.015, memory: 4108, loss_rpn_cls: 0.0449, loss_rpn_bbox: 0.0524, loss_cls: 0.2624, acc: 91.2432, loss_bbox: 0.3001, loss_mask: 0.2805, loss: 0.9404 2024-05-27 15:50:16,398 - mmdet - INFO - Epoch [3][2750/7330] lr: 5.133e-05, eta: 5:12:05, time: 0.273, data_time: 0.018, memory: 4108, loss_rpn_cls: 0.0472, loss_rpn_bbox: 0.0524, loss_cls: 0.2603, acc: 91.4126, loss_bbox: 0.3001, loss_mask: 0.2870, loss: 0.9470 2024-05-27 15:50:30,105 - mmdet - INFO - Epoch [3][2800/7330] lr: 5.133e-05, eta: 5:11:53, time: 0.274, data_time: 0.015, memory: 4108, loss_rpn_cls: 0.0436, loss_rpn_bbox: 0.0533, loss_cls: 0.2681, acc: 90.7732, loss_bbox: 0.3213, loss_mask: 0.2857, loss: 0.9720 2024-05-27 15:50:43,628 - mmdet - INFO - Epoch [3][2850/7330] lr: 5.133e-05, eta: 5:11:41, time: 0.270, data_time: 0.017, memory: 4108, loss_rpn_cls: 0.0497, loss_rpn_bbox: 0.0528, loss_cls: 0.2703, acc: 91.0742, loss_bbox: 0.3097, loss_mask: 0.2961, loss: 0.9786 2024-05-27 15:50:57,134 - mmdet - INFO - Epoch [3][2900/7330] lr: 5.133e-05, eta: 5:11:29, time: 0.270, data_time: 0.016, memory: 4108, loss_rpn_cls: 0.0474, loss_rpn_bbox: 0.0550, loss_cls: 0.2682, acc: 91.0017, loss_bbox: 0.3159, loss_mask: 0.2825, loss: 0.9692 2024-05-27 15:51:10,840 - mmdet - INFO - Epoch [3][2950/7330] lr: 5.133e-05, eta: 5:11:17, time: 0.274, data_time: 0.016, memory: 4108, loss_rpn_cls: 0.0467, loss_rpn_bbox: 0.0526, loss_cls: 0.2682, acc: 91.0488, loss_bbox: 0.3090, loss_mask: 0.2826, loss: 0.9591 2024-05-27 15:51:24,421 - mmdet - INFO - Epoch [3][3000/7330] lr: 5.133e-05, eta: 5:11:05, time: 0.272, data_time: 0.015, memory: 4108, loss_rpn_cls: 0.0424, loss_rpn_bbox: 0.0497, loss_cls: 0.2520, acc: 91.4832, loss_bbox: 0.3007, loss_mask: 0.2758, loss: 0.9207 2024-05-27 15:51:38,122 - mmdet - INFO - Epoch [3][3050/7330] lr: 5.133e-05, eta: 5:10:53, time: 0.274, data_time: 0.017, memory: 4108, loss_rpn_cls: 0.0476, loss_rpn_bbox: 0.0535, loss_cls: 0.2739, acc: 90.7717, loss_bbox: 0.3181, loss_mask: 0.2964, loss: 0.9894 2024-05-27 15:51:51,610 - mmdet - INFO - Epoch [3][3100/7330] lr: 5.133e-05, eta: 5:10:41, time: 0.270, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0485, loss_rpn_bbox: 0.0523, loss_cls: 0.2662, acc: 91.1035, loss_bbox: 0.3059, loss_mask: 0.2928, loss: 0.9656 2024-05-27 15:52:05,067 - mmdet - INFO - Epoch [3][3150/7330] lr: 5.133e-05, eta: 5:10:28, time: 0.269, data_time: 0.017, memory: 4109, loss_rpn_cls: 0.0460, loss_rpn_bbox: 0.0539, loss_cls: 0.2701, acc: 90.9688, loss_bbox: 0.3115, loss_mask: 0.2907, loss: 0.9722 2024-05-27 15:52:18,596 - mmdet - INFO - Epoch [3][3200/7330] lr: 5.133e-05, eta: 5:10:16, time: 0.271, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0457, loss_rpn_bbox: 0.0494, loss_cls: 0.2547, acc: 91.4480, loss_bbox: 0.2978, loss_mask: 0.2818, loss: 0.9294 2024-05-27 15:52:32,155 - mmdet - INFO - Epoch [3][3250/7330] lr: 5.133e-05, eta: 5:10:04, time: 0.271, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0454, loss_rpn_bbox: 0.0510, loss_cls: 0.2615, acc: 91.3887, loss_bbox: 0.3007, loss_mask: 0.2916, loss: 0.9503 2024-05-27 15:52:45,698 - mmdet - INFO - Epoch [3][3300/7330] lr: 5.133e-05, eta: 5:09:52, time: 0.271, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0459, loss_rpn_bbox: 0.0523, loss_cls: 0.2569, acc: 91.2253, loss_bbox: 0.3031, loss_mask: 0.2908, loss: 0.9491 2024-05-27 15:52:59,328 - mmdet - INFO - Epoch [3][3350/7330] lr: 5.133e-05, eta: 5:09:40, time: 0.273, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0453, loss_rpn_bbox: 0.0530, loss_cls: 0.2582, acc: 91.1423, loss_bbox: 0.3076, loss_mask: 0.2825, loss: 0.9466 2024-05-27 15:53:12,992 - mmdet - INFO - Epoch [3][3400/7330] lr: 5.133e-05, eta: 5:09:28, time: 0.273, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0447, loss_rpn_bbox: 0.0514, loss_cls: 0.2625, acc: 91.0579, loss_bbox: 0.3131, loss_mask: 0.2893, loss: 0.9611 2024-05-27 15:53:26,446 - mmdet - INFO - Epoch [3][3450/7330] lr: 5.133e-05, eta: 5:09:15, time: 0.269, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0434, loss_rpn_bbox: 0.0496, loss_cls: 0.2528, acc: 91.5557, loss_bbox: 0.2905, loss_mask: 0.2828, loss: 0.9191 2024-05-27 15:53:40,136 - mmdet - INFO - Epoch [3][3500/7330] lr: 5.133e-05, eta: 5:09:04, time: 0.274, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0463, loss_rpn_bbox: 0.0514, loss_cls: 0.2694, acc: 91.0103, loss_bbox: 0.3106, loss_mask: 0.2955, loss: 0.9732 2024-05-27 15:53:54,063 - mmdet - INFO - Epoch [3][3550/7330] lr: 5.133e-05, eta: 5:08:53, time: 0.278, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0483, loss_rpn_bbox: 0.0531, loss_cls: 0.2675, acc: 91.0449, loss_bbox: 0.3182, loss_mask: 0.2908, loss: 0.9780 2024-05-27 15:54:07,544 - mmdet - INFO - Epoch [3][3600/7330] lr: 5.133e-05, eta: 5:08:40, time: 0.270, data_time: 0.013, memory: 4109, loss_rpn_cls: 0.0438, loss_rpn_bbox: 0.0471, loss_cls: 0.2513, acc: 91.6055, loss_bbox: 0.2921, loss_mask: 0.2853, loss: 0.9196 2024-05-27 15:54:21,118 - mmdet - INFO - Epoch [3][3650/7330] lr: 5.133e-05, eta: 5:08:28, time: 0.271, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0441, loss_rpn_bbox: 0.0509, loss_cls: 0.2560, acc: 91.3613, loss_bbox: 0.3002, loss_mask: 0.2796, loss: 0.9308 2024-05-27 15:54:34,725 - mmdet - INFO - Epoch [3][3700/7330] lr: 5.133e-05, eta: 5:08:16, time: 0.272, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0422, loss_rpn_bbox: 0.0505, loss_cls: 0.2592, acc: 91.2212, loss_bbox: 0.3019, loss_mask: 0.2894, loss: 0.9432 2024-05-27 15:54:48,396 - mmdet - INFO - Epoch [3][3750/7330] lr: 5.133e-05, eta: 5:08:04, time: 0.273, data_time: 0.018, memory: 4109, loss_rpn_cls: 0.0473, loss_rpn_bbox: 0.0505, loss_cls: 0.2639, acc: 91.1199, loss_bbox: 0.3070, loss_mask: 0.2933, loss: 0.9621 2024-05-27 15:55:01,887 - mmdet - INFO - Epoch [3][3800/7330] lr: 5.133e-05, eta: 5:07:52, time: 0.270, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0414, loss_rpn_bbox: 0.0489, loss_cls: 0.2583, acc: 91.3638, loss_bbox: 0.2982, loss_mask: 0.2798, loss: 0.9267 2024-05-27 15:55:15,504 - mmdet - INFO - Epoch [3][3850/7330] lr: 5.133e-05, eta: 5:07:40, time: 0.272, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0431, loss_rpn_bbox: 0.0511, loss_cls: 0.2677, acc: 91.1863, loss_bbox: 0.3044, loss_mask: 0.2859, loss: 0.9522 2024-05-27 15:55:29,117 - mmdet - INFO - Epoch [3][3900/7330] lr: 5.133e-05, eta: 5:07:27, time: 0.272, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0439, loss_rpn_bbox: 0.0529, loss_cls: 0.2649, acc: 91.1511, loss_bbox: 0.3028, loss_mask: 0.2858, loss: 0.9503 2024-05-27 15:55:42,516 - mmdet - INFO - Epoch [3][3950/7330] lr: 5.133e-05, eta: 5:07:15, time: 0.268, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0427, loss_rpn_bbox: 0.0515, loss_cls: 0.2534, acc: 91.3633, loss_bbox: 0.2935, loss_mask: 0.2863, loss: 0.9273 2024-05-27 15:55:56,081 - mmdet - INFO - Epoch [3][4000/7330] lr: 5.133e-05, eta: 5:07:02, time: 0.271, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0511, loss_rpn_bbox: 0.0534, loss_cls: 0.2608, acc: 91.3352, loss_bbox: 0.3008, loss_mask: 0.2861, loss: 0.9523 2024-05-27 15:56:09,769 - mmdet - INFO - Epoch [3][4050/7330] lr: 5.133e-05, eta: 5:06:50, time: 0.274, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0486, loss_rpn_bbox: 0.0550, loss_cls: 0.2620, acc: 91.2769, loss_bbox: 0.3017, loss_mask: 0.2910, loss: 0.9584 2024-05-27 15:56:23,505 - mmdet - INFO - Epoch [3][4100/7330] lr: 5.133e-05, eta: 5:06:39, time: 0.275, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0470, loss_rpn_bbox: 0.0560, loss_cls: 0.2714, acc: 90.7708, loss_bbox: 0.3161, loss_mask: 0.2836, loss: 0.9741 2024-05-27 15:56:37,148 - mmdet - INFO - Epoch [3][4150/7330] lr: 5.133e-05, eta: 5:06:27, time: 0.273, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0469, loss_rpn_bbox: 0.0538, loss_cls: 0.2707, acc: 90.8088, loss_bbox: 0.3175, loss_mask: 0.2869, loss: 0.9760 2024-05-27 15:56:50,565 - mmdet - INFO - Epoch [3][4200/7330] lr: 5.133e-05, eta: 5:06:14, time: 0.268, data_time: 0.017, memory: 4109, loss_rpn_cls: 0.0423, loss_rpn_bbox: 0.0509, loss_cls: 0.2636, acc: 91.1338, loss_bbox: 0.3011, loss_mask: 0.2911, loss: 0.9491 2024-05-27 15:57:04,146 - mmdet - INFO - Epoch [3][4250/7330] lr: 5.133e-05, eta: 5:06:02, time: 0.272, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0431, loss_rpn_bbox: 0.0517, loss_cls: 0.2667, acc: 91.0164, loss_bbox: 0.3042, loss_mask: 0.2880, loss: 0.9537 2024-05-27 15:57:17,717 - mmdet - INFO - Epoch [3][4300/7330] lr: 5.133e-05, eta: 5:05:49, time: 0.271, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0459, loss_rpn_bbox: 0.0512, loss_cls: 0.2567, acc: 91.2878, loss_bbox: 0.3043, loss_mask: 0.2893, loss: 0.9474 2024-05-27 15:57:31,030 - mmdet - INFO - Epoch [3][4350/7330] lr: 5.133e-05, eta: 5:05:36, time: 0.266, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0460, loss_rpn_bbox: 0.0501, loss_cls: 0.2587, acc: 91.6328, loss_bbox: 0.2914, loss_mask: 0.2875, loss: 0.9336 2024-05-27 15:57:44,749 - mmdet - INFO - Epoch [3][4400/7330] lr: 5.133e-05, eta: 5:05:24, time: 0.274, data_time: 0.017, memory: 4109, loss_rpn_cls: 0.0490, loss_rpn_bbox: 0.0570, loss_cls: 0.2781, acc: 90.5017, loss_bbox: 0.3199, loss_mask: 0.2985, loss: 1.0025 2024-05-27 15:57:58,218 - mmdet - INFO - Epoch [3][4450/7330] lr: 5.133e-05, eta: 5:05:12, time: 0.269, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0485, loss_rpn_bbox: 0.0556, loss_cls: 0.2625, acc: 91.3035, loss_bbox: 0.3012, loss_mask: 0.2953, loss: 0.9632 2024-05-27 15:58:11,703 - mmdet - INFO - Epoch [3][4500/7330] lr: 5.133e-05, eta: 5:04:59, time: 0.270, data_time: 0.018, memory: 4109, loss_rpn_cls: 0.0451, loss_rpn_bbox: 0.0525, loss_cls: 0.2635, acc: 91.2449, loss_bbox: 0.3076, loss_mask: 0.2905, loss: 0.9592 2024-05-27 15:58:25,423 - mmdet - INFO - Epoch [3][4550/7330] lr: 5.133e-05, eta: 5:04:47, time: 0.274, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0438, loss_rpn_bbox: 0.0532, loss_cls: 0.2679, acc: 90.8618, loss_bbox: 0.3130, loss_mask: 0.2942, loss: 0.9722 2024-05-27 15:58:38,989 - mmdet - INFO - Epoch [3][4600/7330] lr: 5.133e-05, eta: 5:04:35, time: 0.271, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0482, loss_rpn_bbox: 0.0518, loss_cls: 0.2557, acc: 91.3813, loss_bbox: 0.2982, loss_mask: 0.2914, loss: 0.9452 2024-05-27 15:58:52,621 - mmdet - INFO - Epoch [3][4650/7330] lr: 5.133e-05, eta: 5:04:23, time: 0.273, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0454, loss_rpn_bbox: 0.0533, loss_cls: 0.2556, acc: 91.3813, loss_bbox: 0.3028, loss_mask: 0.2922, loss: 0.9492 2024-05-27 15:59:06,181 - mmdet - INFO - Epoch [3][4700/7330] lr: 5.133e-05, eta: 5:04:10, time: 0.271, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0414, loss_rpn_bbox: 0.0483, loss_cls: 0.2503, acc: 91.6201, loss_bbox: 0.2919, loss_mask: 0.2802, loss: 0.9121 2024-05-27 15:59:19,635 - mmdet - INFO - Epoch [3][4750/7330] lr: 5.133e-05, eta: 5:03:58, time: 0.269, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0408, loss_rpn_bbox: 0.0461, loss_cls: 0.2503, acc: 91.8154, loss_bbox: 0.2896, loss_mask: 0.2815, loss: 0.9084 2024-05-27 15:59:33,151 - mmdet - INFO - Epoch [3][4800/7330] lr: 5.133e-05, eta: 5:03:45, time: 0.270, data_time: 0.018, memory: 4109, loss_rpn_cls: 0.0431, loss_rpn_bbox: 0.0515, loss_cls: 0.2516, acc: 91.5540, loss_bbox: 0.2943, loss_mask: 0.2760, loss: 0.9165 2024-05-27 15:59:46,800 - mmdet - INFO - Epoch [3][4850/7330] lr: 5.133e-05, eta: 5:03:33, time: 0.273, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0444, loss_rpn_bbox: 0.0492, loss_cls: 0.2555, acc: 91.5117, loss_bbox: 0.2988, loss_mask: 0.2797, loss: 0.9277 2024-05-27 16:00:00,231 - mmdet - INFO - Epoch [3][4900/7330] lr: 5.133e-05, eta: 5:03:20, time: 0.269, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0474, loss_rpn_bbox: 0.0506, loss_cls: 0.2639, acc: 91.4373, loss_bbox: 0.2890, loss_mask: 0.2883, loss: 0.9393 2024-05-27 16:00:13,708 - mmdet - INFO - Epoch [3][4950/7330] lr: 5.133e-05, eta: 5:03:07, time: 0.270, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0442, loss_rpn_bbox: 0.0500, loss_cls: 0.2574, acc: 91.2546, loss_bbox: 0.3001, loss_mask: 0.2831, loss: 0.9348 2024-05-27 16:00:27,265 - mmdet - INFO - Epoch [3][5000/7330] lr: 5.133e-05, eta: 5:02:55, time: 0.271, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0439, loss_rpn_bbox: 0.0521, loss_cls: 0.2544, acc: 91.3652, loss_bbox: 0.3004, loss_mask: 0.2879, loss: 0.9387 2024-05-27 16:00:40,841 - mmdet - INFO - Epoch [3][5050/7330] lr: 5.133e-05, eta: 5:02:43, time: 0.272, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0492, loss_rpn_bbox: 0.0549, loss_cls: 0.2599, acc: 91.1189, loss_bbox: 0.3088, loss_mask: 0.2892, loss: 0.9620 2024-05-27 16:00:54,444 - mmdet - INFO - Epoch [3][5100/7330] lr: 5.133e-05, eta: 5:02:30, time: 0.272, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0439, loss_rpn_bbox: 0.0493, loss_cls: 0.2527, acc: 91.3906, loss_bbox: 0.2963, loss_mask: 0.2765, loss: 0.9187 2024-05-27 16:01:08,066 - mmdet - INFO - Epoch [3][5150/7330] lr: 5.133e-05, eta: 5:02:18, time: 0.272, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0481, loss_rpn_bbox: 0.0547, loss_cls: 0.2640, acc: 91.1948, loss_bbox: 0.3028, loss_mask: 0.2873, loss: 0.9570 2024-05-27 16:01:21,622 - mmdet - INFO - Epoch [3][5200/7330] lr: 5.133e-05, eta: 5:02:06, time: 0.271, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0419, loss_rpn_bbox: 0.0498, loss_cls: 0.2627, acc: 91.4465, loss_bbox: 0.2968, loss_mask: 0.2829, loss: 0.9341 2024-05-27 16:01:35,218 - mmdet - INFO - Epoch [3][5250/7330] lr: 5.133e-05, eta: 5:01:53, time: 0.272, data_time: 0.018, memory: 4109, loss_rpn_cls: 0.0449, loss_rpn_bbox: 0.0523, loss_cls: 0.2589, acc: 91.3623, loss_bbox: 0.2994, loss_mask: 0.2860, loss: 0.9414 2024-05-27 16:01:48,695 - mmdet - INFO - Epoch [3][5300/7330] lr: 5.133e-05, eta: 5:01:41, time: 0.269, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0486, loss_rpn_bbox: 0.0517, loss_cls: 0.2560, acc: 91.5115, loss_bbox: 0.2947, loss_mask: 0.2882, loss: 0.9392 2024-05-27 16:02:02,338 - mmdet - INFO - Epoch [3][5350/7330] lr: 5.133e-05, eta: 5:01:28, time: 0.273, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0479, loss_rpn_bbox: 0.0557, loss_cls: 0.2632, acc: 91.0637, loss_bbox: 0.3135, loss_mask: 0.2888, loss: 0.9691 2024-05-27 16:02:15,839 - mmdet - INFO - Epoch [3][5400/7330] lr: 5.133e-05, eta: 5:01:16, time: 0.270, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0436, loss_rpn_bbox: 0.0487, loss_cls: 0.2607, acc: 91.3828, loss_bbox: 0.2940, loss_mask: 0.2785, loss: 0.9255 2024-05-27 16:02:29,311 - mmdet - INFO - Epoch [3][5450/7330] lr: 5.133e-05, eta: 5:01:03, time: 0.269, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0437, loss_rpn_bbox: 0.0515, loss_cls: 0.2528, acc: 91.4580, loss_bbox: 0.2983, loss_mask: 0.2795, loss: 0.9258 2024-05-27 16:02:42,840 - mmdet - INFO - Epoch [3][5500/7330] lr: 5.133e-05, eta: 5:00:50, time: 0.271, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0450, loss_rpn_bbox: 0.0483, loss_cls: 0.2562, acc: 91.6331, loss_bbox: 0.2907, loss_mask: 0.2840, loss: 0.9242 2024-05-27 16:02:56,332 - mmdet - INFO - Epoch [3][5550/7330] lr: 5.133e-05, eta: 5:00:38, time: 0.270, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0420, loss_rpn_bbox: 0.0515, loss_cls: 0.2562, acc: 91.2305, loss_bbox: 0.2971, loss_mask: 0.2781, loss: 0.9249 2024-05-27 16:03:09,861 - mmdet - INFO - Epoch [3][5600/7330] lr: 5.133e-05, eta: 5:00:25, time: 0.271, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0441, loss_rpn_bbox: 0.0513, loss_cls: 0.2577, acc: 91.4048, loss_bbox: 0.2959, loss_mask: 0.2836, loss: 0.9326 2024-05-27 16:03:23,464 - mmdet - INFO - Epoch [3][5650/7330] lr: 5.133e-05, eta: 5:00:13, time: 0.272, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0424, loss_rpn_bbox: 0.0498, loss_cls: 0.2633, acc: 91.1807, loss_bbox: 0.3022, loss_mask: 0.2860, loss: 0.9437 2024-05-27 16:03:37,112 - mmdet - INFO - Epoch [3][5700/7330] lr: 5.133e-05, eta: 5:00:01, time: 0.273, data_time: 0.017, memory: 4109, loss_rpn_cls: 0.0417, loss_rpn_bbox: 0.0516, loss_cls: 0.2580, acc: 91.3181, loss_bbox: 0.3013, loss_mask: 0.2859, loss: 0.9385 2024-05-27 16:03:50,595 - mmdet - INFO - Epoch [3][5750/7330] lr: 5.133e-05, eta: 4:59:48, time: 0.270, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0407, loss_rpn_bbox: 0.0463, loss_cls: 0.2366, acc: 92.0938, loss_bbox: 0.2775, loss_mask: 0.2749, loss: 0.8760 2024-05-27 16:04:04,149 - mmdet - INFO - Epoch [3][5800/7330] lr: 5.133e-05, eta: 4:59:35, time: 0.271, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0454, loss_rpn_bbox: 0.0480, loss_cls: 0.2561, acc: 91.4436, loss_bbox: 0.2954, loss_mask: 0.2802, loss: 0.9251 2024-05-27 16:04:17,826 - mmdet - INFO - Epoch [3][5850/7330] lr: 5.133e-05, eta: 4:59:23, time: 0.274, data_time: 0.017, memory: 4109, loss_rpn_cls: 0.0432, loss_rpn_bbox: 0.0500, loss_cls: 0.2591, acc: 91.2561, loss_bbox: 0.3068, loss_mask: 0.2835, loss: 0.9426 2024-05-27 16:04:31,367 - mmdet - INFO - Epoch [3][5900/7330] lr: 5.133e-05, eta: 4:59:11, time: 0.271, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0438, loss_rpn_bbox: 0.0504, loss_cls: 0.2514, acc: 91.5984, loss_bbox: 0.2938, loss_mask: 0.2794, loss: 0.9189 2024-05-27 16:04:44,923 - mmdet - INFO - Epoch [3][5950/7330] lr: 5.133e-05, eta: 4:58:58, time: 0.271, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0410, loss_rpn_bbox: 0.0499, loss_cls: 0.2489, acc: 91.5244, loss_bbox: 0.2977, loss_mask: 0.2772, loss: 0.9147 2024-05-27 16:04:58,505 - mmdet - INFO - Epoch [3][6000/7330] lr: 5.133e-05, eta: 4:58:46, time: 0.272, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0399, loss_rpn_bbox: 0.0497, loss_cls: 0.2435, acc: 91.5996, loss_bbox: 0.2933, loss_mask: 0.2719, loss: 0.8983 2024-05-27 16:05:12,011 - mmdet - INFO - Epoch [3][6050/7330] lr: 5.133e-05, eta: 4:58:33, time: 0.270, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0443, loss_rpn_bbox: 0.0513, loss_cls: 0.2556, acc: 91.5229, loss_bbox: 0.2952, loss_mask: 0.2800, loss: 0.9264 2024-05-27 16:05:25,561 - mmdet - INFO - Epoch [3][6100/7330] lr: 5.133e-05, eta: 4:58:20, time: 0.271, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0460, loss_rpn_bbox: 0.0514, loss_cls: 0.2596, acc: 91.2483, loss_bbox: 0.3023, loss_mask: 0.2839, loss: 0.9431 2024-05-27 16:05:38,990 - mmdet - INFO - Epoch [3][6150/7330] lr: 5.133e-05, eta: 4:58:07, time: 0.269, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0413, loss_rpn_bbox: 0.0489, loss_cls: 0.2458, acc: 91.8059, loss_bbox: 0.2871, loss_mask: 0.2752, loss: 0.8982 2024-05-27 16:05:52,512 - mmdet - INFO - Epoch [3][6200/7330] lr: 5.133e-05, eta: 4:57:55, time: 0.270, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0482, loss_rpn_bbox: 0.0524, loss_cls: 0.2699, acc: 91.0735, loss_bbox: 0.3011, loss_mask: 0.2906, loss: 0.9621 2024-05-27 16:06:06,022 - mmdet - INFO - Epoch [3][6250/7330] lr: 5.133e-05, eta: 4:57:42, time: 0.270, data_time: 0.017, memory: 4109, loss_rpn_cls: 0.0428, loss_rpn_bbox: 0.0502, loss_cls: 0.2622, acc: 91.2205, loss_bbox: 0.3049, loss_mask: 0.2878, loss: 0.9478 2024-05-27 16:06:19,598 - mmdet - INFO - Epoch [3][6300/7330] lr: 5.133e-05, eta: 4:57:29, time: 0.271, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0436, loss_rpn_bbox: 0.0488, loss_cls: 0.2557, acc: 91.5852, loss_bbox: 0.2914, loss_mask: 0.2870, loss: 0.9266 2024-05-27 16:06:33,241 - mmdet - INFO - Epoch [3][6350/7330] lr: 5.133e-05, eta: 4:57:17, time: 0.273, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0443, loss_rpn_bbox: 0.0509, loss_cls: 0.2610, acc: 91.2209, loss_bbox: 0.3058, loss_mask: 0.2839, loss: 0.9460 2024-05-27 16:06:46,570 - mmdet - INFO - Epoch [3][6400/7330] lr: 5.133e-05, eta: 4:57:04, time: 0.267, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0423, loss_rpn_bbox: 0.0467, loss_cls: 0.2567, acc: 91.7146, loss_bbox: 0.2839, loss_mask: 0.2760, loss: 0.9055 2024-05-27 16:07:00,110 - mmdet - INFO - Epoch [3][6450/7330] lr: 5.133e-05, eta: 4:56:51, time: 0.271, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0450, loss_rpn_bbox: 0.0498, loss_cls: 0.2586, acc: 91.5032, loss_bbox: 0.2942, loss_mask: 0.2844, loss: 0.9321 2024-05-27 16:07:13,661 - mmdet - INFO - Epoch [3][6500/7330] lr: 5.133e-05, eta: 4:56:39, time: 0.271, data_time: 0.013, memory: 4109, loss_rpn_cls: 0.0437, loss_rpn_bbox: 0.0490, loss_cls: 0.2504, acc: 91.6812, loss_bbox: 0.2892, loss_mask: 0.2770, loss: 0.9093 2024-05-27 16:07:27,171 - mmdet - INFO - Epoch [3][6550/7330] lr: 5.133e-05, eta: 4:56:26, time: 0.270, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0444, loss_rpn_bbox: 0.0479, loss_cls: 0.2471, acc: 91.5808, loss_bbox: 0.2887, loss_mask: 0.2747, loss: 0.9028 2024-05-27 16:07:40,665 - mmdet - INFO - Epoch [3][6600/7330] lr: 5.133e-05, eta: 4:56:13, time: 0.270, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0467, loss_rpn_bbox: 0.0514, loss_cls: 0.2610, acc: 91.2881, loss_bbox: 0.2968, loss_mask: 0.2861, loss: 0.9420 2024-05-27 16:07:54,149 - mmdet - INFO - Epoch [3][6650/7330] lr: 5.133e-05, eta: 4:56:00, time: 0.270, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0435, loss_rpn_bbox: 0.0511, loss_cls: 0.2521, acc: 91.4548, loss_bbox: 0.2981, loss_mask: 0.2865, loss: 0.9314 2024-05-27 16:08:07,749 - mmdet - INFO - Epoch [3][6700/7330] lr: 5.133e-05, eta: 4:55:48, time: 0.272, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0417, loss_rpn_bbox: 0.0466, loss_cls: 0.2538, acc: 91.6323, loss_bbox: 0.2874, loss_mask: 0.2745, loss: 0.9040 2024-05-27 16:08:21,334 - mmdet - INFO - Epoch [3][6750/7330] lr: 5.133e-05, eta: 4:55:35, time: 0.272, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0472, loss_rpn_bbox: 0.0534, loss_cls: 0.2602, acc: 91.2427, loss_bbox: 0.3039, loss_mask: 0.2855, loss: 0.9501 2024-05-27 16:08:34,986 - mmdet - INFO - Epoch [3][6800/7330] lr: 5.133e-05, eta: 4:55:23, time: 0.273, data_time: 0.020, memory: 4109, loss_rpn_cls: 0.0462, loss_rpn_bbox: 0.0530, loss_cls: 0.2578, acc: 91.2388, loss_bbox: 0.3028, loss_mask: 0.2841, loss: 0.9438 2024-05-27 16:08:48,579 - mmdet - INFO - Epoch [3][6850/7330] lr: 5.133e-05, eta: 4:55:10, time: 0.272, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0487, loss_rpn_bbox: 0.0520, loss_cls: 0.2560, acc: 91.3792, loss_bbox: 0.2995, loss_mask: 0.2834, loss: 0.9397 2024-05-27 16:09:02,246 - mmdet - INFO - Epoch [3][6900/7330] lr: 5.133e-05, eta: 4:54:58, time: 0.273, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0466, loss_rpn_bbox: 0.0508, loss_cls: 0.2617, acc: 91.3237, loss_bbox: 0.3001, loss_mask: 0.2779, loss: 0.9370 2024-05-27 16:09:15,785 - mmdet - INFO - Epoch [3][6950/7330] lr: 5.133e-05, eta: 4:54:46, time: 0.271, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0438, loss_rpn_bbox: 0.0508, loss_cls: 0.2608, acc: 91.2180, loss_bbox: 0.2997, loss_mask: 0.2827, loss: 0.9377 2024-05-27 16:09:29,363 - mmdet - INFO - Epoch [3][7000/7330] lr: 5.133e-05, eta: 4:54:33, time: 0.272, data_time: 0.013, memory: 4109, loss_rpn_cls: 0.0433, loss_rpn_bbox: 0.0477, loss_cls: 0.2606, acc: 91.3992, loss_bbox: 0.2927, loss_mask: 0.2771, loss: 0.9214 2024-05-27 16:09:42,910 - mmdet - INFO - Epoch [3][7050/7330] lr: 5.133e-05, eta: 4:54:20, time: 0.271, data_time: 0.018, memory: 4109, loss_rpn_cls: 0.0477, loss_rpn_bbox: 0.0555, loss_cls: 0.2585, acc: 91.2241, loss_bbox: 0.3010, loss_mask: 0.2852, loss: 0.9479 2024-05-27 16:09:56,473 - mmdet - INFO - Epoch [3][7100/7330] lr: 5.133e-05, eta: 4:54:08, time: 0.271, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0455, loss_rpn_bbox: 0.0492, loss_cls: 0.2516, acc: 91.5579, loss_bbox: 0.2912, loss_mask: 0.2858, loss: 0.9233 2024-05-27 16:10:10,060 - mmdet - INFO - Epoch [3][7150/7330] lr: 5.133e-05, eta: 4:53:55, time: 0.272, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0458, loss_rpn_bbox: 0.0533, loss_cls: 0.2575, acc: 91.3298, loss_bbox: 0.3006, loss_mask: 0.2775, loss: 0.9348 2024-05-27 16:10:23,803 - mmdet - INFO - Epoch [3][7200/7330] lr: 5.133e-05, eta: 4:53:43, time: 0.275, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0480, loss_rpn_bbox: 0.0555, loss_cls: 0.2743, acc: 90.8689, loss_bbox: 0.3157, loss_mask: 0.2898, loss: 0.9834 2024-05-27 16:10:37,345 - mmdet - INFO - Epoch [3][7250/7330] lr: 5.133e-05, eta: 4:53:30, time: 0.271, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0442, loss_rpn_bbox: 0.0512, loss_cls: 0.2568, acc: 91.3315, loss_bbox: 0.2978, loss_mask: 0.2937, loss: 0.9436 2024-05-27 16:10:50,931 - mmdet - INFO - Epoch [3][7300/7330] lr: 5.133e-05, eta: 4:53:18, time: 0.272, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0425, loss_rpn_bbox: 0.0493, loss_cls: 0.2587, acc: 91.3411, loss_bbox: 0.3003, loss_mask: 0.2854, loss: 0.9363 2024-05-27 16:10:59,882 - mmdet - INFO - Saving checkpoint at 3 epochs 2024-05-27 16:11:49,122 - mmdet - INFO - Evaluating bbox... 2024-05-27 16:12:19,353 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.329 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.576 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.339 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.177 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.370 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.462 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.467 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.467 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.467 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.264 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.515 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.631 2024-05-27 16:12:19,353 - mmdet - INFO - Evaluating segm... 2024-05-27 16:12:53,896 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.323 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.546 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.334 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.126 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.353 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.525 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.451 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.451 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.451 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.223 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.504 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.653 2024-05-27 16:12:54,331 - mmdet - INFO - Exp name: mask_rcnn_deit_vit_b_fpn_1x_coco_bs16.py 2024-05-27 16:12:54,331 - mmdet - INFO - Epoch(val) [3][625] bbox_mAP: 0.3290, bbox_mAP_50: 0.5760, bbox_mAP_75: 0.3390, bbox_mAP_s: 0.1770, bbox_mAP_m: 0.3700, bbox_mAP_l: 0.4620, bbox_mAP_copypaste: 0.329 0.576 0.339 0.177 0.370 0.462, segm_mAP: 0.3230, segm_mAP_50: 0.5460, segm_mAP_75: 0.3340, segm_mAP_s: 0.1260, segm_mAP_m: 0.3530, segm_mAP_l: 0.5250, segm_mAP_copypaste: 0.323 0.546 0.334 0.126 0.353 0.525 2024-05-27 16:13:12,705 - mmdet - INFO - Epoch [4][50/7330] lr: 5.133e-05, eta: 4:52:48, time: 0.367, data_time: 0.080, memory: 4109, loss_rpn_cls: 0.0422, loss_rpn_bbox: 0.0516, loss_cls: 0.2481, acc: 91.3660, loss_bbox: 0.3004, loss_mask: 0.2723, loss: 0.9146 2024-05-27 16:13:26,109 - mmdet - INFO - Epoch [4][100/7330] lr: 5.133e-05, eta: 4:52:35, time: 0.268, data_time: 0.017, memory: 4109, loss_rpn_cls: 0.0444, loss_rpn_bbox: 0.0540, loss_cls: 0.2503, acc: 91.2278, loss_bbox: 0.2995, loss_mask: 0.2840, loss: 0.9322 2024-05-27 16:13:39,747 - mmdet - INFO - Epoch [4][150/7330] lr: 5.133e-05, eta: 4:52:22, time: 0.273, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0461, loss_rpn_bbox: 0.0534, loss_cls: 0.2671, acc: 91.1702, loss_bbox: 0.3046, loss_mask: 0.2801, loss: 0.9513 2024-05-27 16:13:53,368 - mmdet - INFO - Epoch [4][200/7330] lr: 5.133e-05, eta: 4:52:10, time: 0.272, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0396, loss_rpn_bbox: 0.0511, loss_cls: 0.2457, acc: 91.5522, loss_bbox: 0.3013, loss_mask: 0.2763, loss: 0.9141 2024-05-27 16:14:06,810 - mmdet - INFO - Epoch [4][250/7330] lr: 5.133e-05, eta: 4:51:57, time: 0.269, data_time: 0.019, memory: 4109, loss_rpn_cls: 0.0403, loss_rpn_bbox: 0.0508, loss_cls: 0.2439, acc: 91.6267, loss_bbox: 0.2951, loss_mask: 0.2794, loss: 0.9094 2024-05-27 16:14:20,375 - mmdet - INFO - Epoch [4][300/7330] lr: 5.133e-05, eta: 4:51:44, time: 0.271, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0411, loss_rpn_bbox: 0.0517, loss_cls: 0.2436, acc: 91.7666, loss_bbox: 0.2943, loss_mask: 0.2774, loss: 0.9081 2024-05-27 16:14:33,920 - mmdet - INFO - Epoch [4][350/7330] lr: 5.133e-05, eta: 4:51:31, time: 0.271, data_time: 0.017, memory: 4109, loss_rpn_cls: 0.0412, loss_rpn_bbox: 0.0514, loss_cls: 0.2458, acc: 91.4910, loss_bbox: 0.2969, loss_mask: 0.2756, loss: 0.9108 2024-05-27 16:14:47,444 - mmdet - INFO - Epoch [4][400/7330] lr: 5.133e-05, eta: 4:51:19, time: 0.270, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0444, loss_rpn_bbox: 0.0509, loss_cls: 0.2441, acc: 91.6506, loss_bbox: 0.2967, loss_mask: 0.2825, loss: 0.9187 2024-05-27 16:15:00,821 - mmdet - INFO - Epoch [4][450/7330] lr: 5.133e-05, eta: 4:51:05, time: 0.268, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0407, loss_rpn_bbox: 0.0502, loss_cls: 0.2539, acc: 91.3032, loss_bbox: 0.2961, loss_mask: 0.2816, loss: 0.9225 2024-05-27 16:15:14,397 - mmdet - INFO - Epoch [4][500/7330] lr: 5.133e-05, eta: 4:50:53, time: 0.271, data_time: 0.017, memory: 4109, loss_rpn_cls: 0.0408, loss_rpn_bbox: 0.0500, loss_cls: 0.2521, acc: 91.3191, loss_bbox: 0.2995, loss_mask: 0.2768, loss: 0.9193 2024-05-27 16:15:27,826 - mmdet - INFO - Epoch [4][550/7330] lr: 5.133e-05, eta: 4:50:40, time: 0.269, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0431, loss_rpn_bbox: 0.0488, loss_cls: 0.2516, acc: 91.5278, loss_bbox: 0.2926, loss_mask: 0.2764, loss: 0.9125 2024-05-27 16:15:41,437 - mmdet - INFO - Epoch [4][600/7330] lr: 5.133e-05, eta: 4:50:27, time: 0.272, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0417, loss_rpn_bbox: 0.0513, loss_cls: 0.2488, acc: 91.4565, loss_bbox: 0.2964, loss_mask: 0.2760, loss: 0.9142 2024-05-27 16:15:54,961 - mmdet - INFO - Epoch [4][650/7330] lr: 5.133e-05, eta: 4:50:14, time: 0.270, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0421, loss_rpn_bbox: 0.0504, loss_cls: 0.2394, acc: 91.6843, loss_bbox: 0.2895, loss_mask: 0.2784, loss: 0.8998 2024-05-27 16:16:08,511 - mmdet - INFO - Epoch [4][700/7330] lr: 5.133e-05, eta: 4:50:02, time: 0.271, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0406, loss_rpn_bbox: 0.0509, loss_cls: 0.2523, acc: 91.3987, loss_bbox: 0.2975, loss_mask: 0.2784, loss: 0.9197 2024-05-27 16:16:22,047 - mmdet - INFO - Epoch [4][750/7330] lr: 5.133e-05, eta: 4:49:49, time: 0.271, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0395, loss_rpn_bbox: 0.0508, loss_cls: 0.2378, acc: 91.8008, loss_bbox: 0.2878, loss_mask: 0.2757, loss: 0.8917 2024-05-27 16:16:35,683 - mmdet - INFO - Epoch [4][800/7330] lr: 5.133e-05, eta: 4:49:37, time: 0.273, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0426, loss_rpn_bbox: 0.0520, loss_cls: 0.2504, acc: 91.3428, loss_bbox: 0.3042, loss_mask: 0.2769, loss: 0.9261 2024-05-27 16:16:49,234 - mmdet - INFO - Epoch [4][850/7330] lr: 5.133e-05, eta: 4:49:24, time: 0.271, data_time: 0.013, memory: 4109, loss_rpn_cls: 0.0415, loss_rpn_bbox: 0.0477, loss_cls: 0.2419, acc: 91.6978, loss_bbox: 0.2876, loss_mask: 0.2729, loss: 0.8916 2024-05-27 16:17:02,837 - mmdet - INFO - Epoch [4][900/7330] lr: 5.133e-05, eta: 4:49:11, time: 0.272, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0421, loss_rpn_bbox: 0.0505, loss_cls: 0.2410, acc: 91.6179, loss_bbox: 0.2933, loss_mask: 0.2791, loss: 0.9060 2024-05-27 16:17:16,524 - mmdet - INFO - Epoch [4][950/7330] lr: 5.133e-05, eta: 4:48:59, time: 0.274, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0364, loss_rpn_bbox: 0.0494, loss_cls: 0.2392, acc: 91.6060, loss_bbox: 0.2944, loss_mask: 0.2682, loss: 0.8876 2024-05-27 16:17:30,176 - mmdet - INFO - Epoch [4][1000/7330] lr: 5.133e-05, eta: 4:48:47, time: 0.273, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0410, loss_rpn_bbox: 0.0507, loss_cls: 0.2543, acc: 91.2273, loss_bbox: 0.3000, loss_mask: 0.2767, loss: 0.9227 2024-05-27 16:17:43,713 - mmdet - INFO - Epoch [4][1050/7330] lr: 5.133e-05, eta: 4:48:34, time: 0.271, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0441, loss_rpn_bbox: 0.0511, loss_cls: 0.2447, acc: 91.6218, loss_bbox: 0.2924, loss_mask: 0.2755, loss: 0.9079 2024-05-27 16:17:57,432 - mmdet - INFO - Epoch [4][1100/7330] lr: 5.133e-05, eta: 4:48:21, time: 0.274, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0417, loss_rpn_bbox: 0.0506, loss_cls: 0.2472, acc: 91.6436, loss_bbox: 0.2941, loss_mask: 0.2784, loss: 0.9120 2024-05-27 16:18:11,127 - mmdet - INFO - Epoch [4][1150/7330] lr: 5.133e-05, eta: 4:48:09, time: 0.274, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0438, loss_rpn_bbox: 0.0527, loss_cls: 0.2587, acc: 91.1221, loss_bbox: 0.3050, loss_mask: 0.2816, loss: 0.9417 2024-05-27 16:18:24,766 - mmdet - INFO - Epoch [4][1200/7330] lr: 5.133e-05, eta: 4:47:57, time: 0.273, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0393, loss_rpn_bbox: 0.0485, loss_cls: 0.2540, acc: 91.2776, loss_bbox: 0.3009, loss_mask: 0.2707, loss: 0.9135 2024-05-27 16:18:38,419 - mmdet - INFO - Epoch [4][1250/7330] lr: 5.133e-05, eta: 4:47:44, time: 0.273, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0415, loss_rpn_bbox: 0.0513, loss_cls: 0.2491, acc: 91.3708, loss_bbox: 0.2959, loss_mask: 0.2784, loss: 0.9161 2024-05-27 16:18:52,204 - mmdet - INFO - Epoch [4][1300/7330] lr: 5.133e-05, eta: 4:47:32, time: 0.276, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0445, loss_rpn_bbox: 0.0545, loss_cls: 0.2515, acc: 91.4731, loss_bbox: 0.2993, loss_mask: 0.2766, loss: 0.9264 2024-05-27 16:19:05,632 - mmdet - INFO - Epoch [4][1350/7330] lr: 5.133e-05, eta: 4:47:19, time: 0.269, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0367, loss_rpn_bbox: 0.0479, loss_cls: 0.2398, acc: 91.7551, loss_bbox: 0.2838, loss_mask: 0.2711, loss: 0.8793 2024-05-27 16:19:19,170 - mmdet - INFO - Epoch [4][1400/7330] lr: 5.133e-05, eta: 4:47:06, time: 0.271, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0418, loss_rpn_bbox: 0.0532, loss_cls: 0.2507, acc: 91.3406, loss_bbox: 0.3007, loss_mask: 0.2825, loss: 0.9290 2024-05-27 16:19:32,722 - mmdet - INFO - Epoch [4][1450/7330] lr: 5.133e-05, eta: 4:46:53, time: 0.271, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0422, loss_rpn_bbox: 0.0492, loss_cls: 0.2399, acc: 91.8506, loss_bbox: 0.2829, loss_mask: 0.2762, loss: 0.8903 2024-05-27 16:19:46,307 - mmdet - INFO - Epoch [4][1500/7330] lr: 5.133e-05, eta: 4:46:41, time: 0.272, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0403, loss_rpn_bbox: 0.0516, loss_cls: 0.2396, acc: 91.6875, loss_bbox: 0.2938, loss_mask: 0.2723, loss: 0.8976 2024-05-27 16:19:59,903 - mmdet - INFO - Epoch [4][1550/7330] lr: 5.133e-05, eta: 4:46:28, time: 0.272, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0414, loss_rpn_bbox: 0.0491, loss_cls: 0.2489, acc: 91.4573, loss_bbox: 0.2934, loss_mask: 0.2759, loss: 0.9087 2024-05-27 16:20:13,495 - mmdet - INFO - Epoch [4][1600/7330] lr: 5.133e-05, eta: 4:46:16, time: 0.272, data_time: 0.017, memory: 4109, loss_rpn_cls: 0.0401, loss_rpn_bbox: 0.0483, loss_cls: 0.2394, acc: 91.6821, loss_bbox: 0.2901, loss_mask: 0.2720, loss: 0.8898 2024-05-27 16:20:26,971 - mmdet - INFO - Epoch [4][1650/7330] lr: 5.133e-05, eta: 4:46:03, time: 0.270, data_time: 0.018, memory: 4109, loss_rpn_cls: 0.0415, loss_rpn_bbox: 0.0504, loss_cls: 0.2347, acc: 91.9839, loss_bbox: 0.2838, loss_mask: 0.2718, loss: 0.8823 2024-05-27 16:20:40,722 - mmdet - INFO - Epoch [4][1700/7330] lr: 5.133e-05, eta: 4:45:50, time: 0.275, data_time: 0.018, memory: 4109, loss_rpn_cls: 0.0431, loss_rpn_bbox: 0.0545, loss_cls: 0.2524, acc: 91.1724, loss_bbox: 0.3076, loss_mask: 0.2802, loss: 0.9379 2024-05-27 16:20:54,384 - mmdet - INFO - Epoch [4][1750/7330] lr: 5.133e-05, eta: 4:45:38, time: 0.273, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0413, loss_rpn_bbox: 0.0522, loss_cls: 0.2458, acc: 91.4397, loss_bbox: 0.2986, loss_mask: 0.2768, loss: 0.9148 2024-05-27 16:21:07,989 - mmdet - INFO - Epoch [4][1800/7330] lr: 5.133e-05, eta: 4:45:25, time: 0.272, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0437, loss_rpn_bbox: 0.0510, loss_cls: 0.2456, acc: 91.4734, loss_bbox: 0.2925, loss_mask: 0.2792, loss: 0.9120 2024-05-27 16:21:21,558 - mmdet - INFO - Epoch [4][1850/7330] lr: 5.133e-05, eta: 4:45:12, time: 0.271, data_time: 0.019, memory: 4109, loss_rpn_cls: 0.0385, loss_rpn_bbox: 0.0492, loss_cls: 0.2426, acc: 91.7666, loss_bbox: 0.2926, loss_mask: 0.2715, loss: 0.8943 2024-05-27 16:21:35,082 - mmdet - INFO - Epoch [4][1900/7330] lr: 5.133e-05, eta: 4:45:00, time: 0.270, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0411, loss_rpn_bbox: 0.0493, loss_cls: 0.2435, acc: 91.7542, loss_bbox: 0.2837, loss_mask: 0.2703, loss: 0.8880 2024-05-27 16:21:48,845 - mmdet - INFO - Epoch [4][1950/7330] lr: 5.133e-05, eta: 4:44:47, time: 0.275, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0381, loss_rpn_bbox: 0.0490, loss_cls: 0.2482, acc: 91.4009, loss_bbox: 0.2989, loss_mask: 0.2660, loss: 0.9002 2024-05-27 16:22:02,518 - mmdet - INFO - Epoch [4][2000/7330] lr: 5.133e-05, eta: 4:44:35, time: 0.274, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0418, loss_rpn_bbox: 0.0489, loss_cls: 0.2475, acc: 91.4673, loss_bbox: 0.2957, loss_mask: 0.2776, loss: 0.9116 2024-05-27 16:22:16,032 - mmdet - INFO - Epoch [4][2050/7330] lr: 5.133e-05, eta: 4:44:22, time: 0.270, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0418, loss_rpn_bbox: 0.0499, loss_cls: 0.2478, acc: 91.5427, loss_bbox: 0.2923, loss_mask: 0.2739, loss: 0.9057 2024-05-27 16:22:29,544 - mmdet - INFO - Epoch [4][2100/7330] lr: 5.133e-05, eta: 4:44:09, time: 0.270, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0388, loss_rpn_bbox: 0.0476, loss_cls: 0.2488, acc: 91.5400, loss_bbox: 0.2962, loss_mask: 0.2859, loss: 0.9174 2024-05-27 16:22:43,235 - mmdet - INFO - Epoch [4][2150/7330] lr: 5.133e-05, eta: 4:43:57, time: 0.274, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0405, loss_rpn_bbox: 0.0503, loss_cls: 0.2403, acc: 91.6565, loss_bbox: 0.2924, loss_mask: 0.2747, loss: 0.8982 2024-05-27 16:22:56,972 - mmdet - INFO - Epoch [4][2200/7330] lr: 5.133e-05, eta: 4:43:44, time: 0.275, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0424, loss_rpn_bbox: 0.0509, loss_cls: 0.2533, acc: 91.3496, loss_bbox: 0.3048, loss_mask: 0.2796, loss: 0.9309 2024-05-27 16:23:10,543 - mmdet - INFO - Epoch [4][2250/7330] lr: 5.133e-05, eta: 4:43:32, time: 0.271, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0402, loss_rpn_bbox: 0.0488, loss_cls: 0.2417, acc: 91.7717, loss_bbox: 0.2869, loss_mask: 0.2739, loss: 0.8914 2024-05-27 16:23:24,102 - mmdet - INFO - Epoch [4][2300/7330] lr: 5.133e-05, eta: 4:43:19, time: 0.271, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0398, loss_rpn_bbox: 0.0500, loss_cls: 0.2448, acc: 91.6509, loss_bbox: 0.2883, loss_mask: 0.2760, loss: 0.8989 2024-05-27 16:23:37,932 - mmdet - INFO - Epoch [4][2350/7330] lr: 5.133e-05, eta: 4:43:07, time: 0.277, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0391, loss_rpn_bbox: 0.0497, loss_cls: 0.2480, acc: 91.5610, loss_bbox: 0.2957, loss_mask: 0.2715, loss: 0.9040 2024-05-27 16:23:51,513 - mmdet - INFO - Epoch [4][2400/7330] lr: 5.133e-05, eta: 4:42:54, time: 0.272, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0379, loss_rpn_bbox: 0.0476, loss_cls: 0.2406, acc: 91.8438, loss_bbox: 0.2867, loss_mask: 0.2699, loss: 0.8828 2024-05-27 16:24:05,204 - mmdet - INFO - Epoch [4][2450/7330] lr: 5.133e-05, eta: 4:42:41, time: 0.274, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0394, loss_rpn_bbox: 0.0500, loss_cls: 0.2385, acc: 91.8906, loss_bbox: 0.2833, loss_mask: 0.2736, loss: 0.8848 2024-05-27 16:24:18,745 - mmdet - INFO - Epoch [4][2500/7330] lr: 5.133e-05, eta: 4:42:29, time: 0.271, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0426, loss_rpn_bbox: 0.0534, loss_cls: 0.2439, acc: 91.4915, loss_bbox: 0.2923, loss_mask: 0.2741, loss: 0.9063 2024-05-27 16:24:32,220 - mmdet - INFO - Epoch [4][2550/7330] lr: 5.133e-05, eta: 4:42:16, time: 0.269, data_time: 0.017, memory: 4109, loss_rpn_cls: 0.0380, loss_rpn_bbox: 0.0441, loss_cls: 0.2318, acc: 92.0674, loss_bbox: 0.2778, loss_mask: 0.2711, loss: 0.8627 2024-05-27 16:24:45,890 - mmdet - INFO - Epoch [4][2600/7330] lr: 5.133e-05, eta: 4:42:03, time: 0.273, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0403, loss_rpn_bbox: 0.0498, loss_cls: 0.2439, acc: 91.5959, loss_bbox: 0.2909, loss_mask: 0.2727, loss: 0.8975 2024-05-27 16:24:59,475 - mmdet - INFO - Epoch [4][2650/7330] lr: 5.133e-05, eta: 4:41:50, time: 0.272, data_time: 0.013, memory: 4109, loss_rpn_cls: 0.0424, loss_rpn_bbox: 0.0491, loss_cls: 0.2513, acc: 91.3643, loss_bbox: 0.2979, loss_mask: 0.2686, loss: 0.9092 2024-05-27 16:25:13,087 - mmdet - INFO - Epoch [4][2700/7330] lr: 5.133e-05, eta: 4:41:38, time: 0.272, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0397, loss_rpn_bbox: 0.0477, loss_cls: 0.2370, acc: 91.9133, loss_bbox: 0.2850, loss_mask: 0.2698, loss: 0.8792 2024-05-27 16:25:26,683 - mmdet - INFO - Epoch [4][2750/7330] lr: 5.133e-05, eta: 4:41:25, time: 0.272, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0435, loss_rpn_bbox: 0.0497, loss_cls: 0.2406, acc: 91.6938, loss_bbox: 0.2888, loss_mask: 0.2740, loss: 0.8967 2024-05-27 16:25:40,206 - mmdet - INFO - Epoch [4][2800/7330] lr: 5.133e-05, eta: 4:41:12, time: 0.270, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0391, loss_rpn_bbox: 0.0462, loss_cls: 0.2481, acc: 91.6831, loss_bbox: 0.2883, loss_mask: 0.2747, loss: 0.8964 2024-05-27 16:25:54,444 - mmdet - INFO - Epoch [4][2850/7330] lr: 5.133e-05, eta: 4:41:01, time: 0.285, data_time: 0.024, memory: 4109, loss_rpn_cls: 0.0420, loss_rpn_bbox: 0.0507, loss_cls: 0.2460, acc: 91.4895, loss_bbox: 0.2910, loss_mask: 0.2795, loss: 0.9092 2024-05-27 16:26:07,862 - mmdet - INFO - Epoch [4][2900/7330] lr: 5.133e-05, eta: 4:40:48, time: 0.268, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0414, loss_rpn_bbox: 0.0494, loss_cls: 0.2428, acc: 91.7581, loss_bbox: 0.2836, loss_mask: 0.2731, loss: 0.8903 2024-05-27 16:26:21,646 - mmdet - INFO - Epoch [4][2950/7330] lr: 5.133e-05, eta: 4:40:35, time: 0.276, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0401, loss_rpn_bbox: 0.0499, loss_cls: 0.2425, acc: 91.5874, loss_bbox: 0.2926, loss_mask: 0.2732, loss: 0.8984 2024-05-27 16:26:35,268 - mmdet - INFO - Epoch [4][3000/7330] lr: 5.133e-05, eta: 4:40:23, time: 0.272, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0417, loss_rpn_bbox: 0.0498, loss_cls: 0.2484, acc: 91.5208, loss_bbox: 0.2873, loss_mask: 0.2776, loss: 0.9047 2024-05-27 16:26:48,989 - mmdet - INFO - Epoch [4][3050/7330] lr: 5.133e-05, eta: 4:40:10, time: 0.274, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0408, loss_rpn_bbox: 0.0483, loss_cls: 0.2533, acc: 91.3513, loss_bbox: 0.3038, loss_mask: 0.2760, loss: 0.9222 2024-05-27 16:27:02,484 - mmdet - INFO - Epoch [4][3100/7330] lr: 5.133e-05, eta: 4:39:57, time: 0.270, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0449, loss_rpn_bbox: 0.0495, loss_cls: 0.2488, acc: 91.4844, loss_bbox: 0.2925, loss_mask: 0.2755, loss: 0.9112 2024-05-27 16:27:16,061 - mmdet - INFO - Epoch [4][3150/7330] lr: 5.133e-05, eta: 4:39:44, time: 0.272, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0417, loss_rpn_bbox: 0.0495, loss_cls: 0.2534, acc: 91.4536, loss_bbox: 0.2950, loss_mask: 0.2812, loss: 0.9208 2024-05-27 16:27:29,703 - mmdet - INFO - Epoch [4][3200/7330] lr: 5.133e-05, eta: 4:39:32, time: 0.273, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0379, loss_rpn_bbox: 0.0508, loss_cls: 0.2373, acc: 91.7656, loss_bbox: 0.2848, loss_mask: 0.2727, loss: 0.8836 2024-05-27 16:27:43,281 - mmdet - INFO - Epoch [4][3250/7330] lr: 5.133e-05, eta: 4:39:19, time: 0.272, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0383, loss_rpn_bbox: 0.0476, loss_cls: 0.2357, acc: 91.9458, loss_bbox: 0.2763, loss_mask: 0.2648, loss: 0.8628 2024-05-27 16:27:56,753 - mmdet - INFO - Epoch [4][3300/7330] lr: 5.133e-05, eta: 4:39:06, time: 0.269, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0412, loss_rpn_bbox: 0.0488, loss_cls: 0.2400, acc: 91.8762, loss_bbox: 0.2796, loss_mask: 0.2740, loss: 0.8836 2024-05-27 16:28:10,313 - mmdet - INFO - Epoch [4][3350/7330] lr: 5.133e-05, eta: 4:38:53, time: 0.271, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0388, loss_rpn_bbox: 0.0514, loss_cls: 0.2477, acc: 91.5488, loss_bbox: 0.2891, loss_mask: 0.2757, loss: 0.9028 2024-05-27 16:28:23,892 - mmdet - INFO - Epoch [4][3400/7330] lr: 5.133e-05, eta: 4:38:40, time: 0.272, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0418, loss_rpn_bbox: 0.0492, loss_cls: 0.2398, acc: 91.7480, loss_bbox: 0.2851, loss_mask: 0.2703, loss: 0.8862 2024-05-27 16:28:37,432 - mmdet - INFO - Epoch [4][3450/7330] lr: 5.133e-05, eta: 4:38:27, time: 0.271, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0407, loss_rpn_bbox: 0.0482, loss_cls: 0.2422, acc: 91.7476, loss_bbox: 0.2876, loss_mask: 0.2703, loss: 0.8891 2024-05-27 16:28:51,039 - mmdet - INFO - Epoch [4][3500/7330] lr: 5.133e-05, eta: 4:38:14, time: 0.272, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0399, loss_rpn_bbox: 0.0504, loss_cls: 0.2529, acc: 91.4487, loss_bbox: 0.2927, loss_mask: 0.2760, loss: 0.9119 2024-05-27 16:29:04,558 - mmdet - INFO - Epoch [4][3550/7330] lr: 5.133e-05, eta: 4:38:01, time: 0.270, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0417, loss_rpn_bbox: 0.0494, loss_cls: 0.2478, acc: 91.6331, loss_bbox: 0.2904, loss_mask: 0.2730, loss: 0.9024 2024-05-27 16:29:18,155 - mmdet - INFO - Epoch [4][3600/7330] lr: 5.133e-05, eta: 4:37:49, time: 0.272, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0435, loss_rpn_bbox: 0.0512, loss_cls: 0.2459, acc: 91.6650, loss_bbox: 0.2876, loss_mask: 0.2656, loss: 0.8938 2024-05-27 16:29:31,672 - mmdet - INFO - Epoch [4][3650/7330] lr: 5.133e-05, eta: 4:37:36, time: 0.270, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0397, loss_rpn_bbox: 0.0496, loss_cls: 0.2440, acc: 91.7058, loss_bbox: 0.2890, loss_mask: 0.2693, loss: 0.8916 2024-05-27 16:29:45,087 - mmdet - INFO - Epoch [4][3700/7330] lr: 5.133e-05, eta: 4:37:22, time: 0.268, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0396, loss_rpn_bbox: 0.0454, loss_cls: 0.2267, acc: 92.2432, loss_bbox: 0.2712, loss_mask: 0.2670, loss: 0.8498 2024-05-27 16:29:58,742 - mmdet - INFO - Epoch [4][3750/7330] lr: 5.133e-05, eta: 4:37:10, time: 0.273, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0404, loss_rpn_bbox: 0.0498, loss_cls: 0.2492, acc: 91.4229, loss_bbox: 0.2973, loss_mask: 0.2711, loss: 0.9079 2024-05-27 16:30:12,372 - mmdet - INFO - Epoch [4][3800/7330] lr: 5.133e-05, eta: 4:36:57, time: 0.273, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0408, loss_rpn_bbox: 0.0480, loss_cls: 0.2467, acc: 91.6333, loss_bbox: 0.2824, loss_mask: 0.2730, loss: 0.8909 2024-05-27 16:30:25,918 - mmdet - INFO - Epoch [4][3850/7330] lr: 5.133e-05, eta: 4:36:44, time: 0.271, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0423, loss_rpn_bbox: 0.0490, loss_cls: 0.2372, acc: 91.8630, loss_bbox: 0.2831, loss_mask: 0.2745, loss: 0.8862 2024-05-27 16:30:39,423 - mmdet - INFO - Epoch [4][3900/7330] lr: 5.133e-05, eta: 4:36:31, time: 0.270, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0388, loss_rpn_bbox: 0.0480, loss_cls: 0.2355, acc: 91.8640, loss_bbox: 0.2829, loss_mask: 0.2698, loss: 0.8750 2024-05-27 16:30:53,083 - mmdet - INFO - Epoch [4][3950/7330] lr: 5.133e-05, eta: 4:36:18, time: 0.273, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0454, loss_rpn_bbox: 0.0535, loss_cls: 0.2452, acc: 91.5857, loss_bbox: 0.2948, loss_mask: 0.2781, loss: 0.9170 2024-05-27 16:31:06,564 - mmdet - INFO - Epoch [4][4000/7330] lr: 5.133e-05, eta: 4:36:05, time: 0.270, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0400, loss_rpn_bbox: 0.0499, loss_cls: 0.2372, acc: 91.8464, loss_bbox: 0.2873, loss_mask: 0.2736, loss: 0.8880 2024-05-27 16:31:20,099 - mmdet - INFO - Epoch [4][4050/7330] lr: 5.133e-05, eta: 4:35:52, time: 0.271, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0366, loss_rpn_bbox: 0.0456, loss_cls: 0.2328, acc: 92.0527, loss_bbox: 0.2765, loss_mask: 0.2735, loss: 0.8651 2024-05-27 16:31:33,655 - mmdet - INFO - Epoch [4][4100/7330] lr: 5.133e-05, eta: 4:35:39, time: 0.271, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0372, loss_rpn_bbox: 0.0474, loss_cls: 0.2314, acc: 92.0425, loss_bbox: 0.2768, loss_mask: 0.2736, loss: 0.8665 2024-05-27 16:31:47,142 - mmdet - INFO - Epoch [4][4150/7330] lr: 5.133e-05, eta: 4:35:26, time: 0.270, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0369, loss_rpn_bbox: 0.0471, loss_cls: 0.2379, acc: 91.9021, loss_bbox: 0.2823, loss_mask: 0.2672, loss: 0.8714 2024-05-27 16:32:00,870 - mmdet - INFO - Epoch [4][4200/7330] lr: 5.133e-05, eta: 4:35:14, time: 0.274, data_time: 0.017, memory: 4109, loss_rpn_cls: 0.0429, loss_rpn_bbox: 0.0521, loss_cls: 0.2486, acc: 91.6724, loss_bbox: 0.2900, loss_mask: 0.2712, loss: 0.9048 2024-05-27 16:32:14,621 - mmdet - INFO - Epoch [4][4250/7330] lr: 5.133e-05, eta: 4:35:01, time: 0.275, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0409, loss_rpn_bbox: 0.0509, loss_cls: 0.2487, acc: 91.4258, loss_bbox: 0.2962, loss_mask: 0.2732, loss: 0.9100 2024-05-27 16:32:28,337 - mmdet - INFO - Epoch [4][4300/7330] lr: 5.133e-05, eta: 4:34:49, time: 0.274, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0453, loss_rpn_bbox: 0.0527, loss_cls: 0.2551, acc: 91.2283, loss_bbox: 0.3013, loss_mask: 0.2675, loss: 0.9220 2024-05-27 16:32:42,050 - mmdet - INFO - Epoch [4][4350/7330] lr: 5.133e-05, eta: 4:34:36, time: 0.274, data_time: 0.017, memory: 4109, loss_rpn_cls: 0.0414, loss_rpn_bbox: 0.0500, loss_cls: 0.2430, acc: 91.5972, loss_bbox: 0.2908, loss_mask: 0.2696, loss: 0.8948 2024-05-27 16:32:55,555 - mmdet - INFO - Epoch [4][4400/7330] lr: 5.133e-05, eta: 4:34:23, time: 0.270, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0434, loss_rpn_bbox: 0.0509, loss_cls: 0.2445, acc: 91.7502, loss_bbox: 0.2803, loss_mask: 0.2701, loss: 0.8892 2024-05-27 16:33:09,145 - mmdet - INFO - Epoch [4][4450/7330] lr: 5.133e-05, eta: 4:34:10, time: 0.272, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0430, loss_rpn_bbox: 0.0511, loss_cls: 0.2499, acc: 91.5425, loss_bbox: 0.2907, loss_mask: 0.2703, loss: 0.9049 2024-05-27 16:33:22,662 - mmdet - INFO - Epoch [4][4500/7330] lr: 5.133e-05, eta: 4:33:57, time: 0.270, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0389, loss_rpn_bbox: 0.0457, loss_cls: 0.2321, acc: 92.1531, loss_bbox: 0.2734, loss_mask: 0.2716, loss: 0.8617 2024-05-27 16:33:36,303 - mmdet - INFO - Epoch [4][4550/7330] lr: 5.133e-05, eta: 4:33:45, time: 0.273, data_time: 0.017, memory: 4109, loss_rpn_cls: 0.0383, loss_rpn_bbox: 0.0486, loss_cls: 0.2483, acc: 91.6145, loss_bbox: 0.2895, loss_mask: 0.2698, loss: 0.8945 2024-05-27 16:33:50,049 - mmdet - INFO - Epoch [4][4600/7330] lr: 5.133e-05, eta: 4:33:32, time: 0.275, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0385, loss_rpn_bbox: 0.0461, loss_cls: 0.2395, acc: 91.9475, loss_bbox: 0.2816, loss_mask: 0.2713, loss: 0.8770 2024-05-27 16:34:03,557 - mmdet - INFO - Epoch [4][4650/7330] lr: 5.133e-05, eta: 4:33:19, time: 0.270, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0407, loss_rpn_bbox: 0.0476, loss_cls: 0.2424, acc: 91.8420, loss_bbox: 0.2819, loss_mask: 0.2715, loss: 0.8841 2024-05-27 16:34:16,926 - mmdet - INFO - Epoch [4][4700/7330] lr: 5.133e-05, eta: 4:33:06, time: 0.267, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0397, loss_rpn_bbox: 0.0476, loss_cls: 0.2286, acc: 92.2458, loss_bbox: 0.2697, loss_mask: 0.2761, loss: 0.8617 2024-05-27 16:34:30,504 - mmdet - INFO - Epoch [4][4750/7330] lr: 5.133e-05, eta: 4:32:53, time: 0.272, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0427, loss_rpn_bbox: 0.0487, loss_cls: 0.2444, acc: 91.6274, loss_bbox: 0.2907, loss_mask: 0.2694, loss: 0.8959 2024-05-27 16:34:43,922 - mmdet - INFO - Epoch [4][4800/7330] lr: 5.133e-05, eta: 4:32:39, time: 0.268, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0399, loss_rpn_bbox: 0.0487, loss_cls: 0.2351, acc: 91.9639, loss_bbox: 0.2781, loss_mask: 0.2735, loss: 0.8753 2024-05-27 16:34:57,456 - mmdet - INFO - Epoch [4][4850/7330] lr: 5.133e-05, eta: 4:32:26, time: 0.271, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0391, loss_rpn_bbox: 0.0500, loss_cls: 0.2350, acc: 91.8640, loss_bbox: 0.2818, loss_mask: 0.2688, loss: 0.8747 2024-05-27 16:35:11,207 - mmdet - INFO - Epoch [4][4900/7330] lr: 5.133e-05, eta: 4:32:14, time: 0.275, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0416, loss_rpn_bbox: 0.0484, loss_cls: 0.2382, acc: 91.6833, loss_bbox: 0.2880, loss_mask: 0.2749, loss: 0.8911 2024-05-27 16:35:24,828 - mmdet - INFO - Epoch [4][4950/7330] lr: 5.133e-05, eta: 4:32:01, time: 0.272, data_time: 0.017, memory: 4109, loss_rpn_cls: 0.0438, loss_rpn_bbox: 0.0508, loss_cls: 0.2444, acc: 91.6301, loss_bbox: 0.2889, loss_mask: 0.2752, loss: 0.9030 2024-05-27 16:35:38,424 - mmdet - INFO - Epoch [4][5000/7330] lr: 5.133e-05, eta: 4:31:48, time: 0.272, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0387, loss_rpn_bbox: 0.0472, loss_cls: 0.2414, acc: 91.7529, loss_bbox: 0.2865, loss_mask: 0.2718, loss: 0.8856 2024-05-27 16:35:51,862 - mmdet - INFO - Epoch [4][5050/7330] lr: 5.133e-05, eta: 4:31:35, time: 0.269, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0426, loss_rpn_bbox: 0.0486, loss_cls: 0.2470, acc: 91.7913, loss_bbox: 0.2825, loss_mask: 0.2684, loss: 0.8891 2024-05-27 16:36:05,372 - mmdet - INFO - Epoch [4][5100/7330] lr: 5.133e-05, eta: 4:31:22, time: 0.270, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0413, loss_rpn_bbox: 0.0501, loss_cls: 0.2543, acc: 91.2588, loss_bbox: 0.2941, loss_mask: 0.2802, loss: 0.9200 2024-05-27 16:36:18,952 - mmdet - INFO - Epoch [4][5150/7330] lr: 5.133e-05, eta: 4:31:09, time: 0.272, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0372, loss_rpn_bbox: 0.0443, loss_cls: 0.2383, acc: 91.7729, loss_bbox: 0.2804, loss_mask: 0.2655, loss: 0.8657 2024-05-27 16:36:32,474 - mmdet - INFO - Epoch [4][5200/7330] lr: 5.133e-05, eta: 4:30:56, time: 0.270, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0402, loss_rpn_bbox: 0.0471, loss_cls: 0.2500, acc: 91.6509, loss_bbox: 0.2894, loss_mask: 0.2762, loss: 0.9028 2024-05-27 16:36:46,137 - mmdet - INFO - Epoch [4][5250/7330] lr: 5.133e-05, eta: 4:30:43, time: 0.273, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0402, loss_rpn_bbox: 0.0504, loss_cls: 0.2390, acc: 91.6062, loss_bbox: 0.2931, loss_mask: 0.2633, loss: 0.8860 2024-05-27 16:36:59,673 - mmdet - INFO - Epoch [4][5300/7330] lr: 5.133e-05, eta: 4:30:30, time: 0.271, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0405, loss_rpn_bbox: 0.0501, loss_cls: 0.2422, acc: 91.5720, loss_bbox: 0.2900, loss_mask: 0.2668, loss: 0.8895 2024-05-27 16:37:13,280 - mmdet - INFO - Epoch [4][5350/7330] lr: 5.133e-05, eta: 4:30:17, time: 0.272, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0432, loss_rpn_bbox: 0.0503, loss_cls: 0.2544, acc: 91.2856, loss_bbox: 0.3014, loss_mask: 0.2740, loss: 0.9232 2024-05-27 16:37:26,862 - mmdet - INFO - Epoch [4][5400/7330] lr: 5.133e-05, eta: 4:30:04, time: 0.272, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0421, loss_rpn_bbox: 0.0519, loss_cls: 0.2537, acc: 91.3853, loss_bbox: 0.2970, loss_mask: 0.2761, loss: 0.9208 2024-05-27 16:37:40,376 - mmdet - INFO - Epoch [4][5450/7330] lr: 5.133e-05, eta: 4:29:51, time: 0.270, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0412, loss_rpn_bbox: 0.0496, loss_cls: 0.2456, acc: 91.6069, loss_bbox: 0.2840, loss_mask: 0.2724, loss: 0.8928 2024-05-27 16:37:53,900 - mmdet - INFO - Epoch [4][5500/7330] lr: 5.133e-05, eta: 4:29:38, time: 0.270, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0369, loss_rpn_bbox: 0.0476, loss_cls: 0.2282, acc: 92.2256, loss_bbox: 0.2742, loss_mask: 0.2645, loss: 0.8515 2024-05-27 16:38:07,459 - mmdet - INFO - Epoch [4][5550/7330] lr: 5.133e-05, eta: 4:29:25, time: 0.271, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0419, loss_rpn_bbox: 0.0483, loss_cls: 0.2418, acc: 91.6987, loss_bbox: 0.2859, loss_mask: 0.2704, loss: 0.8884 2024-05-27 16:38:21,125 - mmdet - INFO - Epoch [4][5600/7330] lr: 5.133e-05, eta: 4:29:13, time: 0.273, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0436, loss_rpn_bbox: 0.0501, loss_cls: 0.2531, acc: 91.5154, loss_bbox: 0.2923, loss_mask: 0.2735, loss: 0.9127 2024-05-27 16:38:34,693 - mmdet - INFO - Epoch [4][5650/7330] lr: 5.133e-05, eta: 4:29:00, time: 0.271, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0397, loss_rpn_bbox: 0.0461, loss_cls: 0.2333, acc: 92.0249, loss_bbox: 0.2818, loss_mask: 0.2668, loss: 0.8676 2024-05-27 16:38:48,322 - mmdet - INFO - Epoch [4][5700/7330] lr: 5.133e-05, eta: 4:28:47, time: 0.273, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0386, loss_rpn_bbox: 0.0463, loss_cls: 0.2367, acc: 91.7993, loss_bbox: 0.2843, loss_mask: 0.2675, loss: 0.8733 2024-05-27 16:39:01,870 - mmdet - INFO - Epoch [4][5750/7330] lr: 5.133e-05, eta: 4:28:34, time: 0.271, data_time: 0.018, memory: 4109, loss_rpn_cls: 0.0409, loss_rpn_bbox: 0.0490, loss_cls: 0.2459, acc: 91.8054, loss_bbox: 0.2806, loss_mask: 0.2754, loss: 0.8918 2024-05-27 16:39:15,599 - mmdet - INFO - Epoch [4][5800/7330] lr: 5.133e-05, eta: 4:28:21, time: 0.275, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0462, loss_rpn_bbox: 0.0535, loss_cls: 0.2636, acc: 91.1833, loss_bbox: 0.2991, loss_mask: 0.2762, loss: 0.9385 2024-05-27 16:39:29,167 - mmdet - INFO - Epoch [4][5850/7330] lr: 5.133e-05, eta: 4:28:08, time: 0.271, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0438, loss_rpn_bbox: 0.0481, loss_cls: 0.2479, acc: 91.6582, loss_bbox: 0.2868, loss_mask: 0.2732, loss: 0.8998 2024-05-27 16:39:42,753 - mmdet - INFO - Epoch [4][5900/7330] lr: 5.133e-05, eta: 4:27:55, time: 0.272, data_time: 0.018, memory: 4109, loss_rpn_cls: 0.0389, loss_rpn_bbox: 0.0488, loss_cls: 0.2361, acc: 91.9595, loss_bbox: 0.2751, loss_mask: 0.2728, loss: 0.8717 2024-05-27 16:39:56,279 - mmdet - INFO - Epoch [4][5950/7330] lr: 5.133e-05, eta: 4:27:42, time: 0.270, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0386, loss_rpn_bbox: 0.0488, loss_cls: 0.2472, acc: 91.6477, loss_bbox: 0.2870, loss_mask: 0.2701, loss: 0.8916 2024-05-27 16:40:09,727 - mmdet - INFO - Epoch [4][6000/7330] lr: 5.133e-05, eta: 4:27:29, time: 0.269, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0387, loss_rpn_bbox: 0.0484, loss_cls: 0.2374, acc: 92.1006, loss_bbox: 0.2695, loss_mask: 0.2689, loss: 0.8628 2024-05-27 16:40:23,399 - mmdet - INFO - Epoch [4][6050/7330] lr: 5.133e-05, eta: 4:27:16, time: 0.273, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0398, loss_rpn_bbox: 0.0468, loss_cls: 0.2393, acc: 92.0320, loss_bbox: 0.2796, loss_mask: 0.2694, loss: 0.8749 2024-05-27 16:40:37,056 - mmdet - INFO - Epoch [4][6100/7330] lr: 5.133e-05, eta: 4:27:03, time: 0.273, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0421, loss_rpn_bbox: 0.0504, loss_cls: 0.2439, acc: 91.7930, loss_bbox: 0.2851, loss_mask: 0.2769, loss: 0.8985 2024-05-27 16:40:50,739 - mmdet - INFO - Epoch [4][6150/7330] lr: 5.133e-05, eta: 4:26:51, time: 0.274, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0382, loss_rpn_bbox: 0.0475, loss_cls: 0.2419, acc: 91.7073, loss_bbox: 0.2872, loss_mask: 0.2718, loss: 0.8866 2024-05-27 16:41:04,386 - mmdet - INFO - Epoch [4][6200/7330] lr: 5.133e-05, eta: 4:26:38, time: 0.273, data_time: 0.017, memory: 4109, loss_rpn_cls: 0.0403, loss_rpn_bbox: 0.0473, loss_cls: 0.2522, acc: 91.5325, loss_bbox: 0.2887, loss_mask: 0.2753, loss: 0.9039 2024-05-27 16:41:17,946 - mmdet - INFO - Epoch [4][6250/7330] lr: 5.133e-05, eta: 4:26:25, time: 0.271, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0403, loss_rpn_bbox: 0.0506, loss_cls: 0.2433, acc: 91.5090, loss_bbox: 0.2877, loss_mask: 0.2803, loss: 0.9022 2024-05-27 16:41:31,663 - mmdet - INFO - Epoch [4][6300/7330] lr: 5.133e-05, eta: 4:26:12, time: 0.274, data_time: 0.018, memory: 4109, loss_rpn_cls: 0.0451, loss_rpn_bbox: 0.0504, loss_cls: 0.2544, acc: 91.2803, loss_bbox: 0.2973, loss_mask: 0.2746, loss: 0.9217 2024-05-27 16:41:45,259 - mmdet - INFO - Epoch [4][6350/7330] lr: 5.133e-05, eta: 4:25:59, time: 0.272, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0389, loss_rpn_bbox: 0.0461, loss_cls: 0.2356, acc: 91.9443, loss_bbox: 0.2784, loss_mask: 0.2696, loss: 0.8685 2024-05-27 16:41:58,860 - mmdet - INFO - Epoch [4][6400/7330] lr: 5.133e-05, eta: 4:25:46, time: 0.272, data_time: 0.017, memory: 4109, loss_rpn_cls: 0.0411, loss_rpn_bbox: 0.0486, loss_cls: 0.2453, acc: 91.6489, loss_bbox: 0.2832, loss_mask: 0.2684, loss: 0.8866 2024-05-27 16:42:12,501 - mmdet - INFO - Epoch [4][6450/7330] lr: 5.133e-05, eta: 4:25:33, time: 0.273, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0411, loss_rpn_bbox: 0.0498, loss_cls: 0.2484, acc: 91.4880, loss_bbox: 0.2935, loss_mask: 0.2727, loss: 0.9055 2024-05-27 16:42:26,052 - mmdet - INFO - Epoch [4][6500/7330] lr: 5.133e-05, eta: 4:25:20, time: 0.271, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0398, loss_rpn_bbox: 0.0455, loss_cls: 0.2470, acc: 91.6235, loss_bbox: 0.2859, loss_mask: 0.2690, loss: 0.8872 2024-05-27 16:42:39,688 - mmdet - INFO - Epoch [4][6550/7330] lr: 5.133e-05, eta: 4:25:07, time: 0.273, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0411, loss_rpn_bbox: 0.0509, loss_cls: 0.2543, acc: 91.3721, loss_bbox: 0.2974, loss_mask: 0.2722, loss: 0.9159 2024-05-27 16:42:53,286 - mmdet - INFO - Epoch [4][6600/7330] lr: 5.133e-05, eta: 4:24:55, time: 0.272, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0376, loss_rpn_bbox: 0.0480, loss_cls: 0.2284, acc: 92.1589, loss_bbox: 0.2787, loss_mask: 0.2664, loss: 0.8591 2024-05-27 16:43:07,017 - mmdet - INFO - Epoch [4][6650/7330] lr: 5.133e-05, eta: 4:24:42, time: 0.275, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0406, loss_rpn_bbox: 0.0504, loss_cls: 0.2407, acc: 91.6177, loss_bbox: 0.2884, loss_mask: 0.2683, loss: 0.8883 2024-05-27 16:43:20,577 - mmdet - INFO - Epoch [4][6700/7330] lr: 5.133e-05, eta: 4:24:29, time: 0.271, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0370, loss_rpn_bbox: 0.0466, loss_cls: 0.2305, acc: 92.1567, loss_bbox: 0.2757, loss_mask: 0.2668, loss: 0.8567 2024-05-27 16:43:34,306 - mmdet - INFO - Epoch [4][6750/7330] lr: 5.133e-05, eta: 4:24:16, time: 0.274, data_time: 0.013, memory: 4109, loss_rpn_cls: 0.0403, loss_rpn_bbox: 0.0479, loss_cls: 0.2400, acc: 91.7319, loss_bbox: 0.2835, loss_mask: 0.2726, loss: 0.8844 2024-05-27 16:43:48,183 - mmdet - INFO - Epoch [4][6800/7330] lr: 5.133e-05, eta: 4:24:04, time: 0.278, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0404, loss_rpn_bbox: 0.0504, loss_cls: 0.2485, acc: 91.4666, loss_bbox: 0.2920, loss_mask: 0.2714, loss: 0.9027 2024-05-27 16:44:01,996 - mmdet - INFO - Epoch [4][6850/7330] lr: 5.133e-05, eta: 4:23:51, time: 0.276, data_time: 0.017, memory: 4109, loss_rpn_cls: 0.0434, loss_rpn_bbox: 0.0520, loss_cls: 0.2473, acc: 91.6707, loss_bbox: 0.2857, loss_mask: 0.2733, loss: 0.9016 2024-05-27 16:44:15,503 - mmdet - INFO - Epoch [4][6900/7330] lr: 5.133e-05, eta: 4:23:38, time: 0.270, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0420, loss_rpn_bbox: 0.0498, loss_cls: 0.2467, acc: 91.7300, loss_bbox: 0.2812, loss_mask: 0.2719, loss: 0.8917 2024-05-27 16:44:28,987 - mmdet - INFO - Epoch [4][6950/7330] lr: 5.133e-05, eta: 4:23:25, time: 0.270, data_time: 0.017, memory: 4109, loss_rpn_cls: 0.0409, loss_rpn_bbox: 0.0457, loss_cls: 0.2413, acc: 91.8884, loss_bbox: 0.2813, loss_mask: 0.2686, loss: 0.8777 2024-05-27 16:44:42,574 - mmdet - INFO - Epoch [4][7000/7330] lr: 5.133e-05, eta: 4:23:12, time: 0.272, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0366, loss_rpn_bbox: 0.0455, loss_cls: 0.2397, acc: 91.8674, loss_bbox: 0.2772, loss_mask: 0.2694, loss: 0.8684 2024-05-27 16:44:56,278 - mmdet - INFO - Epoch [4][7050/7330] lr: 5.133e-05, eta: 4:22:59, time: 0.274, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0427, loss_rpn_bbox: 0.0495, loss_cls: 0.2429, acc: 91.6179, loss_bbox: 0.2898, loss_mask: 0.2689, loss: 0.8938 2024-05-27 16:45:09,861 - mmdet - INFO - Epoch [4][7100/7330] lr: 5.133e-05, eta: 4:22:46, time: 0.272, data_time: 0.017, memory: 4109, loss_rpn_cls: 0.0408, loss_rpn_bbox: 0.0490, loss_cls: 0.2425, acc: 91.7310, loss_bbox: 0.2859, loss_mask: 0.2772, loss: 0.8954 2024-05-27 16:45:23,376 - mmdet - INFO - Epoch [4][7150/7330] lr: 5.133e-05, eta: 4:22:33, time: 0.270, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0392, loss_rpn_bbox: 0.0503, loss_cls: 0.2389, acc: 91.8232, loss_bbox: 0.2809, loss_mask: 0.2692, loss: 0.8783 2024-05-27 16:45:36,869 - mmdet - INFO - Epoch [4][7200/7330] lr: 5.133e-05, eta: 4:22:20, time: 0.270, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0388, loss_rpn_bbox: 0.0480, loss_cls: 0.2318, acc: 92.0496, loss_bbox: 0.2767, loss_mask: 0.2699, loss: 0.8651 2024-05-27 16:45:50,373 - mmdet - INFO - Epoch [4][7250/7330] lr: 5.133e-05, eta: 4:22:07, time: 0.270, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0372, loss_rpn_bbox: 0.0499, loss_cls: 0.2399, acc: 91.6970, loss_bbox: 0.2854, loss_mask: 0.2735, loss: 0.8859 2024-05-27 16:46:03,866 - mmdet - INFO - Epoch [4][7300/7330] lr: 5.133e-05, eta: 4:21:53, time: 0.270, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0427, loss_rpn_bbox: 0.0521, loss_cls: 0.2435, acc: 91.5906, loss_bbox: 0.2892, loss_mask: 0.2718, loss: 0.8994 2024-05-27 16:46:12,723 - mmdet - INFO - Saving checkpoint at 4 epochs 2024-05-27 16:47:04,873 - mmdet - INFO - Evaluating bbox... 2024-05-27 16:47:31,232 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.353 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.604 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.370 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.188 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.388 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.494 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.486 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.486 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.486 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.277 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.532 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.651 2024-05-27 16:47:31,232 - mmdet - INFO - Evaluating segm... 2024-05-27 16:48:04,118 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.339 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.566 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.351 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.133 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.371 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.543 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.461 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.461 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.461 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.234 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 ] = 0.659 2024-05-27 16:48:04,611 - mmdet - INFO - Exp name: mask_rcnn_deit_vit_b_fpn_1x_coco_bs16.py 2024-05-27 16:48:04,611 - mmdet - INFO - Epoch(val) [4][625] bbox_mAP: 0.3530, bbox_mAP_50: 0.6040, bbox_mAP_75: 0.3700, bbox_mAP_s: 0.1880, bbox_mAP_m: 0.3880, bbox_mAP_l: 0.4940, bbox_mAP_copypaste: 0.353 0.604 0.370 0.188 0.388 0.494, segm_mAP: 0.3390, segm_mAP_50: 0.5660, segm_mAP_75: 0.3510, segm_mAP_s: 0.1330, segm_mAP_m: 0.3710, segm_mAP_l: 0.5430, segm_mAP_copypaste: 0.339 0.566 0.351 0.133 0.371 0.543 2024-05-27 16:48:22,226 - mmdet - INFO - Epoch [5][50/7330] lr: 5.133e-05, eta: 4:21:24, time: 0.352, data_time: 0.082, memory: 4109, loss_rpn_cls: 0.0366, loss_rpn_bbox: 0.0470, loss_cls: 0.2329, acc: 91.9392, loss_bbox: 0.2805, loss_mask: 0.2704, loss: 0.8673 2024-05-27 16:48:35,498 - mmdet - INFO - Epoch [5][100/7330] lr: 5.133e-05, eta: 4:21:11, time: 0.265, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0344, loss_rpn_bbox: 0.0436, loss_cls: 0.2143, acc: 92.4944, loss_bbox: 0.2651, loss_mask: 0.2612, loss: 0.8187 2024-05-27 16:48:48,859 - mmdet - INFO - Epoch [5][150/7330] lr: 5.133e-05, eta: 4:20:57, time: 0.267, data_time: 0.017, memory: 4109, loss_rpn_cls: 0.0364, loss_rpn_bbox: 0.0496, loss_cls: 0.2277, acc: 92.0725, loss_bbox: 0.2813, loss_mask: 0.2666, loss: 0.8616 2024-05-27 16:49:02,375 - mmdet - INFO - Epoch [5][200/7330] lr: 5.133e-05, eta: 4:20:44, time: 0.270, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0382, loss_rpn_bbox: 0.0490, loss_cls: 0.2326, acc: 91.7305, loss_bbox: 0.2850, loss_mask: 0.2716, loss: 0.8764 2024-05-27 16:49:15,946 - mmdet - INFO - Epoch [5][250/7330] lr: 5.133e-05, eta: 4:20:31, time: 0.271, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0376, loss_rpn_bbox: 0.0482, loss_cls: 0.2373, acc: 91.6360, loss_bbox: 0.2921, loss_mask: 0.2700, loss: 0.8851 2024-05-27 16:49:29,442 - mmdet - INFO - Epoch [5][300/7330] lr: 5.133e-05, eta: 4:20:18, time: 0.270, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0370, loss_rpn_bbox: 0.0465, loss_cls: 0.2332, acc: 91.8401, loss_bbox: 0.2845, loss_mask: 0.2636, loss: 0.8648 2024-05-27 16:49:42,904 - mmdet - INFO - Epoch [5][350/7330] lr: 5.133e-05, eta: 4:20:05, time: 0.269, data_time: 0.017, memory: 4109, loss_rpn_cls: 0.0366, loss_rpn_bbox: 0.0463, loss_cls: 0.2327, acc: 92.0227, loss_bbox: 0.2730, loss_mask: 0.2638, loss: 0.8525 2024-05-27 16:49:56,318 - mmdet - INFO - Epoch [5][400/7330] lr: 5.133e-05, eta: 4:19:51, time: 0.268, data_time: 0.013, memory: 4109, loss_rpn_cls: 0.0353, loss_rpn_bbox: 0.0459, loss_cls: 0.2236, acc: 92.2285, loss_bbox: 0.2732, loss_mask: 0.2626, loss: 0.8406 2024-05-27 16:50:10,037 - mmdet - INFO - Epoch [5][450/7330] lr: 5.133e-05, eta: 4:19:39, time: 0.274, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0414, loss_rpn_bbox: 0.0500, loss_cls: 0.2465, acc: 91.5454, loss_bbox: 0.2916, loss_mask: 0.2740, loss: 0.9035 2024-05-27 16:50:23,730 - mmdet - INFO - Epoch [5][500/7330] lr: 5.133e-05, eta: 4:19:26, time: 0.274, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0354, loss_rpn_bbox: 0.0454, loss_cls: 0.2296, acc: 91.8662, loss_bbox: 0.2818, loss_mask: 0.2579, loss: 0.8501 2024-05-27 16:50:37,317 - mmdet - INFO - Epoch [5][550/7330] lr: 5.133e-05, eta: 4:19:13, time: 0.272, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0353, loss_rpn_bbox: 0.0468, loss_cls: 0.2230, acc: 92.2512, loss_bbox: 0.2758, loss_mask: 0.2592, loss: 0.8400 2024-05-27 16:50:50,920 - mmdet - INFO - Epoch [5][600/7330] lr: 5.133e-05, eta: 4:19:00, time: 0.272, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0356, loss_rpn_bbox: 0.0468, loss_cls: 0.2279, acc: 92.0334, loss_bbox: 0.2777, loss_mask: 0.2648, loss: 0.8529 2024-05-27 16:51:04,581 - mmdet - INFO - Epoch [5][650/7330] lr: 5.133e-05, eta: 4:18:47, time: 0.273, data_time: 0.013, memory: 4109, loss_rpn_cls: 0.0372, loss_rpn_bbox: 0.0481, loss_cls: 0.2422, acc: 91.6587, loss_bbox: 0.2864, loss_mask: 0.2601, loss: 0.8741 2024-05-27 16:51:18,218 - mmdet - INFO - Epoch [5][700/7330] lr: 5.133e-05, eta: 4:18:34, time: 0.273, data_time: 0.021, memory: 4109, loss_rpn_cls: 0.0354, loss_rpn_bbox: 0.0504, loss_cls: 0.2389, acc: 91.7195, loss_bbox: 0.2864, loss_mask: 0.2697, loss: 0.8808 2024-05-27 16:51:31,851 - mmdet - INFO - Epoch [5][750/7330] lr: 5.133e-05, eta: 4:18:21, time: 0.273, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0428, loss_rpn_bbox: 0.0534, loss_cls: 0.2419, acc: 91.5540, loss_bbox: 0.2936, loss_mask: 0.2692, loss: 0.9009 2024-05-27 16:51:45,575 - mmdet - INFO - Epoch [5][800/7330] lr: 5.133e-05, eta: 4:18:09, time: 0.274, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0366, loss_rpn_bbox: 0.0478, loss_cls: 0.2277, acc: 92.0061, loss_bbox: 0.2804, loss_mask: 0.2650, loss: 0.8576 2024-05-27 16:51:59,135 - mmdet - INFO - Epoch [5][850/7330] lr: 5.133e-05, eta: 4:17:55, time: 0.271, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0356, loss_rpn_bbox: 0.0455, loss_cls: 0.2238, acc: 92.3000, loss_bbox: 0.2708, loss_mask: 0.2645, loss: 0.8403 2024-05-27 16:52:12,703 - mmdet - INFO - Epoch [5][900/7330] lr: 5.133e-05, eta: 4:17:42, time: 0.271, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0375, loss_rpn_bbox: 0.0478, loss_cls: 0.2254, acc: 92.1123, loss_bbox: 0.2750, loss_mask: 0.2635, loss: 0.8492 2024-05-27 16:52:26,441 - mmdet - INFO - Epoch [5][950/7330] lr: 5.133e-05, eta: 4:17:30, time: 0.275, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0374, loss_rpn_bbox: 0.0486, loss_cls: 0.2379, acc: 91.7966, loss_bbox: 0.2856, loss_mask: 0.2695, loss: 0.8790 2024-05-27 16:52:39,996 - mmdet - INFO - Epoch [5][1000/7330] lr: 5.133e-05, eta: 4:17:17, time: 0.271, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0359, loss_rpn_bbox: 0.0460, loss_cls: 0.2246, acc: 92.2417, loss_bbox: 0.2692, loss_mask: 0.2641, loss: 0.8398 2024-05-27 16:52:53,614 - mmdet - INFO - Epoch [5][1050/7330] lr: 5.133e-05, eta: 4:17:04, time: 0.272, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0455, loss_cls: 0.2256, acc: 92.0349, loss_bbox: 0.2791, loss_mask: 0.2639, loss: 0.8479 2024-05-27 16:53:07,266 - mmdet - INFO - Epoch [5][1100/7330] lr: 5.133e-05, eta: 4:16:51, time: 0.273, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0392, loss_rpn_bbox: 0.0496, loss_cls: 0.2337, acc: 91.8875, loss_bbox: 0.2842, loss_mask: 0.2634, loss: 0.8701 2024-05-27 16:53:20,910 - mmdet - INFO - Epoch [5][1150/7330] lr: 5.133e-05, eta: 4:16:38, time: 0.273, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0352, loss_rpn_bbox: 0.0483, loss_cls: 0.2321, acc: 91.9929, loss_bbox: 0.2841, loss_mask: 0.2647, loss: 0.8643 2024-05-27 16:53:34,650 - mmdet - INFO - Epoch [5][1200/7330] lr: 5.133e-05, eta: 4:16:25, time: 0.275, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0394, loss_rpn_bbox: 0.0495, loss_cls: 0.2315, acc: 91.9800, loss_bbox: 0.2858, loss_mask: 0.2638, loss: 0.8700 2024-05-27 16:53:48,472 - mmdet - INFO - Epoch [5][1250/7330] lr: 5.133e-05, eta: 4:16:13, time: 0.276, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0358, loss_rpn_bbox: 0.0452, loss_cls: 0.2282, acc: 92.1228, loss_bbox: 0.2719, loss_mask: 0.2615, loss: 0.8427 2024-05-27 16:54:02,220 - mmdet - INFO - Epoch [5][1300/7330] lr: 5.133e-05, eta: 4:16:00, time: 0.275, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0435, loss_rpn_bbox: 0.0501, loss_cls: 0.2410, acc: 91.8960, loss_bbox: 0.2838, loss_mask: 0.2757, loss: 0.8941 2024-05-27 16:54:15,754 - mmdet - INFO - Epoch [5][1350/7330] lr: 5.133e-05, eta: 4:15:47, time: 0.271, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0368, loss_rpn_bbox: 0.0459, loss_cls: 0.2305, acc: 92.0044, loss_bbox: 0.2828, loss_mask: 0.2641, loss: 0.8601 2024-05-27 16:54:29,369 - mmdet - INFO - Epoch [5][1400/7330] lr: 5.133e-05, eta: 4:15:34, time: 0.272, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0448, loss_cls: 0.2251, acc: 92.2751, loss_bbox: 0.2671, loss_mask: 0.2572, loss: 0.8274 2024-05-27 16:54:43,088 - mmdet - INFO - Epoch [5][1450/7330] lr: 5.133e-05, eta: 4:15:21, time: 0.274, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0385, loss_rpn_bbox: 0.0481, loss_cls: 0.2341, acc: 91.7917, loss_bbox: 0.2817, loss_mask: 0.2696, loss: 0.8721 2024-05-27 16:54:56,874 - mmdet - INFO - Epoch [5][1500/7330] lr: 5.133e-05, eta: 4:15:08, time: 0.276, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0370, loss_rpn_bbox: 0.0494, loss_cls: 0.2342, acc: 91.6621, loss_bbox: 0.2855, loss_mask: 0.2607, loss: 0.8669 2024-05-27 16:55:10,559 - mmdet - INFO - Epoch [5][1550/7330] lr: 5.133e-05, eta: 4:14:55, time: 0.274, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0363, loss_rpn_bbox: 0.0471, loss_cls: 0.2315, acc: 92.0127, loss_bbox: 0.2811, loss_mask: 0.2680, loss: 0.8640 2024-05-27 16:55:24,157 - mmdet - INFO - Epoch [5][1600/7330] lr: 5.133e-05, eta: 4:14:42, time: 0.272, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0390, loss_rpn_bbox: 0.0478, loss_cls: 0.2250, acc: 92.2095, loss_bbox: 0.2761, loss_mask: 0.2697, loss: 0.8576 2024-05-27 16:55:37,737 - mmdet - INFO - Epoch [5][1650/7330] lr: 5.133e-05, eta: 4:14:29, time: 0.272, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0382, loss_rpn_bbox: 0.0480, loss_cls: 0.2310, acc: 91.8943, loss_bbox: 0.2777, loss_mask: 0.2693, loss: 0.8642 2024-05-27 16:55:51,341 - mmdet - INFO - Epoch [5][1700/7330] lr: 5.133e-05, eta: 4:14:16, time: 0.272, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0418, loss_rpn_bbox: 0.0505, loss_cls: 0.2318, acc: 91.9158, loss_bbox: 0.2801, loss_mask: 0.2670, loss: 0.8711 2024-05-27 16:56:04,871 - mmdet - INFO - Epoch [5][1750/7330] lr: 5.133e-05, eta: 4:14:03, time: 0.271, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0429, loss_cls: 0.2218, acc: 92.2068, loss_bbox: 0.2688, loss_mask: 0.2618, loss: 0.8281 2024-05-27 16:56:18,550 - mmdet - INFO - Epoch [5][1800/7330] lr: 5.133e-05, eta: 4:13:50, time: 0.274, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0366, loss_rpn_bbox: 0.0445, loss_cls: 0.2301, acc: 92.0076, loss_bbox: 0.2763, loss_mask: 0.2654, loss: 0.8530 2024-05-27 16:56:32,295 - mmdet - INFO - Epoch [5][1850/7330] lr: 5.133e-05, eta: 4:13:37, time: 0.275, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0408, loss_rpn_bbox: 0.0496, loss_cls: 0.2401, acc: 91.7307, loss_bbox: 0.2862, loss_mask: 0.2734, loss: 0.8901 2024-05-27 16:56:45,877 - mmdet - INFO - Epoch [5][1900/7330] lr: 5.133e-05, eta: 4:13:24, time: 0.272, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0372, loss_rpn_bbox: 0.0477, loss_cls: 0.2231, acc: 92.1580, loss_bbox: 0.2696, loss_mask: 0.2566, loss: 0.8342 2024-05-27 16:56:59,446 - mmdet - INFO - Epoch [5][1950/7330] lr: 5.133e-05, eta: 4:13:11, time: 0.271, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0429, loss_cls: 0.2324, acc: 92.1018, loss_bbox: 0.2678, loss_mask: 0.2548, loss: 0.8314 2024-05-27 16:57:12,989 - mmdet - INFO - Epoch [5][2000/7330] lr: 5.133e-05, eta: 4:12:58, time: 0.271, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0369, loss_rpn_bbox: 0.0476, loss_cls: 0.2329, acc: 91.8643, loss_bbox: 0.2790, loss_mask: 0.2634, loss: 0.8598 2024-05-27 16:57:26,545 - mmdet - INFO - Epoch [5][2050/7330] lr: 5.133e-05, eta: 4:12:45, time: 0.271, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0393, loss_rpn_bbox: 0.0492, loss_cls: 0.2389, acc: 91.8982, loss_bbox: 0.2818, loss_mask: 0.2670, loss: 0.8763 2024-05-27 16:57:40,035 - mmdet - INFO - Epoch [5][2100/7330] lr: 5.133e-05, eta: 4:12:32, time: 0.270, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0398, loss_rpn_bbox: 0.0473, loss_cls: 0.2286, acc: 92.1238, loss_bbox: 0.2717, loss_mask: 0.2667, loss: 0.8541 2024-05-27 16:57:53,628 - mmdet - INFO - Epoch [5][2150/7330] lr: 5.133e-05, eta: 4:12:19, time: 0.272, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0400, loss_rpn_bbox: 0.0487, loss_cls: 0.2427, acc: 91.7007, loss_bbox: 0.2826, loss_mask: 0.2729, loss: 0.8869 2024-05-27 16:58:07,243 - mmdet - INFO - Epoch [5][2200/7330] lr: 5.133e-05, eta: 4:12:06, time: 0.272, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0391, loss_rpn_bbox: 0.0492, loss_cls: 0.2336, acc: 91.8867, loss_bbox: 0.2800, loss_mask: 0.2610, loss: 0.8629 2024-05-27 16:58:20,826 - mmdet - INFO - Epoch [5][2250/7330] lr: 5.133e-05, eta: 4:11:53, time: 0.272, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0358, loss_rpn_bbox: 0.0467, loss_cls: 0.2242, acc: 91.9487, loss_bbox: 0.2763, loss_mask: 0.2635, loss: 0.8465 2024-05-27 16:58:34,381 - mmdet - INFO - Epoch [5][2300/7330] lr: 5.133e-05, eta: 4:11:40, time: 0.271, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0373, loss_rpn_bbox: 0.0493, loss_cls: 0.2267, acc: 92.1394, loss_bbox: 0.2782, loss_mask: 0.2655, loss: 0.8572 2024-05-27 16:58:48,170 - mmdet - INFO - Epoch [5][2350/7330] lr: 5.133e-05, eta: 4:11:27, time: 0.276, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0383, loss_rpn_bbox: 0.0509, loss_cls: 0.2454, acc: 91.4949, loss_bbox: 0.2929, loss_mask: 0.2709, loss: 0.8984 2024-05-27 16:59:01,919 - mmdet - INFO - Epoch [5][2400/7330] lr: 5.133e-05, eta: 4:11:14, time: 0.275, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0372, loss_rpn_bbox: 0.0480, loss_cls: 0.2430, acc: 91.6624, loss_bbox: 0.2904, loss_mask: 0.2731, loss: 0.8917 2024-05-27 16:59:15,478 - mmdet - INFO - Epoch [5][2450/7330] lr: 5.133e-05, eta: 4:11:01, time: 0.271, data_time: 0.018, memory: 4109, loss_rpn_cls: 0.0376, loss_rpn_bbox: 0.0478, loss_cls: 0.2350, acc: 91.8184, loss_bbox: 0.2824, loss_mask: 0.2601, loss: 0.8630 2024-05-27 16:59:28,913 - mmdet - INFO - Epoch [5][2500/7330] lr: 5.133e-05, eta: 4:10:48, time: 0.269, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0349, loss_rpn_bbox: 0.0456, loss_cls: 0.2224, acc: 92.1729, loss_bbox: 0.2687, loss_mask: 0.2571, loss: 0.8287 2024-05-27 16:59:42,621 - mmdet - INFO - Epoch [5][2550/7330] lr: 5.133e-05, eta: 4:10:35, time: 0.274, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0378, loss_rpn_bbox: 0.0504, loss_cls: 0.2331, acc: 91.7639, loss_bbox: 0.2845, loss_mask: 0.2590, loss: 0.8648 2024-05-27 16:59:56,237 - mmdet - INFO - Epoch [5][2600/7330] lr: 5.133e-05, eta: 4:10:22, time: 0.272, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0375, loss_rpn_bbox: 0.0456, loss_cls: 0.2300, acc: 92.0918, loss_bbox: 0.2760, loss_mask: 0.2605, loss: 0.8496 2024-05-27 17:00:09,669 - mmdet - INFO - Epoch [5][2650/7330] lr: 5.133e-05, eta: 4:10:08, time: 0.269, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0374, loss_rpn_bbox: 0.0459, loss_cls: 0.2188, acc: 92.3953, loss_bbox: 0.2645, loss_mask: 0.2632, loss: 0.8298 2024-05-27 17:00:23,354 - mmdet - INFO - Epoch [5][2700/7330] lr: 5.133e-05, eta: 4:09:55, time: 0.274, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0366, loss_rpn_bbox: 0.0487, loss_cls: 0.2384, acc: 91.7224, loss_bbox: 0.2867, loss_mask: 0.2653, loss: 0.8757 2024-05-27 17:00:36,981 - mmdet - INFO - Epoch [5][2750/7330] lr: 5.133e-05, eta: 4:09:42, time: 0.273, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0398, loss_rpn_bbox: 0.0496, loss_cls: 0.2320, acc: 92.0015, loss_bbox: 0.2792, loss_mask: 0.2621, loss: 0.8626 2024-05-27 17:00:50,591 - mmdet - INFO - Epoch [5][2800/7330] lr: 5.133e-05, eta: 4:09:29, time: 0.272, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0396, loss_rpn_bbox: 0.0508, loss_cls: 0.2392, acc: 91.6995, loss_bbox: 0.2868, loss_mask: 0.2697, loss: 0.8861 2024-05-27 17:01:04,035 - mmdet - INFO - Epoch [5][2850/7330] lr: 5.133e-05, eta: 4:09:16, time: 0.269, data_time: 0.017, memory: 4109, loss_rpn_cls: 0.0353, loss_rpn_bbox: 0.0471, loss_cls: 0.2248, acc: 92.1846, loss_bbox: 0.2724, loss_mask: 0.2662, loss: 0.8457 2024-05-27 17:01:17,641 - mmdet - INFO - Epoch [5][2900/7330] lr: 5.133e-05, eta: 4:09:03, time: 0.272, data_time: 0.018, memory: 4109, loss_rpn_cls: 0.0387, loss_rpn_bbox: 0.0490, loss_cls: 0.2342, acc: 91.9844, loss_bbox: 0.2776, loss_mask: 0.2603, loss: 0.8598 2024-05-27 17:01:31,097 - mmdet - INFO - Epoch [5][2950/7330] lr: 5.133e-05, eta: 4:08:50, time: 0.269, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0342, loss_rpn_bbox: 0.0439, loss_cls: 0.2228, acc: 92.2852, loss_bbox: 0.2656, loss_mask: 0.2578, loss: 0.8243 2024-05-27 17:01:44,751 - mmdet - INFO - Epoch [5][3000/7330] lr: 5.133e-05, eta: 4:08:37, time: 0.273, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0396, loss_rpn_bbox: 0.0494, loss_cls: 0.2361, acc: 91.8823, loss_bbox: 0.2810, loss_mask: 0.2694, loss: 0.8755 2024-05-27 17:01:58,329 - mmdet - INFO - Epoch [5][3050/7330] lr: 5.133e-05, eta: 4:08:24, time: 0.272, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0385, loss_rpn_bbox: 0.0482, loss_cls: 0.2354, acc: 91.8691, loss_bbox: 0.2797, loss_mask: 0.2595, loss: 0.8612 2024-05-27 17:02:12,133 - mmdet - INFO - Epoch [5][3100/7330] lr: 5.133e-05, eta: 4:08:11, time: 0.276, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0405, loss_rpn_bbox: 0.0505, loss_cls: 0.2469, acc: 91.3591, loss_bbox: 0.2956, loss_mask: 0.2714, loss: 0.9049 2024-05-27 17:02:25,813 - mmdet - INFO - Epoch [5][3150/7330] lr: 5.133e-05, eta: 4:07:58, time: 0.274, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0367, loss_rpn_bbox: 0.0476, loss_cls: 0.2327, acc: 91.9751, loss_bbox: 0.2816, loss_mask: 0.2585, loss: 0.8571 2024-05-27 17:02:39,439 - mmdet - INFO - Epoch [5][3200/7330] lr: 5.133e-05, eta: 4:07:45, time: 0.272, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0389, loss_rpn_bbox: 0.0500, loss_cls: 0.2423, acc: 91.7112, loss_bbox: 0.2839, loss_mask: 0.2670, loss: 0.8822 2024-05-27 17:02:52,926 - mmdet - INFO - Epoch [5][3250/7330] lr: 5.133e-05, eta: 4:07:32, time: 0.270, data_time: 0.017, memory: 4109, loss_rpn_cls: 0.0359, loss_rpn_bbox: 0.0439, loss_cls: 0.2145, acc: 92.5386, loss_bbox: 0.2630, loss_mask: 0.2592, loss: 0.8165 2024-05-27 17:03:06,509 - mmdet - INFO - Epoch [5][3300/7330] lr: 5.133e-05, eta: 4:07:18, time: 0.272, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.0447, loss_cls: 0.2311, acc: 92.1382, loss_bbox: 0.2696, loss_mask: 0.2608, loss: 0.8407 2024-05-27 17:03:19,949 - mmdet - INFO - Epoch [5][3350/7330] lr: 5.133e-05, eta: 4:07:05, time: 0.269, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0346, loss_rpn_bbox: 0.0444, loss_cls: 0.2266, acc: 92.1689, loss_bbox: 0.2714, loss_mask: 0.2610, loss: 0.8379 2024-05-27 17:03:33,590 - mmdet - INFO - Epoch [5][3400/7330] lr: 5.133e-05, eta: 4:06:52, time: 0.273, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0390, loss_rpn_bbox: 0.0513, loss_cls: 0.2381, acc: 91.6877, loss_bbox: 0.2860, loss_mask: 0.2567, loss: 0.8712 2024-05-27 17:03:47,150 - mmdet - INFO - Epoch [5][3450/7330] lr: 5.133e-05, eta: 4:06:39, time: 0.271, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0359, loss_rpn_bbox: 0.0464, loss_cls: 0.2254, acc: 92.1089, loss_bbox: 0.2730, loss_mask: 0.2658, loss: 0.8465 2024-05-27 17:04:00,969 - mmdet - INFO - Epoch [5][3500/7330] lr: 5.133e-05, eta: 4:06:26, time: 0.276, data_time: 0.018, memory: 4109, loss_rpn_cls: 0.0410, loss_rpn_bbox: 0.0534, loss_cls: 0.2418, acc: 91.5051, loss_bbox: 0.2956, loss_mask: 0.2691, loss: 0.9009 2024-05-27 17:04:14,567 - mmdet - INFO - Epoch [5][3550/7330] lr: 5.133e-05, eta: 4:06:13, time: 0.272, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0374, loss_rpn_bbox: 0.0466, loss_cls: 0.2296, acc: 91.9077, loss_bbox: 0.2836, loss_mask: 0.2650, loss: 0.8623 2024-05-27 17:04:28,362 - mmdet - INFO - Epoch [5][3600/7330] lr: 5.133e-05, eta: 4:06:00, time: 0.276, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0383, loss_rpn_bbox: 0.0493, loss_cls: 0.2378, acc: 91.8320, loss_bbox: 0.2844, loss_mask: 0.2627, loss: 0.8725 2024-05-27 17:04:42,150 - mmdet - INFO - Epoch [5][3650/7330] lr: 5.133e-05, eta: 4:05:48, time: 0.276, data_time: 0.017, memory: 4109, loss_rpn_cls: 0.0422, loss_rpn_bbox: 0.0515, loss_cls: 0.2511, acc: 91.4956, loss_bbox: 0.2948, loss_mask: 0.2763, loss: 0.9159 2024-05-27 17:04:55,723 - mmdet - INFO - Epoch [5][3700/7330] lr: 5.133e-05, eta: 4:05:34, time: 0.271, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0342, loss_rpn_bbox: 0.0475, loss_cls: 0.2211, acc: 92.2961, loss_bbox: 0.2700, loss_mask: 0.2579, loss: 0.8307 2024-05-27 17:05:09,414 - mmdet - INFO - Epoch [5][3750/7330] lr: 5.133e-05, eta: 4:05:22, time: 0.274, data_time: 0.017, memory: 4109, loss_rpn_cls: 0.0393, loss_rpn_bbox: 0.0479, loss_cls: 0.2385, acc: 91.7070, loss_bbox: 0.2809, loss_mask: 0.2670, loss: 0.8736 2024-05-27 17:05:22,953 - mmdet - INFO - Epoch [5][3800/7330] lr: 5.133e-05, eta: 4:05:08, time: 0.271, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0430, loss_rpn_bbox: 0.0507, loss_cls: 0.2331, acc: 91.9333, loss_bbox: 0.2787, loss_mask: 0.2662, loss: 0.8716 2024-05-27 17:05:36,514 - mmdet - INFO - Epoch [5][3850/7330] lr: 5.133e-05, eta: 4:04:55, time: 0.271, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0378, loss_rpn_bbox: 0.0474, loss_cls: 0.2336, acc: 91.8962, loss_bbox: 0.2763, loss_mask: 0.2602, loss: 0.8552 2024-05-27 17:05:50,097 - mmdet - INFO - Epoch [5][3900/7330] lr: 5.133e-05, eta: 4:04:42, time: 0.272, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0389, loss_rpn_bbox: 0.0470, loss_cls: 0.2322, acc: 92.1311, loss_bbox: 0.2756, loss_mask: 0.2709, loss: 0.8645 2024-05-27 17:06:03,600 - mmdet - INFO - Epoch [5][3950/7330] lr: 5.133e-05, eta: 4:04:29, time: 0.270, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0379, loss_rpn_bbox: 0.0471, loss_cls: 0.2221, acc: 92.3774, loss_bbox: 0.2735, loss_mask: 0.2626, loss: 0.8432 2024-05-27 17:06:17,189 - mmdet - INFO - Epoch [5][4000/7330] lr: 5.133e-05, eta: 4:04:16, time: 0.272, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0396, loss_rpn_bbox: 0.0475, loss_cls: 0.2328, acc: 92.0251, loss_bbox: 0.2792, loss_mask: 0.2645, loss: 0.8636 2024-05-27 17:06:30,881 - mmdet - INFO - Epoch [5][4050/7330] lr: 5.133e-05, eta: 4:04:03, time: 0.274, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0392, loss_rpn_bbox: 0.0477, loss_cls: 0.2427, acc: 91.7324, loss_bbox: 0.2882, loss_mask: 0.2746, loss: 0.8924 2024-05-27 17:06:44,337 - mmdet - INFO - Epoch [5][4100/7330] lr: 5.133e-05, eta: 4:03:49, time: 0.269, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0385, loss_rpn_bbox: 0.0460, loss_cls: 0.2267, acc: 92.0840, loss_bbox: 0.2786, loss_mask: 0.2646, loss: 0.8544 2024-05-27 17:06:58,036 - mmdet - INFO - Epoch [5][4150/7330] lr: 5.133e-05, eta: 4:03:36, time: 0.274, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0369, loss_rpn_bbox: 0.0473, loss_cls: 0.2297, acc: 92.0403, loss_bbox: 0.2818, loss_mask: 0.2561, loss: 0.8519 2024-05-27 17:07:11,593 - mmdet - INFO - Epoch [5][4200/7330] lr: 5.133e-05, eta: 4:03:23, time: 0.271, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0374, loss_rpn_bbox: 0.0486, loss_cls: 0.2313, acc: 91.9722, loss_bbox: 0.2713, loss_mask: 0.2623, loss: 0.8509 2024-05-27 17:07:25,166 - mmdet - INFO - Epoch [5][4250/7330] lr: 5.133e-05, eta: 4:03:10, time: 0.271, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0386, loss_rpn_bbox: 0.0482, loss_cls: 0.2355, acc: 91.9531, loss_bbox: 0.2729, loss_mask: 0.2641, loss: 0.8593 2024-05-27 17:07:38,778 - mmdet - INFO - Epoch [5][4300/7330] lr: 5.133e-05, eta: 4:02:57, time: 0.272, data_time: 0.013, memory: 4109, loss_rpn_cls: 0.0358, loss_rpn_bbox: 0.0447, loss_cls: 0.2268, acc: 92.2344, loss_bbox: 0.2692, loss_mask: 0.2653, loss: 0.8418 2024-05-27 17:07:52,329 - mmdet - INFO - Epoch [5][4350/7330] lr: 5.133e-05, eta: 4:02:44, time: 0.271, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0360, loss_rpn_bbox: 0.0477, loss_cls: 0.2252, acc: 92.1267, loss_bbox: 0.2757, loss_mask: 0.2676, loss: 0.8523 2024-05-27 17:08:05,960 - mmdet - INFO - Epoch [5][4400/7330] lr: 5.133e-05, eta: 4:02:31, time: 0.273, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0359, loss_rpn_bbox: 0.0488, loss_cls: 0.2310, acc: 91.8242, loss_bbox: 0.2823, loss_mask: 0.2587, loss: 0.8567 2024-05-27 17:08:19,613 - mmdet - INFO - Epoch [5][4450/7330] lr: 5.133e-05, eta: 4:02:18, time: 0.273, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0361, loss_rpn_bbox: 0.0477, loss_cls: 0.2338, acc: 91.9019, loss_bbox: 0.2818, loss_mask: 0.2616, loss: 0.8610 2024-05-27 17:08:33,259 - mmdet - INFO - Epoch [5][4500/7330] lr: 5.133e-05, eta: 4:02:05, time: 0.273, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0378, loss_rpn_bbox: 0.0457, loss_cls: 0.2298, acc: 92.0115, loss_bbox: 0.2789, loss_mask: 0.2603, loss: 0.8525 2024-05-27 17:08:46,823 - mmdet - INFO - Epoch [5][4550/7330] lr: 5.133e-05, eta: 4:01:51, time: 0.271, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0366, loss_rpn_bbox: 0.0472, loss_cls: 0.2253, acc: 92.1350, loss_bbox: 0.2729, loss_mask: 0.2569, loss: 0.8390 2024-05-27 17:09:00,448 - mmdet - INFO - Epoch [5][4600/7330] lr: 5.133e-05, eta: 4:01:38, time: 0.272, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0353, loss_rpn_bbox: 0.0462, loss_cls: 0.2266, acc: 92.1665, loss_bbox: 0.2707, loss_mask: 0.2556, loss: 0.8344 2024-05-27 17:09:14,302 - mmdet - INFO - Epoch [5][4650/7330] lr: 5.133e-05, eta: 4:01:26, time: 0.277, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0418, loss_rpn_bbox: 0.0512, loss_cls: 0.2483, acc: 91.3706, loss_bbox: 0.2993, loss_mask: 0.2718, loss: 0.9124 2024-05-27 17:09:28,027 - mmdet - INFO - Epoch [5][4700/7330] lr: 5.133e-05, eta: 4:01:13, time: 0.274, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0375, loss_rpn_bbox: 0.0479, loss_cls: 0.2386, acc: 91.7598, loss_bbox: 0.2889, loss_mask: 0.2691, loss: 0.8819 2024-05-27 17:09:41,746 - mmdet - INFO - Epoch [5][4750/7330] lr: 5.133e-05, eta: 4:01:00, time: 0.274, data_time: 0.013, memory: 4109, loss_rpn_cls: 0.0378, loss_rpn_bbox: 0.0499, loss_cls: 0.2281, acc: 91.9543, loss_bbox: 0.2757, loss_mask: 0.2636, loss: 0.8551 2024-05-27 17:09:55,414 - mmdet - INFO - Epoch [5][4800/7330] lr: 5.133e-05, eta: 4:00:47, time: 0.273, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0385, loss_rpn_bbox: 0.0496, loss_cls: 0.2466, acc: 91.6892, loss_bbox: 0.2875, loss_mask: 0.2684, loss: 0.8905 2024-05-27 17:10:08,947 - mmdet - INFO - Epoch [5][4850/7330] lr: 5.133e-05, eta: 4:00:34, time: 0.271, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0380, loss_rpn_bbox: 0.0460, loss_cls: 0.2303, acc: 92.1631, loss_bbox: 0.2679, loss_mask: 0.2600, loss: 0.8422 2024-05-27 17:10:22,624 - mmdet - INFO - Epoch [5][4900/7330] lr: 5.133e-05, eta: 4:00:21, time: 0.274, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0449, loss_cls: 0.2287, acc: 92.1443, loss_bbox: 0.2768, loss_mask: 0.2571, loss: 0.8414 2024-05-27 17:10:36,337 - mmdet - INFO - Epoch [5][4950/7330] lr: 5.133e-05, eta: 4:00:08, time: 0.274, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0371, loss_rpn_bbox: 0.0517, loss_cls: 0.2371, acc: 91.6799, loss_bbox: 0.2887, loss_mask: 0.2614, loss: 0.8761 2024-05-27 17:10:50,070 - mmdet - INFO - Epoch [5][5000/7330] lr: 5.133e-05, eta: 3:59:55, time: 0.275, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0370, loss_rpn_bbox: 0.0471, loss_cls: 0.2336, acc: 91.8347, loss_bbox: 0.2819, loss_mask: 0.2624, loss: 0.8619 2024-05-27 17:11:03,638 - mmdet - INFO - Epoch [5][5050/7330] lr: 5.133e-05, eta: 3:59:41, time: 0.271, data_time: 0.018, memory: 4109, loss_rpn_cls: 0.0404, loss_rpn_bbox: 0.0484, loss_cls: 0.2286, acc: 92.0916, loss_bbox: 0.2724, loss_mask: 0.2648, loss: 0.8546 2024-05-27 17:11:17,265 - mmdet - INFO - Epoch [5][5100/7330] lr: 5.133e-05, eta: 3:59:28, time: 0.273, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0447, loss_rpn_bbox: 0.0509, loss_cls: 0.2405, acc: 91.8186, loss_bbox: 0.2836, loss_mask: 0.2647, loss: 0.8844 2024-05-27 17:11:30,940 - mmdet - INFO - Epoch [5][5150/7330] lr: 5.133e-05, eta: 3:59:15, time: 0.273, data_time: 0.018, memory: 4109, loss_rpn_cls: 0.0382, loss_rpn_bbox: 0.0474, loss_cls: 0.2388, acc: 91.6934, loss_bbox: 0.2921, loss_mask: 0.2741, loss: 0.8906 2024-05-27 17:11:44,587 - mmdet - INFO - Epoch [5][5200/7330] lr: 5.133e-05, eta: 3:59:02, time: 0.273, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0378, loss_rpn_bbox: 0.0484, loss_cls: 0.2366, acc: 91.7856, loss_bbox: 0.2802, loss_mask: 0.2720, loss: 0.8750 2024-05-27 17:11:58,176 - mmdet - INFO - Epoch [5][5250/7330] lr: 5.133e-05, eta: 3:58:49, time: 0.272, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0414, loss_rpn_bbox: 0.0494, loss_cls: 0.2445, acc: 91.5564, loss_bbox: 0.2923, loss_mask: 0.2640, loss: 0.8916 2024-05-27 17:12:11,814 - mmdet - INFO - Epoch [5][5300/7330] lr: 5.133e-05, eta: 3:58:36, time: 0.273, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0405, loss_rpn_bbox: 0.0494, loss_cls: 0.2418, acc: 91.6921, loss_bbox: 0.2891, loss_mask: 0.2719, loss: 0.8927 2024-05-27 17:12:25,553 - mmdet - INFO - Epoch [5][5350/7330] lr: 5.133e-05, eta: 3:58:23, time: 0.275, data_time: 0.017, memory: 4109, loss_rpn_cls: 0.0383, loss_rpn_bbox: 0.0478, loss_cls: 0.2320, acc: 91.8955, loss_bbox: 0.2838, loss_mask: 0.2653, loss: 0.8673 2024-05-27 17:12:39,243 - mmdet - INFO - Epoch [5][5400/7330] lr: 5.133e-05, eta: 3:58:10, time: 0.274, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0395, loss_rpn_bbox: 0.0487, loss_cls: 0.2391, acc: 91.7251, loss_bbox: 0.2783, loss_mask: 0.2625, loss: 0.8681 2024-05-27 17:12:53,151 - mmdet - INFO - Epoch [5][5450/7330] lr: 5.133e-05, eta: 3:57:57, time: 0.278, data_time: 0.017, memory: 4109, loss_rpn_cls: 0.0436, loss_rpn_bbox: 0.0560, loss_cls: 0.2487, acc: 91.3489, loss_bbox: 0.2978, loss_mask: 0.2726, loss: 0.9187 2024-05-27 17:13:06,794 - mmdet - INFO - Epoch [5][5500/7330] lr: 5.133e-05, eta: 3:57:44, time: 0.273, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0384, loss_rpn_bbox: 0.0460, loss_cls: 0.2263, acc: 92.0427, loss_bbox: 0.2719, loss_mask: 0.2596, loss: 0.8423 2024-05-27 17:13:20,515 - mmdet - INFO - Epoch [5][5550/7330] lr: 5.133e-05, eta: 3:57:31, time: 0.274, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0387, loss_rpn_bbox: 0.0486, loss_cls: 0.2391, acc: 91.7029, loss_bbox: 0.2853, loss_mask: 0.2717, loss: 0.8834 2024-05-27 17:13:34,128 - mmdet - INFO - Epoch [5][5600/7330] lr: 5.133e-05, eta: 3:57:18, time: 0.272, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0373, loss_rpn_bbox: 0.0471, loss_cls: 0.2325, acc: 92.0586, loss_bbox: 0.2720, loss_mask: 0.2589, loss: 0.8477 2024-05-27 17:13:47,752 - mmdet - INFO - Epoch [5][5650/7330] lr: 5.133e-05, eta: 3:57:05, time: 0.272, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0386, loss_rpn_bbox: 0.0452, loss_cls: 0.2225, acc: 92.2981, loss_bbox: 0.2660, loss_mask: 0.2633, loss: 0.8356 2024-05-27 17:14:01,481 - mmdet - INFO - Epoch [5][5700/7330] lr: 5.133e-05, eta: 3:56:52, time: 0.275, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0451, loss_cls: 0.2234, acc: 92.1758, loss_bbox: 0.2750, loss_mask: 0.2560, loss: 0.8331 2024-05-27 17:14:15,147 - mmdet - INFO - Epoch [5][5750/7330] lr: 5.133e-05, eta: 3:56:39, time: 0.273, data_time: 0.017, memory: 4109, loss_rpn_cls: 0.0392, loss_rpn_bbox: 0.0471, loss_cls: 0.2380, acc: 91.7690, loss_bbox: 0.2836, loss_mask: 0.2657, loss: 0.8736 2024-05-27 17:14:28,784 - mmdet - INFO - Epoch [5][5800/7330] lr: 5.133e-05, eta: 3:56:26, time: 0.273, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0383, loss_rpn_bbox: 0.0464, loss_cls: 0.2332, acc: 91.8696, loss_bbox: 0.2739, loss_mask: 0.2587, loss: 0.8505 2024-05-27 17:14:42,362 - mmdet - INFO - Epoch [5][5850/7330] lr: 5.133e-05, eta: 3:56:13, time: 0.272, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0382, loss_rpn_bbox: 0.0481, loss_cls: 0.2346, acc: 91.9043, loss_bbox: 0.2751, loss_mask: 0.2689, loss: 0.8650 2024-05-27 17:14:56,123 - mmdet - INFO - Epoch [5][5900/7330] lr: 5.133e-05, eta: 3:56:00, time: 0.275, data_time: 0.017, memory: 4109, loss_rpn_cls: 0.0374, loss_rpn_bbox: 0.0475, loss_cls: 0.2311, acc: 91.9067, loss_bbox: 0.2804, loss_mask: 0.2622, loss: 0.8586 2024-05-27 17:15:09,738 - mmdet - INFO - Epoch [5][5950/7330] lr: 5.133e-05, eta: 3:55:47, time: 0.272, data_time: 0.013, memory: 4109, loss_rpn_cls: 0.0404, loss_rpn_bbox: 0.0488, loss_cls: 0.2280, acc: 92.0981, loss_bbox: 0.2757, loss_mask: 0.2636, loss: 0.8565 2024-05-27 17:15:23,415 - mmdet - INFO - Epoch [5][6000/7330] lr: 5.133e-05, eta: 3:55:34, time: 0.274, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0379, loss_rpn_bbox: 0.0472, loss_cls: 0.2339, acc: 91.8696, loss_bbox: 0.2797, loss_mask: 0.2570, loss: 0.8556 2024-05-27 17:15:36,985 - mmdet - INFO - Epoch [5][6050/7330] lr: 5.133e-05, eta: 3:55:21, time: 0.271, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0393, loss_rpn_bbox: 0.0480, loss_cls: 0.2323, acc: 91.9319, loss_bbox: 0.2747, loss_mask: 0.2707, loss: 0.8650 2024-05-27 17:15:50,616 - mmdet - INFO - Epoch [5][6100/7330] lr: 5.133e-05, eta: 3:55:07, time: 0.273, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0366, loss_rpn_bbox: 0.0474, loss_cls: 0.2279, acc: 92.0952, loss_bbox: 0.2747, loss_mask: 0.2584, loss: 0.8451 2024-05-27 17:16:04,297 - mmdet - INFO - Epoch [5][6150/7330] lr: 5.133e-05, eta: 3:54:54, time: 0.274, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0385, loss_rpn_bbox: 0.0490, loss_cls: 0.2353, acc: 91.9150, loss_bbox: 0.2775, loss_mask: 0.2593, loss: 0.8596 2024-05-27 17:16:17,947 - mmdet - INFO - Epoch [5][6200/7330] lr: 5.133e-05, eta: 3:54:41, time: 0.273, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0400, loss_rpn_bbox: 0.0501, loss_cls: 0.2324, acc: 91.9204, loss_bbox: 0.2801, loss_mask: 0.2704, loss: 0.8731 2024-05-27 17:16:31,441 - mmdet - INFO - Epoch [5][6250/7330] lr: 5.133e-05, eta: 3:54:28, time: 0.270, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0361, loss_rpn_bbox: 0.0474, loss_cls: 0.2231, acc: 92.2991, loss_bbox: 0.2658, loss_mask: 0.2579, loss: 0.8301 2024-05-27 17:16:45,004 - mmdet - INFO - Epoch [5][6300/7330] lr: 5.133e-05, eta: 3:54:15, time: 0.271, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0368, loss_rpn_bbox: 0.0478, loss_cls: 0.2251, acc: 92.2095, loss_bbox: 0.2655, loss_mask: 0.2627, loss: 0.8380 2024-05-27 17:16:58,679 - mmdet - INFO - Epoch [5][6350/7330] lr: 5.133e-05, eta: 3:54:02, time: 0.274, data_time: 0.017, memory: 4109, loss_rpn_cls: 0.0392, loss_rpn_bbox: 0.0489, loss_cls: 0.2336, acc: 92.0525, loss_bbox: 0.2761, loss_mask: 0.2646, loss: 0.8624 2024-05-27 17:17:12,157 - mmdet - INFO - Epoch [5][6400/7330] lr: 5.133e-05, eta: 3:53:48, time: 0.270, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0361, loss_rpn_bbox: 0.0465, loss_cls: 0.2261, acc: 92.1667, loss_bbox: 0.2677, loss_mask: 0.2593, loss: 0.8357 2024-05-27 17:17:25,758 - mmdet - INFO - Epoch [5][6450/7330] lr: 5.133e-05, eta: 3:53:35, time: 0.272, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0375, loss_rpn_bbox: 0.0464, loss_cls: 0.2376, acc: 91.8284, loss_bbox: 0.2759, loss_mask: 0.2654, loss: 0.8628 2024-05-27 17:17:39,414 - mmdet - INFO - Epoch [5][6500/7330] lr: 5.133e-05, eta: 3:53:22, time: 0.273, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0370, loss_rpn_bbox: 0.0478, loss_cls: 0.2332, acc: 91.7939, loss_bbox: 0.2801, loss_mask: 0.2707, loss: 0.8688 2024-05-27 17:17:53,164 - mmdet - INFO - Epoch [5][6550/7330] lr: 5.133e-05, eta: 3:53:09, time: 0.275, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0364, loss_rpn_bbox: 0.0477, loss_cls: 0.2368, acc: 91.8540, loss_bbox: 0.2801, loss_mask: 0.2622, loss: 0.8632 2024-05-27 17:18:06,790 - mmdet - INFO - Epoch [5][6600/7330] lr: 5.133e-05, eta: 3:52:56, time: 0.273, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0352, loss_rpn_bbox: 0.0475, loss_cls: 0.2312, acc: 92.0063, loss_bbox: 0.2773, loss_mask: 0.2575, loss: 0.8488 2024-05-27 17:18:20,493 - mmdet - INFO - Epoch [5][6650/7330] lr: 5.133e-05, eta: 3:52:43, time: 0.274, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0398, loss_rpn_bbox: 0.0443, loss_cls: 0.2302, acc: 92.1816, loss_bbox: 0.2751, loss_mask: 0.2618, loss: 0.8511 2024-05-27 17:18:34,061 - mmdet - INFO - Epoch [5][6700/7330] lr: 5.133e-05, eta: 3:52:30, time: 0.271, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0380, loss_rpn_bbox: 0.0462, loss_cls: 0.2275, acc: 92.1145, loss_bbox: 0.2702, loss_mask: 0.2625, loss: 0.8442 2024-05-27 17:18:47,767 - mmdet - INFO - Epoch [5][6750/7330] lr: 5.133e-05, eta: 3:52:17, time: 0.274, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0416, loss_rpn_bbox: 0.0505, loss_cls: 0.2408, acc: 91.8689, loss_bbox: 0.2824, loss_mask: 0.2674, loss: 0.8827 2024-05-27 17:19:01,402 - mmdet - INFO - Epoch [5][6800/7330] lr: 5.133e-05, eta: 3:52:03, time: 0.273, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0375, loss_rpn_bbox: 0.0491, loss_cls: 0.2294, acc: 91.9856, loss_bbox: 0.2758, loss_mask: 0.2599, loss: 0.8517 2024-05-27 17:19:15,078 - mmdet - INFO - Epoch [5][6850/7330] lr: 5.133e-05, eta: 3:51:50, time: 0.274, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0407, loss_rpn_bbox: 0.0517, loss_cls: 0.2428, acc: 91.5071, loss_bbox: 0.2889, loss_mask: 0.2675, loss: 0.8916 2024-05-27 17:19:28,621 - mmdet - INFO - Epoch [5][6900/7330] lr: 5.133e-05, eta: 3:51:37, time: 0.271, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0362, loss_rpn_bbox: 0.0454, loss_cls: 0.2278, acc: 92.1243, loss_bbox: 0.2715, loss_mask: 0.2628, loss: 0.8438 2024-05-27 17:19:42,343 - mmdet - INFO - Epoch [5][6950/7330] lr: 5.133e-05, eta: 3:51:24, time: 0.274, data_time: 0.013, memory: 4109, loss_rpn_cls: 0.0375, loss_rpn_bbox: 0.0493, loss_cls: 0.2393, acc: 91.7473, loss_bbox: 0.2843, loss_mask: 0.2651, loss: 0.8755 2024-05-27 17:19:55,983 - mmdet - INFO - Epoch [5][7000/7330] lr: 5.133e-05, eta: 3:51:11, time: 0.273, data_time: 0.013, memory: 4109, loss_rpn_cls: 0.0365, loss_rpn_bbox: 0.0469, loss_cls: 0.2368, acc: 91.6846, loss_bbox: 0.2784, loss_mask: 0.2560, loss: 0.8547 2024-05-27 17:20:09,783 - mmdet - INFO - Epoch [5][7050/7330] lr: 5.133e-05, eta: 3:50:58, time: 0.276, data_time: 0.018, memory: 4109, loss_rpn_cls: 0.0396, loss_rpn_bbox: 0.0513, loss_cls: 0.2487, acc: 91.4189, loss_bbox: 0.2915, loss_mask: 0.2698, loss: 0.9010 2024-05-27 17:20:23,428 - mmdet - INFO - Epoch [5][7100/7330] lr: 5.133e-05, eta: 3:50:45, time: 0.273, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0357, loss_rpn_bbox: 0.0469, loss_cls: 0.2348, acc: 92.0291, loss_bbox: 0.2748, loss_mask: 0.2600, loss: 0.8522 2024-05-27 17:20:36,972 - mmdet - INFO - Epoch [5][7150/7330] lr: 5.133e-05, eta: 3:50:32, time: 0.271, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0393, loss_rpn_bbox: 0.0493, loss_cls: 0.2330, acc: 92.0190, loss_bbox: 0.2709, loss_mask: 0.2579, loss: 0.8505 2024-05-27 17:20:50,579 - mmdet - INFO - Epoch [5][7200/7330] lr: 5.133e-05, eta: 3:50:18, time: 0.272, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0365, loss_rpn_bbox: 0.0493, loss_cls: 0.2336, acc: 91.9497, loss_bbox: 0.2791, loss_mask: 0.2684, loss: 0.8670 2024-05-27 17:21:04,311 - mmdet - INFO - Epoch [5][7250/7330] lr: 5.133e-05, eta: 3:50:05, time: 0.275, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0397, loss_rpn_bbox: 0.0484, loss_cls: 0.2371, acc: 91.7883, loss_bbox: 0.2757, loss_mask: 0.2552, loss: 0.8561 2024-05-27 17:21:18,079 - mmdet - INFO - Epoch [5][7300/7330] lr: 5.133e-05, eta: 3:49:53, time: 0.275, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0412, loss_rpn_bbox: 0.0510, loss_cls: 0.2421, acc: 91.7146, loss_bbox: 0.2817, loss_mask: 0.2648, loss: 0.8808 2024-05-27 17:21:26,971 - mmdet - INFO - Saving checkpoint at 5 epochs 2024-05-27 17:22:13,398 - mmdet - INFO - Evaluating bbox... 2024-05-27 17:22:42,308 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.365 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.608 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.391 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.201 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.409 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.508 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 ] = 0.292 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.544 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.670 2024-05-27 17:22:42,309 - mmdet - INFO - Evaluating segm... 2024-05-27 17:23:11,381 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.346 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.574 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.364 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.147 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.379 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.555 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.469 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.469 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.469 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.251 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.521 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.665 2024-05-27 17:23:11,810 - mmdet - INFO - Exp name: mask_rcnn_deit_vit_b_fpn_1x_coco_bs16.py 2024-05-27 17:23:11,810 - mmdet - INFO - Epoch(val) [5][625] bbox_mAP: 0.3650, bbox_mAP_50: 0.6080, bbox_mAP_75: 0.3910, bbox_mAP_s: 0.2010, bbox_mAP_m: 0.4090, bbox_mAP_l: 0.5080, bbox_mAP_copypaste: 0.365 0.608 0.391 0.201 0.409 0.508, segm_mAP: 0.3460, segm_mAP_50: 0.5740, segm_mAP_75: 0.3640, segm_mAP_s: 0.1470, segm_mAP_m: 0.3790, segm_mAP_l: 0.5550, segm_mAP_copypaste: 0.346 0.574 0.364 0.147 0.379 0.555 2024-05-27 17:23:33,337 - mmdet - INFO - Epoch [6][50/7330] lr: 5.133e-05, eta: 3:49:31, time: 0.430, data_time: 0.081, memory: 4109, loss_rpn_cls: 0.0365, loss_rpn_bbox: 0.0468, loss_cls: 0.2241, acc: 92.1038, loss_bbox: 0.2760, loss_mask: 0.2635, loss: 0.8469 2024-05-27 17:23:46,825 - mmdet - INFO - Epoch [6][100/7330] lr: 5.133e-05, eta: 3:49:18, time: 0.270, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0342, loss_rpn_bbox: 0.0458, loss_cls: 0.2277, acc: 91.9570, loss_bbox: 0.2795, loss_mask: 0.2635, loss: 0.8507 2024-05-27 17:24:00,223 - mmdet - INFO - Epoch [6][150/7330] lr: 5.133e-05, eta: 3:49:04, time: 0.268, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0448, loss_cls: 0.2152, acc: 92.3850, loss_bbox: 0.2656, loss_mask: 0.2484, loss: 0.8067 2024-05-27 17:24:13,707 - mmdet - INFO - Epoch [6][200/7330] lr: 5.133e-05, eta: 3:48:51, time: 0.270, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0363, loss_rpn_bbox: 0.0506, loss_cls: 0.2320, acc: 91.7751, loss_bbox: 0.2836, loss_mask: 0.2640, loss: 0.8666 2024-05-27 17:24:27,090 - mmdet - INFO - Epoch [6][250/7330] lr: 5.133e-05, eta: 3:48:37, time: 0.268, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0468, loss_cls: 0.2210, acc: 92.1646, loss_bbox: 0.2736, loss_mask: 0.2592, loss: 0.8329 2024-05-27 17:24:40,384 - mmdet - INFO - Epoch [6][300/7330] lr: 5.133e-05, eta: 3:48:24, time: 0.266, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0460, loss_cls: 0.2192, acc: 92.2847, loss_bbox: 0.2667, loss_mask: 0.2536, loss: 0.8167 2024-05-27 17:24:53,693 - mmdet - INFO - Exp name: mask_rcnn_deit_vit_b_fpn_1x_coco_bs16.py 2024-05-27 17:24:53,693 - mmdet - INFO - Epoch [6][350/7330] lr: 5.133e-05, eta: 3:48:10, time: 0.266, data_time: 0.013, memory: 4109, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0461, loss_cls: 0.2194, acc: 92.1709, loss_bbox: 0.2704, loss_mask: 0.2586, loss: 0.8281 2024-05-27 17:25:07,140 - mmdet - INFO - Epoch [6][400/7330] lr: 5.133e-05, eta: 3:47:57, time: 0.269, data_time: 0.017, memory: 4109, loss_rpn_cls: 0.0354, loss_rpn_bbox: 0.0481, loss_cls: 0.2233, acc: 92.1108, loss_bbox: 0.2778, loss_mask: 0.2587, loss: 0.8432 2024-05-27 17:25:20,574 - mmdet - INFO - Epoch [6][450/7330] lr: 5.133e-05, eta: 3:47:43, time: 0.269, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0425, loss_cls: 0.2210, acc: 92.1204, loss_bbox: 0.2681, loss_mask: 0.2574, loss: 0.8209 2024-05-27 17:25:34,115 - mmdet - INFO - Epoch [6][500/7330] lr: 5.133e-05, eta: 3:47:30, time: 0.271, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0365, loss_rpn_bbox: 0.0512, loss_cls: 0.2316, acc: 91.8054, loss_bbox: 0.2841, loss_mask: 0.2618, loss: 0.8652 2024-05-27 17:25:47,716 - mmdet - INFO - Epoch [6][550/7330] lr: 5.133e-05, eta: 3:47:17, time: 0.272, data_time: 0.013, memory: 4109, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0469, loss_cls: 0.2246, acc: 92.0242, loss_bbox: 0.2728, loss_mask: 0.2548, loss: 0.8327 2024-05-27 17:26:01,119 - mmdet - INFO - Epoch [6][600/7330] lr: 5.133e-05, eta: 3:47:03, time: 0.268, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0413, loss_cls: 0.2049, acc: 92.6604, loss_bbox: 0.2603, loss_mask: 0.2470, loss: 0.7833 2024-05-27 17:26:14,538 - mmdet - INFO - Epoch [6][650/7330] lr: 5.133e-05, eta: 3:46:50, time: 0.268, data_time: 0.013, memory: 4109, loss_rpn_cls: 0.0392, loss_rpn_bbox: 0.0492, loss_cls: 0.2237, acc: 92.1296, loss_bbox: 0.2685, loss_mask: 0.2579, loss: 0.8384 2024-05-27 17:26:27,966 - mmdet - INFO - Epoch [6][700/7330] lr: 5.133e-05, eta: 3:46:36, time: 0.269, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0356, loss_rpn_bbox: 0.0458, loss_cls: 0.2222, acc: 92.2627, loss_bbox: 0.2669, loss_mask: 0.2551, loss: 0.8257 2024-05-27 17:26:41,498 - mmdet - INFO - Epoch [6][750/7330] lr: 5.133e-05, eta: 3:46:23, time: 0.271, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0367, loss_rpn_bbox: 0.0464, loss_cls: 0.2286, acc: 91.9675, loss_bbox: 0.2788, loss_mask: 0.2577, loss: 0.8482 2024-05-27 17:26:55,140 - mmdet - INFO - Epoch [6][800/7330] lr: 5.133e-05, eta: 3:46:10, time: 0.273, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0344, loss_rpn_bbox: 0.0474, loss_cls: 0.2217, acc: 92.3003, loss_bbox: 0.2661, loss_mask: 0.2527, loss: 0.8223 2024-05-27 17:27:08,536 - mmdet - INFO - Epoch [6][850/7330] lr: 5.133e-05, eta: 3:45:56, time: 0.268, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0346, loss_rpn_bbox: 0.0438, loss_cls: 0.2082, acc: 92.6521, loss_bbox: 0.2560, loss_mask: 0.2483, loss: 0.7908 2024-05-27 17:27:22,092 - mmdet - INFO - Epoch [6][900/7330] lr: 5.133e-05, eta: 3:45:43, time: 0.271, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0341, loss_rpn_bbox: 0.0457, loss_cls: 0.2176, acc: 92.4385, loss_bbox: 0.2625, loss_mask: 0.2513, loss: 0.8112 2024-05-27 17:27:35,734 - mmdet - INFO - Epoch [6][950/7330] lr: 5.133e-05, eta: 3:45:30, time: 0.273, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0369, loss_rpn_bbox: 0.0483, loss_cls: 0.2243, acc: 92.1348, loss_bbox: 0.2772, loss_mask: 0.2581, loss: 0.8447 2024-05-27 17:27:49,324 - mmdet - INFO - Epoch [6][1000/7330] lr: 5.133e-05, eta: 3:45:17, time: 0.272, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0456, loss_cls: 0.2146, acc: 92.3484, loss_bbox: 0.2690, loss_mask: 0.2543, loss: 0.8151 2024-05-27 17:28:03,016 - mmdet - INFO - Epoch [6][1050/7330] lr: 5.133e-05, eta: 3:45:04, time: 0.274, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0449, loss_cls: 0.2049, acc: 92.6882, loss_bbox: 0.2566, loss_mask: 0.2484, loss: 0.7851 2024-05-27 17:28:16,714 - mmdet - INFO - Epoch [6][1100/7330] lr: 5.133e-05, eta: 3:44:51, time: 0.274, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0358, loss_rpn_bbox: 0.0461, loss_cls: 0.2275, acc: 92.0002, loss_bbox: 0.2776, loss_mask: 0.2603, loss: 0.8473 2024-05-27 17:28:30,410 - mmdet - INFO - Epoch [6][1150/7330] lr: 5.133e-05, eta: 3:44:38, time: 0.274, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0390, loss_rpn_bbox: 0.0483, loss_cls: 0.2320, acc: 91.7253, loss_bbox: 0.2877, loss_mask: 0.2655, loss: 0.8724 2024-05-27 17:28:44,090 - mmdet - INFO - Epoch [6][1200/7330] lr: 5.133e-05, eta: 3:44:24, time: 0.274, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0457, loss_cls: 0.2207, acc: 92.1643, loss_bbox: 0.2762, loss_mask: 0.2595, loss: 0.8344 2024-05-27 17:28:57,704 - mmdet - INFO - Epoch [6][1250/7330] lr: 5.133e-05, eta: 3:44:11, time: 0.272, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0473, loss_cls: 0.2284, acc: 92.0457, loss_bbox: 0.2791, loss_mask: 0.2548, loss: 0.8430 2024-05-27 17:29:11,368 - mmdet - INFO - Epoch [6][1300/7330] lr: 5.133e-05, eta: 3:43:58, time: 0.273, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0364, loss_rpn_bbox: 0.0460, loss_cls: 0.2220, acc: 92.2422, loss_bbox: 0.2659, loss_mask: 0.2613, loss: 0.8316 2024-05-27 17:29:25,010 - mmdet - INFO - Exp name: mask_rcnn_deit_vit_b_fpn_1x_coco_bs16.py 2024-05-27 17:29:25,011 - mmdet - INFO - Epoch [6][1350/7330] lr: 5.133e-05, eta: 3:43:45, time: 0.273, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0357, loss_rpn_bbox: 0.0486, loss_cls: 0.2232, acc: 92.0718, loss_bbox: 0.2737, loss_mask: 0.2567, loss: 0.8379 2024-05-27 17:29:38,749 - mmdet - INFO - Epoch [6][1400/7330] lr: 5.133e-05, eta: 3:43:32, time: 0.275, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0357, loss_rpn_bbox: 0.0487, loss_cls: 0.2227, acc: 92.0452, loss_bbox: 0.2761, loss_mask: 0.2587, loss: 0.8417 2024-05-27 17:29:52,360 - mmdet - INFO - Epoch [6][1450/7330] lr: 5.133e-05, eta: 3:43:19, time: 0.272, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0418, loss_cls: 0.2209, acc: 92.3762, loss_bbox: 0.2604, loss_mask: 0.2510, loss: 0.8055 2024-05-27 17:30:06,086 - mmdet - INFO - Epoch [6][1500/7330] lr: 5.133e-05, eta: 3:43:06, time: 0.275, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0369, loss_rpn_bbox: 0.0477, loss_cls: 0.2216, acc: 92.0632, loss_bbox: 0.2720, loss_mask: 0.2593, loss: 0.8376 2024-05-27 17:30:19,637 - mmdet - INFO - Epoch [6][1550/7330] lr: 5.133e-05, eta: 3:42:52, time: 0.271, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0363, loss_rpn_bbox: 0.0483, loss_cls: 0.2210, acc: 92.0630, loss_bbox: 0.2755, loss_mask: 0.2601, loss: 0.8412 2024-05-27 17:30:33,188 - mmdet - INFO - Epoch [6][1600/7330] lr: 5.133e-05, eta: 3:42:39, time: 0.271, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0354, loss_rpn_bbox: 0.0481, loss_cls: 0.2314, acc: 91.8362, loss_bbox: 0.2802, loss_mask: 0.2599, loss: 0.8550 2024-05-27 17:30:46,782 - mmdet - INFO - Epoch [6][1650/7330] lr: 5.133e-05, eta: 3:42:26, time: 0.272, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0373, loss_rpn_bbox: 0.0480, loss_cls: 0.2283, acc: 91.9089, loss_bbox: 0.2772, loss_mask: 0.2665, loss: 0.8574 2024-05-27 17:31:00,418 - mmdet - INFO - Epoch [6][1700/7330] lr: 5.133e-05, eta: 3:42:13, time: 0.273, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0354, loss_rpn_bbox: 0.0471, loss_cls: 0.2247, acc: 92.0115, loss_bbox: 0.2750, loss_mask: 0.2622, loss: 0.8444 2024-05-27 17:31:14,018 - mmdet - INFO - Epoch [6][1750/7330] lr: 5.133e-05, eta: 3:41:59, time: 0.272, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0351, loss_rpn_bbox: 0.0467, loss_cls: 0.2221, acc: 92.2258, loss_bbox: 0.2709, loss_mask: 0.2532, loss: 0.8280 2024-05-27 17:31:27,664 - mmdet - INFO - Epoch [6][1800/7330] lr: 5.133e-05, eta: 3:41:46, time: 0.273, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0368, loss_rpn_bbox: 0.0493, loss_cls: 0.2326, acc: 92.0176, loss_bbox: 0.2742, loss_mask: 0.2633, loss: 0.8562 2024-05-27 17:31:41,424 - mmdet - INFO - Epoch [6][1850/7330] lr: 5.133e-05, eta: 3:41:33, time: 0.275, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0477, loss_cls: 0.2324, acc: 91.7522, loss_bbox: 0.2888, loss_mask: 0.2622, loss: 0.8641 2024-05-27 17:31:55,191 - mmdet - INFO - Epoch [6][1900/7330] lr: 5.133e-05, eta: 3:41:20, time: 0.275, data_time: 0.017, memory: 4109, loss_rpn_cls: 0.0350, loss_rpn_bbox: 0.0480, loss_cls: 0.2292, acc: 91.9783, loss_bbox: 0.2801, loss_mask: 0.2582, loss: 0.8506 2024-05-27 17:32:08,774 - mmdet - INFO - Epoch [6][1950/7330] lr: 5.133e-05, eta: 3:41:07, time: 0.272, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0465, loss_cls: 0.2192, acc: 92.2861, loss_bbox: 0.2697, loss_mask: 0.2575, loss: 0.8268 2024-05-27 17:32:22,427 - mmdet - INFO - Epoch [6][2000/7330] lr: 5.133e-05, eta: 3:40:54, time: 0.273, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0442, loss_cls: 0.2165, acc: 92.4500, loss_bbox: 0.2617, loss_mask: 0.2551, loss: 0.8090 2024-05-27 17:32:36,089 - mmdet - INFO - Epoch [6][2050/7330] lr: 5.133e-05, eta: 3:40:41, time: 0.273, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0353, loss_rpn_bbox: 0.0472, loss_cls: 0.2246, acc: 92.0222, loss_bbox: 0.2757, loss_mask: 0.2609, loss: 0.8437 2024-05-27 17:32:49,861 - mmdet - INFO - Epoch [6][2100/7330] lr: 5.133e-05, eta: 3:40:28, time: 0.275, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0376, loss_rpn_bbox: 0.0499, loss_cls: 0.2271, acc: 91.9119, loss_bbox: 0.2776, loss_mask: 0.2557, loss: 0.8478 2024-05-27 17:33:03,576 - mmdet - INFO - Epoch [6][2150/7330] lr: 5.133e-05, eta: 3:40:15, time: 0.274, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0491, loss_cls: 0.2337, acc: 91.8540, loss_bbox: 0.2841, loss_mask: 0.2621, loss: 0.8636 2024-05-27 17:33:17,179 - mmdet - INFO - Epoch [6][2200/7330] lr: 5.133e-05, eta: 3:40:01, time: 0.272, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0356, loss_rpn_bbox: 0.0482, loss_cls: 0.2297, acc: 92.0176, loss_bbox: 0.2760, loss_mask: 0.2614, loss: 0.8509 2024-05-27 17:33:30,813 - mmdet - INFO - Epoch [6][2250/7330] lr: 5.133e-05, eta: 3:39:48, time: 0.273, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0434, loss_cls: 0.2181, acc: 92.4714, loss_bbox: 0.2630, loss_mask: 0.2540, loss: 0.8111 2024-05-27 17:33:44,528 - mmdet - INFO - Epoch [6][2300/7330] lr: 5.133e-05, eta: 3:39:35, time: 0.274, data_time: 0.017, memory: 4109, loss_rpn_cls: 0.0361, loss_rpn_bbox: 0.0483, loss_cls: 0.2317, acc: 91.7913, loss_bbox: 0.2816, loss_mask: 0.2599, loss: 0.8576 2024-05-27 17:33:58,309 - mmdet - INFO - Exp name: mask_rcnn_deit_vit_b_fpn_1x_coco_bs16.py 2024-05-27 17:33:58,309 - mmdet - INFO - Epoch [6][2350/7330] lr: 5.133e-05, eta: 3:39:22, time: 0.276, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0350, loss_rpn_bbox: 0.0460, loss_cls: 0.2231, acc: 92.1182, loss_bbox: 0.2700, loss_mask: 0.2512, loss: 0.8253 2024-05-27 17:34:11,988 - mmdet - INFO - Epoch [6][2400/7330] lr: 5.133e-05, eta: 3:39:09, time: 0.274, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0363, loss_rpn_bbox: 0.0498, loss_cls: 0.2248, acc: 92.0962, loss_bbox: 0.2739, loss_mask: 0.2564, loss: 0.8411 2024-05-27 17:34:25,589 - mmdet - INFO - Epoch [6][2450/7330] lr: 5.133e-05, eta: 3:38:56, time: 0.272, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0467, loss_cls: 0.2197, acc: 92.2944, loss_bbox: 0.2647, loss_mask: 0.2523, loss: 0.8144 2024-05-27 17:34:39,230 - mmdet - INFO - Epoch [6][2500/7330] lr: 5.133e-05, eta: 3:38:42, time: 0.273, data_time: 0.013, memory: 4109, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0462, loss_cls: 0.2156, acc: 92.3704, loss_bbox: 0.2704, loss_mask: 0.2563, loss: 0.8231 2024-05-27 17:34:52,857 - mmdet - INFO - Epoch [6][2550/7330] lr: 5.133e-05, eta: 3:38:29, time: 0.273, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0353, loss_rpn_bbox: 0.0458, loss_cls: 0.2231, acc: 92.1208, loss_bbox: 0.2684, loss_mask: 0.2598, loss: 0.8324 2024-05-27 17:35:06,544 - mmdet - INFO - Epoch [6][2600/7330] lr: 5.133e-05, eta: 3:38:16, time: 0.274, data_time: 0.013, memory: 4109, loss_rpn_cls: 0.0341, loss_rpn_bbox: 0.0467, loss_cls: 0.2198, acc: 92.2324, loss_bbox: 0.2716, loss_mask: 0.2559, loss: 0.8281 2024-05-27 17:35:20,223 - mmdet - INFO - Epoch [6][2650/7330] lr: 5.133e-05, eta: 3:38:03, time: 0.274, data_time: 0.019, memory: 4109, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0447, loss_cls: 0.2227, acc: 92.1223, loss_bbox: 0.2699, loss_mask: 0.2508, loss: 0.8210 2024-05-27 17:35:33,919 - mmdet - INFO - Epoch [6][2700/7330] lr: 5.133e-05, eta: 3:37:50, time: 0.274, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0365, loss_rpn_bbox: 0.0473, loss_cls: 0.2280, acc: 91.9382, loss_bbox: 0.2799, loss_mask: 0.2607, loss: 0.8524 2024-05-27 17:35:47,460 - mmdet - INFO - Epoch [6][2750/7330] lr: 5.133e-05, eta: 3:37:36, time: 0.271, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0350, loss_rpn_bbox: 0.0457, loss_cls: 0.2326, acc: 92.0129, loss_bbox: 0.2709, loss_mask: 0.2591, loss: 0.8432 2024-05-27 17:36:01,233 - mmdet - INFO - Epoch [6][2800/7330] lr: 5.133e-05, eta: 3:37:23, time: 0.275, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0377, loss_rpn_bbox: 0.0483, loss_cls: 0.2282, acc: 92.1213, loss_bbox: 0.2803, loss_mask: 0.2611, loss: 0.8557 2024-05-27 17:36:14,794 - mmdet - INFO - Epoch [6][2850/7330] lr: 5.133e-05, eta: 3:37:10, time: 0.271, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0445, loss_cls: 0.2182, acc: 92.3633, loss_bbox: 0.2636, loss_mask: 0.2567, loss: 0.8165 2024-05-27 17:36:28,359 - mmdet - INFO - Epoch [6][2900/7330] lr: 5.133e-05, eta: 3:36:57, time: 0.271, data_time: 0.017, memory: 4109, loss_rpn_cls: 0.0365, loss_rpn_bbox: 0.0494, loss_cls: 0.2283, acc: 92.1208, loss_bbox: 0.2723, loss_mask: 0.2582, loss: 0.8448 2024-05-27 17:36:42,116 - mmdet - INFO - Epoch [6][2950/7330] lr: 5.133e-05, eta: 3:36:44, time: 0.275, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0370, loss_rpn_bbox: 0.0468, loss_cls: 0.2253, acc: 92.1479, loss_bbox: 0.2729, loss_mask: 0.2586, loss: 0.8407 2024-05-27 17:36:55,655 - mmdet - INFO - Epoch [6][3000/7330] lr: 5.133e-05, eta: 3:36:30, time: 0.271, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0362, loss_rpn_bbox: 0.0466, loss_cls: 0.2211, acc: 92.2700, loss_bbox: 0.2710, loss_mask: 0.2618, loss: 0.8366 2024-05-27 17:37:09,362 - mmdet - INFO - Epoch [6][3050/7330] lr: 5.133e-05, eta: 3:36:17, time: 0.274, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0342, loss_rpn_bbox: 0.0468, loss_cls: 0.2258, acc: 92.0288, loss_bbox: 0.2774, loss_mask: 0.2587, loss: 0.8428 2024-05-27 17:37:22,888 - mmdet - INFO - Epoch [6][3100/7330] lr: 5.133e-05, eta: 3:36:04, time: 0.271, data_time: 0.019, memory: 4109, loss_rpn_cls: 0.0365, loss_rpn_bbox: 0.0462, loss_cls: 0.2236, acc: 92.2634, loss_bbox: 0.2651, loss_mask: 0.2579, loss: 0.8292 2024-05-27 17:37:36,526 - mmdet - INFO - Epoch [6][3150/7330] lr: 5.133e-05, eta: 3:35:51, time: 0.273, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0393, loss_rpn_bbox: 0.0496, loss_cls: 0.2268, acc: 92.2224, loss_bbox: 0.2715, loss_mask: 0.2626, loss: 0.8497 2024-05-27 17:37:50,184 - mmdet - INFO - Epoch [6][3200/7330] lr: 5.133e-05, eta: 3:35:38, time: 0.273, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0362, loss_rpn_bbox: 0.0479, loss_cls: 0.2292, acc: 91.8914, loss_bbox: 0.2797, loss_mask: 0.2548, loss: 0.8477 2024-05-27 17:38:03,786 - mmdet - INFO - Epoch [6][3250/7330] lr: 5.133e-05, eta: 3:35:24, time: 0.272, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0371, loss_rpn_bbox: 0.0494, loss_cls: 0.2154, acc: 92.2839, loss_bbox: 0.2715, loss_mask: 0.2581, loss: 0.8315 2024-05-27 17:38:17,333 - mmdet - INFO - Epoch [6][3300/7330] lr: 5.133e-05, eta: 3:35:11, time: 0.271, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0397, loss_rpn_bbox: 0.0492, loss_cls: 0.2215, acc: 92.3550, loss_bbox: 0.2628, loss_mask: 0.2542, loss: 0.8275 2024-05-27 17:38:31,085 - mmdet - INFO - Exp name: mask_rcnn_deit_vit_b_fpn_1x_coco_bs16.py 2024-05-27 17:38:31,086 - mmdet - INFO - Epoch [6][3350/7330] lr: 5.133e-05, eta: 3:34:58, time: 0.275, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0367, loss_rpn_bbox: 0.0477, loss_cls: 0.2297, acc: 91.9199, loss_bbox: 0.2797, loss_mask: 0.2632, loss: 0.8569 2024-05-27 17:38:44,864 - mmdet - INFO - Epoch [6][3400/7330] lr: 5.133e-05, eta: 3:34:45, time: 0.276, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0353, loss_rpn_bbox: 0.0491, loss_cls: 0.2235, acc: 91.9932, loss_bbox: 0.2803, loss_mask: 0.2585, loss: 0.8468 2024-05-27 17:38:58,641 - mmdet - INFO - Epoch [6][3450/7330] lr: 5.133e-05, eta: 3:34:32, time: 0.276, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0386, loss_rpn_bbox: 0.0486, loss_cls: 0.2336, acc: 91.6392, loss_bbox: 0.2816, loss_mask: 0.2635, loss: 0.8659 2024-05-27 17:39:12,406 - mmdet - INFO - Epoch [6][3500/7330] lr: 5.133e-05, eta: 3:34:19, time: 0.275, data_time: 0.013, memory: 4109, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0457, loss_cls: 0.2256, acc: 92.0352, loss_bbox: 0.2745, loss_mask: 0.2619, loss: 0.8412 2024-05-27 17:39:26,022 - mmdet - INFO - Epoch [6][3550/7330] lr: 5.133e-05, eta: 3:34:05, time: 0.272, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0452, loss_cls: 0.2272, acc: 92.1211, loss_bbox: 0.2678, loss_mask: 0.2553, loss: 0.8282 2024-05-27 17:39:39,587 - mmdet - INFO - Epoch [6][3600/7330] lr: 5.133e-05, eta: 3:33:52, time: 0.271, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0384, loss_rpn_bbox: 0.0495, loss_cls: 0.2267, acc: 92.0562, loss_bbox: 0.2723, loss_mask: 0.2615, loss: 0.8483 2024-05-27 17:39:53,167 - mmdet - INFO - Epoch [6][3650/7330] lr: 5.133e-05, eta: 3:33:39, time: 0.272, data_time: 0.018, memory: 4109, loss_rpn_cls: 0.0381, loss_rpn_bbox: 0.0490, loss_cls: 0.2319, acc: 91.8591, loss_bbox: 0.2798, loss_mask: 0.2604, loss: 0.8592 2024-05-27 17:40:06,944 - mmdet - INFO - Epoch [6][3700/7330] lr: 5.133e-05, eta: 3:33:26, time: 0.276, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0354, loss_rpn_bbox: 0.0493, loss_cls: 0.2234, acc: 92.1243, loss_bbox: 0.2736, loss_mask: 0.2589, loss: 0.8405 2024-05-27 17:40:20,534 - mmdet - INFO - Epoch [6][3750/7330] lr: 5.133e-05, eta: 3:33:12, time: 0.272, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0354, loss_rpn_bbox: 0.0452, loss_cls: 0.2240, acc: 92.2493, loss_bbox: 0.2687, loss_mask: 0.2617, loss: 0.8351 2024-05-27 17:40:34,325 - mmdet - INFO - Epoch [6][3800/7330] lr: 5.133e-05, eta: 3:32:59, time: 0.276, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0344, loss_rpn_bbox: 0.0472, loss_cls: 0.2216, acc: 92.1982, loss_bbox: 0.2696, loss_mask: 0.2575, loss: 0.8302 2024-05-27 17:40:47,824 - mmdet - INFO - Epoch [6][3850/7330] lr: 5.133e-05, eta: 3:32:46, time: 0.270, data_time: 0.013, memory: 4109, loss_rpn_cls: 0.0374, loss_rpn_bbox: 0.0463, loss_cls: 0.2194, acc: 92.5320, loss_bbox: 0.2556, loss_mask: 0.2548, loss: 0.8134 2024-05-27 17:41:01,417 - mmdet - INFO - Epoch [6][3900/7330] lr: 5.133e-05, eta: 3:32:33, time: 0.272, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0423, loss_cls: 0.2203, acc: 92.1982, loss_bbox: 0.2682, loss_mask: 0.2554, loss: 0.8171 2024-05-27 17:41:15,112 - mmdet - INFO - Epoch [6][3950/7330] lr: 5.133e-05, eta: 3:32:20, time: 0.274, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0350, loss_rpn_bbox: 0.0474, loss_cls: 0.2304, acc: 91.8474, loss_bbox: 0.2800, loss_mask: 0.2635, loss: 0.8563 2024-05-27 17:41:28,857 - mmdet - INFO - Epoch [6][4000/7330] lr: 5.133e-05, eta: 3:32:06, time: 0.275, data_time: 0.017, memory: 4109, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0454, loss_cls: 0.2277, acc: 91.9138, loss_bbox: 0.2728, loss_mask: 0.2512, loss: 0.8311 2024-05-27 17:41:42,349 - mmdet - INFO - Epoch [6][4050/7330] lr: 5.133e-05, eta: 3:31:53, time: 0.270, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0373, loss_rpn_bbox: 0.0482, loss_cls: 0.2240, acc: 92.1987, loss_bbox: 0.2700, loss_mask: 0.2631, loss: 0.8426 2024-05-27 17:41:55,949 - mmdet - INFO - Epoch [6][4100/7330] lr: 5.133e-05, eta: 3:31:40, time: 0.272, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0448, loss_cls: 0.2088, acc: 92.5454, loss_bbox: 0.2642, loss_mask: 0.2528, loss: 0.8016 2024-05-27 17:42:09,692 - mmdet - INFO - Epoch [6][4150/7330] lr: 5.133e-05, eta: 3:31:27, time: 0.275, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0384, loss_rpn_bbox: 0.0490, loss_cls: 0.2356, acc: 91.6641, loss_bbox: 0.2830, loss_mask: 0.2635, loss: 0.8695 2024-05-27 17:42:23,385 - mmdet - INFO - Epoch [6][4200/7330] lr: 5.133e-05, eta: 3:31:14, time: 0.274, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0372, loss_rpn_bbox: 0.0481, loss_cls: 0.2262, acc: 92.1477, loss_bbox: 0.2736, loss_mask: 0.2614, loss: 0.8464 2024-05-27 17:42:36,892 - mmdet - INFO - Epoch [6][4250/7330] lr: 5.133e-05, eta: 3:31:00, time: 0.270, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0357, loss_rpn_bbox: 0.0462, loss_cls: 0.2149, acc: 92.4226, loss_bbox: 0.2640, loss_mask: 0.2585, loss: 0.8193 2024-05-27 17:42:50,580 - mmdet - INFO - Epoch [6][4300/7330] lr: 5.133e-05, eta: 3:30:47, time: 0.274, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0479, loss_cls: 0.2278, acc: 91.9856, loss_bbox: 0.2770, loss_mask: 0.2596, loss: 0.8459 2024-05-27 17:43:04,350 - mmdet - INFO - Exp name: mask_rcnn_deit_vit_b_fpn_1x_coco_bs16.py 2024-05-27 17:43:04,350 - mmdet - INFO - Epoch [6][4350/7330] lr: 5.133e-05, eta: 3:30:34, time: 0.275, data_time: 0.017, memory: 4109, loss_rpn_cls: 0.0344, loss_rpn_bbox: 0.0459, loss_cls: 0.2290, acc: 92.0923, loss_bbox: 0.2708, loss_mask: 0.2599, loss: 0.8400 2024-05-27 17:43:18,203 - mmdet - INFO - Epoch [6][4400/7330] lr: 5.133e-05, eta: 3:30:21, time: 0.277, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0367, loss_rpn_bbox: 0.0470, loss_cls: 0.2381, acc: 91.6675, loss_bbox: 0.2826, loss_mask: 0.2600, loss: 0.8644 2024-05-27 17:43:31,845 - mmdet - INFO - Epoch [6][4450/7330] lr: 5.133e-05, eta: 3:30:08, time: 0.273, data_time: 0.013, memory: 4109, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0458, loss_cls: 0.2246, acc: 92.1174, loss_bbox: 0.2736, loss_mask: 0.2595, loss: 0.8375 2024-05-27 17:43:45,593 - mmdet - INFO - Epoch [6][4500/7330] lr: 5.133e-05, eta: 3:29:54, time: 0.275, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.0479, loss_cls: 0.2218, acc: 92.0801, loss_bbox: 0.2780, loss_mask: 0.2609, loss: 0.8431 2024-05-27 17:43:59,436 - mmdet - INFO - Epoch [6][4550/7330] lr: 5.133e-05, eta: 3:29:41, time: 0.277, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0412, loss_rpn_bbox: 0.0495, loss_cls: 0.2312, acc: 91.9658, loss_bbox: 0.2770, loss_mask: 0.2582, loss: 0.8571 2024-05-27 17:44:13,087 - mmdet - INFO - Epoch [6][4600/7330] lr: 5.133e-05, eta: 3:29:28, time: 0.273, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0348, loss_rpn_bbox: 0.0444, loss_cls: 0.2269, acc: 92.1680, loss_bbox: 0.2670, loss_mask: 0.2608, loss: 0.8338 2024-05-27 17:44:33,677 - mmdet - INFO - Epoch [6][4650/7330] lr: 5.133e-05, eta: 3:29:23, time: 0.412, data_time: 0.155, memory: 4109, loss_rpn_cls: 0.0366, loss_rpn_bbox: 0.0480, loss_cls: 0.2299, acc: 91.9600, loss_bbox: 0.2744, loss_mask: 0.2597, loss: 0.8486 2024-05-27 17:44:47,193 - mmdet - INFO - Epoch [6][4700/7330] lr: 5.133e-05, eta: 3:29:09, time: 0.270, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0465, loss_cls: 0.2300, acc: 91.9629, loss_bbox: 0.2720, loss_mask: 0.2558, loss: 0.8378 2024-05-27 17:45:00,616 - mmdet - INFO - Epoch [6][4750/7330] lr: 5.133e-05, eta: 3:28:56, time: 0.268, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0389, loss_rpn_bbox: 0.0474, loss_cls: 0.2364, acc: 91.9802, loss_bbox: 0.2741, loss_mask: 0.2553, loss: 0.8522 2024-05-27 17:45:14,195 - mmdet - INFO - Epoch [6][4800/7330] lr: 5.133e-05, eta: 3:28:43, time: 0.272, data_time: 0.017, memory: 4109, loss_rpn_cls: 0.0342, loss_rpn_bbox: 0.0482, loss_cls: 0.2327, acc: 91.9224, loss_bbox: 0.2792, loss_mask: 0.2549, loss: 0.8493 2024-05-27 17:45:27,773 - mmdet - INFO - Epoch [6][4850/7330] lr: 5.133e-05, eta: 3:28:29, time: 0.272, data_time: 0.013, memory: 4109, loss_rpn_cls: 0.0352, loss_rpn_bbox: 0.0459, loss_cls: 0.2162, acc: 92.4167, loss_bbox: 0.2659, loss_mask: 0.2495, loss: 0.8126 2024-05-27 17:45:41,358 - mmdet - INFO - Epoch [6][4900/7330] lr: 5.133e-05, eta: 3:28:16, time: 0.272, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0365, loss_rpn_bbox: 0.0472, loss_cls: 0.2294, acc: 91.8772, loss_bbox: 0.2761, loss_mask: 0.2566, loss: 0.8459 2024-05-27 17:45:54,871 - mmdet - INFO - Epoch [6][4950/7330] lr: 5.133e-05, eta: 3:28:03, time: 0.270, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0449, loss_cls: 0.2212, acc: 92.3728, loss_bbox: 0.2705, loss_mask: 0.2516, loss: 0.8224 2024-05-27 17:46:08,424 - mmdet - INFO - Epoch [6][5000/7330] lr: 5.133e-05, eta: 3:27:49, time: 0.271, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0366, loss_rpn_bbox: 0.0470, loss_cls: 0.2342, acc: 91.8994, loss_bbox: 0.2763, loss_mask: 0.2612, loss: 0.8553 2024-05-27 17:46:21,950 - mmdet - INFO - Epoch [6][5050/7330] lr: 5.133e-05, eta: 3:27:36, time: 0.271, data_time: 0.013, memory: 4109, loss_rpn_cls: 0.0361, loss_rpn_bbox: 0.0454, loss_cls: 0.2367, acc: 91.7024, loss_bbox: 0.2808, loss_mask: 0.2572, loss: 0.8562 2024-05-27 17:46:35,350 - mmdet - INFO - Epoch [6][5100/7330] lr: 5.133e-05, eta: 3:27:22, time: 0.268, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0361, loss_rpn_bbox: 0.0472, loss_cls: 0.2306, acc: 91.9141, loss_bbox: 0.2738, loss_mask: 0.2602, loss: 0.8480 2024-05-27 17:46:48,866 - mmdet - INFO - Epoch [6][5150/7330] lr: 5.133e-05, eta: 3:27:09, time: 0.270, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0435, loss_cls: 0.2238, acc: 91.9692, loss_bbox: 0.2708, loss_mask: 0.2629, loss: 0.8349 2024-05-27 17:47:02,157 - mmdet - INFO - Epoch [6][5200/7330] lr: 5.133e-05, eta: 3:26:55, time: 0.266, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0366, loss_rpn_bbox: 0.0455, loss_cls: 0.2158, acc: 92.4456, loss_bbox: 0.2622, loss_mask: 0.2531, loss: 0.8131 2024-05-27 17:47:15,687 - mmdet - INFO - Epoch [6][5250/7330] lr: 5.133e-05, eta: 3:26:42, time: 0.271, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0367, loss_rpn_bbox: 0.0457, loss_cls: 0.2215, acc: 92.3433, loss_bbox: 0.2652, loss_mask: 0.2529, loss: 0.8220 2024-05-27 17:47:29,156 - mmdet - INFO - Epoch [6][5300/7330] lr: 5.133e-05, eta: 3:26:28, time: 0.269, data_time: 0.013, memory: 4109, loss_rpn_cls: 0.0371, loss_rpn_bbox: 0.0460, loss_cls: 0.2210, acc: 92.3547, loss_bbox: 0.2688, loss_mask: 0.2586, loss: 0.8315 2024-05-27 17:47:42,623 - mmdet - INFO - Exp name: mask_rcnn_deit_vit_b_fpn_1x_coco_bs16.py 2024-05-27 17:47:42,623 - mmdet - INFO - Epoch [6][5350/7330] lr: 5.133e-05, eta: 3:26:15, time: 0.269, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0464, loss_cls: 0.2179, acc: 92.2981, loss_bbox: 0.2692, loss_mask: 0.2595, loss: 0.8253 2024-05-27 17:47:56,131 - mmdet - INFO - Epoch [6][5400/7330] lr: 5.133e-05, eta: 3:26:01, time: 0.270, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0358, loss_rpn_bbox: 0.0470, loss_cls: 0.2187, acc: 92.3140, loss_bbox: 0.2626, loss_mask: 0.2580, loss: 0.8221 2024-05-27 17:48:09,591 - mmdet - INFO - Epoch [6][5450/7330] lr: 5.133e-05, eta: 3:25:48, time: 0.269, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0467, loss_cls: 0.2219, acc: 92.1594, loss_bbox: 0.2769, loss_mask: 0.2589, loss: 0.8371 2024-05-27 17:48:22,987 - mmdet - INFO - Epoch [6][5500/7330] lr: 5.133e-05, eta: 3:25:34, time: 0.268, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0420, loss_cls: 0.2164, acc: 92.3621, loss_bbox: 0.2604, loss_mask: 0.2521, loss: 0.8025 2024-05-27 17:48:36,573 - mmdet - INFO - Epoch [6][5550/7330] lr: 5.133e-05, eta: 3:25:21, time: 0.272, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0351, loss_rpn_bbox: 0.0459, loss_cls: 0.2268, acc: 92.1074, loss_bbox: 0.2728, loss_mask: 0.2540, loss: 0.8346 2024-05-27 17:48:50,167 - mmdet - INFO - Epoch [6][5600/7330] lr: 5.133e-05, eta: 3:25:08, time: 0.272, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0351, loss_rpn_bbox: 0.0465, loss_cls: 0.2221, acc: 92.2424, loss_bbox: 0.2677, loss_mask: 0.2614, loss: 0.8330 2024-05-27 17:49:03,751 - mmdet - INFO - Epoch [6][5650/7330] lr: 5.133e-05, eta: 3:24:54, time: 0.272, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0350, loss_rpn_bbox: 0.0461, loss_cls: 0.2253, acc: 92.0530, loss_bbox: 0.2721, loss_mask: 0.2656, loss: 0.8441 2024-05-27 17:49:17,186 - mmdet - INFO - Epoch [6][5700/7330] lr: 5.133e-05, eta: 3:24:41, time: 0.269, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0459, loss_cls: 0.2194, acc: 92.3293, loss_bbox: 0.2709, loss_mask: 0.2601, loss: 0.8287 2024-05-27 17:49:30,773 - mmdet - INFO - Epoch [6][5750/7330] lr: 5.133e-05, eta: 3:24:28, time: 0.272, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0466, loss_cls: 0.2265, acc: 92.1499, loss_bbox: 0.2705, loss_mask: 0.2588, loss: 0.8362 2024-05-27 17:49:44,451 - mmdet - INFO - Epoch [6][5800/7330] lr: 5.133e-05, eta: 3:24:14, time: 0.274, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0356, loss_rpn_bbox: 0.0488, loss_cls: 0.2293, acc: 91.9609, loss_bbox: 0.2763, loss_mask: 0.2571, loss: 0.8470 2024-05-27 17:49:57,900 - mmdet - INFO - Epoch [6][5850/7330] lr: 5.133e-05, eta: 3:24:01, time: 0.269, data_time: 0.012, memory: 4109, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0431, loss_cls: 0.2128, acc: 92.5540, loss_bbox: 0.2553, loss_mask: 0.2522, loss: 0.7962 2024-05-27 17:50:11,613 - mmdet - INFO - Epoch [6][5900/7330] lr: 5.133e-05, eta: 3:23:48, time: 0.274, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0346, loss_rpn_bbox: 0.0455, loss_cls: 0.2270, acc: 91.9788, loss_bbox: 0.2803, loss_mask: 0.2540, loss: 0.8414 2024-05-27 17:50:25,156 - mmdet - INFO - Epoch [6][5950/7330] lr: 5.133e-05, eta: 3:23:34, time: 0.271, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0346, loss_rpn_bbox: 0.0437, loss_cls: 0.2288, acc: 91.9702, loss_bbox: 0.2707, loss_mask: 0.2556, loss: 0.8335 2024-05-27 17:50:38,496 - mmdet - INFO - Epoch [6][6000/7330] lr: 5.133e-05, eta: 3:23:21, time: 0.267, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0456, loss_cls: 0.2314, acc: 92.1089, loss_bbox: 0.2651, loss_mask: 0.2613, loss: 0.8359 2024-05-27 17:50:52,112 - mmdet - INFO - Epoch [6][6050/7330] lr: 5.133e-05, eta: 3:23:07, time: 0.272, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0366, loss_rpn_bbox: 0.0495, loss_cls: 0.2370, acc: 91.6938, loss_bbox: 0.2871, loss_mask: 0.2681, loss: 0.8783 2024-05-27 17:51:05,626 - mmdet - INFO - Epoch [6][6100/7330] lr: 5.133e-05, eta: 3:22:54, time: 0.270, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0458, loss_cls: 0.2191, acc: 92.4490, loss_bbox: 0.2641, loss_mask: 0.2566, loss: 0.8181 2024-05-27 17:51:19,087 - mmdet - INFO - Epoch [6][6150/7330] lr: 5.133e-05, eta: 3:22:41, time: 0.269, data_time: 0.020, memory: 4109, loss_rpn_cls: 0.0358, loss_rpn_bbox: 0.0461, loss_cls: 0.2213, acc: 92.2009, loss_bbox: 0.2670, loss_mask: 0.2561, loss: 0.8263 2024-05-27 17:51:32,674 - mmdet - INFO - Epoch [6][6200/7330] lr: 5.133e-05, eta: 3:22:27, time: 0.272, data_time: 0.018, memory: 4109, loss_rpn_cls: 0.0399, loss_rpn_bbox: 0.0501, loss_cls: 0.2334, acc: 91.9333, loss_bbox: 0.2780, loss_mask: 0.2675, loss: 0.8690 2024-05-27 17:51:46,140 - mmdet - INFO - Epoch [6][6250/7330] lr: 5.133e-05, eta: 3:22:14, time: 0.269, data_time: 0.013, memory: 4109, loss_rpn_cls: 0.0346, loss_rpn_bbox: 0.0461, loss_cls: 0.2251, acc: 92.0635, loss_bbox: 0.2741, loss_mask: 0.2575, loss: 0.8375 2024-05-27 17:51:59,659 - mmdet - INFO - Epoch [6][6300/7330] lr: 5.133e-05, eta: 3:22:00, time: 0.270, data_time: 0.017, memory: 4109, loss_rpn_cls: 0.0350, loss_rpn_bbox: 0.0460, loss_cls: 0.2188, acc: 92.3081, loss_bbox: 0.2636, loss_mask: 0.2537, loss: 0.8170 2024-05-27 17:52:12,985 - mmdet - INFO - Exp name: mask_rcnn_deit_vit_b_fpn_1x_coco_bs16.py 2024-05-27 17:52:12,986 - mmdet - INFO - Epoch [6][6350/7330] lr: 5.133e-05, eta: 3:21:47, time: 0.266, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0346, loss_rpn_bbox: 0.0475, loss_cls: 0.2104, acc: 92.5657, loss_bbox: 0.2603, loss_mask: 0.2498, loss: 0.8026 2024-05-27 17:52:26,506 - mmdet - INFO - Epoch [6][6400/7330] lr: 5.133e-05, eta: 3:21:33, time: 0.270, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0372, loss_rpn_bbox: 0.0502, loss_cls: 0.2265, acc: 92.0071, loss_bbox: 0.2764, loss_mask: 0.2570, loss: 0.8475 2024-05-27 17:52:40,055 - mmdet - INFO - Epoch [6][6450/7330] lr: 5.133e-05, eta: 3:21:20, time: 0.271, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0382, loss_rpn_bbox: 0.0460, loss_cls: 0.2264, acc: 92.1685, loss_bbox: 0.2658, loss_mask: 0.2565, loss: 0.8329 2024-05-27 17:52:53,674 - mmdet - INFO - Epoch [6][6500/7330] lr: 5.133e-05, eta: 3:21:07, time: 0.272, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0385, loss_rpn_bbox: 0.0497, loss_cls: 0.2366, acc: 91.6780, loss_bbox: 0.2785, loss_mask: 0.2653, loss: 0.8686 2024-05-27 17:53:07,219 - mmdet - INFO - Epoch [6][6550/7330] lr: 5.133e-05, eta: 3:20:53, time: 0.271, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0366, loss_rpn_bbox: 0.0482, loss_cls: 0.2306, acc: 91.9983, loss_bbox: 0.2713, loss_mask: 0.2590, loss: 0.8456 2024-05-27 17:53:20,587 - mmdet - INFO - Epoch [6][6600/7330] lr: 5.133e-05, eta: 3:20:40, time: 0.267, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0446, loss_cls: 0.2260, acc: 92.2966, loss_bbox: 0.2651, loss_mask: 0.2599, loss: 0.8296 2024-05-27 17:53:34,122 - mmdet - INFO - Epoch [6][6650/7330] lr: 5.133e-05, eta: 3:20:26, time: 0.271, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0379, loss_rpn_bbox: 0.0475, loss_cls: 0.2192, acc: 92.2849, loss_bbox: 0.2685, loss_mask: 0.2559, loss: 0.8291 2024-05-27 17:53:47,781 - mmdet - INFO - Epoch [6][6700/7330] lr: 5.133e-05, eta: 3:20:13, time: 0.273, data_time: 0.013, memory: 4109, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0439, loss_cls: 0.2184, acc: 92.3252, loss_bbox: 0.2645, loss_mask: 0.2543, loss: 0.8135 2024-05-27 17:54:01,385 - mmdet - INFO - Epoch [6][6750/7330] lr: 5.133e-05, eta: 3:20:00, time: 0.272, data_time: 0.013, memory: 4109, loss_rpn_cls: 0.0366, loss_rpn_bbox: 0.0454, loss_cls: 0.2212, acc: 92.3191, loss_bbox: 0.2696, loss_mask: 0.2547, loss: 0.8276 2024-05-27 17:54:14,934 - mmdet - INFO - Epoch [6][6800/7330] lr: 5.133e-05, eta: 3:19:46, time: 0.271, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0462, loss_cls: 0.2328, acc: 91.9470, loss_bbox: 0.2766, loss_mask: 0.2561, loss: 0.8464 2024-05-27 17:54:28,620 - mmdet - INFO - Epoch [6][6850/7330] lr: 5.133e-05, eta: 3:19:33, time: 0.274, data_time: 0.017, memory: 4109, loss_rpn_cls: 0.0368, loss_rpn_bbox: 0.0493, loss_cls: 0.2377, acc: 91.8364, loss_bbox: 0.2763, loss_mask: 0.2622, loss: 0.8623 2024-05-27 17:54:42,122 - mmdet - INFO - Epoch [6][6900/7330] lr: 5.133e-05, eta: 3:19:20, time: 0.270, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0364, loss_rpn_bbox: 0.0476, loss_cls: 0.2342, acc: 92.0725, loss_bbox: 0.2687, loss_mask: 0.2575, loss: 0.8445 2024-05-27 17:54:55,672 - mmdet - INFO - Epoch [6][6950/7330] lr: 5.133e-05, eta: 3:19:06, time: 0.271, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0355, loss_rpn_bbox: 0.0472, loss_cls: 0.2291, acc: 92.0552, loss_bbox: 0.2754, loss_mask: 0.2574, loss: 0.8445 2024-05-27 17:55:09,087 - mmdet - INFO - Epoch [6][7000/7330] lr: 5.133e-05, eta: 3:18:53, time: 0.268, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0466, loss_cls: 0.2269, acc: 92.1431, loss_bbox: 0.2697, loss_mask: 0.2539, loss: 0.8309 2024-05-27 17:55:22,522 - mmdet - INFO - Epoch [6][7050/7330] lr: 5.133e-05, eta: 3:18:39, time: 0.269, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0367, loss_rpn_bbox: 0.0459, loss_cls: 0.2283, acc: 92.0012, loss_bbox: 0.2711, loss_mask: 0.2592, loss: 0.8411 2024-05-27 17:55:35,891 - mmdet - INFO - Epoch [6][7100/7330] lr: 5.133e-05, eta: 3:18:26, time: 0.267, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0356, loss_rpn_bbox: 0.0459, loss_cls: 0.2216, acc: 92.2246, loss_bbox: 0.2659, loss_mask: 0.2561, loss: 0.8251 2024-05-27 17:55:49,389 - mmdet - INFO - Epoch [6][7150/7330] lr: 5.133e-05, eta: 3:18:12, time: 0.270, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0445, loss_cls: 0.2249, acc: 92.2751, loss_bbox: 0.2710, loss_mask: 0.2536, loss: 0.8266 2024-05-27 17:56:02,976 - mmdet - INFO - Epoch [6][7200/7330] lr: 5.133e-05, eta: 3:17:59, time: 0.272, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0352, loss_rpn_bbox: 0.0465, loss_cls: 0.2266, acc: 92.1455, loss_bbox: 0.2730, loss_mask: 0.2502, loss: 0.8314 2024-05-27 17:56:16,457 - mmdet - INFO - Epoch [6][7250/7330] lr: 5.133e-05, eta: 3:17:46, time: 0.270, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0361, loss_rpn_bbox: 0.0460, loss_cls: 0.2379, acc: 92.0300, loss_bbox: 0.2686, loss_mask: 0.2585, loss: 0.8472 2024-05-27 17:56:29,918 - mmdet - INFO - Epoch [6][7300/7330] lr: 5.133e-05, eta: 3:17:32, time: 0.269, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0354, loss_rpn_bbox: 0.0465, loss_cls: 0.2298, acc: 92.1245, loss_bbox: 0.2668, loss_mask: 0.2560, loss: 0.8344 2024-05-27 17:56:38,770 - mmdet - INFO - Saving checkpoint at 6 epochs 2024-05-27 17:57:27,585 - mmdet - INFO - Evaluating bbox... 2024-05-27 17:57:55,024 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.376 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.621 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.402 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 ] = 0.415 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.513 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 ] = 0.305 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.557 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.672 2024-05-27 17:57:55,024 - mmdet - INFO - Evaluating segm... 2024-05-27 17:58:24,342 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.357 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.587 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.371 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.152 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.392 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.560 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.480 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.480 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.480 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.262 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.538 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.672 2024-05-27 17:58:24,825 - mmdet - INFO - Exp name: mask_rcnn_deit_vit_b_fpn_1x_coco_bs16.py 2024-05-27 17:58:24,825 - mmdet - INFO - Epoch(val) [6][625] bbox_mAP: 0.3760, bbox_mAP_50: 0.6210, bbox_mAP_75: 0.4020, bbox_mAP_s: 0.2130, bbox_mAP_m: 0.4150, bbox_mAP_l: 0.5130, bbox_mAP_copypaste: 0.376 0.621 0.402 0.213 0.415 0.513, segm_mAP: 0.3570, segm_mAP_50: 0.5870, segm_mAP_75: 0.3710, segm_mAP_s: 0.1520, segm_mAP_m: 0.3920, segm_mAP_l: 0.5600, segm_mAP_copypaste: 0.357 0.587 0.371 0.152 0.392 0.560 2024-05-27 17:58:44,405 - mmdet - INFO - Epoch [7][50/7330] lr: 5.133e-05, eta: 3:17:09, time: 0.391, data_time: 0.084, memory: 4109, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0474, loss_cls: 0.2218, acc: 92.1401, loss_bbox: 0.2712, loss_mask: 0.2503, loss: 0.8250 2024-05-27 17:58:57,907 - mmdet - INFO - Epoch [7][100/7330] lr: 5.133e-05, eta: 3:16:55, time: 0.270, data_time: 0.013, memory: 4109, loss_rpn_cls: 0.0341, loss_rpn_bbox: 0.0451, loss_cls: 0.2103, acc: 92.6597, loss_bbox: 0.2561, loss_mask: 0.2502, loss: 0.7959 2024-05-27 17:59:11,545 - mmdet - INFO - Epoch [7][150/7330] lr: 5.133e-05, eta: 3:16:42, time: 0.273, data_time: 0.017, memory: 4109, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0486, loss_cls: 0.2185, acc: 92.1101, loss_bbox: 0.2708, loss_mask: 0.2508, loss: 0.8208 2024-05-27 17:59:25,158 - mmdet - INFO - Epoch [7][200/7330] lr: 5.133e-05, eta: 3:16:29, time: 0.272, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0454, loss_cls: 0.2106, acc: 92.5059, loss_bbox: 0.2643, loss_mask: 0.2574, loss: 0.8108 2024-05-27 17:59:38,596 - mmdet - INFO - Epoch [7][250/7330] lr: 5.133e-05, eta: 3:16:15, time: 0.269, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0440, loss_cls: 0.2146, acc: 92.4084, loss_bbox: 0.2634, loss_mask: 0.2508, loss: 0.8038 2024-05-27 17:59:52,206 - mmdet - INFO - Epoch [7][300/7330] lr: 5.133e-05, eta: 3:16:02, time: 0.272, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0453, loss_cls: 0.2248, acc: 92.0781, loss_bbox: 0.2733, loss_mask: 0.2551, loss: 0.8311 2024-05-27 18:00:05,837 - mmdet - INFO - Epoch [7][350/7330] lr: 5.133e-05, eta: 3:15:48, time: 0.273, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0468, loss_cls: 0.2139, acc: 92.2681, loss_bbox: 0.2723, loss_mask: 0.2562, loss: 0.8194 2024-05-27 18:00:19,412 - mmdet - INFO - Epoch [7][400/7330] lr: 5.133e-05, eta: 3:15:35, time: 0.271, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0341, loss_rpn_bbox: 0.0461, loss_cls: 0.2157, acc: 92.3040, loss_bbox: 0.2685, loss_mask: 0.2497, loss: 0.8140 2024-05-27 18:00:32,971 - mmdet - INFO - Epoch [7][450/7330] lr: 5.133e-05, eta: 3:15:22, time: 0.271, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0471, loss_cls: 0.2198, acc: 92.1814, loss_bbox: 0.2712, loss_mask: 0.2529, loss: 0.8220 2024-05-27 18:00:46,496 - mmdet - INFO - Epoch [7][500/7330] lr: 5.133e-05, eta: 3:15:08, time: 0.271, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0444, loss_cls: 0.2058, acc: 92.5938, loss_bbox: 0.2587, loss_mask: 0.2436, loss: 0.7839 2024-05-27 18:00:59,893 - mmdet - INFO - Epoch [7][550/7330] lr: 5.133e-05, eta: 3:14:55, time: 0.268, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0474, loss_cls: 0.2173, acc: 92.4143, loss_bbox: 0.2652, loss_mask: 0.2505, loss: 0.8139 2024-05-27 18:01:13,511 - mmdet - INFO - Epoch [7][600/7330] lr: 5.133e-05, eta: 3:14:41, time: 0.272, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0354, loss_rpn_bbox: 0.0488, loss_cls: 0.2232, acc: 92.0098, loss_bbox: 0.2826, loss_mask: 0.2515, loss: 0.8414 2024-05-27 18:01:27,087 - mmdet - INFO - Epoch [7][650/7330] lr: 5.133e-05, eta: 3:14:28, time: 0.272, data_time: 0.017, memory: 4109, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0485, loss_cls: 0.2219, acc: 92.1851, loss_bbox: 0.2743, loss_mask: 0.2529, loss: 0.8302 2024-05-27 18:01:40,485 - mmdet - INFO - Epoch [7][700/7330] lr: 5.133e-05, eta: 3:14:15, time: 0.268, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0387, loss_rpn_bbox: 0.0488, loss_cls: 0.2215, acc: 92.2363, loss_bbox: 0.2701, loss_mask: 0.2616, loss: 0.8407 2024-05-27 18:01:53,933 - mmdet - INFO - Epoch [7][750/7330] lr: 5.133e-05, eta: 3:14:01, time: 0.269, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0427, loss_cls: 0.2041, acc: 92.5969, loss_bbox: 0.2583, loss_mask: 0.2493, loss: 0.7854 2024-05-27 18:02:07,460 - mmdet - INFO - Epoch [7][800/7330] lr: 5.133e-05, eta: 3:13:48, time: 0.271, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0448, loss_cls: 0.2159, acc: 92.2502, loss_bbox: 0.2718, loss_mask: 0.2602, loss: 0.8265 2024-05-27 18:02:21,003 - mmdet - INFO - Epoch [7][850/7330] lr: 5.133e-05, eta: 3:13:34, time: 0.271, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0449, loss_cls: 0.2157, acc: 92.3325, loss_bbox: 0.2621, loss_mask: 0.2510, loss: 0.8060 2024-05-27 18:02:34,434 - mmdet - INFO - Epoch [7][900/7330] lr: 5.133e-05, eta: 3:13:21, time: 0.269, data_time: 0.012, memory: 4109, loss_rpn_cls: 0.0342, loss_rpn_bbox: 0.0444, loss_cls: 0.2106, acc: 92.5959, loss_bbox: 0.2544, loss_mask: 0.2517, loss: 0.7953 2024-05-27 18:02:48,030 - mmdet - INFO - Epoch [7][950/7330] lr: 5.133e-05, eta: 3:13:07, time: 0.272, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0468, loss_cls: 0.2217, acc: 92.0427, loss_bbox: 0.2728, loss_mask: 0.2483, loss: 0.8223 2024-05-27 18:03:01,512 - mmdet - INFO - Epoch [7][1000/7330] lr: 5.133e-05, eta: 3:12:54, time: 0.270, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0370, loss_rpn_bbox: 0.0473, loss_cls: 0.2096, acc: 92.4963, loss_bbox: 0.2659, loss_mask: 0.2542, loss: 0.8140 2024-05-27 18:03:15,143 - mmdet - INFO - Epoch [7][1050/7330] lr: 5.133e-05, eta: 3:12:41, time: 0.273, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0466, loss_cls: 0.2263, acc: 92.0161, loss_bbox: 0.2728, loss_mask: 0.2529, loss: 0.8320 2024-05-27 18:03:28,625 - mmdet - INFO - Epoch [7][1100/7330] lr: 5.133e-05, eta: 3:12:27, time: 0.270, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0350, loss_rpn_bbox: 0.0471, loss_cls: 0.2227, acc: 92.1357, loss_bbox: 0.2711, loss_mask: 0.2515, loss: 0.8274 2024-05-27 18:03:42,270 - mmdet - INFO - Epoch [7][1150/7330] lr: 5.133e-05, eta: 3:12:14, time: 0.273, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0472, loss_cls: 0.2098, acc: 92.6697, loss_bbox: 0.2608, loss_mask: 0.2517, loss: 0.8031 2024-05-27 18:03:55,890 - mmdet - INFO - Epoch [7][1200/7330] lr: 5.133e-05, eta: 3:12:01, time: 0.272, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0469, loss_cls: 0.2237, acc: 92.0400, loss_bbox: 0.2758, loss_mask: 0.2579, loss: 0.8390 2024-05-27 18:04:09,336 - mmdet - INFO - Epoch [7][1250/7330] lr: 5.133e-05, eta: 3:11:47, time: 0.269, data_time: 0.017, memory: 4109, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0458, loss_cls: 0.2121, acc: 92.4883, loss_bbox: 0.2614, loss_mask: 0.2483, loss: 0.8011 2024-05-27 18:04:22,773 - mmdet - INFO - Epoch [7][1300/7330] lr: 5.133e-05, eta: 3:11:34, time: 0.269, data_time: 0.013, memory: 4109, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0408, loss_cls: 0.2107, acc: 92.6599, loss_bbox: 0.2552, loss_mask: 0.2441, loss: 0.7833 2024-05-27 18:04:36,355 - mmdet - INFO - Epoch [7][1350/7330] lr: 5.133e-05, eta: 3:11:20, time: 0.272, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0448, loss_cls: 0.2123, acc: 92.3464, loss_bbox: 0.2691, loss_mask: 0.2486, loss: 0.8051 2024-05-27 18:04:49,822 - mmdet - INFO - Epoch [7][1400/7330] lr: 5.133e-05, eta: 3:11:07, time: 0.269, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0382, loss_rpn_bbox: 0.0483, loss_cls: 0.2275, acc: 92.0964, loss_bbox: 0.2743, loss_mask: 0.2551, loss: 0.8434 2024-05-27 18:05:03,304 - mmdet - INFO - Epoch [7][1450/7330] lr: 5.133e-05, eta: 3:10:53, time: 0.270, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0355, loss_rpn_bbox: 0.0472, loss_cls: 0.2251, acc: 92.1609, loss_bbox: 0.2689, loss_mask: 0.2522, loss: 0.8289 2024-05-27 18:05:17,083 - mmdet - INFO - Epoch [7][1500/7330] lr: 5.133e-05, eta: 3:10:40, time: 0.276, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0471, loss_cls: 0.2189, acc: 92.1521, loss_bbox: 0.2698, loss_mask: 0.2520, loss: 0.8203 2024-05-27 18:05:30,461 - mmdet - INFO - Epoch [7][1550/7330] lr: 5.133e-05, eta: 3:10:27, time: 0.268, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0451, loss_cls: 0.1959, acc: 92.8982, loss_bbox: 0.2482, loss_mask: 0.2453, loss: 0.7665 2024-05-27 18:05:44,107 - mmdet - INFO - Epoch [7][1600/7330] lr: 5.133e-05, eta: 3:10:13, time: 0.273, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0464, loss_cls: 0.2241, acc: 92.1565, loss_bbox: 0.2705, loss_mask: 0.2476, loss: 0.8208 2024-05-27 18:05:57,599 - mmdet - INFO - Epoch [7][1650/7330] lr: 5.133e-05, eta: 3:10:00, time: 0.270, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0444, loss_cls: 0.2105, acc: 92.5791, loss_bbox: 0.2609, loss_mask: 0.2474, loss: 0.7952 2024-05-27 18:06:11,106 - mmdet - INFO - Epoch [7][1700/7330] lr: 5.133e-05, eta: 3:09:46, time: 0.270, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0437, loss_cls: 0.2150, acc: 92.3083, loss_bbox: 0.2670, loss_mask: 0.2479, loss: 0.8054 2024-05-27 18:06:24,624 - mmdet - INFO - Epoch [7][1750/7330] lr: 5.133e-05, eta: 3:09:33, time: 0.270, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0460, loss_cls: 0.2167, acc: 92.2832, loss_bbox: 0.2681, loss_mask: 0.2545, loss: 0.8186 2024-05-27 18:06:38,137 - mmdet - INFO - Epoch [7][1800/7330] lr: 5.133e-05, eta: 3:09:20, time: 0.270, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0414, loss_cls: 0.2006, acc: 92.8467, loss_bbox: 0.2477, loss_mask: 0.2495, loss: 0.7715 2024-05-27 18:06:51,906 - mmdet - INFO - Epoch [7][1850/7330] lr: 5.133e-05, eta: 3:09:06, time: 0.275, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0462, loss_cls: 0.2080, acc: 92.6094, loss_bbox: 0.2646, loss_mask: 0.2425, loss: 0.7937 2024-05-27 18:07:05,608 - mmdet - INFO - Epoch [7][1900/7330] lr: 5.133e-05, eta: 3:08:53, time: 0.274, data_time: 0.013, memory: 4109, loss_rpn_cls: 0.0342, loss_rpn_bbox: 0.0459, loss_cls: 0.2198, acc: 92.2715, loss_bbox: 0.2649, loss_mask: 0.2536, loss: 0.8185 2024-05-27 18:07:19,289 - mmdet - INFO - Epoch [7][1950/7330] lr: 5.133e-05, eta: 3:08:40, time: 0.274, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0455, loss_cls: 0.2136, acc: 92.3696, loss_bbox: 0.2671, loss_mask: 0.2490, loss: 0.8071 2024-05-27 18:07:33,051 - mmdet - INFO - Epoch [7][2000/7330] lr: 5.133e-05, eta: 3:08:27, time: 0.275, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0344, loss_rpn_bbox: 0.0492, loss_cls: 0.2239, acc: 92.2036, loss_bbox: 0.2692, loss_mask: 0.2526, loss: 0.8293 2024-05-27 18:07:46,641 - mmdet - INFO - Epoch [7][2050/7330] lr: 5.133e-05, eta: 3:08:13, time: 0.272, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0458, loss_cls: 0.2210, acc: 92.1741, loss_bbox: 0.2701, loss_mask: 0.2564, loss: 0.8253 2024-05-27 18:08:00,243 - mmdet - INFO - Epoch [7][2100/7330] lr: 5.133e-05, eta: 3:08:00, time: 0.272, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0371, loss_rpn_bbox: 0.0484, loss_cls: 0.2210, acc: 92.2153, loss_bbox: 0.2696, loss_mask: 0.2580, loss: 0.8341 2024-05-27 18:08:14,000 - mmdet - INFO - Epoch [7][2150/7330] lr: 5.133e-05, eta: 3:07:47, time: 0.275, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0449, loss_cls: 0.2190, acc: 92.1582, loss_bbox: 0.2717, loss_mask: 0.2574, loss: 0.8264 2024-05-27 18:08:27,535 - mmdet - INFO - Epoch [7][2200/7330] lr: 5.133e-05, eta: 3:07:33, time: 0.271, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0447, loss_cls: 0.2139, acc: 92.4949, loss_bbox: 0.2596, loss_mask: 0.2463, loss: 0.7954 2024-05-27 18:08:41,394 - mmdet - INFO - Epoch [7][2250/7330] lr: 5.133e-05, eta: 3:07:20, time: 0.277, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0342, loss_rpn_bbox: 0.0462, loss_cls: 0.2252, acc: 92.1511, loss_bbox: 0.2683, loss_mask: 0.2520, loss: 0.8259 2024-05-27 18:08:55,042 - mmdet - INFO - Epoch [7][2300/7330] lr: 5.133e-05, eta: 3:07:07, time: 0.273, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0354, loss_rpn_bbox: 0.0454, loss_cls: 0.2214, acc: 92.2122, loss_bbox: 0.2668, loss_mask: 0.2564, loss: 0.8253 2024-05-27 18:09:08,739 - mmdet - INFO - Epoch [7][2350/7330] lr: 5.133e-05, eta: 3:06:54, time: 0.274, data_time: 0.013, memory: 4109, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0430, loss_cls: 0.2249, acc: 92.1653, loss_bbox: 0.2700, loss_mask: 0.2461, loss: 0.8170 2024-05-27 18:09:22,511 - mmdet - INFO - Epoch [7][2400/7330] lr: 5.133e-05, eta: 3:06:41, time: 0.275, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0474, loss_cls: 0.2310, acc: 92.0017, loss_bbox: 0.2788, loss_mask: 0.2609, loss: 0.8513 2024-05-27 18:09:36,280 - mmdet - INFO - Epoch [7][2450/7330] lr: 5.133e-05, eta: 3:06:27, time: 0.275, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0365, loss_rpn_bbox: 0.0461, loss_cls: 0.2142, acc: 92.4841, loss_bbox: 0.2662, loss_mask: 0.2479, loss: 0.8108 2024-05-27 18:09:49,707 - mmdet - INFO - Epoch [7][2500/7330] lr: 5.133e-05, eta: 3:06:14, time: 0.269, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0441, loss_cls: 0.2098, acc: 92.5493, loss_bbox: 0.2596, loss_mask: 0.2498, loss: 0.7948 2024-05-27 18:10:03,462 - mmdet - INFO - Epoch [7][2550/7330] lr: 5.133e-05, eta: 3:06:01, time: 0.275, data_time: 0.017, memory: 4109, loss_rpn_cls: 0.0363, loss_rpn_bbox: 0.0473, loss_cls: 0.2212, acc: 92.2844, loss_bbox: 0.2665, loss_mask: 0.2573, loss: 0.8287 2024-05-27 18:10:17,121 - mmdet - INFO - Epoch [7][2600/7330] lr: 5.133e-05, eta: 3:05:47, time: 0.273, data_time: 0.018, memory: 4109, loss_rpn_cls: 0.0354, loss_rpn_bbox: 0.0489, loss_cls: 0.2168, acc: 92.2048, loss_bbox: 0.2703, loss_mask: 0.2605, loss: 0.8319 2024-05-27 18:10:30,810 - mmdet - INFO - Epoch [7][2650/7330] lr: 5.133e-05, eta: 3:05:34, time: 0.274, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0342, loss_rpn_bbox: 0.0469, loss_cls: 0.2288, acc: 92.1750, loss_bbox: 0.2702, loss_mask: 0.2601, loss: 0.8402 2024-05-27 18:10:44,413 - mmdet - INFO - Epoch [7][2700/7330] lr: 5.133e-05, eta: 3:05:21, time: 0.272, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0478, loss_cls: 0.2174, acc: 92.2778, loss_bbox: 0.2654, loss_mask: 0.2551, loss: 0.8193 2024-05-27 18:10:57,924 - mmdet - INFO - Epoch [7][2750/7330] lr: 5.133e-05, eta: 3:05:07, time: 0.270, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0454, loss_cls: 0.2196, acc: 92.3535, loss_bbox: 0.2609, loss_mask: 0.2510, loss: 0.8085 2024-05-27 18:11:11,521 - mmdet - INFO - Epoch [7][2800/7330] lr: 5.133e-05, eta: 3:04:54, time: 0.272, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0457, loss_cls: 0.2164, acc: 92.4167, loss_bbox: 0.2574, loss_mask: 0.2525, loss: 0.8058 2024-05-27 18:11:25,182 - mmdet - INFO - Epoch [7][2850/7330] lr: 5.133e-05, eta: 3:04:41, time: 0.273, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0452, loss_cls: 0.2280, acc: 92.1101, loss_bbox: 0.2707, loss_mask: 0.2562, loss: 0.8335 2024-05-27 18:11:38,904 - mmdet - INFO - Epoch [7][2900/7330] lr: 5.133e-05, eta: 3:04:27, time: 0.274, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0383, loss_rpn_bbox: 0.0482, loss_cls: 0.2318, acc: 91.7952, loss_bbox: 0.2856, loss_mask: 0.2580, loss: 0.8619 2024-05-27 18:11:52,578 - mmdet - INFO - Epoch [7][2950/7330] lr: 5.133e-05, eta: 3:04:14, time: 0.273, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0351, loss_rpn_bbox: 0.0485, loss_cls: 0.2256, acc: 91.9944, loss_bbox: 0.2723, loss_mask: 0.2627, loss: 0.8443 2024-05-27 18:12:06,287 - mmdet - INFO - Epoch [7][3000/7330] lr: 5.133e-05, eta: 3:04:01, time: 0.274, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0460, loss_cls: 0.2140, acc: 92.3394, loss_bbox: 0.2713, loss_mask: 0.2503, loss: 0.8129 2024-05-27 18:12:19,807 - mmdet - INFO - Epoch [7][3050/7330] lr: 5.133e-05, eta: 3:03:47, time: 0.270, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0444, loss_cls: 0.2119, acc: 92.5176, loss_bbox: 0.2582, loss_mask: 0.2501, loss: 0.7968 2024-05-27 18:12:33,468 - mmdet - INFO - Epoch [7][3100/7330] lr: 5.133e-05, eta: 3:03:34, time: 0.273, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0481, loss_cls: 0.2193, acc: 92.2502, loss_bbox: 0.2677, loss_mask: 0.2530, loss: 0.8222 2024-05-27 18:12:47,079 - mmdet - INFO - Epoch [7][3150/7330] lr: 5.133e-05, eta: 3:03:21, time: 0.272, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0446, loss_cls: 0.2147, acc: 92.5334, loss_bbox: 0.2597, loss_mask: 0.2501, loss: 0.8016 2024-05-27 18:13:00,622 - mmdet - INFO - Epoch [7][3200/7330] lr: 5.133e-05, eta: 3:03:07, time: 0.271, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.0459, loss_cls: 0.2242, acc: 92.0498, loss_bbox: 0.2729, loss_mask: 0.2574, loss: 0.8348 2024-05-27 18:13:14,357 - mmdet - INFO - Epoch [7][3250/7330] lr: 5.133e-05, eta: 3:02:54, time: 0.275, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0342, loss_rpn_bbox: 0.0470, loss_cls: 0.2170, acc: 92.1384, loss_bbox: 0.2700, loss_mask: 0.2566, loss: 0.8249 2024-05-27 18:13:28,005 - mmdet - INFO - Epoch [7][3300/7330] lr: 5.133e-05, eta: 3:02:41, time: 0.273, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0448, loss_cls: 0.2111, acc: 92.5422, loss_bbox: 0.2563, loss_mask: 0.2540, loss: 0.7987 2024-05-27 18:13:41,716 - mmdet - INFO - Epoch [7][3350/7330] lr: 5.133e-05, eta: 3:02:27, time: 0.274, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0346, loss_rpn_bbox: 0.0442, loss_cls: 0.2213, acc: 92.2344, loss_bbox: 0.2619, loss_mask: 0.2512, loss: 0.8132 2024-05-27 18:13:55,495 - mmdet - INFO - Epoch [7][3400/7330] lr: 5.133e-05, eta: 3:02:14, time: 0.276, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0366, loss_rpn_bbox: 0.0458, loss_cls: 0.2285, acc: 92.0425, loss_bbox: 0.2737, loss_mask: 0.2584, loss: 0.8430 2024-05-27 18:14:09,092 - mmdet - INFO - Epoch [7][3450/7330] lr: 5.133e-05, eta: 3:02:01, time: 0.272, data_time: 0.017, memory: 4109, loss_rpn_cls: 0.0357, loss_rpn_bbox: 0.0468, loss_cls: 0.2199, acc: 92.2292, loss_bbox: 0.2704, loss_mask: 0.2540, loss: 0.8268 2024-05-27 18:14:22,983 - mmdet - INFO - Epoch [7][3500/7330] lr: 5.133e-05, eta: 3:01:48, time: 0.278, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0346, loss_rpn_bbox: 0.0470, loss_cls: 0.2234, acc: 92.0950, loss_bbox: 0.2721, loss_mask: 0.2519, loss: 0.8290 2024-05-27 18:14:36,652 - mmdet - INFO - Epoch [7][3550/7330] lr: 5.133e-05, eta: 3:01:34, time: 0.273, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0451, loss_cls: 0.2210, acc: 92.2903, loss_bbox: 0.2715, loss_mask: 0.2567, loss: 0.8264 2024-05-27 18:14:50,361 - mmdet - INFO - Epoch [7][3600/7330] lr: 5.133e-05, eta: 3:01:21, time: 0.274, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0451, loss_cls: 0.2243, acc: 92.0334, loss_bbox: 0.2735, loss_mask: 0.2525, loss: 0.8286 2024-05-27 18:15:04,067 - mmdet - INFO - Epoch [7][3650/7330] lr: 5.133e-05, eta: 3:01:08, time: 0.274, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0367, loss_rpn_bbox: 0.0466, loss_cls: 0.2220, acc: 92.2454, loss_bbox: 0.2671, loss_mask: 0.2508, loss: 0.8233 2024-05-27 18:15:17,864 - mmdet - INFO - Epoch [7][3700/7330] lr: 5.133e-05, eta: 3:00:55, time: 0.276, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0479, loss_cls: 0.2219, acc: 91.9990, loss_bbox: 0.2797, loss_mask: 0.2541, loss: 0.8370 2024-05-27 18:15:31,602 - mmdet - INFO - Epoch [7][3750/7330] lr: 5.133e-05, eta: 3:00:41, time: 0.275, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0351, loss_rpn_bbox: 0.0478, loss_cls: 0.2220, acc: 92.0640, loss_bbox: 0.2767, loss_mask: 0.2637, loss: 0.8453 2024-05-27 18:15:45,275 - mmdet - INFO - Epoch [7][3800/7330] lr: 5.133e-05, eta: 3:00:28, time: 0.273, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0359, loss_rpn_bbox: 0.0463, loss_cls: 0.2226, acc: 92.3040, loss_bbox: 0.2678, loss_mask: 0.2600, loss: 0.8327 2024-05-27 18:15:58,965 - mmdet - INFO - Epoch [7][3850/7330] lr: 5.133e-05, eta: 3:00:15, time: 0.274, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0383, loss_rpn_bbox: 0.0482, loss_cls: 0.2246, acc: 92.1589, loss_bbox: 0.2674, loss_mask: 0.2557, loss: 0.8343 2024-05-27 18:16:12,749 - mmdet - INFO - Epoch [7][3900/7330] lr: 5.133e-05, eta: 3:00:02, time: 0.276, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0349, loss_rpn_bbox: 0.0494, loss_cls: 0.2213, acc: 92.1848, loss_bbox: 0.2667, loss_mask: 0.2490, loss: 0.8213 2024-05-27 18:16:26,381 - mmdet - INFO - Epoch [7][3950/7330] lr: 5.133e-05, eta: 2:59:48, time: 0.273, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0447, loss_cls: 0.2190, acc: 92.2747, loss_bbox: 0.2651, loss_mask: 0.2508, loss: 0.8110 2024-05-27 18:16:40,019 - mmdet - INFO - Epoch [7][4000/7330] lr: 5.133e-05, eta: 2:59:35, time: 0.273, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0353, loss_rpn_bbox: 0.0454, loss_cls: 0.2211, acc: 92.2466, loss_bbox: 0.2664, loss_mask: 0.2533, loss: 0.8215 2024-05-27 18:16:53,711 - mmdet - INFO - Epoch [7][4050/7330] lr: 5.133e-05, eta: 2:59:22, time: 0.274, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0436, loss_cls: 0.2217, acc: 92.1794, loss_bbox: 0.2675, loss_mask: 0.2499, loss: 0.8145 2024-05-27 18:17:07,433 - mmdet - INFO - Epoch [7][4100/7330] lr: 5.133e-05, eta: 2:59:08, time: 0.274, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0439, loss_cls: 0.2210, acc: 92.2637, loss_bbox: 0.2671, loss_mask: 0.2588, loss: 0.8235 2024-05-27 18:17:21,028 - mmdet - INFO - Epoch [7][4150/7330] lr: 5.133e-05, eta: 2:58:55, time: 0.272, data_time: 0.013, memory: 4109, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0458, loss_cls: 0.2156, acc: 92.3291, loss_bbox: 0.2629, loss_mask: 0.2537, loss: 0.8106 2024-05-27 18:17:34,656 - mmdet - INFO - Epoch [7][4200/7330] lr: 5.133e-05, eta: 2:58:42, time: 0.273, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0444, loss_cls: 0.2199, acc: 92.2769, loss_bbox: 0.2671, loss_mask: 0.2603, loss: 0.8238 2024-05-27 18:17:48,305 - mmdet - INFO - Epoch [7][4250/7330] lr: 5.133e-05, eta: 2:58:28, time: 0.273, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.0457, loss_cls: 0.2154, acc: 92.3516, loss_bbox: 0.2588, loss_mask: 0.2498, loss: 0.8041 2024-05-27 18:18:01,967 - mmdet - INFO - Epoch [7][4300/7330] lr: 5.133e-05, eta: 2:58:15, time: 0.273, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0380, loss_rpn_bbox: 0.0496, loss_cls: 0.2209, acc: 92.2515, loss_bbox: 0.2701, loss_mask: 0.2534, loss: 0.8320 2024-05-27 18:18:15,464 - mmdet - INFO - Epoch [7][4350/7330] lr: 5.133e-05, eta: 2:58:01, time: 0.270, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0465, loss_cls: 0.2061, acc: 92.6892, loss_bbox: 0.2569, loss_mask: 0.2520, loss: 0.7951 2024-05-27 18:18:29,090 - mmdet - INFO - Epoch [7][4400/7330] lr: 5.133e-05, eta: 2:57:48, time: 0.273, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0353, loss_rpn_bbox: 0.0495, loss_cls: 0.2202, acc: 92.2109, loss_bbox: 0.2713, loss_mask: 0.2579, loss: 0.8341 2024-05-27 18:18:42,784 - mmdet - INFO - Epoch [7][4450/7330] lr: 5.133e-05, eta: 2:57:35, time: 0.274, data_time: 0.018, memory: 4109, loss_rpn_cls: 0.0344, loss_rpn_bbox: 0.0466, loss_cls: 0.2244, acc: 91.9717, loss_bbox: 0.2744, loss_mask: 0.2582, loss: 0.8380 2024-05-27 18:18:56,381 - mmdet - INFO - Epoch [7][4500/7330] lr: 5.133e-05, eta: 2:57:21, time: 0.272, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0439, loss_cls: 0.2167, acc: 92.4656, loss_bbox: 0.2612, loss_mask: 0.2486, loss: 0.7999 2024-05-27 18:19:10,023 - mmdet - INFO - Epoch [7][4550/7330] lr: 5.133e-05, eta: 2:57:08, time: 0.273, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0349, loss_rpn_bbox: 0.0471, loss_cls: 0.2172, acc: 92.3289, loss_bbox: 0.2644, loss_mask: 0.2536, loss: 0.8171 2024-05-27 18:19:23,584 - mmdet - INFO - Epoch [7][4600/7330] lr: 5.133e-05, eta: 2:56:55, time: 0.271, data_time: 0.013, memory: 4109, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0441, loss_cls: 0.2169, acc: 92.3914, loss_bbox: 0.2656, loss_mask: 0.2544, loss: 0.8153 2024-05-27 18:19:37,199 - mmdet - INFO - Epoch [7][4650/7330] lr: 5.133e-05, eta: 2:56:41, time: 0.272, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0467, loss_cls: 0.2260, acc: 92.0710, loss_bbox: 0.2702, loss_mask: 0.2550, loss: 0.8314 2024-05-27 18:19:50,807 - mmdet - INFO - Epoch [7][4700/7330] lr: 5.133e-05, eta: 2:56:28, time: 0.272, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0342, loss_rpn_bbox: 0.0468, loss_cls: 0.2236, acc: 92.2974, loss_bbox: 0.2663, loss_mask: 0.2519, loss: 0.8227 2024-05-27 18:20:04,424 - mmdet - INFO - Epoch [7][4750/7330] lr: 5.133e-05, eta: 2:56:15, time: 0.272, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0346, loss_rpn_bbox: 0.0434, loss_cls: 0.2125, acc: 92.5701, loss_bbox: 0.2547, loss_mask: 0.2510, loss: 0.7964 2024-05-27 18:20:18,250 - mmdet - INFO - Epoch [7][4800/7330] lr: 5.133e-05, eta: 2:56:01, time: 0.277, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0459, loss_cls: 0.2213, acc: 92.1309, loss_bbox: 0.2698, loss_mask: 0.2534, loss: 0.8242 2024-05-27 18:20:32,086 - mmdet - INFO - Epoch [7][4850/7330] lr: 5.133e-05, eta: 2:55:48, time: 0.277, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0366, loss_rpn_bbox: 0.0493, loss_cls: 0.2358, acc: 91.7920, loss_bbox: 0.2775, loss_mask: 0.2589, loss: 0.8581 2024-05-27 18:20:45,710 - mmdet - INFO - Epoch [7][4900/7330] lr: 5.133e-05, eta: 2:55:35, time: 0.272, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0443, loss_cls: 0.2139, acc: 92.3608, loss_bbox: 0.2665, loss_mask: 0.2572, loss: 0.8121 2024-05-27 18:20:59,338 - mmdet - INFO - Epoch [7][4950/7330] lr: 5.133e-05, eta: 2:55:21, time: 0.273, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0459, loss_cls: 0.2196, acc: 92.1609, loss_bbox: 0.2681, loss_mask: 0.2503, loss: 0.8178 2024-05-27 18:21:12,929 - mmdet - INFO - Epoch [7][5000/7330] lr: 5.133e-05, eta: 2:55:08, time: 0.272, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0348, loss_rpn_bbox: 0.0453, loss_cls: 0.2127, acc: 92.4702, loss_bbox: 0.2582, loss_mask: 0.2477, loss: 0.7987 2024-05-27 18:21:26,670 - mmdet - INFO - Epoch [7][5050/7330] lr: 5.133e-05, eta: 2:54:55, time: 0.275, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0344, loss_rpn_bbox: 0.0459, loss_cls: 0.2178, acc: 92.4617, loss_bbox: 0.2642, loss_mask: 0.2449, loss: 0.8072 2024-05-27 18:21:40,284 - mmdet - INFO - Epoch [7][5100/7330] lr: 5.133e-05, eta: 2:54:41, time: 0.272, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0428, loss_cls: 0.2110, acc: 92.4705, loss_bbox: 0.2616, loss_mask: 0.2557, loss: 0.8000 2024-05-27 18:21:53,801 - mmdet - INFO - Epoch [7][5150/7330] lr: 5.133e-05, eta: 2:54:28, time: 0.270, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0403, loss_cls: 0.2064, acc: 92.6604, loss_bbox: 0.2507, loss_mask: 0.2508, loss: 0.7772 2024-05-27 18:22:07,381 - mmdet - INFO - Epoch [7][5200/7330] lr: 5.133e-05, eta: 2:54:15, time: 0.272, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0426, loss_cls: 0.2144, acc: 92.6013, loss_bbox: 0.2594, loss_mask: 0.2496, loss: 0.7977 2024-05-27 18:22:21,059 - mmdet - INFO - Epoch [7][5250/7330] lr: 5.133e-05, eta: 2:54:01, time: 0.274, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0431, loss_cls: 0.2087, acc: 92.5171, loss_bbox: 0.2576, loss_mask: 0.2470, loss: 0.7886 2024-05-27 18:22:34,817 - mmdet - INFO - Epoch [7][5300/7330] lr: 5.133e-05, eta: 2:53:48, time: 0.275, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0476, loss_cls: 0.2202, acc: 92.1438, loss_bbox: 0.2737, loss_mask: 0.2564, loss: 0.8316 2024-05-27 18:22:48,618 - mmdet - INFO - Epoch [7][5350/7330] lr: 5.133e-05, eta: 2:53:35, time: 0.276, data_time: 0.018, memory: 4109, loss_rpn_cls: 0.0370, loss_rpn_bbox: 0.0490, loss_cls: 0.2291, acc: 91.9756, loss_bbox: 0.2730, loss_mask: 0.2546, loss: 0.8427 2024-05-27 18:23:02,244 - mmdet - INFO - Epoch [7][5400/7330] lr: 5.133e-05, eta: 2:53:21, time: 0.273, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0433, loss_cls: 0.2096, acc: 92.5979, loss_bbox: 0.2587, loss_mask: 0.2458, loss: 0.7899 2024-05-27 18:23:15,888 - mmdet - INFO - Epoch [7][5450/7330] lr: 5.133e-05, eta: 2:53:08, time: 0.273, data_time: 0.017, memory: 4109, loss_rpn_cls: 0.0351, loss_rpn_bbox: 0.0457, loss_cls: 0.2159, acc: 92.2207, loss_bbox: 0.2652, loss_mask: 0.2522, loss: 0.8141 2024-05-27 18:23:29,620 - mmdet - INFO - Epoch [7][5500/7330] lr: 5.133e-05, eta: 2:52:55, time: 0.275, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0431, loss_cls: 0.2039, acc: 92.8389, loss_bbox: 0.2512, loss_mask: 0.2461, loss: 0.7759 2024-05-27 18:23:43,363 - mmdet - INFO - Epoch [7][5550/7330] lr: 5.133e-05, eta: 2:52:41, time: 0.275, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0353, loss_rpn_bbox: 0.0472, loss_cls: 0.2227, acc: 92.1584, loss_bbox: 0.2728, loss_mask: 0.2590, loss: 0.8369 2024-05-27 18:23:56,835 - mmdet - INFO - Epoch [7][5600/7330] lr: 5.133e-05, eta: 2:52:28, time: 0.269, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0344, loss_rpn_bbox: 0.0460, loss_cls: 0.2195, acc: 92.2739, loss_bbox: 0.2660, loss_mask: 0.2558, loss: 0.8217 2024-05-27 18:24:10,435 - mmdet - INFO - Epoch [7][5650/7330] lr: 5.133e-05, eta: 2:52:15, time: 0.272, data_time: 0.017, memory: 4109, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0457, loss_cls: 0.2191, acc: 92.2590, loss_bbox: 0.2649, loss_mask: 0.2536, loss: 0.8179 2024-05-27 18:24:24,061 - mmdet - INFO - Epoch [7][5700/7330] lr: 5.133e-05, eta: 2:52:01, time: 0.273, data_time: 0.013, memory: 4109, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0425, loss_cls: 0.2142, acc: 92.5229, loss_bbox: 0.2588, loss_mask: 0.2552, loss: 0.8019 2024-05-27 18:24:37,747 - mmdet - INFO - Epoch [7][5750/7330] lr: 5.133e-05, eta: 2:51:48, time: 0.274, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0356, loss_rpn_bbox: 0.0458, loss_cls: 0.2245, acc: 92.0249, loss_bbox: 0.2738, loss_mask: 0.2513, loss: 0.8310 2024-05-27 18:24:51,466 - mmdet - INFO - Epoch [7][5800/7330] lr: 5.133e-05, eta: 2:51:35, time: 0.274, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0344, loss_rpn_bbox: 0.0442, loss_cls: 0.2142, acc: 92.5488, loss_bbox: 0.2567, loss_mask: 0.2506, loss: 0.8001 2024-05-27 18:25:04,934 - mmdet - INFO - Epoch [7][5850/7330] lr: 5.133e-05, eta: 2:51:21, time: 0.269, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0459, loss_cls: 0.2102, acc: 92.5483, loss_bbox: 0.2553, loss_mask: 0.2432, loss: 0.7875 2024-05-27 18:25:18,525 - mmdet - INFO - Epoch [7][5900/7330] lr: 5.133e-05, eta: 2:51:08, time: 0.272, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0471, loss_cls: 0.2077, acc: 92.7512, loss_bbox: 0.2537, loss_mask: 0.2489, loss: 0.7912 2024-05-27 18:25:32,237 - mmdet - INFO - Epoch [7][5950/7330] lr: 5.133e-05, eta: 2:50:54, time: 0.274, data_time: 0.017, memory: 4109, loss_rpn_cls: 0.0346, loss_rpn_bbox: 0.0454, loss_cls: 0.2207, acc: 92.2927, loss_bbox: 0.2611, loss_mask: 0.2517, loss: 0.8135 2024-05-27 18:25:46,028 - mmdet - INFO - Epoch [7][6000/7330] lr: 5.133e-05, eta: 2:50:41, time: 0.276, data_time: 0.013, memory: 4109, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0457, loss_cls: 0.2224, acc: 92.2007, loss_bbox: 0.2708, loss_mask: 0.2445, loss: 0.8176 2024-05-27 18:25:59,678 - mmdet - INFO - Epoch [7][6050/7330] lr: 5.133e-05, eta: 2:50:28, time: 0.273, data_time: 0.017, memory: 4109, loss_rpn_cls: 0.0364, loss_rpn_bbox: 0.0464, loss_cls: 0.2243, acc: 92.2188, loss_bbox: 0.2684, loss_mask: 0.2548, loss: 0.8302 2024-05-27 18:26:13,283 - mmdet - INFO - Epoch [7][6100/7330] lr: 5.133e-05, eta: 2:50:14, time: 0.272, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0451, loss_cls: 0.2173, acc: 92.3105, loss_bbox: 0.2616, loss_mask: 0.2526, loss: 0.8097 2024-05-27 18:26:26,840 - mmdet - INFO - Epoch [7][6150/7330] lr: 5.133e-05, eta: 2:50:01, time: 0.271, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0351, loss_rpn_bbox: 0.0457, loss_cls: 0.2195, acc: 92.2871, loss_bbox: 0.2647, loss_mask: 0.2582, loss: 0.8231 2024-05-27 18:26:40,629 - mmdet - INFO - Epoch [7][6200/7330] lr: 5.133e-05, eta: 2:49:48, time: 0.276, data_time: 0.017, memory: 4109, loss_rpn_cls: 0.0354, loss_rpn_bbox: 0.0489, loss_cls: 0.2201, acc: 92.2007, loss_bbox: 0.2720, loss_mask: 0.2535, loss: 0.8300 2024-05-27 18:26:54,273 - mmdet - INFO - Epoch [7][6250/7330] lr: 5.133e-05, eta: 2:49:34, time: 0.273, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0355, loss_rpn_bbox: 0.0486, loss_cls: 0.2234, acc: 92.1753, loss_bbox: 0.2705, loss_mask: 0.2590, loss: 0.8371 2024-05-27 18:27:07,976 - mmdet - INFO - Epoch [7][6300/7330] lr: 5.133e-05, eta: 2:49:21, time: 0.274, data_time: 0.017, memory: 4109, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0479, loss_cls: 0.2227, acc: 91.9988, loss_bbox: 0.2718, loss_mask: 0.2545, loss: 0.8309 2024-05-27 18:27:21,608 - mmdet - INFO - Epoch [7][6350/7330] lr: 5.133e-05, eta: 2:49:08, time: 0.273, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0351, loss_rpn_bbox: 0.0458, loss_cls: 0.2209, acc: 92.3008, loss_bbox: 0.2645, loss_mask: 0.2559, loss: 0.8222 2024-05-27 18:27:35,398 - mmdet - INFO - Epoch [7][6400/7330] lr: 5.133e-05, eta: 2:48:54, time: 0.276, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0431, loss_cls: 0.2181, acc: 92.3999, loss_bbox: 0.2610, loss_mask: 0.2496, loss: 0.8049 2024-05-27 18:27:49,061 - mmdet - INFO - Epoch [7][6450/7330] lr: 5.133e-05, eta: 2:48:41, time: 0.273, data_time: 0.018, memory: 4109, loss_rpn_cls: 0.0360, loss_rpn_bbox: 0.0477, loss_cls: 0.2177, acc: 92.2739, loss_bbox: 0.2637, loss_mask: 0.2505, loss: 0.8156 2024-05-27 18:28:02,740 - mmdet - INFO - Epoch [7][6500/7330] lr: 5.133e-05, eta: 2:48:28, time: 0.274, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0451, loss_cls: 0.2184, acc: 92.4243, loss_bbox: 0.2593, loss_mask: 0.2481, loss: 0.8055 2024-05-27 18:28:16,546 - mmdet - INFO - Epoch [7][6550/7330] lr: 5.133e-05, eta: 2:48:14, time: 0.276, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0460, loss_cls: 0.2258, acc: 92.0320, loss_bbox: 0.2770, loss_mask: 0.2507, loss: 0.8322 2024-05-27 18:28:30,245 - mmdet - INFO - Epoch [7][6600/7330] lr: 5.133e-05, eta: 2:48:01, time: 0.274, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0384, loss_rpn_bbox: 0.0477, loss_cls: 0.2315, acc: 91.8718, loss_bbox: 0.2762, loss_mask: 0.2551, loss: 0.8490 2024-05-27 18:28:43,928 - mmdet - INFO - Epoch [7][6650/7330] lr: 5.133e-05, eta: 2:47:48, time: 0.274, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0374, loss_rpn_bbox: 0.0463, loss_cls: 0.2292, acc: 92.1101, loss_bbox: 0.2667, loss_mask: 0.2488, loss: 0.8284 2024-05-27 18:28:57,626 - mmdet - INFO - Epoch [7][6700/7330] lr: 5.133e-05, eta: 2:47:34, time: 0.274, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0392, loss_rpn_bbox: 0.0481, loss_cls: 0.2236, acc: 92.1921, loss_bbox: 0.2695, loss_mask: 0.2574, loss: 0.8378 2024-05-27 18:29:11,119 - mmdet - INFO - Epoch [7][6750/7330] lr: 5.133e-05, eta: 2:47:21, time: 0.270, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0359, loss_rpn_bbox: 0.0445, loss_cls: 0.2099, acc: 92.6550, loss_bbox: 0.2562, loss_mask: 0.2508, loss: 0.7973 2024-05-27 18:29:24,676 - mmdet - INFO - Epoch [7][6800/7330] lr: 5.133e-05, eta: 2:47:08, time: 0.271, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0439, loss_cls: 0.2042, acc: 92.7483, loss_bbox: 0.2529, loss_mask: 0.2466, loss: 0.7809 2024-05-27 18:29:38,391 - mmdet - INFO - Epoch [7][6850/7330] lr: 5.133e-05, eta: 2:46:54, time: 0.274, data_time: 0.018, memory: 4109, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0422, loss_cls: 0.2101, acc: 92.5205, loss_bbox: 0.2589, loss_mask: 0.2468, loss: 0.7890 2024-05-27 18:29:52,174 - mmdet - INFO - Epoch [7][6900/7330] lr: 5.133e-05, eta: 2:46:41, time: 0.276, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0458, loss_cls: 0.2250, acc: 92.0142, loss_bbox: 0.2651, loss_mask: 0.2498, loss: 0.8196 2024-05-27 18:30:05,752 - mmdet - INFO - Epoch [7][6950/7330] lr: 5.133e-05, eta: 2:46:28, time: 0.272, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0453, loss_cls: 0.2157, acc: 92.3413, loss_bbox: 0.2663, loss_mask: 0.2520, loss: 0.8113 2024-05-27 18:30:19,266 - mmdet - INFO - Epoch [7][7000/7330] lr: 5.133e-05, eta: 2:46:14, time: 0.270, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0373, loss_rpn_bbox: 0.0489, loss_cls: 0.2216, acc: 92.2527, loss_bbox: 0.2652, loss_mask: 0.2620, loss: 0.8351 2024-05-27 18:30:32,997 - mmdet - INFO - Epoch [7][7050/7330] lr: 5.133e-05, eta: 2:46:01, time: 0.275, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0337, loss_rpn_bbox: 0.0446, loss_cls: 0.2220, acc: 92.3005, loss_bbox: 0.2618, loss_mask: 0.2534, loss: 0.8154 2024-05-27 18:30:46,592 - mmdet - INFO - Epoch [7][7100/7330] lr: 5.133e-05, eta: 2:45:47, time: 0.272, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0455, loss_cls: 0.2276, acc: 92.0569, loss_bbox: 0.2738, loss_mask: 0.2566, loss: 0.8369 2024-05-27 18:31:00,203 - mmdet - INFO - Epoch [7][7150/7330] lr: 5.133e-05, eta: 2:45:34, time: 0.272, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0440, loss_cls: 0.2139, acc: 92.4041, loss_bbox: 0.2595, loss_mask: 0.2498, loss: 0.7968 2024-05-27 18:31:13,933 - mmdet - INFO - Epoch [7][7200/7330] lr: 5.133e-05, eta: 2:45:21, time: 0.275, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0447, loss_cls: 0.2054, acc: 92.5312, loss_bbox: 0.2576, loss_mask: 0.2491, loss: 0.7908 2024-05-27 18:31:27,556 - mmdet - INFO - Epoch [7][7250/7330] lr: 5.133e-05, eta: 2:45:07, time: 0.272, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0432, loss_cls: 0.2148, acc: 92.3794, loss_bbox: 0.2597, loss_mask: 0.2502, loss: 0.8004 2024-05-27 18:31:41,110 - mmdet - INFO - Epoch [7][7300/7330] lr: 5.133e-05, eta: 2:44:54, time: 0.271, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0427, loss_cls: 0.2101, acc: 92.6238, loss_bbox: 0.2535, loss_mask: 0.2512, loss: 0.7909 2024-05-27 18:31:50,054 - mmdet - INFO - Saving checkpoint at 7 epochs 2024-05-27 18:32:40,648 - mmdet - INFO - Evaluating bbox... 2024-05-27 18:33:10,559 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.384 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.626 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.416 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.220 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.425 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.530 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.517 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.517 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.517 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.316 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.569 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.684 2024-05-27 18:33:10,559 - mmdet - INFO - Evaluating segm... 2024-05-27 18:33:40,008 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.356 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.589 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.372 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.154 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.390 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.560 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.478 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.478 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.478 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.265 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.529 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.666 2024-05-27 18:33:40,497 - mmdet - INFO - Exp name: mask_rcnn_deit_vit_b_fpn_1x_coco_bs16.py 2024-05-27 18:33:40,498 - mmdet - INFO - Epoch(val) [7][625] bbox_mAP: 0.3840, bbox_mAP_50: 0.6260, bbox_mAP_75: 0.4160, bbox_mAP_s: 0.2200, bbox_mAP_m: 0.4250, bbox_mAP_l: 0.5300, bbox_mAP_copypaste: 0.384 0.626 0.416 0.220 0.425 0.530, segm_mAP: 0.3560, segm_mAP_50: 0.5890, segm_mAP_75: 0.3720, segm_mAP_s: 0.1540, segm_mAP_m: 0.3900, segm_mAP_l: 0.5600, segm_mAP_copypaste: 0.356 0.589 0.372 0.154 0.390 0.560 2024-05-27 18:33:57,164 - mmdet - INFO - Epoch [8][50/7330] lr: 5.133e-05, eta: 2:44:29, time: 0.333, data_time: 0.080, memory: 4109, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0450, loss_cls: 0.2084, acc: 92.5210, loss_bbox: 0.2623, loss_mask: 0.2495, loss: 0.7964 2024-05-27 18:34:10,631 - mmdet - INFO - Epoch [8][100/7330] lr: 5.133e-05, eta: 2:44:15, time: 0.269, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0418, loss_cls: 0.2001, acc: 92.6846, loss_bbox: 0.2556, loss_mask: 0.2468, loss: 0.7709 2024-05-27 18:34:24,145 - mmdet - INFO - Epoch [8][150/7330] lr: 5.133e-05, eta: 2:44:02, time: 0.270, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0449, loss_cls: 0.2102, acc: 92.5217, loss_bbox: 0.2568, loss_mask: 0.2472, loss: 0.7917 2024-05-27 18:34:37,671 - mmdet - INFO - Epoch [8][200/7330] lr: 5.133e-05, eta: 2:43:48, time: 0.271, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0444, loss_cls: 0.2075, acc: 92.5415, loss_bbox: 0.2597, loss_mask: 0.2446, loss: 0.7859 2024-05-27 18:34:51,265 - mmdet - INFO - Epoch [8][250/7330] lr: 5.133e-05, eta: 2:43:35, time: 0.272, data_time: 0.013, memory: 4109, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0414, loss_cls: 0.2082, acc: 92.6501, loss_bbox: 0.2508, loss_mask: 0.2448, loss: 0.7739 2024-05-27 18:35:04,951 - mmdet - INFO - Epoch [8][300/7330] lr: 5.133e-05, eta: 2:43:22, time: 0.274, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0461, loss_cls: 0.2151, acc: 92.2271, loss_bbox: 0.2735, loss_mask: 0.2502, loss: 0.8157 2024-05-27 18:35:18,539 - mmdet - INFO - Epoch [8][350/7330] lr: 5.133e-05, eta: 2:43:08, time: 0.272, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0466, loss_cls: 0.2105, acc: 92.5823, loss_bbox: 0.2589, loss_mask: 0.2486, loss: 0.7955 2024-05-27 18:35:32,106 - mmdet - INFO - Epoch [8][400/7330] lr: 5.133e-05, eta: 2:42:55, time: 0.271, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0434, loss_cls: 0.2050, acc: 92.6860, loss_bbox: 0.2533, loss_mask: 0.2486, loss: 0.7824 2024-05-27 18:35:45,851 - mmdet - INFO - Epoch [8][450/7330] lr: 5.133e-05, eta: 2:42:41, time: 0.275, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0459, loss_cls: 0.2111, acc: 92.4253, loss_bbox: 0.2643, loss_mask: 0.2535, loss: 0.8083 2024-05-27 18:35:59,516 - mmdet - INFO - Epoch [8][500/7330] lr: 5.133e-05, eta: 2:42:28, time: 0.273, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0449, loss_cls: 0.2071, acc: 92.5728, loss_bbox: 0.2619, loss_mask: 0.2396, loss: 0.7835 2024-05-27 18:36:13,138 - mmdet - INFO - Epoch [8][550/7330] lr: 5.133e-05, eta: 2:42:15, time: 0.272, data_time: 0.018, memory: 4109, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0449, loss_cls: 0.2131, acc: 92.3386, loss_bbox: 0.2703, loss_mask: 0.2493, loss: 0.8091 2024-05-27 18:36:26,963 - mmdet - INFO - Epoch [8][600/7330] lr: 5.133e-05, eta: 2:42:01, time: 0.277, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0446, loss_cls: 0.2009, acc: 92.8940, loss_bbox: 0.2473, loss_mask: 0.2401, loss: 0.7629 2024-05-27 18:36:40,655 - mmdet - INFO - Epoch [8][650/7330] lr: 5.133e-05, eta: 2:41:48, time: 0.274, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0446, loss_cls: 0.2088, acc: 92.4263, loss_bbox: 0.2617, loss_mask: 0.2465, loss: 0.7901 2024-05-27 18:36:54,236 - mmdet - INFO - Epoch [8][700/7330] lr: 5.133e-05, eta: 2:41:35, time: 0.272, data_time: 0.013, memory: 4109, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0421, loss_cls: 0.1989, acc: 92.9299, loss_bbox: 0.2494, loss_mask: 0.2408, loss: 0.7603 2024-05-27 18:37:07,779 - mmdet - INFO - Epoch [8][750/7330] lr: 5.133e-05, eta: 2:41:21, time: 0.271, data_time: 0.013, memory: 4109, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0440, loss_cls: 0.2031, acc: 92.6663, loss_bbox: 0.2518, loss_mask: 0.2491, loss: 0.7801 2024-05-27 18:37:21,375 - mmdet - INFO - Epoch [8][800/7330] lr: 5.133e-05, eta: 2:41:08, time: 0.272, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0438, loss_cls: 0.2070, acc: 92.4346, loss_bbox: 0.2575, loss_mask: 0.2458, loss: 0.7848 2024-05-27 18:37:34,991 - mmdet - INFO - Epoch [8][850/7330] lr: 5.133e-05, eta: 2:40:54, time: 0.272, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0446, loss_cls: 0.2083, acc: 92.4287, loss_bbox: 0.2640, loss_mask: 0.2452, loss: 0.7907 2024-05-27 18:37:48,557 - mmdet - INFO - Epoch [8][900/7330] lr: 5.133e-05, eta: 2:40:41, time: 0.271, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0453, loss_cls: 0.2012, acc: 92.7866, loss_bbox: 0.2532, loss_mask: 0.2466, loss: 0.7774 2024-05-27 18:38:02,225 - mmdet - INFO - Epoch [8][950/7330] lr: 5.133e-05, eta: 2:40:28, time: 0.273, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0444, loss_cls: 0.2180, acc: 92.3435, loss_bbox: 0.2628, loss_mask: 0.2463, loss: 0.8047 2024-05-27 18:38:16,016 - mmdet - INFO - Epoch [8][1000/7330] lr: 5.133e-05, eta: 2:40:14, time: 0.276, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0466, loss_cls: 0.2137, acc: 92.2542, loss_bbox: 0.2713, loss_mask: 0.2533, loss: 0.8156 2024-05-27 18:38:29,694 - mmdet - INFO - Epoch [8][1050/7330] lr: 5.133e-05, eta: 2:40:01, time: 0.274, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0432, loss_cls: 0.2005, acc: 92.7759, loss_bbox: 0.2534, loss_mask: 0.2423, loss: 0.7696 2024-05-27 18:38:43,445 - mmdet - INFO - Epoch [8][1100/7330] lr: 5.133e-05, eta: 2:39:48, time: 0.275, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0357, loss_rpn_bbox: 0.0475, loss_cls: 0.2244, acc: 92.1243, loss_bbox: 0.2682, loss_mask: 0.2523, loss: 0.8280 2024-05-27 18:38:57,161 - mmdet - INFO - Epoch [8][1150/7330] lr: 5.133e-05, eta: 2:39:34, time: 0.274, data_time: 0.013, memory: 4109, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0441, loss_cls: 0.2125, acc: 92.4558, loss_bbox: 0.2613, loss_mask: 0.2427, loss: 0.7934 2024-05-27 18:39:10,835 - mmdet - INFO - Epoch [8][1200/7330] lr: 5.133e-05, eta: 2:39:21, time: 0.273, data_time: 0.013, memory: 4109, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0434, loss_cls: 0.2160, acc: 92.4604, loss_bbox: 0.2617, loss_mask: 0.2484, loss: 0.8003 2024-05-27 18:39:24,478 - mmdet - INFO - Epoch [8][1250/7330] lr: 5.133e-05, eta: 2:39:08, time: 0.273, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0456, loss_cls: 0.2121, acc: 92.4885, loss_bbox: 0.2618, loss_mask: 0.2461, loss: 0.7990 2024-05-27 18:39:38,200 - mmdet - INFO - Epoch [8][1300/7330] lr: 5.133e-05, eta: 2:38:54, time: 0.274, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0456, loss_cls: 0.2152, acc: 92.3286, loss_bbox: 0.2629, loss_mask: 0.2457, loss: 0.8025 2024-05-27 18:39:51,712 - mmdet - INFO - Epoch [8][1350/7330] lr: 5.133e-05, eta: 2:38:41, time: 0.270, data_time: 0.013, memory: 4109, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0445, loss_cls: 0.1998, acc: 92.8857, loss_bbox: 0.2489, loss_mask: 0.2417, loss: 0.7672 2024-05-27 18:40:05,325 - mmdet - INFO - Epoch [8][1400/7330] lr: 5.133e-05, eta: 2:38:27, time: 0.272, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0445, loss_cls: 0.2048, acc: 92.8201, loss_bbox: 0.2521, loss_mask: 0.2467, loss: 0.7808 2024-05-27 18:40:18,974 - mmdet - INFO - Epoch [8][1450/7330] lr: 5.133e-05, eta: 2:38:14, time: 0.273, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0468, loss_cls: 0.2194, acc: 92.2734, loss_bbox: 0.2677, loss_mask: 0.2587, loss: 0.8247 2024-05-27 18:40:32,602 - mmdet - INFO - Epoch [8][1500/7330] lr: 5.133e-05, eta: 2:38:01, time: 0.272, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0452, loss_cls: 0.2065, acc: 92.5540, loss_bbox: 0.2554, loss_mask: 0.2439, loss: 0.7806 2024-05-27 18:40:46,409 - mmdet - INFO - Epoch [8][1550/7330] lr: 5.133e-05, eta: 2:37:47, time: 0.276, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0463, loss_cls: 0.2170, acc: 92.1802, loss_bbox: 0.2710, loss_mask: 0.2535, loss: 0.8190 2024-05-27 18:41:00,113 - mmdet - INFO - Epoch [8][1600/7330] lr: 5.133e-05, eta: 2:37:34, time: 0.274, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0450, loss_cls: 0.2192, acc: 92.3398, loss_bbox: 0.2673, loss_mask: 0.2540, loss: 0.8193 2024-05-27 18:41:13,799 - mmdet - INFO - Epoch [8][1650/7330] lr: 5.133e-05, eta: 2:37:21, time: 0.274, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0444, loss_cls: 0.2182, acc: 92.1558, loss_bbox: 0.2723, loss_mask: 0.2547, loss: 0.8199 2024-05-27 18:41:27,473 - mmdet - INFO - Epoch [8][1700/7330] lr: 5.133e-05, eta: 2:37:07, time: 0.273, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0427, loss_cls: 0.2166, acc: 92.4055, loss_bbox: 0.2595, loss_mask: 0.2473, loss: 0.7998 2024-05-27 18:41:41,043 - mmdet - INFO - Epoch [8][1750/7330] lr: 5.133e-05, eta: 2:36:54, time: 0.271, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0455, loss_cls: 0.2151, acc: 92.4114, loss_bbox: 0.2630, loss_mask: 0.2523, loss: 0.8083 2024-05-27 18:41:54,731 - mmdet - INFO - Epoch [8][1800/7330] lr: 5.133e-05, eta: 2:36:41, time: 0.274, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0446, loss_cls: 0.2107, acc: 92.5603, loss_bbox: 0.2618, loss_mask: 0.2530, loss: 0.8034 2024-05-27 18:42:08,519 - mmdet - INFO - Epoch [8][1850/7330] lr: 5.133e-05, eta: 2:36:27, time: 0.276, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0348, loss_rpn_bbox: 0.0493, loss_cls: 0.2171, acc: 92.2297, loss_bbox: 0.2711, loss_mask: 0.2553, loss: 0.8276 2024-05-27 18:42:22,247 - mmdet - INFO - Epoch [8][1900/7330] lr: 5.133e-05, eta: 2:36:14, time: 0.275, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0447, loss_cls: 0.2126, acc: 92.4321, loss_bbox: 0.2627, loss_mask: 0.2477, loss: 0.7995 2024-05-27 18:42:36,095 - mmdet - INFO - Epoch [8][1950/7330] lr: 5.133e-05, eta: 2:36:01, time: 0.277, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0443, loss_cls: 0.2071, acc: 92.5930, loss_bbox: 0.2621, loss_mask: 0.2451, loss: 0.7886 2024-05-27 18:42:49,785 - mmdet - INFO - Epoch [8][2000/7330] lr: 5.133e-05, eta: 2:35:47, time: 0.274, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0444, loss_cls: 0.2101, acc: 92.5383, loss_bbox: 0.2640, loss_mask: 0.2477, loss: 0.7988 2024-05-27 18:43:03,413 - mmdet - INFO - Epoch [8][2050/7330] lr: 5.133e-05, eta: 2:35:34, time: 0.273, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0451, loss_cls: 0.2112, acc: 92.7092, loss_bbox: 0.2554, loss_mask: 0.2432, loss: 0.7882 2024-05-27 18:43:17,225 - mmdet - INFO - Epoch [8][2100/7330] lr: 5.133e-05, eta: 2:35:21, time: 0.276, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0472, loss_cls: 0.2189, acc: 92.2585, loss_bbox: 0.2644, loss_mask: 0.2525, loss: 0.8165 2024-05-27 18:43:31,024 - mmdet - INFO - Epoch [8][2150/7330] lr: 5.133e-05, eta: 2:35:07, time: 0.276, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0461, loss_cls: 0.2267, acc: 92.1104, loss_bbox: 0.2722, loss_mask: 0.2582, loss: 0.8366 2024-05-27 18:43:44,972 - mmdet - INFO - Epoch [8][2200/7330] lr: 5.133e-05, eta: 2:34:54, time: 0.279, data_time: 0.017, memory: 4109, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0447, loss_cls: 0.2094, acc: 92.3455, loss_bbox: 0.2666, loss_mask: 0.2514, loss: 0.8006 2024-05-27 18:43:58,804 - mmdet - INFO - Epoch [8][2250/7330] lr: 5.133e-05, eta: 2:34:41, time: 0.277, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0417, loss_cls: 0.2111, acc: 92.5671, loss_bbox: 0.2579, loss_mask: 0.2479, loss: 0.7896 2024-05-27 18:44:12,428 - mmdet - INFO - Epoch [8][2300/7330] lr: 5.133e-05, eta: 2:34:27, time: 0.272, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0450, loss_cls: 0.2143, acc: 92.3586, loss_bbox: 0.2641, loss_mask: 0.2460, loss: 0.8012 2024-05-27 18:44:26,032 - mmdet - INFO - Epoch [8][2350/7330] lr: 5.133e-05, eta: 2:34:14, time: 0.272, data_time: 0.018, memory: 4109, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0438, loss_cls: 0.2127, acc: 92.5588, loss_bbox: 0.2592, loss_mask: 0.2500, loss: 0.7980 2024-05-27 18:44:39,818 - mmdet - INFO - Epoch [8][2400/7330] lr: 5.133e-05, eta: 2:34:01, time: 0.276, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0451, loss_cls: 0.2118, acc: 92.4763, loss_bbox: 0.2604, loss_mask: 0.2488, loss: 0.7976 2024-05-27 18:44:53,366 - mmdet - INFO - Epoch [8][2450/7330] lr: 5.133e-05, eta: 2:33:47, time: 0.271, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0354, loss_rpn_bbox: 0.0477, loss_cls: 0.2127, acc: 92.5024, loss_bbox: 0.2605, loss_mask: 0.2512, loss: 0.8076 2024-05-27 18:45:07,090 - mmdet - INFO - Epoch [8][2500/7330] lr: 5.133e-05, eta: 2:33:34, time: 0.274, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0450, loss_cls: 0.2096, acc: 92.3701, loss_bbox: 0.2673, loss_mask: 0.2528, loss: 0.8060 2024-05-27 18:45:20,961 - mmdet - INFO - Epoch [8][2550/7330] lr: 5.133e-05, eta: 2:33:21, time: 0.277, data_time: 0.019, memory: 4109, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0441, loss_cls: 0.2108, acc: 92.5972, loss_bbox: 0.2543, loss_mask: 0.2445, loss: 0.7859 2024-05-27 18:45:34,556 - mmdet - INFO - Epoch [8][2600/7330] lr: 5.133e-05, eta: 2:33:07, time: 0.272, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0424, loss_cls: 0.2066, acc: 92.5234, loss_bbox: 0.2615, loss_mask: 0.2498, loss: 0.7894 2024-05-27 18:45:48,323 - mmdet - INFO - Epoch [8][2650/7330] lr: 5.133e-05, eta: 2:32:54, time: 0.275, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0455, loss_cls: 0.2111, acc: 92.3564, loss_bbox: 0.2648, loss_mask: 0.2455, loss: 0.7961 2024-05-27 18:46:02,039 - mmdet - INFO - Epoch [8][2700/7330] lr: 5.133e-05, eta: 2:32:41, time: 0.274, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0467, loss_cls: 0.2108, acc: 92.4111, loss_bbox: 0.2643, loss_mask: 0.2486, loss: 0.8026 2024-05-27 18:46:15,718 - mmdet - INFO - Epoch [8][2750/7330] lr: 5.133e-05, eta: 2:32:27, time: 0.274, data_time: 0.017, memory: 4109, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0461, loss_cls: 0.2125, acc: 92.4805, loss_bbox: 0.2571, loss_mask: 0.2457, loss: 0.7938 2024-05-27 18:46:29,500 - mmdet - INFO - Epoch [8][2800/7330] lr: 5.133e-05, eta: 2:32:14, time: 0.276, data_time: 0.013, memory: 4109, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0465, loss_cls: 0.2207, acc: 92.1565, loss_bbox: 0.2733, loss_mask: 0.2554, loss: 0.8286 2024-05-27 18:46:43,007 - mmdet - INFO - Epoch [8][2850/7330] lr: 5.133e-05, eta: 2:32:00, time: 0.270, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0429, loss_cls: 0.2075, acc: 92.5571, loss_bbox: 0.2558, loss_mask: 0.2443, loss: 0.7816 2024-05-27 18:46:56,744 - mmdet - INFO - Epoch [8][2900/7330] lr: 5.133e-05, eta: 2:31:47, time: 0.275, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0432, loss_cls: 0.2120, acc: 92.3945, loss_bbox: 0.2659, loss_mask: 0.2506, loss: 0.8027 2024-05-27 18:47:10,448 - mmdet - INFO - Epoch [8][2950/7330] lr: 5.133e-05, eta: 2:31:34, time: 0.274, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0435, loss_cls: 0.2116, acc: 92.4407, loss_bbox: 0.2649, loss_mask: 0.2483, loss: 0.7999 2024-05-27 18:47:24,193 - mmdet - INFO - Epoch [8][3000/7330] lr: 5.133e-05, eta: 2:31:20, time: 0.275, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0475, loss_cls: 0.2134, acc: 92.2285, loss_bbox: 0.2692, loss_mask: 0.2549, loss: 0.8185 2024-05-27 18:47:38,028 - mmdet - INFO - Epoch [8][3050/7330] lr: 5.133e-05, eta: 2:31:07, time: 0.277, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0450, loss_cls: 0.2215, acc: 92.1304, loss_bbox: 0.2708, loss_mask: 0.2495, loss: 0.8187 2024-05-27 18:47:51,697 - mmdet - INFO - Epoch [8][3100/7330] lr: 5.133e-05, eta: 2:30:54, time: 0.273, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0467, loss_cls: 0.2160, acc: 92.3933, loss_bbox: 0.2571, loss_mask: 0.2480, loss: 0.7990 2024-05-27 18:48:05,189 - mmdet - INFO - Epoch [8][3150/7330] lr: 5.133e-05, eta: 2:30:40, time: 0.270, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0453, loss_cls: 0.2113, acc: 92.4255, loss_bbox: 0.2612, loss_mask: 0.2496, loss: 0.8002 2024-05-27 18:48:26,516 - mmdet - INFO - Epoch [8][3200/7330] lr: 5.133e-05, eta: 2:30:32, time: 0.427, data_time: 0.113, memory: 4109, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0450, loss_cls: 0.2102, acc: 92.5007, loss_bbox: 0.2580, loss_mask: 0.2470, loss: 0.7905 2024-05-27 18:48:40,164 - mmdet - INFO - Epoch [8][3250/7330] lr: 5.133e-05, eta: 2:30:18, time: 0.273, data_time: 0.018, memory: 4109, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0488, loss_cls: 0.2233, acc: 92.0586, loss_bbox: 0.2737, loss_mask: 0.2552, loss: 0.8344 2024-05-27 18:48:53,643 - mmdet - INFO - Epoch [8][3300/7330] lr: 5.133e-05, eta: 2:30:05, time: 0.270, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0421, loss_cls: 0.2111, acc: 92.4932, loss_bbox: 0.2559, loss_mask: 0.2447, loss: 0.7862 2024-05-27 18:49:07,275 - mmdet - INFO - Epoch [8][3350/7330] lr: 5.133e-05, eta: 2:29:51, time: 0.273, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0349, loss_rpn_bbox: 0.0476, loss_cls: 0.2236, acc: 92.1362, loss_bbox: 0.2689, loss_mask: 0.2494, loss: 0.8245 2024-05-27 18:49:20,735 - mmdet - INFO - Epoch [8][3400/7330] lr: 5.133e-05, eta: 2:29:38, time: 0.269, data_time: 0.019, memory: 4109, loss_rpn_cls: 0.0342, loss_rpn_bbox: 0.0479, loss_cls: 0.2168, acc: 92.3289, loss_bbox: 0.2659, loss_mask: 0.2500, loss: 0.8148 2024-05-27 18:49:34,242 - mmdet - INFO - Epoch [8][3450/7330] lr: 5.133e-05, eta: 2:29:24, time: 0.270, data_time: 0.017, memory: 4109, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0457, loss_cls: 0.2231, acc: 92.0869, loss_bbox: 0.2650, loss_mask: 0.2491, loss: 0.8167 2024-05-27 18:49:47,802 - mmdet - INFO - Epoch [8][3500/7330] lr: 5.133e-05, eta: 2:29:11, time: 0.271, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0436, loss_cls: 0.2132, acc: 92.5413, loss_bbox: 0.2603, loss_mask: 0.2486, loss: 0.7967 2024-05-27 18:50:01,330 - mmdet - INFO - Epoch [8][3550/7330] lr: 5.133e-05, eta: 2:28:57, time: 0.271, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0446, loss_cls: 0.2146, acc: 92.4751, loss_bbox: 0.2584, loss_mask: 0.2446, loss: 0.7927 2024-05-27 18:50:14,836 - mmdet - INFO - Epoch [8][3600/7330] lr: 5.133e-05, eta: 2:28:44, time: 0.270, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0441, loss_cls: 0.2176, acc: 92.2683, loss_bbox: 0.2654, loss_mask: 0.2475, loss: 0.8064 2024-05-27 18:50:28,345 - mmdet - INFO - Epoch [8][3650/7330] lr: 5.133e-05, eta: 2:28:30, time: 0.270, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0445, loss_cls: 0.2190, acc: 92.2332, loss_bbox: 0.2673, loss_mask: 0.2492, loss: 0.8134 2024-05-27 18:50:41,750 - mmdet - INFO - Epoch [8][3700/7330] lr: 5.133e-05, eta: 2:28:17, time: 0.268, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0446, loss_cls: 0.2063, acc: 92.5273, loss_bbox: 0.2603, loss_mask: 0.2466, loss: 0.7870 2024-05-27 18:50:55,171 - mmdet - INFO - Epoch [8][3750/7330] lr: 5.133e-05, eta: 2:28:03, time: 0.268, data_time: 0.017, memory: 4109, loss_rpn_cls: 0.0341, loss_rpn_bbox: 0.0444, loss_cls: 0.2131, acc: 92.4844, loss_bbox: 0.2618, loss_mask: 0.2507, loss: 0.8041 2024-05-27 18:51:08,664 - mmdet - INFO - Epoch [8][3800/7330] lr: 5.133e-05, eta: 2:27:50, time: 0.270, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0454, loss_cls: 0.2051, acc: 92.6387, loss_bbox: 0.2504, loss_mask: 0.2418, loss: 0.7739 2024-05-27 18:51:22,240 - mmdet - INFO - Epoch [8][3850/7330] lr: 5.133e-05, eta: 2:27:36, time: 0.272, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0450, loss_cls: 0.2132, acc: 92.4028, loss_bbox: 0.2626, loss_mask: 0.2417, loss: 0.7946 2024-05-27 18:51:35,797 - mmdet - INFO - Epoch [8][3900/7330] lr: 5.133e-05, eta: 2:27:23, time: 0.271, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0430, loss_cls: 0.2143, acc: 92.3945, loss_bbox: 0.2554, loss_mask: 0.2452, loss: 0.7908 2024-05-27 18:51:49,410 - mmdet - INFO - Epoch [8][3950/7330] lr: 5.133e-05, eta: 2:27:09, time: 0.272, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0352, loss_rpn_bbox: 0.0474, loss_cls: 0.2271, acc: 92.1448, loss_bbox: 0.2687, loss_mask: 0.2490, loss: 0.8274 2024-05-27 18:52:03,117 - mmdet - INFO - Epoch [8][4000/7330] lr: 5.133e-05, eta: 2:26:56, time: 0.274, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0450, loss_cls: 0.2179, acc: 92.2441, loss_bbox: 0.2651, loss_mask: 0.2554, loss: 0.8138 2024-05-27 18:52:16,859 - mmdet - INFO - Epoch [8][4050/7330] lr: 5.133e-05, eta: 2:26:43, time: 0.275, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0454, loss_cls: 0.2149, acc: 92.2844, loss_bbox: 0.2615, loss_mask: 0.2481, loss: 0.8012 2024-05-27 18:52:30,525 - mmdet - INFO - Epoch [8][4100/7330] lr: 5.133e-05, eta: 2:26:29, time: 0.273, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0443, loss_cls: 0.2210, acc: 92.2952, loss_bbox: 0.2644, loss_mask: 0.2474, loss: 0.8081 2024-05-27 18:52:44,162 - mmdet - INFO - Epoch [8][4150/7330] lr: 5.133e-05, eta: 2:26:16, time: 0.273, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0441, loss_cls: 0.2088, acc: 92.5371, loss_bbox: 0.2585, loss_mask: 0.2463, loss: 0.7899 2024-05-27 18:52:57,841 - mmdet - INFO - Epoch [8][4200/7330] lr: 5.133e-05, eta: 2:26:02, time: 0.274, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0459, loss_cls: 0.2242, acc: 92.2634, loss_bbox: 0.2676, loss_mask: 0.2461, loss: 0.8170 2024-05-27 18:53:11,456 - mmdet - INFO - Epoch [8][4250/7330] lr: 5.133e-05, eta: 2:25:49, time: 0.272, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0432, loss_cls: 0.2212, acc: 92.2065, loss_bbox: 0.2659, loss_mask: 0.2487, loss: 0.8129 2024-05-27 18:53:24,938 - mmdet - INFO - Epoch [8][4300/7330] lr: 5.133e-05, eta: 2:25:35, time: 0.270, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0438, loss_cls: 0.2118, acc: 92.5603, loss_bbox: 0.2607, loss_mask: 0.2476, loss: 0.7942 2024-05-27 18:53:38,724 - mmdet - INFO - Epoch [8][4350/7330] lr: 5.133e-05, eta: 2:25:22, time: 0.276, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0453, loss_cls: 0.2099, acc: 92.6025, loss_bbox: 0.2547, loss_mask: 0.2465, loss: 0.7888 2024-05-27 18:53:52,468 - mmdet - INFO - Epoch [8][4400/7330] lr: 5.133e-05, eta: 2:25:09, time: 0.275, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0446, loss_cls: 0.2157, acc: 92.3420, loss_bbox: 0.2622, loss_mask: 0.2490, loss: 0.8039 2024-05-27 18:54:06,004 - mmdet - INFO - Epoch [8][4450/7330] lr: 5.133e-05, eta: 2:24:55, time: 0.271, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0452, loss_cls: 0.2158, acc: 92.4421, loss_bbox: 0.2552, loss_mask: 0.2521, loss: 0.8026 2024-05-27 18:54:19,579 - mmdet - INFO - Epoch [8][4500/7330] lr: 5.133e-05, eta: 2:24:42, time: 0.271, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0423, loss_cls: 0.2102, acc: 92.4211, loss_bbox: 0.2577, loss_mask: 0.2474, loss: 0.7887 2024-05-27 18:54:33,325 - mmdet - INFO - Epoch [8][4550/7330] lr: 5.133e-05, eta: 2:24:28, time: 0.275, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0341, loss_rpn_bbox: 0.0453, loss_cls: 0.2101, acc: 92.4878, loss_bbox: 0.2579, loss_mask: 0.2447, loss: 0.7922 2024-05-27 18:54:47,077 - mmdet - INFO - Epoch [8][4600/7330] lr: 5.133e-05, eta: 2:24:15, time: 0.275, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0476, loss_cls: 0.2157, acc: 92.2366, loss_bbox: 0.2692, loss_mask: 0.2557, loss: 0.8209 2024-05-27 18:55:01,006 - mmdet - INFO - Epoch [8][4650/7330] lr: 5.133e-05, eta: 2:24:02, time: 0.279, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0466, loss_cls: 0.2245, acc: 92.0425, loss_bbox: 0.2737, loss_mask: 0.2479, loss: 0.8265 2024-05-27 18:55:14,653 - mmdet - INFO - Epoch [8][4700/7330] lr: 5.133e-05, eta: 2:23:48, time: 0.273, data_time: 0.017, memory: 4109, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0450, loss_cls: 0.2166, acc: 92.3462, loss_bbox: 0.2638, loss_mask: 0.2411, loss: 0.7975 2024-05-27 18:55:28,351 - mmdet - INFO - Epoch [8][4750/7330] lr: 5.133e-05, eta: 2:23:35, time: 0.274, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0464, loss_cls: 0.2173, acc: 92.3684, loss_bbox: 0.2669, loss_mask: 0.2479, loss: 0.8103 2024-05-27 18:55:42,068 - mmdet - INFO - Epoch [8][4800/7330] lr: 5.133e-05, eta: 2:23:22, time: 0.274, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0436, loss_cls: 0.2103, acc: 92.4844, loss_bbox: 0.2609, loss_mask: 0.2445, loss: 0.7903 2024-05-27 18:55:55,762 - mmdet - INFO - Epoch [8][4850/7330] lr: 5.133e-05, eta: 2:23:08, time: 0.274, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0460, loss_cls: 0.2117, acc: 92.4746, loss_bbox: 0.2639, loss_mask: 0.2549, loss: 0.8069 2024-05-27 18:56:09,423 - mmdet - INFO - Epoch [8][4900/7330] lr: 5.133e-05, eta: 2:22:55, time: 0.273, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0456, loss_cls: 0.2118, acc: 92.5002, loss_bbox: 0.2541, loss_mask: 0.2478, loss: 0.7910 2024-05-27 18:56:23,197 - mmdet - INFO - Epoch [8][4950/7330] lr: 5.133e-05, eta: 2:22:41, time: 0.275, data_time: 0.019, memory: 4109, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0469, loss_cls: 0.2236, acc: 92.0791, loss_bbox: 0.2757, loss_mask: 0.2527, loss: 0.8321 2024-05-27 18:56:36,926 - mmdet - INFO - Epoch [8][5000/7330] lr: 5.133e-05, eta: 2:22:28, time: 0.275, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0486, loss_cls: 0.2224, acc: 92.1775, loss_bbox: 0.2730, loss_mask: 0.2537, loss: 0.8317 2024-05-27 18:56:50,714 - mmdet - INFO - Epoch [8][5050/7330] lr: 5.133e-05, eta: 2:22:15, time: 0.276, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0462, loss_cls: 0.2151, acc: 92.4678, loss_bbox: 0.2623, loss_mask: 0.2496, loss: 0.8066 2024-05-27 18:57:04,314 - mmdet - INFO - Epoch [8][5100/7330] lr: 5.133e-05, eta: 2:22:01, time: 0.272, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0430, loss_cls: 0.2130, acc: 92.6013, loss_bbox: 0.2566, loss_mask: 0.2441, loss: 0.7872 2024-05-27 18:57:17,924 - mmdet - INFO - Epoch [8][5150/7330] lr: 5.133e-05, eta: 2:21:48, time: 0.272, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0440, loss_cls: 0.2076, acc: 92.6196, loss_bbox: 0.2568, loss_mask: 0.2507, loss: 0.7913 2024-05-27 18:57:31,508 - mmdet - INFO - Epoch [8][5200/7330] lr: 5.133e-05, eta: 2:21:34, time: 0.272, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0440, loss_cls: 0.2066, acc: 92.6365, loss_bbox: 0.2587, loss_mask: 0.2479, loss: 0.7880 2024-05-27 18:57:45,261 - mmdet - INFO - Epoch [8][5250/7330] lr: 5.133e-05, eta: 2:21:21, time: 0.275, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0467, loss_cls: 0.2196, acc: 92.1477, loss_bbox: 0.2663, loss_mask: 0.2468, loss: 0.8115 2024-05-27 18:57:59,110 - mmdet - INFO - Epoch [8][5300/7330] lr: 5.133e-05, eta: 2:21:08, time: 0.277, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0387, loss_rpn_bbox: 0.0492, loss_cls: 0.2156, acc: 92.2473, loss_bbox: 0.2723, loss_mask: 0.2536, loss: 0.8294 2024-05-27 18:58:12,846 - mmdet - INFO - Epoch [8][5350/7330] lr: 5.133e-05, eta: 2:20:54, time: 0.275, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0455, loss_cls: 0.2170, acc: 92.4158, loss_bbox: 0.2615, loss_mask: 0.2487, loss: 0.8055 2024-05-27 18:58:26,521 - mmdet - INFO - Epoch [8][5400/7330] lr: 5.133e-05, eta: 2:20:41, time: 0.273, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0468, loss_cls: 0.2198, acc: 92.2688, loss_bbox: 0.2631, loss_mask: 0.2466, loss: 0.8097 2024-05-27 18:58:40,181 - mmdet - INFO - Epoch [8][5450/7330] lr: 5.133e-05, eta: 2:20:27, time: 0.273, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0442, loss_cls: 0.2072, acc: 92.5803, loss_bbox: 0.2579, loss_mask: 0.2474, loss: 0.7891 2024-05-27 18:58:53,738 - mmdet - INFO - Epoch [8][5500/7330] lr: 5.133e-05, eta: 2:20:14, time: 0.271, data_time: 0.013, memory: 4109, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0434, loss_cls: 0.2038, acc: 92.7861, loss_bbox: 0.2524, loss_mask: 0.2403, loss: 0.7721 2024-05-27 18:59:07,263 - mmdet - INFO - Epoch [8][5550/7330] lr: 5.133e-05, eta: 2:20:00, time: 0.270, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0455, loss_cls: 0.2156, acc: 92.2888, loss_bbox: 0.2625, loss_mask: 0.2510, loss: 0.8079 2024-05-27 18:59:20,978 - mmdet - INFO - Epoch [8][5600/7330] lr: 5.133e-05, eta: 2:19:47, time: 0.274, data_time: 0.013, memory: 4109, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0457, loss_cls: 0.2095, acc: 92.4956, loss_bbox: 0.2614, loss_mask: 0.2429, loss: 0.7923 2024-05-27 18:59:34,620 - mmdet - INFO - Epoch [8][5650/7330] lr: 5.133e-05, eta: 2:19:34, time: 0.273, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0458, loss_cls: 0.2159, acc: 92.3499, loss_bbox: 0.2625, loss_mask: 0.2484, loss: 0.8061 2024-05-27 18:59:48,325 - mmdet - INFO - Epoch [8][5700/7330] lr: 5.133e-05, eta: 2:19:20, time: 0.274, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0445, loss_cls: 0.2096, acc: 92.4185, loss_bbox: 0.2639, loss_mask: 0.2471, loss: 0.7968 2024-05-27 19:00:02,140 - mmdet - INFO - Epoch [8][5750/7330] lr: 5.133e-05, eta: 2:19:07, time: 0.276, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0463, loss_cls: 0.2198, acc: 92.0671, loss_bbox: 0.2751, loss_mask: 0.2533, loss: 0.8267 2024-05-27 19:00:15,870 - mmdet - INFO - Epoch [8][5800/7330] lr: 5.133e-05, eta: 2:18:53, time: 0.275, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0446, loss_cls: 0.2216, acc: 92.3159, loss_bbox: 0.2644, loss_mask: 0.2529, loss: 0.8164 2024-05-27 19:00:29,571 - mmdet - INFO - Epoch [8][5850/7330] lr: 5.133e-05, eta: 2:18:40, time: 0.274, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0448, loss_cls: 0.2157, acc: 92.2134, loss_bbox: 0.2695, loss_mask: 0.2465, loss: 0.8090 2024-05-27 19:00:43,225 - mmdet - INFO - Epoch [8][5900/7330] lr: 5.133e-05, eta: 2:18:27, time: 0.273, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0349, loss_rpn_bbox: 0.0474, loss_cls: 0.2217, acc: 92.1208, loss_bbox: 0.2707, loss_mask: 0.2513, loss: 0.8261 2024-05-27 19:00:56,932 - mmdet - INFO - Epoch [8][5950/7330] lr: 5.133e-05, eta: 2:18:13, time: 0.274, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0435, loss_cls: 0.2079, acc: 92.5208, loss_bbox: 0.2573, loss_mask: 0.2476, loss: 0.7879 2024-05-27 19:01:10,712 - mmdet - INFO - Epoch [8][6000/7330] lr: 5.133e-05, eta: 2:18:00, time: 0.276, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0463, loss_cls: 0.2230, acc: 91.9841, loss_bbox: 0.2730, loss_mask: 0.2557, loss: 0.8306 2024-05-27 19:01:24,409 - mmdet - INFO - Epoch [8][6050/7330] lr: 5.133e-05, eta: 2:17:46, time: 0.274, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0413, loss_cls: 0.2035, acc: 92.6987, loss_bbox: 0.2522, loss_mask: 0.2415, loss: 0.7691 2024-05-27 19:01:38,295 - mmdet - INFO - Epoch [8][6100/7330] lr: 5.133e-05, eta: 2:17:33, time: 0.278, data_time: 0.018, memory: 4109, loss_rpn_cls: 0.0359, loss_rpn_bbox: 0.0493, loss_cls: 0.2236, acc: 92.1731, loss_bbox: 0.2739, loss_mask: 0.2552, loss: 0.8378 2024-05-27 19:01:51,900 - mmdet - INFO - Epoch [8][6150/7330] lr: 5.133e-05, eta: 2:17:20, time: 0.272, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0432, loss_cls: 0.2076, acc: 92.6772, loss_bbox: 0.2544, loss_mask: 0.2486, loss: 0.7841 2024-05-27 19:02:05,639 - mmdet - INFO - Epoch [8][6200/7330] lr: 5.133e-05, eta: 2:17:06, time: 0.275, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0460, loss_cls: 0.2125, acc: 92.4324, loss_bbox: 0.2625, loss_mask: 0.2491, loss: 0.8007 2024-05-27 19:02:19,319 - mmdet - INFO - Epoch [8][6250/7330] lr: 5.133e-05, eta: 2:16:53, time: 0.274, data_time: 0.017, memory: 4109, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0451, loss_cls: 0.2222, acc: 92.2903, loss_bbox: 0.2636, loss_mask: 0.2530, loss: 0.8161 2024-05-27 19:02:33,022 - mmdet - INFO - Epoch [8][6300/7330] lr: 5.133e-05, eta: 2:16:39, time: 0.274, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0448, loss_cls: 0.2144, acc: 92.4236, loss_bbox: 0.2593, loss_mask: 0.2468, loss: 0.7983 2024-05-27 19:02:46,716 - mmdet - INFO - Epoch [8][6350/7330] lr: 5.133e-05, eta: 2:16:26, time: 0.274, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0450, loss_cls: 0.2164, acc: 92.3110, loss_bbox: 0.2652, loss_mask: 0.2534, loss: 0.8132 2024-05-27 19:03:00,503 - mmdet - INFO - Epoch [8][6400/7330] lr: 5.133e-05, eta: 2:16:13, time: 0.276, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0459, loss_cls: 0.2147, acc: 92.4968, loss_bbox: 0.2610, loss_mask: 0.2468, loss: 0.8012 2024-05-27 19:03:14,110 - mmdet - INFO - Epoch [8][6450/7330] lr: 5.133e-05, eta: 2:15:59, time: 0.272, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0461, loss_cls: 0.2078, acc: 92.6101, loss_bbox: 0.2557, loss_mask: 0.2437, loss: 0.7841 2024-05-27 19:03:27,863 - mmdet - INFO - Epoch [8][6500/7330] lr: 5.133e-05, eta: 2:15:46, time: 0.275, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0410, loss_cls: 0.2092, acc: 92.5808, loss_bbox: 0.2583, loss_mask: 0.2478, loss: 0.7860 2024-05-27 19:03:41,628 - mmdet - INFO - Epoch [8][6550/7330] lr: 5.133e-05, eta: 2:15:32, time: 0.275, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0452, loss_cls: 0.2134, acc: 92.4148, loss_bbox: 0.2600, loss_mask: 0.2459, loss: 0.7972 2024-05-27 19:03:55,279 - mmdet - INFO - Epoch [8][6600/7330] lr: 5.133e-05, eta: 2:15:19, time: 0.273, data_time: 0.017, memory: 4109, loss_rpn_cls: 0.0341, loss_rpn_bbox: 0.0448, loss_cls: 0.2068, acc: 92.7913, loss_bbox: 0.2537, loss_mask: 0.2530, loss: 0.7924 2024-05-27 19:04:08,947 - mmdet - INFO - Epoch [8][6650/7330] lr: 5.133e-05, eta: 2:15:06, time: 0.273, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0447, loss_cls: 0.2094, acc: 92.5530, loss_bbox: 0.2579, loss_mask: 0.2489, loss: 0.7922 2024-05-27 19:04:22,651 - mmdet - INFO - Epoch [8][6700/7330] lr: 5.133e-05, eta: 2:14:52, time: 0.274, data_time: 0.018, memory: 4109, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0448, loss_cls: 0.2144, acc: 92.4021, loss_bbox: 0.2607, loss_mask: 0.2440, loss: 0.7965 2024-05-27 19:04:36,440 - mmdet - INFO - Epoch [8][6750/7330] lr: 5.133e-05, eta: 2:14:39, time: 0.276, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0475, loss_cls: 0.2215, acc: 92.1323, loss_bbox: 0.2669, loss_mask: 0.2517, loss: 0.8215 2024-05-27 19:04:50,160 - mmdet - INFO - Epoch [8][6800/7330] lr: 5.133e-05, eta: 2:14:25, time: 0.274, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0344, loss_rpn_bbox: 0.0475, loss_cls: 0.2193, acc: 92.1958, loss_bbox: 0.2632, loss_mask: 0.2497, loss: 0.8141 2024-05-27 19:05:03,854 - mmdet - INFO - Epoch [8][6850/7330] lr: 5.133e-05, eta: 2:14:12, time: 0.274, data_time: 0.017, memory: 4109, loss_rpn_cls: 0.0351, loss_rpn_bbox: 0.0456, loss_cls: 0.2174, acc: 92.3857, loss_bbox: 0.2614, loss_mask: 0.2498, loss: 0.8093 2024-05-27 19:05:17,554 - mmdet - INFO - Epoch [8][6900/7330] lr: 5.133e-05, eta: 2:13:59, time: 0.274, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0447, loss_cls: 0.2203, acc: 92.3198, loss_bbox: 0.2614, loss_mask: 0.2534, loss: 0.8128 2024-05-27 19:05:31,245 - mmdet - INFO - Epoch [8][6950/7330] lr: 5.133e-05, eta: 2:13:45, time: 0.274, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0433, loss_cls: 0.2236, acc: 92.3306, loss_bbox: 0.2632, loss_mask: 0.2537, loss: 0.8169 2024-05-27 19:05:44,908 - mmdet - INFO - Epoch [8][7000/7330] lr: 5.133e-05, eta: 2:13:32, time: 0.273, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0437, loss_cls: 0.2116, acc: 92.4937, loss_bbox: 0.2560, loss_mask: 0.2505, loss: 0.7940 2024-05-27 19:05:58,598 - mmdet - INFO - Epoch [8][7050/7330] lr: 5.133e-05, eta: 2:13:18, time: 0.274, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0455, loss_cls: 0.2204, acc: 92.2441, loss_bbox: 0.2631, loss_mask: 0.2467, loss: 0.8093 2024-05-27 19:06:12,139 - mmdet - INFO - Epoch [8][7100/7330] lr: 5.133e-05, eta: 2:13:05, time: 0.271, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0443, loss_cls: 0.2072, acc: 92.6331, loss_bbox: 0.2514, loss_mask: 0.2443, loss: 0.7776 2024-05-27 19:06:25,840 - mmdet - INFO - Epoch [8][7150/7330] lr: 5.133e-05, eta: 2:12:51, time: 0.274, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0355, loss_rpn_bbox: 0.0453, loss_cls: 0.2242, acc: 92.2700, loss_bbox: 0.2636, loss_mask: 0.2525, loss: 0.8210 2024-05-27 19:06:39,672 - mmdet - INFO - Epoch [8][7200/7330] lr: 5.133e-05, eta: 2:12:38, time: 0.277, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0364, loss_rpn_bbox: 0.0446, loss_cls: 0.2222, acc: 92.2166, loss_bbox: 0.2673, loss_mask: 0.2527, loss: 0.8230 2024-05-27 19:06:53,290 - mmdet - INFO - Epoch [8][7250/7330] lr: 5.133e-05, eta: 2:12:25, time: 0.272, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0429, loss_cls: 0.2050, acc: 92.6438, loss_bbox: 0.2525, loss_mask: 0.2479, loss: 0.7776 2024-05-27 19:07:07,057 - mmdet - INFO - Epoch [8][7300/7330] lr: 5.133e-05, eta: 2:12:11, time: 0.275, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0462, loss_cls: 0.2135, acc: 92.4351, loss_bbox: 0.2609, loss_mask: 0.2553, loss: 0.8077 2024-05-27 19:07:16,058 - mmdet - INFO - Saving checkpoint at 8 epochs 2024-05-27 19:08:03,833 - mmdet - INFO - Evaluating bbox... 2024-05-27 19:08:32,337 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.392 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.630 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.425 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.217 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.434 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.542 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 ] = 0.320 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.577 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.690 2024-05-27 19:08:32,337 - mmdet - INFO - Evaluating segm... 2024-05-27 19:09:01,909 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.365 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.597 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.384 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.156 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.400 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.571 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.486 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.486 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.486 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 ] = 0.543 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.681 2024-05-27 19:09:02,365 - mmdet - INFO - Exp name: mask_rcnn_deit_vit_b_fpn_1x_coco_bs16.py 2024-05-27 19:09:02,365 - mmdet - INFO - Epoch(val) [8][625] bbox_mAP: 0.3920, bbox_mAP_50: 0.6300, bbox_mAP_75: 0.4250, bbox_mAP_s: 0.2170, bbox_mAP_m: 0.4340, bbox_mAP_l: 0.5420, bbox_mAP_copypaste: 0.392 0.630 0.425 0.217 0.434 0.542, segm_mAP: 0.3650, segm_mAP_50: 0.5970, segm_mAP_75: 0.3840, segm_mAP_s: 0.1560, segm_mAP_m: 0.4000, segm_mAP_l: 0.5710, segm_mAP_copypaste: 0.365 0.597 0.384 0.156 0.400 0.571 2024-05-27 19:09:22,603 - mmdet - INFO - Epoch [9][50/7330] lr: 5.133e-06, eta: 2:11:49, time: 0.405, data_time: 0.084, memory: 4109, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0470, loss_cls: 0.2074, acc: 92.6431, loss_bbox: 0.2582, loss_mask: 0.2508, loss: 0.7970 2024-05-27 19:09:36,144 - mmdet - INFO - Epoch [9][100/7330] lr: 5.133e-06, eta: 2:11:35, time: 0.271, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0425, loss_cls: 0.1923, acc: 92.9719, loss_bbox: 0.2445, loss_mask: 0.2377, loss: 0.7456 2024-05-27 19:09:49,716 - mmdet - INFO - Epoch [9][150/7330] lr: 5.133e-06, eta: 2:11:22, time: 0.271, data_time: 0.012, memory: 4109, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0423, loss_cls: 0.1982, acc: 92.8916, loss_bbox: 0.2494, loss_mask: 0.2427, loss: 0.7606 2024-05-27 19:10:03,537 - mmdet - INFO - Epoch [9][200/7330] lr: 5.133e-06, eta: 2:11:09, time: 0.276, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0457, loss_cls: 0.1952, acc: 92.8293, loss_bbox: 0.2539, loss_mask: 0.2372, loss: 0.7613 2024-05-27 19:10:17,117 - mmdet - INFO - Epoch [9][250/7330] lr: 5.133e-06, eta: 2:10:55, time: 0.272, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0413, loss_cls: 0.1938, acc: 92.9790, loss_bbox: 0.2456, loss_mask: 0.2365, loss: 0.7448 2024-05-27 19:10:30,793 - mmdet - INFO - Epoch [9][300/7330] lr: 5.133e-06, eta: 2:10:42, time: 0.274, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0439, loss_cls: 0.1924, acc: 93.0171, loss_bbox: 0.2477, loss_mask: 0.2325, loss: 0.7431 2024-05-27 19:10:44,497 - mmdet - INFO - Epoch [9][350/7330] lr: 5.133e-06, eta: 2:10:28, time: 0.274, data_time: 0.013, memory: 4109, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0406, loss_cls: 0.1910, acc: 93.0623, loss_bbox: 0.2484, loss_mask: 0.2306, loss: 0.7372 2024-05-27 19:10:58,089 - mmdet - INFO - Epoch [9][400/7330] lr: 5.133e-06, eta: 2:10:15, time: 0.272, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0418, loss_cls: 0.1994, acc: 92.7610, loss_bbox: 0.2505, loss_mask: 0.2392, loss: 0.7604 2024-05-27 19:11:11,720 - mmdet - INFO - Epoch [9][450/7330] lr: 5.133e-06, eta: 2:10:01, time: 0.273, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0423, loss_cls: 0.2026, acc: 92.5396, loss_bbox: 0.2569, loss_mask: 0.2383, loss: 0.7682 2024-05-27 19:11:25,330 - mmdet - INFO - Epoch [9][500/7330] lr: 5.133e-06, eta: 2:09:48, time: 0.272, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0423, loss_cls: 0.1949, acc: 92.8694, loss_bbox: 0.2476, loss_mask: 0.2418, loss: 0.7531 2024-05-27 19:11:39,099 - mmdet - INFO - Epoch [9][550/7330] lr: 5.133e-06, eta: 2:09:34, time: 0.275, data_time: 0.018, memory: 4109, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0431, loss_cls: 0.1938, acc: 92.9351, loss_bbox: 0.2498, loss_mask: 0.2324, loss: 0.7458 2024-05-27 19:11:52,851 - mmdet - INFO - Epoch [9][600/7330] lr: 5.133e-06, eta: 2:09:21, time: 0.275, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0421, loss_cls: 0.1968, acc: 92.7632, loss_bbox: 0.2468, loss_mask: 0.2423, loss: 0.7563 2024-05-27 19:12:07,032 - mmdet - INFO - Epoch [9][650/7330] lr: 5.133e-06, eta: 2:09:08, time: 0.284, data_time: 0.023, memory: 4109, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0439, loss_cls: 0.2022, acc: 92.6826, loss_bbox: 0.2580, loss_mask: 0.2386, loss: 0.7715 2024-05-27 19:12:20,655 - mmdet - INFO - Epoch [9][700/7330] lr: 5.133e-06, eta: 2:08:54, time: 0.272, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0444, loss_cls: 0.1951, acc: 92.7869, loss_bbox: 0.2498, loss_mask: 0.2373, loss: 0.7563 2024-05-27 19:12:34,095 - mmdet - INFO - Epoch [9][750/7330] lr: 5.133e-06, eta: 2:08:41, time: 0.269, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0430, loss_cls: 0.1957, acc: 92.7300, loss_bbox: 0.2493, loss_mask: 0.2396, loss: 0.7566 2024-05-27 19:12:47,633 - mmdet - INFO - Epoch [9][800/7330] lr: 5.133e-06, eta: 2:08:27, time: 0.271, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0395, loss_cls: 0.1834, acc: 93.2136, loss_bbox: 0.2412, loss_mask: 0.2325, loss: 0.7220 2024-05-27 19:13:01,157 - mmdet - INFO - Epoch [9][850/7330] lr: 5.133e-06, eta: 2:08:14, time: 0.270, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0434, loss_cls: 0.2018, acc: 92.6562, loss_bbox: 0.2483, loss_mask: 0.2408, loss: 0.7638 2024-05-27 19:13:14,547 - mmdet - INFO - Epoch [9][900/7330] lr: 5.133e-06, eta: 2:08:00, time: 0.268, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0425, loss_cls: 0.1923, acc: 92.9436, loss_bbox: 0.2486, loss_mask: 0.2425, loss: 0.7533 2024-05-27 19:13:28,049 - mmdet - INFO - Epoch [9][950/7330] lr: 5.133e-06, eta: 2:07:47, time: 0.270, data_time: 0.013, memory: 4109, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0401, loss_cls: 0.1964, acc: 92.9707, loss_bbox: 0.2452, loss_mask: 0.2392, loss: 0.7483 2024-05-27 19:13:41,616 - mmdet - INFO - Epoch [9][1000/7330] lr: 5.133e-06, eta: 2:07:33, time: 0.271, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0436, loss_cls: 0.1906, acc: 93.0264, loss_bbox: 0.2443, loss_mask: 0.2365, loss: 0.7428 2024-05-27 19:13:55,343 - mmdet - INFO - Epoch [9][1050/7330] lr: 5.133e-06, eta: 2:07:20, time: 0.275, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0437, loss_cls: 0.1897, acc: 92.9524, loss_bbox: 0.2471, loss_mask: 0.2354, loss: 0.7430 2024-05-27 19:14:08,825 - mmdet - INFO - Epoch [9][1100/7330] lr: 5.133e-06, eta: 2:07:06, time: 0.270, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0405, loss_cls: 0.1828, acc: 93.2295, loss_bbox: 0.2362, loss_mask: 0.2321, loss: 0.7174 2024-05-27 19:14:22,270 - mmdet - INFO - Epoch [9][1150/7330] lr: 5.133e-06, eta: 2:06:53, time: 0.269, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0410, loss_cls: 0.1854, acc: 93.0815, loss_bbox: 0.2413, loss_mask: 0.2359, loss: 0.7309 2024-05-27 19:14:35,828 - mmdet - INFO - Epoch [9][1200/7330] lr: 5.133e-06, eta: 2:06:39, time: 0.271, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0400, loss_cls: 0.1950, acc: 92.9465, loss_bbox: 0.2429, loss_mask: 0.2390, loss: 0.7443 2024-05-27 19:14:50,401 - mmdet - INFO - Epoch [9][1250/7330] lr: 5.133e-06, eta: 2:06:26, time: 0.291, data_time: 0.022, memory: 4109, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0459, loss_cls: 0.1976, acc: 92.6377, loss_bbox: 0.2574, loss_mask: 0.2369, loss: 0.7657 2024-05-27 19:15:04,096 - mmdet - INFO - Epoch [9][1300/7330] lr: 5.133e-06, eta: 2:06:13, time: 0.274, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0394, loss_cls: 0.1849, acc: 93.1931, loss_bbox: 0.2351, loss_mask: 0.2346, loss: 0.7183 2024-05-27 19:15:17,861 - mmdet - INFO - Epoch [9][1350/7330] lr: 5.133e-06, eta: 2:05:59, time: 0.275, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0388, loss_cls: 0.1846, acc: 93.1272, loss_bbox: 0.2415, loss_mask: 0.2323, loss: 0.7225 2024-05-27 19:15:31,572 - mmdet - INFO - Epoch [9][1400/7330] lr: 5.133e-06, eta: 2:05:46, time: 0.274, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0437, loss_cls: 0.1900, acc: 92.9929, loss_bbox: 0.2439, loss_mask: 0.2356, loss: 0.7410 2024-05-27 19:15:45,382 - mmdet - INFO - Epoch [9][1450/7330] lr: 5.133e-06, eta: 2:05:33, time: 0.276, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0241, loss_rpn_bbox: 0.0391, loss_cls: 0.1811, acc: 93.3218, loss_bbox: 0.2393, loss_mask: 0.2311, loss: 0.7147 2024-05-27 19:15:59,024 - mmdet - INFO - Epoch [9][1500/7330] lr: 5.133e-06, eta: 2:05:19, time: 0.273, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0416, loss_cls: 0.1925, acc: 92.8953, loss_bbox: 0.2518, loss_mask: 0.2343, loss: 0.7466 2024-05-27 19:16:12,780 - mmdet - INFO - Epoch [9][1550/7330] lr: 5.133e-06, eta: 2:05:06, time: 0.275, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0436, loss_cls: 0.1919, acc: 92.8958, loss_bbox: 0.2478, loss_mask: 0.2348, loss: 0.7440 2024-05-27 19:16:26,552 - mmdet - INFO - Epoch [9][1600/7330] lr: 5.133e-06, eta: 2:04:52, time: 0.275, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0407, loss_cls: 0.1860, acc: 93.1011, loss_bbox: 0.2452, loss_mask: 0.2343, loss: 0.7327 2024-05-27 19:16:40,317 - mmdet - INFO - Epoch [9][1650/7330] lr: 5.133e-06, eta: 2:04:39, time: 0.275, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0421, loss_cls: 0.1898, acc: 92.9138, loss_bbox: 0.2484, loss_mask: 0.2333, loss: 0.7383 2024-05-27 19:16:54,084 - mmdet - INFO - Epoch [9][1700/7330] lr: 5.133e-06, eta: 2:04:26, time: 0.275, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0401, loss_cls: 0.1885, acc: 93.0261, loss_bbox: 0.2433, loss_mask: 0.2326, loss: 0.7292 2024-05-27 19:17:07,823 - mmdet - INFO - Epoch [9][1750/7330] lr: 5.133e-06, eta: 2:04:12, time: 0.275, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0399, loss_cls: 0.1859, acc: 93.1274, loss_bbox: 0.2397, loss_mask: 0.2276, loss: 0.7181 2024-05-27 19:17:21,619 - mmdet - INFO - Epoch [9][1800/7330] lr: 5.133e-06, eta: 2:03:59, time: 0.276, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0408, loss_cls: 0.1836, acc: 93.1904, loss_bbox: 0.2406, loss_mask: 0.2284, loss: 0.7168 2024-05-27 19:17:35,458 - mmdet - INFO - Epoch [9][1850/7330] lr: 5.133e-06, eta: 2:03:45, time: 0.277, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0416, loss_cls: 0.1876, acc: 92.9790, loss_bbox: 0.2458, loss_mask: 0.2357, loss: 0.7354 2024-05-27 19:17:49,226 - mmdet - INFO - Epoch [9][1900/7330] lr: 5.133e-06, eta: 2:03:32, time: 0.275, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0415, loss_cls: 0.1906, acc: 93.0273, loss_bbox: 0.2488, loss_mask: 0.2348, loss: 0.7413 2024-05-27 19:18:02,978 - mmdet - INFO - Epoch [9][1950/7330] lr: 5.133e-06, eta: 2:03:19, time: 0.275, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0410, loss_cls: 0.1851, acc: 93.1323, loss_bbox: 0.2441, loss_mask: 0.2359, loss: 0.7323 2024-05-27 19:18:16,713 - mmdet - INFO - Epoch [9][2000/7330] lr: 5.133e-06, eta: 2:03:05, time: 0.275, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0412, loss_cls: 0.1923, acc: 92.9028, loss_bbox: 0.2485, loss_mask: 0.2376, loss: 0.7438 2024-05-27 19:18:30,470 - mmdet - INFO - Epoch [9][2050/7330] lr: 5.133e-06, eta: 2:02:52, time: 0.275, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0434, loss_cls: 0.1891, acc: 92.9768, loss_bbox: 0.2466, loss_mask: 0.2351, loss: 0.7402 2024-05-27 19:18:44,310 - mmdet - INFO - Epoch [9][2100/7330] lr: 5.133e-06, eta: 2:02:38, time: 0.277, data_time: 0.018, memory: 4109, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0417, loss_cls: 0.1904, acc: 92.9534, loss_bbox: 0.2500, loss_mask: 0.2376, loss: 0.7455 2024-05-27 19:18:58,048 - mmdet - INFO - Epoch [9][2150/7330] lr: 5.133e-06, eta: 2:02:25, time: 0.275, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0404, loss_cls: 0.1910, acc: 93.0149, loss_bbox: 0.2441, loss_mask: 0.2364, loss: 0.7380 2024-05-27 19:19:11,879 - mmdet - INFO - Epoch [9][2200/7330] lr: 5.133e-06, eta: 2:02:12, time: 0.277, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0423, loss_cls: 0.1900, acc: 92.9038, loss_bbox: 0.2471, loss_mask: 0.2348, loss: 0.7397 2024-05-27 19:19:25,635 - mmdet - INFO - Epoch [9][2250/7330] lr: 5.133e-06, eta: 2:01:58, time: 0.275, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0458, loss_cls: 0.2011, acc: 92.4399, loss_bbox: 0.2629, loss_mask: 0.2470, loss: 0.7866 2024-05-27 19:19:39,318 - mmdet - INFO - Epoch [9][2300/7330] lr: 5.133e-06, eta: 2:01:45, time: 0.274, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0446, loss_cls: 0.1972, acc: 92.7700, loss_bbox: 0.2502, loss_mask: 0.2358, loss: 0.7583 2024-05-27 19:19:53,068 - mmdet - INFO - Epoch [9][2350/7330] lr: 5.133e-06, eta: 2:01:31, time: 0.275, data_time: 0.018, memory: 4109, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0436, loss_cls: 0.1920, acc: 92.9248, loss_bbox: 0.2443, loss_mask: 0.2363, loss: 0.7440 2024-05-27 19:20:06,703 - mmdet - INFO - Epoch [9][2400/7330] lr: 5.133e-06, eta: 2:01:18, time: 0.273, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0388, loss_cls: 0.1801, acc: 93.3271, loss_bbox: 0.2353, loss_mask: 0.2381, loss: 0.7153 2024-05-27 19:20:20,446 - mmdet - INFO - Epoch [9][2450/7330] lr: 5.133e-06, eta: 2:01:04, time: 0.275, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0403, loss_cls: 0.1865, acc: 93.1692, loss_bbox: 0.2415, loss_mask: 0.2327, loss: 0.7270 2024-05-27 19:20:34,298 - mmdet - INFO - Epoch [9][2500/7330] lr: 5.133e-06, eta: 2:00:51, time: 0.277, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0404, loss_cls: 0.1860, acc: 93.0166, loss_bbox: 0.2433, loss_mask: 0.2300, loss: 0.7239 2024-05-27 19:20:47,890 - mmdet - INFO - Epoch [9][2550/7330] lr: 5.133e-06, eta: 2:00:38, time: 0.272, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0241, loss_rpn_bbox: 0.0392, loss_cls: 0.1839, acc: 93.1562, loss_bbox: 0.2433, loss_mask: 0.2388, loss: 0.7292 2024-05-27 19:21:01,716 - mmdet - INFO - Epoch [9][2600/7330] lr: 5.133e-06, eta: 2:00:24, time: 0.277, data_time: 0.017, memory: 4109, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0434, loss_cls: 0.1963, acc: 92.7246, loss_bbox: 0.2485, loss_mask: 0.2384, loss: 0.7541 2024-05-27 19:21:15,547 - mmdet - INFO - Epoch [9][2650/7330] lr: 5.133e-06, eta: 2:00:11, time: 0.277, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0408, loss_cls: 0.1840, acc: 93.1680, loss_bbox: 0.2406, loss_mask: 0.2302, loss: 0.7232 2024-05-27 19:21:29,372 - mmdet - INFO - Epoch [9][2700/7330] lr: 5.133e-06, eta: 1:59:57, time: 0.276, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0381, loss_cls: 0.1879, acc: 93.1389, loss_bbox: 0.2340, loss_mask: 0.2312, loss: 0.7166 2024-05-27 19:21:43,096 - mmdet - INFO - Epoch [9][2750/7330] lr: 5.133e-06, eta: 1:59:44, time: 0.275, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0382, loss_cls: 0.1857, acc: 93.1887, loss_bbox: 0.2423, loss_mask: 0.2369, loss: 0.7278 2024-05-27 19:21:56,683 - mmdet - INFO - Epoch [9][2800/7330] lr: 5.133e-06, eta: 1:59:31, time: 0.272, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0395, loss_cls: 0.1832, acc: 93.1670, loss_bbox: 0.2398, loss_mask: 0.2284, loss: 0.7157 2024-05-27 19:22:10,220 - mmdet - INFO - Epoch [9][2850/7330] lr: 5.133e-06, eta: 1:59:17, time: 0.271, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0251, loss_rpn_bbox: 0.0411, loss_cls: 0.1846, acc: 93.1309, loss_bbox: 0.2381, loss_mask: 0.2353, loss: 0.7240 2024-05-27 19:22:23,964 - mmdet - INFO - Epoch [9][2900/7330] lr: 5.133e-06, eta: 1:59:04, time: 0.275, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0433, loss_cls: 0.1888, acc: 92.9341, loss_bbox: 0.2502, loss_mask: 0.2344, loss: 0.7436 2024-05-27 19:22:37,911 - mmdet - INFO - Epoch [9][2950/7330] lr: 5.133e-06, eta: 1:58:50, time: 0.279, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0417, loss_cls: 0.1864, acc: 93.1406, loss_bbox: 0.2407, loss_mask: 0.2312, loss: 0.7262 2024-05-27 19:22:51,721 - mmdet - INFO - Epoch [9][3000/7330] lr: 5.133e-06, eta: 1:58:37, time: 0.276, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0412, loss_cls: 0.1948, acc: 92.7527, loss_bbox: 0.2504, loss_mask: 0.2329, loss: 0.7451 2024-05-27 19:23:05,597 - mmdet - INFO - Epoch [9][3050/7330] lr: 5.133e-06, eta: 1:58:23, time: 0.278, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0246, loss_rpn_bbox: 0.0384, loss_cls: 0.1889, acc: 92.9746, loss_bbox: 0.2491, loss_mask: 0.2385, loss: 0.7396 2024-05-27 19:23:19,483 - mmdet - INFO - Epoch [9][3100/7330] lr: 5.133e-06, eta: 1:58:10, time: 0.278, data_time: 0.017, memory: 4109, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0432, loss_cls: 0.1935, acc: 92.8752, loss_bbox: 0.2453, loss_mask: 0.2386, loss: 0.7483 2024-05-27 19:23:33,039 - mmdet - INFO - Epoch [9][3150/7330] lr: 5.133e-06, eta: 1:57:57, time: 0.271, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0395, loss_cls: 0.1842, acc: 93.1111, loss_bbox: 0.2422, loss_mask: 0.2300, loss: 0.7206 2024-05-27 19:23:47,000 - mmdet - INFO - Epoch [9][3200/7330] lr: 5.133e-06, eta: 1:57:43, time: 0.279, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0396, loss_cls: 0.1838, acc: 93.1128, loss_bbox: 0.2435, loss_mask: 0.2368, loss: 0.7287 2024-05-27 19:24:00,779 - mmdet - INFO - Epoch [9][3250/7330] lr: 5.133e-06, eta: 1:57:30, time: 0.276, data_time: 0.013, memory: 4109, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0390, loss_cls: 0.1782, acc: 93.2917, loss_bbox: 0.2350, loss_mask: 0.2287, loss: 0.7052 2024-05-27 19:24:15,555 - mmdet - INFO - Epoch [9][3300/7330] lr: 5.133e-06, eta: 1:57:17, time: 0.295, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0387, loss_cls: 0.1780, acc: 93.3950, loss_bbox: 0.2335, loss_mask: 0.2245, loss: 0.6970 2024-05-27 19:24:29,149 - mmdet - INFO - Epoch [9][3350/7330] lr: 5.133e-06, eta: 1:57:03, time: 0.272, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0445, loss_cls: 0.2010, acc: 92.5903, loss_bbox: 0.2527, loss_mask: 0.2350, loss: 0.7608 2024-05-27 19:24:42,602 - mmdet - INFO - Epoch [9][3400/7330] lr: 5.133e-06, eta: 1:56:50, time: 0.269, data_time: 0.017, memory: 4109, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0399, loss_cls: 0.1850, acc: 93.0984, loss_bbox: 0.2436, loss_mask: 0.2328, loss: 0.7281 2024-05-27 19:24:55,954 - mmdet - INFO - Epoch [9][3450/7330] lr: 5.133e-06, eta: 1:56:36, time: 0.267, data_time: 0.013, memory: 4109, loss_rpn_cls: 0.0244, loss_rpn_bbox: 0.0402, loss_cls: 0.1836, acc: 93.1707, loss_bbox: 0.2365, loss_mask: 0.2316, loss: 0.7163 2024-05-27 19:25:09,435 - mmdet - INFO - Epoch [9][3500/7330] lr: 5.133e-06, eta: 1:56:23, time: 0.270, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0416, loss_cls: 0.1850, acc: 93.0266, loss_bbox: 0.2485, loss_mask: 0.2355, loss: 0.7355 2024-05-27 19:25:22,786 - mmdet - INFO - Epoch [9][3550/7330] lr: 5.133e-06, eta: 1:56:09, time: 0.267, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0396, loss_cls: 0.1816, acc: 93.2112, loss_bbox: 0.2408, loss_mask: 0.2326, loss: 0.7198 2024-05-27 19:25:36,261 - mmdet - INFO - Epoch [9][3600/7330] lr: 5.133e-06, eta: 1:55:56, time: 0.269, data_time: 0.017, memory: 4109, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0425, loss_cls: 0.1893, acc: 92.9192, loss_bbox: 0.2471, loss_mask: 0.2361, loss: 0.7416 2024-05-27 19:25:49,531 - mmdet - INFO - Epoch [9][3650/7330] lr: 5.133e-06, eta: 1:55:42, time: 0.265, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0410, loss_cls: 0.1830, acc: 93.1572, loss_bbox: 0.2420, loss_mask: 0.2336, loss: 0.7258 2024-05-27 19:26:03,091 - mmdet - INFO - Epoch [9][3700/7330] lr: 5.133e-06, eta: 1:55:28, time: 0.271, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0390, loss_cls: 0.1821, acc: 93.1633, loss_bbox: 0.2378, loss_mask: 0.2292, loss: 0.7124 2024-05-27 19:26:16,912 - mmdet - INFO - Epoch [9][3750/7330] lr: 5.133e-06, eta: 1:55:15, time: 0.276, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0385, loss_cls: 0.1856, acc: 93.2148, loss_bbox: 0.2429, loss_mask: 0.2347, loss: 0.7264 2024-05-27 19:26:30,600 - mmdet - INFO - Epoch [9][3800/7330] lr: 5.133e-06, eta: 1:55:02, time: 0.274, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0392, loss_cls: 0.1866, acc: 93.2158, loss_bbox: 0.2371, loss_mask: 0.2274, loss: 0.7155 2024-05-27 19:26:44,383 - mmdet - INFO - Epoch [9][3850/7330] lr: 5.133e-06, eta: 1:54:48, time: 0.276, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0405, loss_cls: 0.1821, acc: 93.1509, loss_bbox: 0.2421, loss_mask: 0.2307, loss: 0.7205 2024-05-27 19:26:58,282 - mmdet - INFO - Epoch [9][3900/7330] lr: 5.133e-06, eta: 1:54:35, time: 0.278, data_time: 0.017, memory: 4109, loss_rpn_cls: 0.0251, loss_rpn_bbox: 0.0409, loss_cls: 0.1849, acc: 93.0613, loss_bbox: 0.2436, loss_mask: 0.2336, loss: 0.7280 2024-05-27 19:27:12,156 - mmdet - INFO - Epoch [9][3950/7330] lr: 5.133e-06, eta: 1:54:21, time: 0.277, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0246, loss_rpn_bbox: 0.0402, loss_cls: 0.1868, acc: 93.0654, loss_bbox: 0.2433, loss_mask: 0.2305, loss: 0.7254 2024-05-27 19:27:25,956 - mmdet - INFO - Epoch [9][4000/7330] lr: 5.133e-06, eta: 1:54:08, time: 0.276, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0429, loss_cls: 0.1921, acc: 92.8787, loss_bbox: 0.2493, loss_mask: 0.2323, loss: 0.7435 2024-05-27 19:27:39,707 - mmdet - INFO - Epoch [9][4050/7330] lr: 5.133e-06, eta: 1:53:55, time: 0.275, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0405, loss_cls: 0.1878, acc: 93.0559, loss_bbox: 0.2412, loss_mask: 0.2329, loss: 0.7278 2024-05-27 19:27:53,429 - mmdet - INFO - Epoch [9][4100/7330] lr: 5.133e-06, eta: 1:53:41, time: 0.274, data_time: 0.017, memory: 4109, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0421, loss_cls: 0.1800, acc: 93.2825, loss_bbox: 0.2364, loss_mask: 0.2332, loss: 0.7156 2024-05-27 19:28:07,140 - mmdet - INFO - Epoch [9][4150/7330] lr: 5.133e-06, eta: 1:53:28, time: 0.274, data_time: 0.013, memory: 4109, loss_rpn_cls: 0.0244, loss_rpn_bbox: 0.0427, loss_cls: 0.1871, acc: 93.0364, loss_bbox: 0.2425, loss_mask: 0.2312, loss: 0.7279 2024-05-27 19:28:20,858 - mmdet - INFO - Epoch [9][4200/7330] lr: 5.133e-06, eta: 1:53:14, time: 0.274, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0428, loss_cls: 0.1919, acc: 92.8640, loss_bbox: 0.2450, loss_mask: 0.2395, loss: 0.7468 2024-05-27 19:28:34,541 - mmdet - INFO - Epoch [9][4250/7330] lr: 5.133e-06, eta: 1:53:01, time: 0.274, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0397, loss_cls: 0.1812, acc: 93.3123, loss_bbox: 0.2311, loss_mask: 0.2305, loss: 0.7080 2024-05-27 19:28:48,392 - mmdet - INFO - Epoch [9][4300/7330] lr: 5.133e-06, eta: 1:52:47, time: 0.277, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0433, loss_cls: 0.1951, acc: 92.7434, loss_bbox: 0.2534, loss_mask: 0.2393, loss: 0.7572 2024-05-27 19:29:02,127 - mmdet - INFO - Epoch [9][4350/7330] lr: 5.133e-06, eta: 1:52:34, time: 0.275, data_time: 0.013, memory: 4109, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0420, loss_cls: 0.1831, acc: 93.2776, loss_bbox: 0.2384, loss_mask: 0.2295, loss: 0.7176 2024-05-27 19:29:15,872 - mmdet - INFO - Epoch [9][4400/7330] lr: 5.133e-06, eta: 1:52:20, time: 0.275, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0435, loss_cls: 0.1901, acc: 92.9441, loss_bbox: 0.2489, loss_mask: 0.2346, loss: 0.7432 2024-05-27 19:29:29,629 - mmdet - INFO - Epoch [9][4450/7330] lr: 5.133e-06, eta: 1:52:07, time: 0.275, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0405, loss_cls: 0.1787, acc: 93.3406, loss_bbox: 0.2342, loss_mask: 0.2282, loss: 0.7057 2024-05-27 19:29:43,345 - mmdet - INFO - Epoch [9][4500/7330] lr: 5.133e-06, eta: 1:51:54, time: 0.274, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0405, loss_cls: 0.1799, acc: 93.2866, loss_bbox: 0.2347, loss_mask: 0.2315, loss: 0.7119 2024-05-27 19:29:57,128 - mmdet - INFO - Epoch [9][4550/7330] lr: 5.133e-06, eta: 1:51:40, time: 0.276, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0399, loss_cls: 0.1894, acc: 93.0007, loss_bbox: 0.2457, loss_mask: 0.2341, loss: 0.7337 2024-05-27 19:30:10,965 - mmdet - INFO - Epoch [9][4600/7330] lr: 5.133e-06, eta: 1:51:27, time: 0.277, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0396, loss_cls: 0.1900, acc: 92.8076, loss_bbox: 0.2453, loss_mask: 0.2315, loss: 0.7303 2024-05-27 19:30:24,795 - mmdet - INFO - Epoch [9][4650/7330] lr: 5.133e-06, eta: 1:51:13, time: 0.277, data_time: 0.020, memory: 4109, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0420, loss_cls: 0.1946, acc: 92.7913, loss_bbox: 0.2514, loss_mask: 0.2425, loss: 0.7586 2024-05-27 19:30:38,665 - mmdet - INFO - Epoch [9][4700/7330] lr: 5.133e-06, eta: 1:51:00, time: 0.277, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0447, loss_cls: 0.1882, acc: 92.9465, loss_bbox: 0.2533, loss_mask: 0.2350, loss: 0.7479 2024-05-27 19:30:52,425 - mmdet - INFO - Epoch [9][4750/7330] lr: 5.133e-06, eta: 1:50:47, time: 0.275, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0397, loss_cls: 0.1887, acc: 93.0588, loss_bbox: 0.2417, loss_mask: 0.2318, loss: 0.7276 2024-05-27 19:31:05,997 - mmdet - INFO - Epoch [9][4800/7330] lr: 5.133e-06, eta: 1:50:33, time: 0.271, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0370, loss_cls: 0.1814, acc: 93.4001, loss_bbox: 0.2319, loss_mask: 0.2344, loss: 0.7076 2024-05-27 19:31:19,681 - mmdet - INFO - Epoch [9][4850/7330] lr: 5.133e-06, eta: 1:50:20, time: 0.274, data_time: 0.017, memory: 4109, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0411, loss_cls: 0.1797, acc: 93.3362, loss_bbox: 0.2354, loss_mask: 0.2252, loss: 0.7065 2024-05-27 19:31:33,299 - mmdet - INFO - Epoch [9][4900/7330] lr: 5.133e-06, eta: 1:50:06, time: 0.272, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0380, loss_cls: 0.1802, acc: 93.2878, loss_bbox: 0.2352, loss_mask: 0.2275, loss: 0.7048 2024-05-27 19:31:47,000 - mmdet - INFO - Epoch [9][4950/7330] lr: 5.133e-06, eta: 1:49:53, time: 0.274, data_time: 0.013, memory: 4109, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0392, loss_cls: 0.1800, acc: 93.2783, loss_bbox: 0.2365, loss_mask: 0.2315, loss: 0.7113 2024-05-27 19:32:00,676 - mmdet - INFO - Epoch [9][5000/7330] lr: 5.133e-06, eta: 1:49:39, time: 0.274, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0407, loss_cls: 0.1882, acc: 93.1016, loss_bbox: 0.2389, loss_mask: 0.2314, loss: 0.7246 2024-05-27 19:32:14,329 - mmdet - INFO - Epoch [9][5050/7330] lr: 5.133e-06, eta: 1:49:26, time: 0.273, data_time: 0.013, memory: 4109, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0424, loss_cls: 0.1845, acc: 93.1731, loss_bbox: 0.2390, loss_mask: 0.2293, loss: 0.7202 2024-05-27 19:32:28,167 - mmdet - INFO - Epoch [9][5100/7330] lr: 5.133e-06, eta: 1:49:12, time: 0.277, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0416, loss_cls: 0.1879, acc: 92.9453, loss_bbox: 0.2440, loss_mask: 0.2323, loss: 0.7306 2024-05-27 19:32:41,838 - mmdet - INFO - Epoch [9][5150/7330] lr: 5.133e-06, eta: 1:48:59, time: 0.273, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0387, loss_cls: 0.1817, acc: 93.2715, loss_bbox: 0.2370, loss_mask: 0.2301, loss: 0.7122 2024-05-27 19:32:55,649 - mmdet - INFO - Epoch [9][5200/7330] lr: 5.133e-06, eta: 1:48:45, time: 0.276, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0410, loss_cls: 0.1848, acc: 93.1208, loss_bbox: 0.2444, loss_mask: 0.2350, loss: 0.7282 2024-05-27 19:33:09,459 - mmdet - INFO - Epoch [9][5250/7330] lr: 5.133e-06, eta: 1:48:32, time: 0.276, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0420, loss_cls: 0.1860, acc: 93.0208, loss_bbox: 0.2435, loss_mask: 0.2292, loss: 0.7261 2024-05-27 19:33:23,198 - mmdet - INFO - Epoch [9][5300/7330] lr: 5.133e-06, eta: 1:48:18, time: 0.275, data_time: 0.017, memory: 4109, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0398, loss_cls: 0.1881, acc: 93.1060, loss_bbox: 0.2429, loss_mask: 0.2342, loss: 0.7306 2024-05-27 19:33:37,060 - mmdet - INFO - Epoch [9][5350/7330] lr: 5.133e-06, eta: 1:48:05, time: 0.277, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0432, loss_cls: 0.1912, acc: 92.8494, loss_bbox: 0.2491, loss_mask: 0.2425, loss: 0.7526 2024-05-27 19:33:50,924 - mmdet - INFO - Epoch [9][5400/7330] lr: 5.133e-06, eta: 1:47:52, time: 0.277, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0396, loss_cls: 0.1905, acc: 92.9436, loss_bbox: 0.2445, loss_mask: 0.2343, loss: 0.7339 2024-05-27 19:34:04,747 - mmdet - INFO - Epoch [9][5450/7330] lr: 5.133e-06, eta: 1:47:38, time: 0.276, data_time: 0.017, memory: 4109, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0418, loss_cls: 0.1842, acc: 93.0867, loss_bbox: 0.2414, loss_mask: 0.2355, loss: 0.7288 2024-05-27 19:34:18,397 - mmdet - INFO - Epoch [9][5500/7330] lr: 5.133e-06, eta: 1:47:25, time: 0.273, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0394, loss_cls: 0.1857, acc: 93.1399, loss_bbox: 0.2388, loss_mask: 0.2277, loss: 0.7148 2024-05-27 19:34:32,123 - mmdet - INFO - Epoch [9][5550/7330] lr: 5.133e-06, eta: 1:47:11, time: 0.275, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0398, loss_cls: 0.1781, acc: 93.3501, loss_bbox: 0.2326, loss_mask: 0.2211, loss: 0.6972 2024-05-27 19:34:45,807 - mmdet - INFO - Epoch [9][5600/7330] lr: 5.133e-06, eta: 1:46:58, time: 0.274, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0414, loss_cls: 0.1878, acc: 93.1074, loss_bbox: 0.2424, loss_mask: 0.2328, loss: 0.7294 2024-05-27 19:34:59,473 - mmdet - INFO - Epoch [9][5650/7330] lr: 5.133e-06, eta: 1:46:44, time: 0.273, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0240, loss_rpn_bbox: 0.0395, loss_cls: 0.1776, acc: 93.3567, loss_bbox: 0.2359, loss_mask: 0.2247, loss: 0.7017 2024-05-27 19:35:13,293 - mmdet - INFO - Epoch [9][5700/7330] lr: 5.133e-06, eta: 1:46:31, time: 0.276, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0408, loss_cls: 0.1821, acc: 93.1187, loss_bbox: 0.2429, loss_mask: 0.2254, loss: 0.7149 2024-05-27 19:35:27,099 - mmdet - INFO - Epoch [9][5750/7330] lr: 5.133e-06, eta: 1:46:18, time: 0.276, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0424, loss_cls: 0.1902, acc: 92.9597, loss_bbox: 0.2457, loss_mask: 0.2367, loss: 0.7403 2024-05-27 19:35:40,915 - mmdet - INFO - Epoch [9][5800/7330] lr: 5.133e-06, eta: 1:46:04, time: 0.276, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0422, loss_cls: 0.1870, acc: 93.1204, loss_bbox: 0.2416, loss_mask: 0.2318, loss: 0.7287 2024-05-27 19:35:54,679 - mmdet - INFO - Epoch [9][5850/7330] lr: 5.133e-06, eta: 1:45:51, time: 0.275, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0426, loss_cls: 0.1850, acc: 93.0654, loss_bbox: 0.2488, loss_mask: 0.2347, loss: 0.7359 2024-05-27 19:36:08,358 - mmdet - INFO - Epoch [9][5900/7330] lr: 5.133e-06, eta: 1:45:37, time: 0.274, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0392, loss_cls: 0.1857, acc: 93.2156, loss_bbox: 0.2401, loss_mask: 0.2360, loss: 0.7276 2024-05-27 19:36:22,182 - mmdet - INFO - Epoch [9][5950/7330] lr: 5.133e-06, eta: 1:45:24, time: 0.276, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0430, loss_cls: 0.1879, acc: 93.0771, loss_bbox: 0.2438, loss_mask: 0.2351, loss: 0.7365 2024-05-27 19:36:35,910 - mmdet - INFO - Epoch [9][6000/7330] lr: 5.133e-06, eta: 1:45:10, time: 0.275, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0420, loss_cls: 0.1899, acc: 92.9624, loss_bbox: 0.2490, loss_mask: 0.2345, loss: 0.7413 2024-05-27 19:36:49,578 - mmdet - INFO - Epoch [9][6050/7330] lr: 5.133e-06, eta: 1:44:57, time: 0.273, data_time: 0.017, memory: 4109, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0408, loss_cls: 0.1796, acc: 93.2437, loss_bbox: 0.2341, loss_mask: 0.2321, loss: 0.7128 2024-05-27 19:37:03,219 - mmdet - INFO - Epoch [9][6100/7330] lr: 5.133e-06, eta: 1:44:43, time: 0.273, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0385, loss_cls: 0.1703, acc: 93.6689, loss_bbox: 0.2254, loss_mask: 0.2277, loss: 0.6861 2024-05-27 19:37:16,918 - mmdet - INFO - Epoch [9][6150/7330] lr: 5.133e-06, eta: 1:44:30, time: 0.274, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0404, loss_cls: 0.1833, acc: 93.1816, loss_bbox: 0.2385, loss_mask: 0.2319, loss: 0.7190 2024-05-27 19:37:30,609 - mmdet - INFO - Epoch [9][6200/7330] lr: 5.133e-06, eta: 1:44:16, time: 0.274, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0402, loss_cls: 0.1755, acc: 93.4731, loss_bbox: 0.2315, loss_mask: 0.2214, loss: 0.6925 2024-05-27 19:37:44,318 - mmdet - INFO - Epoch [9][6250/7330] lr: 5.133e-06, eta: 1:44:03, time: 0.274, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0393, loss_cls: 0.1780, acc: 93.4651, loss_bbox: 0.2289, loss_mask: 0.2304, loss: 0.7002 2024-05-27 19:37:58,047 - mmdet - INFO - Epoch [9][6300/7330] lr: 5.133e-06, eta: 1:43:49, time: 0.275, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0244, loss_rpn_bbox: 0.0408, loss_cls: 0.1820, acc: 93.1597, loss_bbox: 0.2411, loss_mask: 0.2330, loss: 0.7213 2024-05-27 19:38:11,836 - mmdet - INFO - Epoch [9][6350/7330] lr: 5.133e-06, eta: 1:43:36, time: 0.276, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0422, loss_cls: 0.1875, acc: 92.9429, loss_bbox: 0.2470, loss_mask: 0.2343, loss: 0.7384 2024-05-27 19:38:25,560 - mmdet - INFO - Epoch [9][6400/7330] lr: 5.133e-06, eta: 1:43:23, time: 0.274, data_time: 0.013, memory: 4109, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0419, loss_cls: 0.1857, acc: 93.1335, loss_bbox: 0.2431, loss_mask: 0.2338, loss: 0.7327 2024-05-27 19:38:39,272 - mmdet - INFO - Epoch [9][6450/7330] lr: 5.133e-06, eta: 1:43:09, time: 0.274, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0412, loss_cls: 0.1785, acc: 93.3464, loss_bbox: 0.2357, loss_mask: 0.2244, loss: 0.7045 2024-05-27 19:38:53,022 - mmdet - INFO - Epoch [9][6500/7330] lr: 5.133e-06, eta: 1:42:56, time: 0.275, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0426, loss_cls: 0.1840, acc: 93.1072, loss_bbox: 0.2462, loss_mask: 0.2312, loss: 0.7302 2024-05-27 19:39:06,672 - mmdet - INFO - Epoch [9][6550/7330] lr: 5.133e-06, eta: 1:42:42, time: 0.273, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0241, loss_rpn_bbox: 0.0420, loss_cls: 0.1828, acc: 93.1599, loss_bbox: 0.2421, loss_mask: 0.2276, loss: 0.7186 2024-05-27 19:39:20,302 - mmdet - INFO - Epoch [9][6600/7330] lr: 5.133e-06, eta: 1:42:29, time: 0.273, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0412, loss_cls: 0.1832, acc: 93.1436, loss_bbox: 0.2392, loss_mask: 0.2307, loss: 0.7178 2024-05-27 19:39:34,036 - mmdet - INFO - Epoch [9][6650/7330] lr: 5.133e-06, eta: 1:42:15, time: 0.275, data_time: 0.018, memory: 4109, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0387, loss_cls: 0.1844, acc: 93.1575, loss_bbox: 0.2435, loss_mask: 0.2338, loss: 0.7236 2024-05-27 19:39:47,739 - mmdet - INFO - Epoch [9][6700/7330] lr: 5.133e-06, eta: 1:42:02, time: 0.274, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0402, loss_cls: 0.1867, acc: 93.1169, loss_bbox: 0.2406, loss_mask: 0.2340, loss: 0.7254 2024-05-27 19:40:01,521 - mmdet - INFO - Epoch [9][6750/7330] lr: 5.133e-06, eta: 1:41:48, time: 0.276, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0395, loss_cls: 0.1863, acc: 93.0813, loss_bbox: 0.2408, loss_mask: 0.2324, loss: 0.7247 2024-05-27 19:40:15,364 - mmdet - INFO - Epoch [9][6800/7330] lr: 5.133e-06, eta: 1:41:35, time: 0.277, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0398, loss_cls: 0.1899, acc: 93.0212, loss_bbox: 0.2446, loss_mask: 0.2283, loss: 0.7276 2024-05-27 19:40:29,072 - mmdet - INFO - Epoch [9][6850/7330] lr: 5.133e-06, eta: 1:41:21, time: 0.274, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0424, loss_cls: 0.1910, acc: 92.9189, loss_bbox: 0.2458, loss_mask: 0.2384, loss: 0.7454 2024-05-27 19:40:42,725 - mmdet - INFO - Epoch [9][6900/7330] lr: 5.133e-06, eta: 1:41:08, time: 0.273, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0245, loss_rpn_bbox: 0.0416, loss_cls: 0.1852, acc: 93.0366, loss_bbox: 0.2451, loss_mask: 0.2359, loss: 0.7323 2024-05-27 19:40:56,374 - mmdet - INFO - Epoch [9][6950/7330] lr: 5.133e-06, eta: 1:40:54, time: 0.273, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0388, loss_cls: 0.1830, acc: 93.3062, loss_bbox: 0.2341, loss_mask: 0.2303, loss: 0.7093 2024-05-27 19:41:10,047 - mmdet - INFO - Epoch [9][7000/7330] lr: 5.133e-06, eta: 1:40:41, time: 0.273, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0407, loss_cls: 0.1831, acc: 93.2285, loss_bbox: 0.2401, loss_mask: 0.2321, loss: 0.7215 2024-05-27 19:41:23,879 - mmdet - INFO - Epoch [9][7050/7330] lr: 5.133e-06, eta: 1:40:27, time: 0.277, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0408, loss_cls: 0.1845, acc: 93.0825, loss_bbox: 0.2454, loss_mask: 0.2304, loss: 0.7253 2024-05-27 19:41:37,639 - mmdet - INFO - Epoch [9][7100/7330] lr: 5.133e-06, eta: 1:40:14, time: 0.275, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0423, loss_cls: 0.1908, acc: 92.8826, loss_bbox: 0.2507, loss_mask: 0.2393, loss: 0.7498 2024-05-27 19:41:51,235 - mmdet - INFO - Epoch [9][7150/7330] lr: 5.133e-06, eta: 1:40:00, time: 0.272, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0409, loss_cls: 0.1857, acc: 93.1836, loss_bbox: 0.2393, loss_mask: 0.2356, loss: 0.7275 2024-05-27 19:42:04,813 - mmdet - INFO - Epoch [9][7200/7330] lr: 5.133e-06, eta: 1:39:47, time: 0.272, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0241, loss_rpn_bbox: 0.0386, loss_cls: 0.1806, acc: 93.1946, loss_bbox: 0.2369, loss_mask: 0.2309, loss: 0.7111 2024-05-27 19:42:18,477 - mmdet - INFO - Epoch [9][7250/7330] lr: 5.133e-06, eta: 1:39:33, time: 0.273, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0401, loss_cls: 0.1771, acc: 93.3657, loss_bbox: 0.2342, loss_mask: 0.2298, loss: 0.7064 2024-05-27 19:42:32,358 - mmdet - INFO - Epoch [9][7300/7330] lr: 5.133e-06, eta: 1:39:20, time: 0.278, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0412, loss_cls: 0.1864, acc: 93.0105, loss_bbox: 0.2492, loss_mask: 0.2340, loss: 0.7345 2024-05-27 19:42:41,210 - mmdet - INFO - Saving checkpoint at 9 epochs 2024-05-27 19:43:25,151 - mmdet - INFO - Evaluating bbox... 2024-05-27 19:43:51,000 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.428 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.664 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.468 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.244 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.470 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.591 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.548 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.548 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.548 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.344 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.598 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.721 2024-05-27 19:43:51,000 - mmdet - INFO - Evaluating segm... 2024-05-27 19:44:18,653 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.391 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.627 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.414 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 ] = 0.428 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.604 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.503 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.503 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.503 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.286 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.558 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.700 2024-05-27 19:44:19,089 - mmdet - INFO - Exp name: mask_rcnn_deit_vit_b_fpn_1x_coco_bs16.py 2024-05-27 19:44:19,089 - mmdet - INFO - Epoch(val) [9][625] bbox_mAP: 0.4280, bbox_mAP_50: 0.6640, bbox_mAP_75: 0.4680, bbox_mAP_s: 0.2440, bbox_mAP_m: 0.4700, bbox_mAP_l: 0.5910, bbox_mAP_copypaste: 0.428 0.664 0.468 0.244 0.470 0.591, segm_mAP: 0.3910, segm_mAP_50: 0.6270, segm_mAP_75: 0.4140, segm_mAP_s: 0.1760, segm_mAP_m: 0.4280, segm_mAP_l: 0.6040, segm_mAP_copypaste: 0.391 0.627 0.414 0.176 0.428 0.604 2024-05-27 19:44:35,816 - mmdet - INFO - Epoch [10][50/7330] lr: 5.133e-06, eta: 1:38:57, time: 0.334, data_time: 0.081, memory: 4109, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0384, loss_cls: 0.1695, acc: 93.6443, loss_bbox: 0.2267, loss_mask: 0.2281, loss: 0.6841 2024-05-27 19:44:49,658 - mmdet - INFO - Epoch [10][100/7330] lr: 5.133e-06, eta: 1:38:43, time: 0.277, data_time: 0.019, memory: 4109, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0429, loss_cls: 0.1872, acc: 93.0413, loss_bbox: 0.2433, loss_mask: 0.2293, loss: 0.7316 2024-05-27 19:45:03,269 - mmdet - INFO - Epoch [10][150/7330] lr: 5.133e-06, eta: 1:38:30, time: 0.272, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0393, loss_cls: 0.1828, acc: 93.3186, loss_bbox: 0.2299, loss_mask: 0.2328, loss: 0.7104 2024-05-27 19:45:16,884 - mmdet - INFO - Epoch [10][200/7330] lr: 5.133e-06, eta: 1:38:16, time: 0.272, data_time: 0.017, memory: 4109, loss_rpn_cls: 0.0246, loss_rpn_bbox: 0.0418, loss_cls: 0.1814, acc: 93.2207, loss_bbox: 0.2431, loss_mask: 0.2308, loss: 0.7216 2024-05-27 19:45:30,530 - mmdet - INFO - Epoch [10][250/7330] lr: 5.133e-06, eta: 1:38:03, time: 0.273, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0376, loss_cls: 0.1747, acc: 93.4922, loss_bbox: 0.2287, loss_mask: 0.2286, loss: 0.6921 2024-05-27 19:45:44,188 - mmdet - INFO - Epoch [10][300/7330] lr: 5.133e-06, eta: 1:37:49, time: 0.273, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0417, loss_cls: 0.1814, acc: 93.2046, loss_bbox: 0.2466, loss_mask: 0.2345, loss: 0.7299 2024-05-27 19:45:57,927 - mmdet - INFO - Epoch [10][350/7330] lr: 5.133e-06, eta: 1:37:36, time: 0.275, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0432, loss_cls: 0.1865, acc: 93.0005, loss_bbox: 0.2505, loss_mask: 0.2340, loss: 0.7405 2024-05-27 19:46:11,504 - mmdet - INFO - Epoch [10][400/7330] lr: 5.133e-06, eta: 1:37:22, time: 0.272, data_time: 0.013, memory: 4109, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0383, loss_cls: 0.1756, acc: 93.3665, loss_bbox: 0.2324, loss_mask: 0.2241, loss: 0.6927 2024-05-27 19:46:25,354 - mmdet - INFO - Epoch [10][450/7330] lr: 5.133e-06, eta: 1:37:09, time: 0.277, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0395, loss_cls: 0.1837, acc: 93.1333, loss_bbox: 0.2413, loss_mask: 0.2258, loss: 0.7146 2024-05-27 19:46:39,149 - mmdet - INFO - Epoch [10][500/7330] lr: 5.133e-06, eta: 1:36:55, time: 0.276, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0234, loss_rpn_bbox: 0.0372, loss_cls: 0.1791, acc: 93.3657, loss_bbox: 0.2316, loss_mask: 0.2234, loss: 0.6947 2024-05-27 19:46:52,893 - mmdet - INFO - Epoch [10][550/7330] lr: 5.133e-06, eta: 1:36:42, time: 0.275, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0414, loss_cls: 0.1867, acc: 92.9963, loss_bbox: 0.2440, loss_mask: 0.2344, loss: 0.7301 2024-05-27 19:47:06,522 - mmdet - INFO - Epoch [10][600/7330] lr: 5.133e-06, eta: 1:36:28, time: 0.273, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0392, loss_cls: 0.1788, acc: 93.2661, loss_bbox: 0.2371, loss_mask: 0.2236, loss: 0.7008 2024-05-27 19:47:20,100 - mmdet - INFO - Epoch [10][650/7330] lr: 5.133e-06, eta: 1:36:15, time: 0.272, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0416, loss_cls: 0.1842, acc: 93.0906, loss_bbox: 0.2416, loss_mask: 0.2344, loss: 0.7268 2024-05-27 19:47:33,814 - mmdet - INFO - Epoch [10][700/7330] lr: 5.133e-06, eta: 1:36:01, time: 0.274, data_time: 0.017, memory: 4109, loss_rpn_cls: 0.0249, loss_rpn_bbox: 0.0402, loss_cls: 0.1882, acc: 92.8884, loss_bbox: 0.2461, loss_mask: 0.2324, loss: 0.7318 2024-05-27 19:47:47,448 - mmdet - INFO - Epoch [10][750/7330] lr: 5.133e-06, eta: 1:35:48, time: 0.273, data_time: 0.013, memory: 4109, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0402, loss_cls: 0.1709, acc: 93.5144, loss_bbox: 0.2341, loss_mask: 0.2327, loss: 0.7015 2024-05-27 19:48:01,097 - mmdet - INFO - Epoch [10][800/7330] lr: 5.133e-06, eta: 1:35:35, time: 0.273, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0430, loss_cls: 0.1843, acc: 93.1326, loss_bbox: 0.2438, loss_mask: 0.2321, loss: 0.7289 2024-05-27 19:48:14,732 - mmdet - INFO - Epoch [10][850/7330] lr: 5.133e-06, eta: 1:35:21, time: 0.273, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0367, loss_cls: 0.1714, acc: 93.5845, loss_bbox: 0.2301, loss_mask: 0.2236, loss: 0.6838 2024-05-27 19:48:28,403 - mmdet - INFO - Epoch [10][900/7330] lr: 5.133e-06, eta: 1:35:08, time: 0.273, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0415, loss_cls: 0.1843, acc: 93.1006, loss_bbox: 0.2410, loss_mask: 0.2340, loss: 0.7251 2024-05-27 19:48:42,061 - mmdet - INFO - Epoch [10][950/7330] lr: 5.133e-06, eta: 1:34:54, time: 0.273, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0384, loss_cls: 0.1792, acc: 93.3386, loss_bbox: 0.2405, loss_mask: 0.2316, loss: 0.7108 2024-05-27 19:48:55,713 - mmdet - INFO - Epoch [10][1000/7330] lr: 5.133e-06, eta: 1:34:41, time: 0.273, data_time: 0.013, memory: 4109, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0405, loss_cls: 0.1800, acc: 93.2097, loss_bbox: 0.2391, loss_mask: 0.2332, loss: 0.7167 2024-05-27 19:49:09,402 - mmdet - INFO - Epoch [10][1050/7330] lr: 5.133e-06, eta: 1:34:27, time: 0.274, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0387, loss_cls: 0.1750, acc: 93.4092, loss_bbox: 0.2358, loss_mask: 0.2249, loss: 0.6972 2024-05-27 19:49:22,963 - mmdet - INFO - Epoch [10][1100/7330] lr: 5.133e-06, eta: 1:34:14, time: 0.271, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0427, loss_cls: 0.1862, acc: 93.0874, loss_bbox: 0.2453, loss_mask: 0.2333, loss: 0.7338 2024-05-27 19:49:36,470 - mmdet - INFO - Epoch [10][1150/7330] lr: 5.133e-06, eta: 1:34:00, time: 0.270, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0397, loss_cls: 0.1792, acc: 93.2295, loss_bbox: 0.2372, loss_mask: 0.2300, loss: 0.7090 2024-05-27 19:49:50,183 - mmdet - INFO - Epoch [10][1200/7330] lr: 5.133e-06, eta: 1:33:47, time: 0.274, data_time: 0.018, memory: 4109, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0408, loss_cls: 0.1826, acc: 93.1665, loss_bbox: 0.2428, loss_mask: 0.2327, loss: 0.7236 2024-05-27 19:50:03,835 - mmdet - INFO - Epoch [10][1250/7330] lr: 5.133e-06, eta: 1:33:33, time: 0.273, data_time: 0.013, memory: 4109, loss_rpn_cls: 0.0240, loss_rpn_bbox: 0.0417, loss_cls: 0.1770, acc: 93.2766, loss_bbox: 0.2381, loss_mask: 0.2316, loss: 0.7125 2024-05-27 19:50:17,451 - mmdet - INFO - Epoch [10][1300/7330] lr: 5.133e-06, eta: 1:33:19, time: 0.272, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0396, loss_cls: 0.1749, acc: 93.3521, loss_bbox: 0.2430, loss_mask: 0.2276, loss: 0.7071 2024-05-27 19:50:31,068 - mmdet - INFO - Epoch [10][1350/7330] lr: 5.133e-06, eta: 1:33:06, time: 0.272, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0372, loss_cls: 0.1756, acc: 93.4639, loss_bbox: 0.2318, loss_mask: 0.2285, loss: 0.6962 2024-05-27 19:50:44,733 - mmdet - INFO - Epoch [10][1400/7330] lr: 5.133e-06, eta: 1:32:52, time: 0.273, data_time: 0.020, memory: 4109, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0409, loss_cls: 0.1812, acc: 93.1619, loss_bbox: 0.2405, loss_mask: 0.2288, loss: 0.7150 2024-05-27 19:50:58,372 - mmdet - INFO - Epoch [10][1450/7330] lr: 5.133e-06, eta: 1:32:39, time: 0.273, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0400, loss_cls: 0.1817, acc: 93.1719, loss_bbox: 0.2429, loss_mask: 0.2303, loss: 0.7178 2024-05-27 19:51:11,925 - mmdet - INFO - Epoch [10][1500/7330] lr: 5.133e-06, eta: 1:32:25, time: 0.271, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0417, loss_cls: 0.1793, acc: 93.2634, loss_bbox: 0.2370, loss_mask: 0.2259, loss: 0.7068 2024-05-27 19:51:25,592 - mmdet - INFO - Epoch [10][1550/7330] lr: 5.133e-06, eta: 1:32:12, time: 0.273, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0395, loss_cls: 0.1741, acc: 93.4600, loss_bbox: 0.2336, loss_mask: 0.2241, loss: 0.6959 2024-05-27 19:51:39,228 - mmdet - INFO - Epoch [10][1600/7330] lr: 5.133e-06, eta: 1:31:58, time: 0.273, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0402, loss_cls: 0.1807, acc: 93.0857, loss_bbox: 0.2450, loss_mask: 0.2371, loss: 0.7281 2024-05-27 19:51:52,757 - mmdet - INFO - Epoch [10][1650/7330] lr: 5.133e-06, eta: 1:31:45, time: 0.271, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0408, loss_cls: 0.1746, acc: 93.5354, loss_bbox: 0.2319, loss_mask: 0.2257, loss: 0.6970 2024-05-27 19:52:06,351 - mmdet - INFO - Epoch [10][1700/7330] lr: 5.133e-06, eta: 1:31:31, time: 0.272, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0421, loss_cls: 0.1801, acc: 93.2795, loss_bbox: 0.2405, loss_mask: 0.2301, loss: 0.7192 2024-05-27 19:52:19,946 - mmdet - INFO - Epoch [10][1750/7330] lr: 5.133e-06, eta: 1:31:18, time: 0.272, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0409, loss_cls: 0.1816, acc: 93.2603, loss_bbox: 0.2387, loss_mask: 0.2246, loss: 0.7109 2024-05-27 19:52:33,623 - mmdet - INFO - Epoch [10][1800/7330] lr: 5.133e-06, eta: 1:31:04, time: 0.273, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0413, loss_cls: 0.1812, acc: 93.1814, loss_bbox: 0.2386, loss_mask: 0.2280, loss: 0.7156 2024-05-27 19:52:47,242 - mmdet - INFO - Epoch [10][1850/7330] lr: 5.133e-06, eta: 1:30:51, time: 0.272, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0422, loss_cls: 0.1882, acc: 92.9895, loss_bbox: 0.2450, loss_mask: 0.2254, loss: 0.7251 2024-05-27 19:53:01,035 - mmdet - INFO - Epoch [10][1900/7330] lr: 5.133e-06, eta: 1:30:37, time: 0.276, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0403, loss_cls: 0.1792, acc: 93.2905, loss_bbox: 0.2420, loss_mask: 0.2345, loss: 0.7213 2024-05-27 19:53:14,615 - mmdet - INFO - Epoch [10][1950/7330] lr: 5.133e-06, eta: 1:30:24, time: 0.272, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0386, loss_cls: 0.1739, acc: 93.4434, loss_bbox: 0.2309, loss_mask: 0.2234, loss: 0.6897 2024-05-27 19:53:28,389 - mmdet - INFO - Epoch [10][2000/7330] lr: 5.133e-06, eta: 1:30:10, time: 0.275, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0423, loss_cls: 0.1802, acc: 93.2007, loss_bbox: 0.2400, loss_mask: 0.2269, loss: 0.7120 2024-05-27 19:53:42,147 - mmdet - INFO - Epoch [10][2050/7330] lr: 5.133e-06, eta: 1:29:57, time: 0.275, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0402, loss_cls: 0.1764, acc: 93.2759, loss_bbox: 0.2403, loss_mask: 0.2325, loss: 0.7117 2024-05-27 19:53:55,906 - mmdet - INFO - Epoch [10][2100/7330] lr: 5.133e-06, eta: 1:29:44, time: 0.275, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0385, loss_cls: 0.1721, acc: 93.5344, loss_bbox: 0.2277, loss_mask: 0.2210, loss: 0.6811 2024-05-27 19:54:09,632 - mmdet - INFO - Epoch [10][2150/7330] lr: 5.133e-06, eta: 1:29:30, time: 0.274, data_time: 0.017, memory: 4109, loss_rpn_cls: 0.0245, loss_rpn_bbox: 0.0402, loss_cls: 0.1831, acc: 93.0950, loss_bbox: 0.2448, loss_mask: 0.2357, loss: 0.7284 2024-05-27 19:54:23,253 - mmdet - INFO - Epoch [10][2200/7330] lr: 5.133e-06, eta: 1:29:17, time: 0.272, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0249, loss_rpn_bbox: 0.0424, loss_cls: 0.1800, acc: 93.1331, loss_bbox: 0.2383, loss_mask: 0.2285, loss: 0.7140 2024-05-27 19:54:37,045 - mmdet - INFO - Epoch [10][2250/7330] lr: 5.133e-06, eta: 1:29:03, time: 0.276, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0249, loss_rpn_bbox: 0.0440, loss_cls: 0.1843, acc: 93.0676, loss_bbox: 0.2446, loss_mask: 0.2287, loss: 0.7265 2024-05-27 19:54:50,689 - mmdet - INFO - Epoch [10][2300/7330] lr: 5.133e-06, eta: 1:28:50, time: 0.273, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0245, loss_rpn_bbox: 0.0398, loss_cls: 0.1778, acc: 93.3655, loss_bbox: 0.2380, loss_mask: 0.2269, loss: 0.7071 2024-05-27 19:55:04,301 - mmdet - INFO - Epoch [10][2350/7330] lr: 5.133e-06, eta: 1:28:36, time: 0.272, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0382, loss_cls: 0.1755, acc: 93.3950, loss_bbox: 0.2365, loss_mask: 0.2283, loss: 0.7013 2024-05-27 19:55:17,758 - mmdet - INFO - Epoch [10][2400/7330] lr: 5.133e-06, eta: 1:28:23, time: 0.269, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0399, loss_cls: 0.1747, acc: 93.3938, loss_bbox: 0.2283, loss_mask: 0.2250, loss: 0.6915 2024-05-27 19:55:31,394 - mmdet - INFO - Epoch [10][2450/7330] lr: 5.133e-06, eta: 1:28:09, time: 0.273, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0233, loss_rpn_bbox: 0.0407, loss_cls: 0.1797, acc: 93.2551, loss_bbox: 0.2379, loss_mask: 0.2276, loss: 0.7092 2024-05-27 19:55:45,158 - mmdet - INFO - Epoch [10][2500/7330] lr: 5.133e-06, eta: 1:27:56, time: 0.275, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0233, loss_rpn_bbox: 0.0382, loss_cls: 0.1784, acc: 93.2683, loss_bbox: 0.2361, loss_mask: 0.2291, loss: 0.7051 2024-05-27 19:55:58,794 - mmdet - INFO - Epoch [10][2550/7330] lr: 5.133e-06, eta: 1:27:42, time: 0.273, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0380, loss_cls: 0.1748, acc: 93.5073, loss_bbox: 0.2285, loss_mask: 0.2238, loss: 0.6876 2024-05-27 19:56:12,329 - mmdet - INFO - Epoch [10][2600/7330] lr: 5.133e-06, eta: 1:27:28, time: 0.271, data_time: 0.018, memory: 4109, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0392, loss_cls: 0.1785, acc: 93.2866, loss_bbox: 0.2346, loss_mask: 0.2265, loss: 0.7014 2024-05-27 19:56:33,019 - mmdet - INFO - Epoch [10][2650/7330] lr: 5.133e-06, eta: 1:27:17, time: 0.414, data_time: 0.158, memory: 4109, loss_rpn_cls: 0.0238, loss_rpn_bbox: 0.0402, loss_cls: 0.1729, acc: 93.4673, loss_bbox: 0.2326, loss_mask: 0.2254, loss: 0.6948 2024-05-27 19:56:46,667 - mmdet - INFO - Epoch [10][2700/7330] lr: 5.133e-06, eta: 1:27:03, time: 0.273, data_time: 0.013, memory: 4109, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0389, loss_cls: 0.1677, acc: 93.5984, loss_bbox: 0.2257, loss_mask: 0.2214, loss: 0.6766 2024-05-27 19:57:00,331 - mmdet - INFO - Epoch [10][2750/7330] lr: 5.133e-06, eta: 1:26:50, time: 0.273, data_time: 0.020, memory: 4109, loss_rpn_cls: 0.0244, loss_rpn_bbox: 0.0395, loss_cls: 0.1819, acc: 93.1929, loss_bbox: 0.2363, loss_mask: 0.2289, loss: 0.7111 2024-05-27 19:57:13,864 - mmdet - INFO - Epoch [10][2800/7330] lr: 5.133e-06, eta: 1:26:36, time: 0.271, data_time: 0.012, memory: 4109, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0388, loss_cls: 0.1769, acc: 93.3232, loss_bbox: 0.2326, loss_mask: 0.2336, loss: 0.7054 2024-05-27 19:57:27,465 - mmdet - INFO - Epoch [10][2850/7330] lr: 5.133e-06, eta: 1:26:23, time: 0.272, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0421, loss_cls: 0.1817, acc: 93.1616, loss_bbox: 0.2416, loss_mask: 0.2304, loss: 0.7206 2024-05-27 19:57:41,050 - mmdet - INFO - Epoch [10][2900/7330] lr: 5.133e-06, eta: 1:26:09, time: 0.272, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0416, loss_cls: 0.1855, acc: 93.0994, loss_bbox: 0.2436, loss_mask: 0.2314, loss: 0.7277 2024-05-27 19:57:54,701 - mmdet - INFO - Epoch [10][2950/7330] lr: 5.133e-06, eta: 1:25:56, time: 0.273, data_time: 0.018, memory: 4109, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0426, loss_cls: 0.1885, acc: 93.0110, loss_bbox: 0.2462, loss_mask: 0.2386, loss: 0.7418 2024-05-27 19:58:08,343 - mmdet - INFO - Epoch [10][3000/7330] lr: 5.133e-06, eta: 1:25:42, time: 0.273, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0244, loss_rpn_bbox: 0.0416, loss_cls: 0.1837, acc: 93.1885, loss_bbox: 0.2367, loss_mask: 0.2275, loss: 0.7139 2024-05-27 19:58:21,985 - mmdet - INFO - Epoch [10][3050/7330] lr: 5.133e-06, eta: 1:25:29, time: 0.273, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0414, loss_cls: 0.1810, acc: 93.2732, loss_bbox: 0.2435, loss_mask: 0.2288, loss: 0.7202 2024-05-27 19:58:35,619 - mmdet - INFO - Epoch [10][3100/7330] lr: 5.133e-06, eta: 1:25:15, time: 0.273, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0438, loss_cls: 0.1899, acc: 92.8579, loss_bbox: 0.2489, loss_mask: 0.2327, loss: 0.7422 2024-05-27 19:58:49,255 - mmdet - INFO - Epoch [10][3150/7330] lr: 5.133e-06, eta: 1:25:02, time: 0.273, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0401, loss_cls: 0.1797, acc: 93.3076, loss_bbox: 0.2321, loss_mask: 0.2248, loss: 0.7008 2024-05-27 19:59:02,819 - mmdet - INFO - Epoch [10][3200/7330] lr: 5.133e-06, eta: 1:24:48, time: 0.271, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0434, loss_cls: 0.1836, acc: 93.0991, loss_bbox: 0.2453, loss_mask: 0.2347, loss: 0.7325 2024-05-27 19:59:16,352 - mmdet - INFO - Epoch [10][3250/7330] lr: 5.133e-06, eta: 1:24:35, time: 0.271, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0240, loss_rpn_bbox: 0.0391, loss_cls: 0.1824, acc: 93.1750, loss_bbox: 0.2386, loss_mask: 0.2305, loss: 0.7146 2024-05-27 19:59:29,913 - mmdet - INFO - Epoch [10][3300/7330] lr: 5.133e-06, eta: 1:24:21, time: 0.271, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0393, loss_cls: 0.1764, acc: 93.2957, loss_bbox: 0.2350, loss_mask: 0.2320, loss: 0.7062 2024-05-27 19:59:43,468 - mmdet - INFO - Epoch [10][3350/7330] lr: 5.133e-06, eta: 1:24:08, time: 0.271, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0240, loss_rpn_bbox: 0.0412, loss_cls: 0.1768, acc: 93.3477, loss_bbox: 0.2345, loss_mask: 0.2287, loss: 0.7052 2024-05-27 19:59:57,196 - mmdet - INFO - Epoch [10][3400/7330] lr: 5.133e-06, eta: 1:23:54, time: 0.275, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0419, loss_cls: 0.1843, acc: 93.1367, loss_bbox: 0.2449, loss_mask: 0.2303, loss: 0.7267 2024-05-27 20:00:10,809 - mmdet - INFO - Epoch [10][3450/7330] lr: 5.133e-06, eta: 1:23:41, time: 0.272, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0251, loss_rpn_bbox: 0.0415, loss_cls: 0.1854, acc: 93.0798, loss_bbox: 0.2428, loss_mask: 0.2355, loss: 0.7303 2024-05-27 20:00:24,501 - mmdet - INFO - Epoch [10][3500/7330] lr: 5.133e-06, eta: 1:23:27, time: 0.274, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0394, loss_cls: 0.1763, acc: 93.4802, loss_bbox: 0.2324, loss_mask: 0.2256, loss: 0.6963 2024-05-27 20:00:37,942 - mmdet - INFO - Epoch [10][3550/7330] lr: 5.133e-06, eta: 1:23:14, time: 0.269, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0234, loss_rpn_bbox: 0.0382, loss_cls: 0.1747, acc: 93.5151, loss_bbox: 0.2299, loss_mask: 0.2279, loss: 0.6941 2024-05-27 20:00:51,674 - mmdet - INFO - Epoch [10][3600/7330] lr: 5.133e-06, eta: 1:23:00, time: 0.275, data_time: 0.017, memory: 4109, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0394, loss_cls: 0.1767, acc: 93.3560, loss_bbox: 0.2353, loss_mask: 0.2241, loss: 0.6985 2024-05-27 20:01:05,358 - mmdet - INFO - Epoch [10][3650/7330] lr: 5.133e-06, eta: 1:22:47, time: 0.274, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0426, loss_cls: 0.1890, acc: 92.9033, loss_bbox: 0.2527, loss_mask: 0.2388, loss: 0.7504 2024-05-27 20:01:18,908 - mmdet - INFO - Epoch [10][3700/7330] lr: 5.133e-06, eta: 1:22:33, time: 0.271, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0401, loss_cls: 0.1797, acc: 93.2175, loss_bbox: 0.2427, loss_mask: 0.2309, loss: 0.7170 2024-05-27 20:01:32,624 - mmdet - INFO - Epoch [10][3750/7330] lr: 5.133e-06, eta: 1:22:20, time: 0.274, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0412, loss_cls: 0.1793, acc: 93.2891, loss_bbox: 0.2384, loss_mask: 0.2298, loss: 0.7125 2024-05-27 20:01:46,195 - mmdet - INFO - Epoch [10][3800/7330] lr: 5.133e-06, eta: 1:22:06, time: 0.271, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0370, loss_cls: 0.1780, acc: 93.3496, loss_bbox: 0.2365, loss_mask: 0.2289, loss: 0.7039 2024-05-27 20:01:59,635 - mmdet - INFO - Epoch [10][3850/7330] lr: 5.133e-06, eta: 1:21:52, time: 0.269, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0385, loss_cls: 0.1804, acc: 93.3813, loss_bbox: 0.2319, loss_mask: 0.2285, loss: 0.7021 2024-05-27 20:02:13,196 - mmdet - INFO - Epoch [10][3900/7330] lr: 5.133e-06, eta: 1:21:39, time: 0.271, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0375, loss_cls: 0.1740, acc: 93.5513, loss_bbox: 0.2279, loss_mask: 0.2239, loss: 0.6858 2024-05-27 20:02:26,759 - mmdet - INFO - Epoch [10][3950/7330] lr: 5.133e-06, eta: 1:21:25, time: 0.271, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0402, loss_cls: 0.1769, acc: 93.3809, loss_bbox: 0.2367, loss_mask: 0.2305, loss: 0.7099 2024-05-27 20:02:40,223 - mmdet - INFO - Epoch [10][4000/7330] lr: 5.133e-06, eta: 1:21:12, time: 0.269, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0407, loss_cls: 0.1797, acc: 93.3176, loss_bbox: 0.2314, loss_mask: 0.2270, loss: 0.7053 2024-05-27 20:02:53,891 - mmdet - INFO - Epoch [10][4050/7330] lr: 5.133e-06, eta: 1:20:58, time: 0.273, data_time: 0.017, memory: 4109, loss_rpn_cls: 0.0251, loss_rpn_bbox: 0.0428, loss_cls: 0.1939, acc: 92.7563, loss_bbox: 0.2499, loss_mask: 0.2363, loss: 0.7480 2024-05-27 20:03:07,376 - mmdet - INFO - Epoch [10][4100/7330] lr: 5.133e-06, eta: 1:20:45, time: 0.270, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0234, loss_rpn_bbox: 0.0388, loss_cls: 0.1798, acc: 93.3694, loss_bbox: 0.2330, loss_mask: 0.2274, loss: 0.7023 2024-05-27 20:03:20,907 - mmdet - INFO - Epoch [10][4150/7330] lr: 5.133e-06, eta: 1:20:31, time: 0.271, data_time: 0.013, memory: 4109, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0426, loss_cls: 0.1827, acc: 93.1909, loss_bbox: 0.2405, loss_mask: 0.2313, loss: 0.7227 2024-05-27 20:03:34,575 - mmdet - INFO - Epoch [10][4200/7330] lr: 5.133e-06, eta: 1:20:18, time: 0.273, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0411, loss_cls: 0.1743, acc: 93.4517, loss_bbox: 0.2326, loss_mask: 0.2218, loss: 0.6945 2024-05-27 20:03:48,423 - mmdet - INFO - Epoch [10][4250/7330] lr: 5.133e-06, eta: 1:20:04, time: 0.277, data_time: 0.013, memory: 4109, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0417, loss_cls: 0.1841, acc: 93.0168, loss_bbox: 0.2429, loss_mask: 0.2288, loss: 0.7228 2024-05-27 20:04:02,087 - mmdet - INFO - Epoch [10][4300/7330] lr: 5.133e-06, eta: 1:19:51, time: 0.273, data_time: 0.013, memory: 4109, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0386, loss_cls: 0.1765, acc: 93.4011, loss_bbox: 0.2353, loss_mask: 0.2293, loss: 0.7013 2024-05-27 20:04:15,602 - mmdet - INFO - Epoch [10][4350/7330] lr: 5.133e-06, eta: 1:19:37, time: 0.270, data_time: 0.013, memory: 4109, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0379, loss_cls: 0.1696, acc: 93.5515, loss_bbox: 0.2340, loss_mask: 0.2222, loss: 0.6844 2024-05-27 20:04:29,431 - mmdet - INFO - Epoch [10][4400/7330] lr: 5.133e-06, eta: 1:19:24, time: 0.277, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0430, loss_cls: 0.1834, acc: 93.0537, loss_bbox: 0.2466, loss_mask: 0.2334, loss: 0.7313 2024-05-27 20:04:43,230 - mmdet - INFO - Epoch [10][4450/7330] lr: 5.133e-06, eta: 1:19:10, time: 0.276, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0240, loss_rpn_bbox: 0.0393, loss_cls: 0.1689, acc: 93.5913, loss_bbox: 0.2313, loss_mask: 0.2265, loss: 0.6900 2024-05-27 20:04:57,017 - mmdet - INFO - Epoch [10][4500/7330] lr: 5.133e-06, eta: 1:18:57, time: 0.276, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0395, loss_cls: 0.1776, acc: 93.3582, loss_bbox: 0.2367, loss_mask: 0.2314, loss: 0.7082 2024-05-27 20:05:10,824 - mmdet - INFO - Epoch [10][4550/7330] lr: 5.133e-06, eta: 1:18:43, time: 0.276, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0388, loss_cls: 0.1697, acc: 93.5635, loss_bbox: 0.2248, loss_mask: 0.2211, loss: 0.6747 2024-05-27 20:05:24,685 - mmdet - INFO - Epoch [10][4600/7330] lr: 5.133e-06, eta: 1:18:30, time: 0.277, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0403, loss_cls: 0.1836, acc: 93.2517, loss_bbox: 0.2391, loss_mask: 0.2263, loss: 0.7155 2024-05-27 20:05:38,316 - mmdet - INFO - Epoch [10][4650/7330] lr: 5.133e-06, eta: 1:18:16, time: 0.273, data_time: 0.013, memory: 4109, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0371, loss_cls: 0.1744, acc: 93.5857, loss_bbox: 0.2275, loss_mask: 0.2219, loss: 0.6824 2024-05-27 20:05:51,943 - mmdet - INFO - Epoch [10][4700/7330] lr: 5.133e-06, eta: 1:18:03, time: 0.273, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0393, loss_cls: 0.1758, acc: 93.3984, loss_bbox: 0.2335, loss_mask: 0.2294, loss: 0.7012 2024-05-27 20:06:05,684 - mmdet - INFO - Epoch [10][4750/7330] lr: 5.133e-06, eta: 1:17:49, time: 0.275, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0419, loss_cls: 0.1811, acc: 93.0347, loss_bbox: 0.2437, loss_mask: 0.2332, loss: 0.7255 2024-05-27 20:06:19,344 - mmdet - INFO - Epoch [10][4800/7330] lr: 5.133e-06, eta: 1:17:36, time: 0.273, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0184, loss_rpn_bbox: 0.0353, loss_cls: 0.1732, acc: 93.4924, loss_bbox: 0.2287, loss_mask: 0.2213, loss: 0.6769 2024-05-27 20:06:33,136 - mmdet - INFO - Epoch [10][4850/7330] lr: 5.133e-06, eta: 1:17:22, time: 0.276, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0386, loss_cls: 0.1789, acc: 93.2908, loss_bbox: 0.2354, loss_mask: 0.2229, loss: 0.6989 2024-05-27 20:06:46,808 - mmdet - INFO - Epoch [10][4900/7330] lr: 5.133e-06, eta: 1:17:09, time: 0.273, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0234, loss_rpn_bbox: 0.0398, loss_cls: 0.1755, acc: 93.3457, loss_bbox: 0.2295, loss_mask: 0.2326, loss: 0.7008 2024-05-27 20:07:00,405 - mmdet - INFO - Epoch [10][4950/7330] lr: 5.133e-06, eta: 1:16:55, time: 0.272, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0392, loss_cls: 0.1707, acc: 93.7188, loss_bbox: 0.2306, loss_mask: 0.2277, loss: 0.6903 2024-05-27 20:07:14,188 - mmdet - INFO - Epoch [10][5000/7330] lr: 5.133e-06, eta: 1:16:42, time: 0.276, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0400, loss_cls: 0.1799, acc: 93.3232, loss_bbox: 0.2400, loss_mask: 0.2277, loss: 0.7119 2024-05-27 20:07:27,998 - mmdet - INFO - Epoch [10][5050/7330] lr: 5.133e-06, eta: 1:16:28, time: 0.276, data_time: 0.017, memory: 4109, loss_rpn_cls: 0.0251, loss_rpn_bbox: 0.0430, loss_cls: 0.1869, acc: 93.0049, loss_bbox: 0.2448, loss_mask: 0.2338, loss: 0.7336 2024-05-27 20:07:41,794 - mmdet - INFO - Epoch [10][5100/7330] lr: 5.133e-06, eta: 1:16:15, time: 0.276, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0400, loss_cls: 0.1781, acc: 93.2498, loss_bbox: 0.2424, loss_mask: 0.2281, loss: 0.7124 2024-05-27 20:07:55,458 - mmdet - INFO - Epoch [10][5150/7330] lr: 5.133e-06, eta: 1:16:01, time: 0.273, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0386, loss_cls: 0.1742, acc: 93.5007, loss_bbox: 0.2323, loss_mask: 0.2293, loss: 0.6995 2024-05-27 20:08:09,089 - mmdet - INFO - Epoch [10][5200/7330] lr: 5.133e-06, eta: 1:15:48, time: 0.273, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0241, loss_rpn_bbox: 0.0386, loss_cls: 0.1793, acc: 93.2761, loss_bbox: 0.2320, loss_mask: 0.2280, loss: 0.7020 2024-05-27 20:08:23,049 - mmdet - INFO - Epoch [10][5250/7330] lr: 5.133e-06, eta: 1:15:34, time: 0.279, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0420, loss_cls: 0.1864, acc: 93.1184, loss_bbox: 0.2470, loss_mask: 0.2299, loss: 0.7305 2024-05-27 20:08:36,903 - mmdet - INFO - Epoch [10][5300/7330] lr: 5.133e-06, eta: 1:15:21, time: 0.277, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0380, loss_cls: 0.1765, acc: 93.3835, loss_bbox: 0.2366, loss_mask: 0.2254, loss: 0.6993 2024-05-27 20:08:50,607 - mmdet - INFO - Epoch [10][5350/7330] lr: 5.133e-06, eta: 1:15:07, time: 0.274, data_time: 0.017, memory: 4109, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0396, loss_cls: 0.1783, acc: 93.3291, loss_bbox: 0.2332, loss_mask: 0.2284, loss: 0.7031 2024-05-27 20:09:04,362 - mmdet - INFO - Epoch [10][5400/7330] lr: 5.133e-06, eta: 1:14:54, time: 0.275, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0406, loss_cls: 0.1780, acc: 93.2246, loss_bbox: 0.2375, loss_mask: 0.2261, loss: 0.7048 2024-05-27 20:09:18,015 - mmdet - INFO - Epoch [10][5450/7330] lr: 5.133e-06, eta: 1:14:40, time: 0.273, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0435, loss_cls: 0.1930, acc: 92.9556, loss_bbox: 0.2463, loss_mask: 0.2329, loss: 0.7412 2024-05-27 20:09:31,631 - mmdet - INFO - Epoch [10][5500/7330] lr: 5.133e-06, eta: 1:14:27, time: 0.272, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0416, loss_cls: 0.1817, acc: 93.1689, loss_bbox: 0.2388, loss_mask: 0.2300, loss: 0.7157 2024-05-27 20:09:45,247 - mmdet - INFO - Epoch [10][5550/7330] lr: 5.133e-06, eta: 1:14:13, time: 0.272, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0394, loss_cls: 0.1792, acc: 93.2563, loss_bbox: 0.2412, loss_mask: 0.2286, loss: 0.7113 2024-05-27 20:09:58,901 - mmdet - INFO - Epoch [10][5600/7330] lr: 5.133e-06, eta: 1:14:00, time: 0.273, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0246, loss_rpn_bbox: 0.0411, loss_cls: 0.1822, acc: 93.2371, loss_bbox: 0.2369, loss_mask: 0.2290, loss: 0.7138 2024-05-27 20:10:12,589 - mmdet - INFO - Epoch [10][5650/7330] lr: 5.133e-06, eta: 1:13:46, time: 0.274, data_time: 0.017, memory: 4109, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0427, loss_cls: 0.1889, acc: 92.9424, loss_bbox: 0.2491, loss_mask: 0.2352, loss: 0.7433 2024-05-27 20:10:26,203 - mmdet - INFO - Epoch [10][5700/7330] lr: 5.133e-06, eta: 1:13:33, time: 0.272, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0425, loss_cls: 0.1833, acc: 93.1040, loss_bbox: 0.2424, loss_mask: 0.2322, loss: 0.7257 2024-05-27 20:10:39,854 - mmdet - INFO - Epoch [10][5750/7330] lr: 5.133e-06, eta: 1:13:19, time: 0.273, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0384, loss_cls: 0.1792, acc: 93.3516, loss_bbox: 0.2319, loss_mask: 0.2284, loss: 0.7022 2024-05-27 20:10:53,563 - mmdet - INFO - Epoch [10][5800/7330] lr: 5.133e-06, eta: 1:13:06, time: 0.274, data_time: 0.013, memory: 4109, loss_rpn_cls: 0.0241, loss_rpn_bbox: 0.0403, loss_cls: 0.1785, acc: 93.2078, loss_bbox: 0.2380, loss_mask: 0.2300, loss: 0.7110 2024-05-27 20:11:07,109 - mmdet - INFO - Epoch [10][5850/7330] lr: 5.133e-06, eta: 1:12:52, time: 0.271, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0368, loss_cls: 0.1747, acc: 93.6470, loss_bbox: 0.2290, loss_mask: 0.2251, loss: 0.6881 2024-05-27 20:11:20,618 - mmdet - INFO - Epoch [10][5900/7330] lr: 5.133e-06, eta: 1:12:39, time: 0.270, data_time: 0.012, memory: 4109, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0378, loss_cls: 0.1697, acc: 93.5786, loss_bbox: 0.2244, loss_mask: 0.2188, loss: 0.6721 2024-05-27 20:11:34,125 - mmdet - INFO - Epoch [10][5950/7330] lr: 5.133e-06, eta: 1:12:25, time: 0.270, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0396, loss_cls: 0.1759, acc: 93.3604, loss_bbox: 0.2322, loss_mask: 0.2304, loss: 0.7008 2024-05-27 20:11:47,745 - mmdet - INFO - Epoch [10][6000/7330] lr: 5.133e-06, eta: 1:12:11, time: 0.272, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0238, loss_rpn_bbox: 0.0398, loss_cls: 0.1787, acc: 93.3237, loss_bbox: 0.2357, loss_mask: 0.2251, loss: 0.7032 2024-05-27 20:12:01,273 - mmdet - INFO - Epoch [10][6050/7330] lr: 5.133e-06, eta: 1:11:58, time: 0.271, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0411, loss_cls: 0.1765, acc: 93.4365, loss_bbox: 0.2318, loss_mask: 0.2283, loss: 0.7042 2024-05-27 20:12:14,786 - mmdet - INFO - Epoch [10][6100/7330] lr: 5.133e-06, eta: 1:11:44, time: 0.270, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0382, loss_cls: 0.1728, acc: 93.5017, loss_bbox: 0.2278, loss_mask: 0.2225, loss: 0.6836 2024-05-27 20:12:28,434 - mmdet - INFO - Epoch [10][6150/7330] lr: 5.133e-06, eta: 1:11:31, time: 0.273, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0414, loss_cls: 0.1788, acc: 93.2065, loss_bbox: 0.2433, loss_mask: 0.2272, loss: 0.7150 2024-05-27 20:12:42,254 - mmdet - INFO - Epoch [10][6200/7330] lr: 5.133e-06, eta: 1:11:17, time: 0.276, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0432, loss_cls: 0.1865, acc: 93.0491, loss_bbox: 0.2487, loss_mask: 0.2362, loss: 0.7402 2024-05-27 20:12:55,798 - mmdet - INFO - Epoch [10][6250/7330] lr: 5.133e-06, eta: 1:11:04, time: 0.271, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0238, loss_rpn_bbox: 0.0396, loss_cls: 0.1792, acc: 93.2734, loss_bbox: 0.2357, loss_mask: 0.2261, loss: 0.7044 2024-05-27 20:13:09,353 - mmdet - INFO - Epoch [10][6300/7330] lr: 5.133e-06, eta: 1:10:50, time: 0.271, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0407, loss_cls: 0.1791, acc: 93.2905, loss_bbox: 0.2389, loss_mask: 0.2294, loss: 0.7134 2024-05-27 20:13:22,912 - mmdet - INFO - Epoch [10][6350/7330] lr: 5.133e-06, eta: 1:10:37, time: 0.271, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0233, loss_rpn_bbox: 0.0416, loss_cls: 0.1758, acc: 93.3579, loss_bbox: 0.2377, loss_mask: 0.2334, loss: 0.7118 2024-05-27 20:13:36,604 - mmdet - INFO - Epoch [10][6400/7330] lr: 5.133e-06, eta: 1:10:23, time: 0.274, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0382, loss_cls: 0.1728, acc: 93.5210, loss_bbox: 0.2312, loss_mask: 0.2208, loss: 0.6839 2024-05-27 20:13:50,307 - mmdet - INFO - Epoch [10][6450/7330] lr: 5.133e-06, eta: 1:10:10, time: 0.274, data_time: 0.017, memory: 4109, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0403, loss_cls: 0.1826, acc: 93.1196, loss_bbox: 0.2449, loss_mask: 0.2354, loss: 0.7271 2024-05-27 20:14:04,074 - mmdet - INFO - Epoch [10][6500/7330] lr: 5.133e-06, eta: 1:09:56, time: 0.275, data_time: 0.017, memory: 4109, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0377, loss_cls: 0.1747, acc: 93.4507, loss_bbox: 0.2289, loss_mask: 0.2226, loss: 0.6857 2024-05-27 20:14:17,845 - mmdet - INFO - Epoch [10][6550/7330] lr: 5.133e-06, eta: 1:09:43, time: 0.275, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0406, loss_cls: 0.1833, acc: 93.1929, loss_bbox: 0.2458, loss_mask: 0.2334, loss: 0.7259 2024-05-27 20:14:31,389 - mmdet - INFO - Epoch [10][6600/7330] lr: 5.133e-06, eta: 1:09:29, time: 0.271, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0233, loss_rpn_bbox: 0.0389, loss_cls: 0.1703, acc: 93.5239, loss_bbox: 0.2284, loss_mask: 0.2243, loss: 0.6852 2024-05-27 20:14:44,916 - mmdet - INFO - Epoch [10][6650/7330] lr: 5.133e-06, eta: 1:09:16, time: 0.271, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0404, loss_cls: 0.1783, acc: 93.3130, loss_bbox: 0.2374, loss_mask: 0.2293, loss: 0.7094 2024-05-27 20:14:58,651 - mmdet - INFO - Epoch [10][6700/7330] lr: 5.133e-06, eta: 1:09:02, time: 0.275, data_time: 0.017, memory: 4109, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0412, loss_cls: 0.1878, acc: 92.9883, loss_bbox: 0.2498, loss_mask: 0.2360, loss: 0.7389 2024-05-27 20:15:12,257 - mmdet - INFO - Epoch [10][6750/7330] lr: 5.133e-06, eta: 1:08:49, time: 0.272, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0396, loss_cls: 0.1822, acc: 93.2153, loss_bbox: 0.2408, loss_mask: 0.2247, loss: 0.7115 2024-05-27 20:15:25,956 - mmdet - INFO - Epoch [10][6800/7330] lr: 5.133e-06, eta: 1:08:35, time: 0.274, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0241, loss_rpn_bbox: 0.0412, loss_cls: 0.1815, acc: 93.2727, loss_bbox: 0.2378, loss_mask: 0.2262, loss: 0.7109 2024-05-27 20:15:39,656 - mmdet - INFO - Epoch [10][6850/7330] lr: 5.133e-06, eta: 1:08:21, time: 0.274, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0385, loss_cls: 0.1757, acc: 93.3784, loss_bbox: 0.2337, loss_mask: 0.2318, loss: 0.7017 2024-05-27 20:15:53,491 - mmdet - INFO - Epoch [10][6900/7330] lr: 5.133e-06, eta: 1:08:08, time: 0.277, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0391, loss_cls: 0.1707, acc: 93.4951, loss_bbox: 0.2331, loss_mask: 0.2222, loss: 0.6877 2024-05-27 20:16:07,331 - mmdet - INFO - Epoch [10][6950/7330] lr: 5.133e-06, eta: 1:07:55, time: 0.277, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0402, loss_cls: 0.1766, acc: 93.3311, loss_bbox: 0.2371, loss_mask: 0.2304, loss: 0.7070 2024-05-27 20:16:21,013 - mmdet - INFO - Epoch [10][7000/7330] lr: 5.133e-06, eta: 1:07:41, time: 0.274, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0389, loss_cls: 0.1795, acc: 93.2993, loss_bbox: 0.2383, loss_mask: 0.2284, loss: 0.7071 2024-05-27 20:16:34,642 - mmdet - INFO - Epoch [10][7050/7330] lr: 5.133e-06, eta: 1:07:27, time: 0.273, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0390, loss_cls: 0.1696, acc: 93.5615, loss_bbox: 0.2277, loss_mask: 0.2270, loss: 0.6856 2024-05-27 20:16:48,524 - mmdet - INFO - Epoch [10][7100/7330] lr: 5.133e-06, eta: 1:07:14, time: 0.278, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0407, loss_cls: 0.1853, acc: 93.0901, loss_bbox: 0.2421, loss_mask: 0.2304, loss: 0.7224 2024-05-27 20:17:02,256 - mmdet - INFO - Epoch [10][7150/7330] lr: 5.133e-06, eta: 1:07:00, time: 0.275, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0410, loss_cls: 0.1834, acc: 93.1011, loss_bbox: 0.2416, loss_mask: 0.2284, loss: 0.7169 2024-05-27 20:17:16,179 - mmdet - INFO - Epoch [10][7200/7330] lr: 5.133e-06, eta: 1:06:47, time: 0.278, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0391, loss_cls: 0.1770, acc: 93.3396, loss_bbox: 0.2345, loss_mask: 0.2220, loss: 0.6947 2024-05-27 20:17:29,814 - mmdet - INFO - Epoch [10][7250/7330] lr: 5.133e-06, eta: 1:06:33, time: 0.273, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0387, loss_cls: 0.1736, acc: 93.4907, loss_bbox: 0.2302, loss_mask: 0.2278, loss: 0.6937 2024-05-27 20:17:43,499 - mmdet - INFO - Epoch [10][7300/7330] lr: 5.133e-06, eta: 1:06:20, time: 0.274, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0400, loss_cls: 0.1725, acc: 93.4597, loss_bbox: 0.2317, loss_mask: 0.2201, loss: 0.6877 2024-05-27 20:17:52,343 - mmdet - INFO - Saving checkpoint at 10 epochs 2024-05-27 20:18:33,282 - mmdet - INFO - Evaluating bbox... 2024-05-27 20:18:58,360 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.431 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.667 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.470 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.248 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.469 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.597 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.549 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.549 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.549 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.344 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.599 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.722 2024-05-27 20:18:58,360 - mmdet - INFO - Evaluating segm... 2024-05-27 20:19:25,773 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.393 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.627 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.417 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.180 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.430 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.605 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.505 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 ] = 0.288 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.559 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.696 2024-05-27 20:19:26,158 - mmdet - INFO - Exp name: mask_rcnn_deit_vit_b_fpn_1x_coco_bs16.py 2024-05-27 20:19:26,159 - mmdet - INFO - Epoch(val) [10][625] bbox_mAP: 0.4310, bbox_mAP_50: 0.6670, bbox_mAP_75: 0.4700, bbox_mAP_s: 0.2480, bbox_mAP_m: 0.4690, bbox_mAP_l: 0.5970, bbox_mAP_copypaste: 0.431 0.667 0.470 0.248 0.469 0.597, segm_mAP: 0.3930, segm_mAP_50: 0.6270, segm_mAP_75: 0.4170, segm_mAP_s: 0.1800, segm_mAP_m: 0.4300, segm_mAP_l: 0.6050, segm_mAP_copypaste: 0.393 0.627 0.417 0.180 0.430 0.605 2024-05-27 20:19:43,037 - mmdet - INFO - Epoch [11][50/7330] lr: 5.133e-06, eta: 1:05:57, time: 0.337, data_time: 0.081, memory: 4109, loss_rpn_cls: 0.0238, loss_rpn_bbox: 0.0432, loss_cls: 0.1828, acc: 93.0818, loss_bbox: 0.2458, loss_mask: 0.2342, loss: 0.7298 2024-05-27 20:19:56,724 - mmdet - INFO - Epoch [11][100/7330] lr: 5.133e-06, eta: 1:05:44, time: 0.274, data_time: 0.018, memory: 4109, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0372, loss_cls: 0.1730, acc: 93.4038, loss_bbox: 0.2320, loss_mask: 0.2207, loss: 0.6864 2024-05-27 20:20:10,288 - mmdet - INFO - Epoch [11][150/7330] lr: 5.133e-06, eta: 1:05:30, time: 0.271, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0371, loss_cls: 0.1746, acc: 93.5042, loss_bbox: 0.2324, loss_mask: 0.2244, loss: 0.6902 2024-05-27 20:20:23,934 - mmdet - INFO - Epoch [11][200/7330] lr: 5.133e-06, eta: 1:05:17, time: 0.273, data_time: 0.013, memory: 4109, loss_rpn_cls: 0.0240, loss_rpn_bbox: 0.0394, loss_cls: 0.1730, acc: 93.5022, loss_bbox: 0.2274, loss_mask: 0.2248, loss: 0.6885 2024-05-27 20:20:37,810 - mmdet - INFO - Epoch [11][250/7330] lr: 5.133e-06, eta: 1:05:03, time: 0.278, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0238, loss_rpn_bbox: 0.0403, loss_cls: 0.1782, acc: 93.3438, loss_bbox: 0.2385, loss_mask: 0.2299, loss: 0.7106 2024-05-27 20:20:51,421 - mmdet - INFO - Epoch [11][300/7330] lr: 5.133e-06, eta: 1:04:50, time: 0.272, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0408, loss_cls: 0.1796, acc: 93.3196, loss_bbox: 0.2347, loss_mask: 0.2305, loss: 0.7108 2024-05-27 20:21:05,072 - mmdet - INFO - Epoch [11][350/7330] lr: 5.133e-06, eta: 1:04:36, time: 0.273, data_time: 0.012, memory: 4109, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0409, loss_cls: 0.1737, acc: 93.3801, loss_bbox: 0.2322, loss_mask: 0.2317, loss: 0.7032 2024-05-27 20:21:18,863 - mmdet - INFO - Epoch [11][400/7330] lr: 5.133e-06, eta: 1:04:23, time: 0.276, data_time: 0.013, memory: 4109, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0409, loss_cls: 0.1787, acc: 93.2119, loss_bbox: 0.2425, loss_mask: 0.2276, loss: 0.7124 2024-05-27 20:21:32,534 - mmdet - INFO - Epoch [11][450/7330] lr: 5.133e-06, eta: 1:04:09, time: 0.273, data_time: 0.019, memory: 4109, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0386, loss_cls: 0.1701, acc: 93.5212, loss_bbox: 0.2292, loss_mask: 0.2244, loss: 0.6846 2024-05-27 20:21:46,346 - mmdet - INFO - Epoch [11][500/7330] lr: 5.133e-06, eta: 1:03:56, time: 0.276, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0417, loss_cls: 0.1816, acc: 93.1089, loss_bbox: 0.2426, loss_mask: 0.2277, loss: 0.7164 2024-05-27 20:21:59,957 - mmdet - INFO - Epoch [11][550/7330] lr: 5.133e-06, eta: 1:03:42, time: 0.272, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0389, loss_cls: 0.1730, acc: 93.4629, loss_bbox: 0.2347, loss_mask: 0.2313, loss: 0.7014 2024-05-27 20:22:13,423 - mmdet - INFO - Epoch [11][600/7330] lr: 5.133e-06, eta: 1:03:29, time: 0.269, data_time: 0.012, memory: 4109, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0391, loss_cls: 0.1714, acc: 93.4648, loss_bbox: 0.2308, loss_mask: 0.2273, loss: 0.6914 2024-05-27 20:22:27,110 - mmdet - INFO - Epoch [11][650/7330] lr: 5.133e-06, eta: 1:03:15, time: 0.274, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0414, loss_cls: 0.1774, acc: 93.3621, loss_bbox: 0.2373, loss_mask: 0.2287, loss: 0.7083 2024-05-27 20:22:40,822 - mmdet - INFO - Exp name: mask_rcnn_deit_vit_b_fpn_1x_coco_bs16.py 2024-05-27 20:22:40,822 - mmdet - INFO - Epoch [11][700/7330] lr: 5.133e-06, eta: 1:03:02, time: 0.274, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0432, loss_cls: 0.1824, acc: 93.0435, loss_bbox: 0.2481, loss_mask: 0.2294, loss: 0.7267 2024-05-27 20:22:54,454 - mmdet - INFO - Epoch [11][750/7330] lr: 5.133e-06, eta: 1:02:48, time: 0.273, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0397, loss_cls: 0.1726, acc: 93.4739, loss_bbox: 0.2347, loss_mask: 0.2247, loss: 0.6927 2024-05-27 20:23:08,028 - mmdet - INFO - Epoch [11][800/7330] lr: 5.133e-06, eta: 1:02:34, time: 0.271, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0389, loss_cls: 0.1733, acc: 93.5164, loss_bbox: 0.2289, loss_mask: 0.2252, loss: 0.6898 2024-05-27 20:23:21,529 - mmdet - INFO - Epoch [11][850/7330] lr: 5.133e-06, eta: 1:02:21, time: 0.270, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0376, loss_cls: 0.1710, acc: 93.5715, loss_bbox: 0.2262, loss_mask: 0.2239, loss: 0.6813 2024-05-27 20:23:35,015 - mmdet - INFO - Epoch [11][900/7330] lr: 5.133e-06, eta: 1:02:07, time: 0.270, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0383, loss_cls: 0.1716, acc: 93.5630, loss_bbox: 0.2308, loss_mask: 0.2228, loss: 0.6852 2024-05-27 20:23:48,894 - mmdet - INFO - Epoch [11][950/7330] lr: 5.133e-06, eta: 1:01:54, time: 0.278, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0385, loss_cls: 0.1757, acc: 93.2991, loss_bbox: 0.2367, loss_mask: 0.2271, loss: 0.7003 2024-05-27 20:24:02,553 - mmdet - INFO - Epoch [11][1000/7330] lr: 5.133e-06, eta: 1:01:40, time: 0.273, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0240, loss_rpn_bbox: 0.0409, loss_cls: 0.1793, acc: 93.3281, loss_bbox: 0.2362, loss_mask: 0.2274, loss: 0.7080 2024-05-27 20:24:16,277 - mmdet - INFO - Epoch [11][1050/7330] lr: 5.133e-06, eta: 1:01:27, time: 0.274, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0407, loss_cls: 0.1725, acc: 93.5073, loss_bbox: 0.2291, loss_mask: 0.2247, loss: 0.6897 2024-05-27 20:24:29,881 - mmdet - INFO - Epoch [11][1100/7330] lr: 5.133e-06, eta: 1:01:13, time: 0.272, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0403, loss_cls: 0.1739, acc: 93.4902, loss_bbox: 0.2366, loss_mask: 0.2240, loss: 0.6979 2024-05-27 20:24:43,534 - mmdet - INFO - Epoch [11][1150/7330] lr: 5.133e-06, eta: 1:01:00, time: 0.273, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0404, loss_cls: 0.1792, acc: 93.2234, loss_bbox: 0.2377, loss_mask: 0.2270, loss: 0.7072 2024-05-27 20:24:57,094 - mmdet - INFO - Epoch [11][1200/7330] lr: 5.133e-06, eta: 1:00:46, time: 0.271, data_time: 0.017, memory: 4109, loss_rpn_cls: 0.0245, loss_rpn_bbox: 0.0403, loss_cls: 0.1755, acc: 93.2886, loss_bbox: 0.2414, loss_mask: 0.2338, loss: 0.7155 2024-05-27 20:25:10,799 - mmdet - INFO - Epoch [11][1250/7330] lr: 5.133e-06, eta: 1:00:33, time: 0.274, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0396, loss_cls: 0.1771, acc: 93.3425, loss_bbox: 0.2376, loss_mask: 0.2350, loss: 0.7140 2024-05-27 20:25:24,426 - mmdet - INFO - Epoch [11][1300/7330] lr: 5.133e-06, eta: 1:00:19, time: 0.273, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0400, loss_cls: 0.1744, acc: 93.4316, loss_bbox: 0.2345, loss_mask: 0.2295, loss: 0.7016 2024-05-27 20:25:37,920 - mmdet - INFO - Epoch [11][1350/7330] lr: 5.133e-06, eta: 1:00:06, time: 0.270, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0390, loss_cls: 0.1713, acc: 93.6223, loss_bbox: 0.2279, loss_mask: 0.2207, loss: 0.6820 2024-05-27 20:25:51,558 - mmdet - INFO - Epoch [11][1400/7330] lr: 5.133e-06, eta: 0:59:52, time: 0.273, data_time: 0.017, memory: 4109, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0422, loss_cls: 0.1740, acc: 93.4290, loss_bbox: 0.2391, loss_mask: 0.2261, loss: 0.7050 2024-05-27 20:26:05,063 - mmdet - INFO - Epoch [11][1450/7330] lr: 5.133e-06, eta: 0:59:39, time: 0.270, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0366, loss_cls: 0.1705, acc: 93.5547, loss_bbox: 0.2297, loss_mask: 0.2234, loss: 0.6818 2024-05-27 20:26:18,750 - mmdet - INFO - Epoch [11][1500/7330] lr: 5.133e-06, eta: 0:59:25, time: 0.274, data_time: 0.017, memory: 4109, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0392, loss_cls: 0.1769, acc: 93.3821, loss_bbox: 0.2396, loss_mask: 0.2233, loss: 0.7007 2024-05-27 20:26:32,425 - mmdet - INFO - Epoch [11][1550/7330] lr: 5.133e-06, eta: 0:59:11, time: 0.274, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0384, loss_cls: 0.1755, acc: 93.3225, loss_bbox: 0.2376, loss_mask: 0.2280, loss: 0.7031 2024-05-27 20:26:46,155 - mmdet - INFO - Epoch [11][1600/7330] lr: 5.133e-06, eta: 0:58:58, time: 0.275, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0403, loss_cls: 0.1738, acc: 93.4744, loss_bbox: 0.2363, loss_mask: 0.2207, loss: 0.6936 2024-05-27 20:26:59,934 - mmdet - INFO - Epoch [11][1650/7330] lr: 5.133e-06, eta: 0:58:44, time: 0.276, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0408, loss_cls: 0.1808, acc: 93.2305, loss_bbox: 0.2447, loss_mask: 0.2298, loss: 0.7188 2024-05-27 20:27:13,460 - mmdet - INFO - Exp name: mask_rcnn_deit_vit_b_fpn_1x_coco_bs16.py 2024-05-27 20:27:13,460 - mmdet - INFO - Epoch [11][1700/7330] lr: 5.133e-06, eta: 0:58:31, time: 0.271, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0338, loss_cls: 0.1652, acc: 93.8726, loss_bbox: 0.2140, loss_mask: 0.2188, loss: 0.6519 2024-05-27 20:27:27,416 - mmdet - INFO - Epoch [11][1750/7330] lr: 5.133e-06, eta: 0:58:17, time: 0.279, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0395, loss_cls: 0.1800, acc: 93.2070, loss_bbox: 0.2398, loss_mask: 0.2283, loss: 0.7099 2024-05-27 20:27:41,210 - mmdet - INFO - Epoch [11][1800/7330] lr: 5.133e-06, eta: 0:58:04, time: 0.276, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0404, loss_cls: 0.1783, acc: 93.2808, loss_bbox: 0.2352, loss_mask: 0.2245, loss: 0.7031 2024-05-27 20:27:54,974 - mmdet - INFO - Epoch [11][1850/7330] lr: 5.133e-06, eta: 0:57:50, time: 0.275, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0377, loss_cls: 0.1742, acc: 93.3977, loss_bbox: 0.2301, loss_mask: 0.2206, loss: 0.6840 2024-05-27 20:28:08,700 - mmdet - INFO - Epoch [11][1900/7330] lr: 5.133e-06, eta: 0:57:37, time: 0.275, data_time: 0.017, memory: 4109, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0389, loss_cls: 0.1704, acc: 93.5288, loss_bbox: 0.2315, loss_mask: 0.2262, loss: 0.6876 2024-05-27 20:28:22,734 - mmdet - INFO - Epoch [11][1950/7330] lr: 5.133e-06, eta: 0:57:23, time: 0.281, data_time: 0.013, memory: 4109, loss_rpn_cls: 0.0244, loss_rpn_bbox: 0.0441, loss_cls: 0.1887, acc: 93.0283, loss_bbox: 0.2514, loss_mask: 0.2338, loss: 0.7424 2024-05-27 20:28:36,535 - mmdet - INFO - Epoch [11][2000/7330] lr: 5.133e-06, eta: 0:57:10, time: 0.276, data_time: 0.018, memory: 4109, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0400, loss_cls: 0.1725, acc: 93.4285, loss_bbox: 0.2345, loss_mask: 0.2262, loss: 0.6964 2024-05-27 20:28:50,190 - mmdet - INFO - Epoch [11][2050/7330] lr: 5.133e-06, eta: 0:56:56, time: 0.273, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0369, loss_cls: 0.1700, acc: 93.6406, loss_bbox: 0.2234, loss_mask: 0.2222, loss: 0.6737 2024-05-27 20:29:03,951 - mmdet - INFO - Epoch [11][2100/7330] lr: 5.133e-06, eta: 0:56:43, time: 0.275, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0396, loss_cls: 0.1699, acc: 93.5493, loss_bbox: 0.2300, loss_mask: 0.2210, loss: 0.6826 2024-05-27 20:29:17,790 - mmdet - INFO - Epoch [11][2150/7330] lr: 5.133e-06, eta: 0:56:29, time: 0.277, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0380, loss_cls: 0.1743, acc: 93.3567, loss_bbox: 0.2344, loss_mask: 0.2287, loss: 0.6964 2024-05-27 20:29:31,543 - mmdet - INFO - Epoch [11][2200/7330] lr: 5.133e-06, eta: 0:56:16, time: 0.275, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0393, loss_cls: 0.1745, acc: 93.3904, loss_bbox: 0.2327, loss_mask: 0.2259, loss: 0.6955 2024-05-27 20:29:45,307 - mmdet - INFO - Epoch [11][2250/7330] lr: 5.133e-06, eta: 0:56:02, time: 0.275, data_time: 0.017, memory: 4109, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0379, loss_cls: 0.1656, acc: 93.7549, loss_bbox: 0.2240, loss_mask: 0.2229, loss: 0.6718 2024-05-27 20:29:59,080 - mmdet - INFO - Epoch [11][2300/7330] lr: 5.133e-06, eta: 0:55:49, time: 0.276, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0384, loss_cls: 0.1736, acc: 93.4961, loss_bbox: 0.2311, loss_mask: 0.2200, loss: 0.6846 2024-05-27 20:30:12,983 - mmdet - INFO - Epoch [11][2350/7330] lr: 5.133e-06, eta: 0:55:35, time: 0.278, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0405, loss_cls: 0.1786, acc: 93.2429, loss_bbox: 0.2425, loss_mask: 0.2269, loss: 0.7114 2024-05-27 20:30:26,809 - mmdet - INFO - Epoch [11][2400/7330] lr: 5.133e-06, eta: 0:55:22, time: 0.277, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0234, loss_rpn_bbox: 0.0406, loss_cls: 0.1776, acc: 93.2944, loss_bbox: 0.2370, loss_mask: 0.2270, loss: 0.7056 2024-05-27 20:30:40,617 - mmdet - INFO - Epoch [11][2450/7330] lr: 5.133e-06, eta: 0:55:08, time: 0.276, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0410, loss_cls: 0.1781, acc: 93.1931, loss_bbox: 0.2393, loss_mask: 0.2255, loss: 0.7086 2024-05-27 20:30:54,425 - mmdet - INFO - Epoch [11][2500/7330] lr: 5.133e-06, eta: 0:54:55, time: 0.276, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0387, loss_cls: 0.1836, acc: 93.0718, loss_bbox: 0.2395, loss_mask: 0.2304, loss: 0.7149 2024-05-27 20:31:08,177 - mmdet - INFO - Epoch [11][2550/7330] lr: 5.133e-06, eta: 0:54:41, time: 0.275, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0246, loss_rpn_bbox: 0.0431, loss_cls: 0.1863, acc: 93.0652, loss_bbox: 0.2436, loss_mask: 0.2343, loss: 0.7318 2024-05-27 20:31:21,848 - mmdet - INFO - Epoch [11][2600/7330] lr: 5.133e-06, eta: 0:54:28, time: 0.273, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0238, loss_rpn_bbox: 0.0386, loss_cls: 0.1720, acc: 93.4995, loss_bbox: 0.2306, loss_mask: 0.2265, loss: 0.6915 2024-05-27 20:31:35,555 - mmdet - INFO - Epoch [11][2650/7330] lr: 5.133e-06, eta: 0:54:14, time: 0.274, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0426, loss_cls: 0.1765, acc: 93.3477, loss_bbox: 0.2369, loss_mask: 0.2307, loss: 0.7099 2024-05-27 20:31:49,261 - mmdet - INFO - Exp name: mask_rcnn_deit_vit_b_fpn_1x_coco_bs16.py 2024-05-27 20:31:49,261 - mmdet - INFO - Epoch [11][2700/7330] lr: 5.133e-06, eta: 0:54:01, time: 0.274, data_time: 0.013, memory: 4109, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0417, loss_cls: 0.1744, acc: 93.3682, loss_bbox: 0.2371, loss_mask: 0.2273, loss: 0.7034 2024-05-27 20:32:03,011 - mmdet - INFO - Epoch [11][2750/7330] lr: 5.133e-06, eta: 0:53:47, time: 0.275, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0392, loss_cls: 0.1747, acc: 93.4402, loss_bbox: 0.2309, loss_mask: 0.2254, loss: 0.6927 2024-05-27 20:32:16,851 - mmdet - INFO - Epoch [11][2800/7330] lr: 5.133e-06, eta: 0:53:34, time: 0.277, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0245, loss_rpn_bbox: 0.0426, loss_cls: 0.1825, acc: 92.9907, loss_bbox: 0.2473, loss_mask: 0.2316, loss: 0.7286 2024-05-27 20:32:30,679 - mmdet - INFO - Epoch [11][2850/7330] lr: 5.133e-06, eta: 0:53:20, time: 0.277, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0375, loss_cls: 0.1710, acc: 93.6477, loss_bbox: 0.2343, loss_mask: 0.2262, loss: 0.6916 2024-05-27 20:32:44,565 - mmdet - INFO - Epoch [11][2900/7330] lr: 5.133e-06, eta: 0:53:07, time: 0.278, data_time: 0.018, memory: 4109, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0430, loss_cls: 0.1853, acc: 92.8784, loss_bbox: 0.2535, loss_mask: 0.2314, loss: 0.7387 2024-05-27 20:32:58,411 - mmdet - INFO - Epoch [11][2950/7330] lr: 5.133e-06, eta: 0:52:53, time: 0.277, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0240, loss_rpn_bbox: 0.0421, loss_cls: 0.1837, acc: 93.1033, loss_bbox: 0.2449, loss_mask: 0.2329, loss: 0.7276 2024-05-27 20:33:12,072 - mmdet - INFO - Epoch [11][3000/7330] lr: 5.133e-06, eta: 0:52:40, time: 0.273, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0392, loss_cls: 0.1696, acc: 93.5635, loss_bbox: 0.2278, loss_mask: 0.2231, loss: 0.6830 2024-05-27 20:33:25,729 - mmdet - INFO - Epoch [11][3050/7330] lr: 5.133e-06, eta: 0:52:26, time: 0.273, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0382, loss_cls: 0.1723, acc: 93.5078, loss_bbox: 0.2322, loss_mask: 0.2225, loss: 0.6887 2024-05-27 20:33:39,434 - mmdet - INFO - Epoch [11][3100/7330] lr: 5.133e-06, eta: 0:52:13, time: 0.274, data_time: 0.017, memory: 4109, loss_rpn_cls: 0.0234, loss_rpn_bbox: 0.0404, loss_cls: 0.1716, acc: 93.5371, loss_bbox: 0.2259, loss_mask: 0.2250, loss: 0.6864 2024-05-27 20:33:53,252 - mmdet - INFO - Epoch [11][3150/7330] lr: 5.133e-06, eta: 0:51:59, time: 0.276, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0385, loss_cls: 0.1707, acc: 93.4275, loss_bbox: 0.2339, loss_mask: 0.2270, loss: 0.6932 2024-05-27 20:34:07,088 - mmdet - INFO - Epoch [11][3200/7330] lr: 5.133e-06, eta: 0:51:46, time: 0.277, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0425, loss_cls: 0.1786, acc: 93.2017, loss_bbox: 0.2391, loss_mask: 0.2268, loss: 0.7141 2024-05-27 20:34:20,872 - mmdet - INFO - Epoch [11][3250/7330] lr: 5.133e-06, eta: 0:51:32, time: 0.276, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0361, loss_cls: 0.1707, acc: 93.5056, loss_bbox: 0.2296, loss_mask: 0.2257, loss: 0.6823 2024-05-27 20:34:34,697 - mmdet - INFO - Epoch [11][3300/7330] lr: 5.133e-06, eta: 0:51:19, time: 0.276, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0413, loss_cls: 0.1834, acc: 93.1047, loss_bbox: 0.2424, loss_mask: 0.2348, loss: 0.7283 2024-05-27 20:34:48,683 - mmdet - INFO - Epoch [11][3350/7330] lr: 5.133e-06, eta: 0:51:05, time: 0.280, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0423, loss_cls: 0.1838, acc: 93.0610, loss_bbox: 0.2458, loss_mask: 0.2304, loss: 0.7286 2024-05-27 20:35:02,309 - mmdet - INFO - Epoch [11][3400/7330] lr: 5.133e-06, eta: 0:50:52, time: 0.273, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0389, loss_cls: 0.1731, acc: 93.4775, loss_bbox: 0.2323, loss_mask: 0.2291, loss: 0.6964 2024-05-27 20:35:16,045 - mmdet - INFO - Epoch [11][3450/7330] lr: 5.133e-06, eta: 0:50:38, time: 0.275, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0385, loss_cls: 0.1776, acc: 93.3162, loss_bbox: 0.2337, loss_mask: 0.2278, loss: 0.6997 2024-05-27 20:35:29,787 - mmdet - INFO - Epoch [11][3500/7330] lr: 5.133e-06, eta: 0:50:24, time: 0.275, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0410, loss_cls: 0.1733, acc: 93.4080, loss_bbox: 0.2354, loss_mask: 0.2274, loss: 0.7001 2024-05-27 20:35:43,477 - mmdet - INFO - Epoch [11][3550/7330] lr: 5.133e-06, eta: 0:50:11, time: 0.274, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0405, loss_cls: 0.1760, acc: 93.4138, loss_bbox: 0.2319, loss_mask: 0.2278, loss: 0.6993 2024-05-27 20:35:57,045 - mmdet - INFO - Epoch [11][3600/7330] lr: 5.133e-06, eta: 0:49:57, time: 0.271, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0376, loss_cls: 0.1735, acc: 93.5559, loss_bbox: 0.2234, loss_mask: 0.2242, loss: 0.6810 2024-05-27 20:36:10,635 - mmdet - INFO - Epoch [11][3650/7330] lr: 5.133e-06, eta: 0:49:44, time: 0.272, data_time: 0.018, memory: 4109, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0377, loss_cls: 0.1702, acc: 93.6418, loss_bbox: 0.2255, loss_mask: 0.2154, loss: 0.6690 2024-05-27 20:36:24,428 - mmdet - INFO - Exp name: mask_rcnn_deit_vit_b_fpn_1x_coco_bs16.py 2024-05-27 20:36:24,428 - mmdet - INFO - Epoch [11][3700/7330] lr: 5.133e-06, eta: 0:49:30, time: 0.276, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0373, loss_cls: 0.1774, acc: 93.2507, loss_bbox: 0.2400, loss_mask: 0.2255, loss: 0.7021 2024-05-27 20:36:38,422 - mmdet - INFO - Epoch [11][3750/7330] lr: 5.133e-06, eta: 0:49:17, time: 0.280, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0404, loss_cls: 0.1799, acc: 93.2664, loss_bbox: 0.2400, loss_mask: 0.2289, loss: 0.7142 2024-05-27 20:36:52,284 - mmdet - INFO - Epoch [11][3800/7330] lr: 5.133e-06, eta: 0:49:03, time: 0.277, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0408, loss_cls: 0.1785, acc: 93.2236, loss_bbox: 0.2406, loss_mask: 0.2325, loss: 0.7151 2024-05-27 20:37:06,224 - mmdet - INFO - Epoch [11][3850/7330] lr: 5.133e-06, eta: 0:48:50, time: 0.279, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0377, loss_cls: 0.1745, acc: 93.4207, loss_bbox: 0.2394, loss_mask: 0.2250, loss: 0.6991 2024-05-27 20:37:20,067 - mmdet - INFO - Epoch [11][3900/7330] lr: 5.133e-06, eta: 0:48:36, time: 0.277, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0393, loss_cls: 0.1716, acc: 93.4702, loss_bbox: 0.2321, loss_mask: 0.2253, loss: 0.6901 2024-05-27 20:37:33,803 - mmdet - INFO - Epoch [11][3950/7330] lr: 5.133e-06, eta: 0:48:23, time: 0.275, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0387, loss_cls: 0.1735, acc: 93.4875, loss_bbox: 0.2330, loss_mask: 0.2276, loss: 0.6957 2024-05-27 20:37:47,385 - mmdet - INFO - Epoch [11][4000/7330] lr: 5.133e-06, eta: 0:48:09, time: 0.272, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0351, loss_cls: 0.1668, acc: 93.6414, loss_bbox: 0.2247, loss_mask: 0.2259, loss: 0.6739 2024-05-27 20:38:01,150 - mmdet - INFO - Epoch [11][4050/7330] lr: 5.133e-06, eta: 0:47:56, time: 0.275, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0395, loss_cls: 0.1753, acc: 93.4075, loss_bbox: 0.2353, loss_mask: 0.2250, loss: 0.6967 2024-05-27 20:38:14,837 - mmdet - INFO - Epoch [11][4100/7330] lr: 5.133e-06, eta: 0:47:42, time: 0.274, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0370, loss_cls: 0.1643, acc: 93.7690, loss_bbox: 0.2197, loss_mask: 0.2195, loss: 0.6622 2024-05-27 20:38:28,722 - mmdet - INFO - Epoch [11][4150/7330] lr: 5.133e-06, eta: 0:47:29, time: 0.278, data_time: 0.018, memory: 4109, loss_rpn_cls: 0.0241, loss_rpn_bbox: 0.0417, loss_cls: 0.1758, acc: 93.2659, loss_bbox: 0.2397, loss_mask: 0.2215, loss: 0.7028 2024-05-27 20:38:42,506 - mmdet - INFO - Epoch [11][4200/7330] lr: 5.133e-06, eta: 0:47:15, time: 0.276, data_time: 0.012, memory: 4109, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0408, loss_cls: 0.1768, acc: 93.3623, loss_bbox: 0.2346, loss_mask: 0.2279, loss: 0.7026 2024-05-27 20:38:56,299 - mmdet - INFO - Epoch [11][4250/7330] lr: 5.133e-06, eta: 0:47:02, time: 0.276, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0384, loss_cls: 0.1772, acc: 93.2627, loss_bbox: 0.2321, loss_mask: 0.2258, loss: 0.6967 2024-05-27 20:39:09,927 - mmdet - INFO - Epoch [11][4300/7330] lr: 5.133e-06, eta: 0:46:48, time: 0.273, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0369, loss_cls: 0.1619, acc: 93.9016, loss_bbox: 0.2196, loss_mask: 0.2185, loss: 0.6587 2024-05-27 20:39:23,571 - mmdet - INFO - Epoch [11][4350/7330] lr: 5.133e-06, eta: 0:46:35, time: 0.273, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0398, loss_cls: 0.1779, acc: 93.3428, loss_bbox: 0.2353, loss_mask: 0.2236, loss: 0.6998 2024-05-27 20:39:37,425 - mmdet - INFO - Epoch [11][4400/7330] lr: 5.133e-06, eta: 0:46:21, time: 0.277, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0233, loss_rpn_bbox: 0.0414, loss_cls: 0.1860, acc: 93.0908, loss_bbox: 0.2460, loss_mask: 0.2295, loss: 0.7262 2024-05-27 20:39:51,168 - mmdet - INFO - Epoch [11][4450/7330] lr: 5.133e-06, eta: 0:46:07, time: 0.275, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0240, loss_rpn_bbox: 0.0393, loss_cls: 0.1772, acc: 93.4929, loss_bbox: 0.2353, loss_mask: 0.2296, loss: 0.7054 2024-05-27 20:40:05,022 - mmdet - INFO - Epoch [11][4500/7330] lr: 5.133e-06, eta: 0:45:54, time: 0.277, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0397, loss_cls: 0.1795, acc: 93.1323, loss_bbox: 0.2410, loss_mask: 0.2272, loss: 0.7112 2024-05-27 20:40:18,696 - mmdet - INFO - Epoch [11][4550/7330] lr: 5.133e-06, eta: 0:45:40, time: 0.273, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0389, loss_cls: 0.1746, acc: 93.3977, loss_bbox: 0.2353, loss_mask: 0.2246, loss: 0.6963 2024-05-27 20:40:32,380 - mmdet - INFO - Epoch [11][4600/7330] lr: 5.133e-06, eta: 0:45:27, time: 0.274, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0387, loss_cls: 0.1802, acc: 93.3176, loss_bbox: 0.2312, loss_mask: 0.2208, loss: 0.6929 2024-05-27 20:40:46,229 - mmdet - INFO - Epoch [11][4650/7330] lr: 5.133e-06, eta: 0:45:13, time: 0.277, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0246, loss_rpn_bbox: 0.0401, loss_cls: 0.1780, acc: 93.3572, loss_bbox: 0.2350, loss_mask: 0.2235, loss: 0.7012 2024-05-27 20:41:00,021 - mmdet - INFO - Exp name: mask_rcnn_deit_vit_b_fpn_1x_coco_bs16.py 2024-05-27 20:41:00,022 - mmdet - INFO - Epoch [11][4700/7330] lr: 5.133e-06, eta: 0:45:00, time: 0.276, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0240, loss_rpn_bbox: 0.0421, loss_cls: 0.1796, acc: 93.2920, loss_bbox: 0.2389, loss_mask: 0.2297, loss: 0.7143 2024-05-27 20:41:13,741 - mmdet - INFO - Epoch [11][4750/7330] lr: 5.133e-06, eta: 0:44:46, time: 0.274, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0362, loss_cls: 0.1652, acc: 93.7593, loss_bbox: 0.2277, loss_mask: 0.2224, loss: 0.6713 2024-05-27 20:41:27,577 - mmdet - INFO - Epoch [11][4800/7330] lr: 5.133e-06, eta: 0:44:33, time: 0.277, data_time: 0.017, memory: 4109, loss_rpn_cls: 0.0241, loss_rpn_bbox: 0.0401, loss_cls: 0.1832, acc: 93.2000, loss_bbox: 0.2397, loss_mask: 0.2253, loss: 0.7123 2024-05-27 20:41:41,445 - mmdet - INFO - Epoch [11][4850/7330] lr: 5.133e-06, eta: 0:44:19, time: 0.277, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0408, loss_cls: 0.1803, acc: 93.1174, loss_bbox: 0.2413, loss_mask: 0.2303, loss: 0.7148 2024-05-27 20:41:55,192 - mmdet - INFO - Epoch [11][4900/7330] lr: 5.133e-06, eta: 0:44:06, time: 0.275, data_time: 0.017, memory: 4109, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0417, loss_cls: 0.1821, acc: 93.1978, loss_bbox: 0.2382, loss_mask: 0.2288, loss: 0.7164 2024-05-27 20:42:09,077 - mmdet - INFO - Epoch [11][4950/7330] lr: 5.133e-06, eta: 0:43:52, time: 0.278, data_time: 0.017, memory: 4109, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0392, loss_cls: 0.1732, acc: 93.4636, loss_bbox: 0.2331, loss_mask: 0.2215, loss: 0.6896 2024-05-27 20:42:22,782 - mmdet - INFO - Epoch [11][5000/7330] lr: 5.133e-06, eta: 0:43:39, time: 0.274, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0374, loss_cls: 0.1710, acc: 93.5823, loss_bbox: 0.2269, loss_mask: 0.2228, loss: 0.6812 2024-05-27 20:42:36,411 - mmdet - INFO - Epoch [11][5050/7330] lr: 5.133e-06, eta: 0:43:25, time: 0.273, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0397, loss_cls: 0.1768, acc: 93.3118, loss_bbox: 0.2364, loss_mask: 0.2272, loss: 0.7043 2024-05-27 20:42:50,201 - mmdet - INFO - Epoch [11][5100/7330] lr: 5.133e-06, eta: 0:43:12, time: 0.276, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0396, loss_cls: 0.1694, acc: 93.5688, loss_bbox: 0.2285, loss_mask: 0.2252, loss: 0.6857 2024-05-27 20:43:04,015 - mmdet - INFO - Epoch [11][5150/7330] lr: 5.133e-06, eta: 0:42:58, time: 0.276, data_time: 0.017, memory: 4109, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0395, loss_cls: 0.1722, acc: 93.3774, loss_bbox: 0.2372, loss_mask: 0.2226, loss: 0.6957 2024-05-27 20:43:17,889 - mmdet - INFO - Epoch [11][5200/7330] lr: 5.133e-06, eta: 0:42:45, time: 0.277, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0404, loss_cls: 0.1785, acc: 93.1807, loss_bbox: 0.2381, loss_mask: 0.2325, loss: 0.7127 2024-05-27 20:43:31,733 - mmdet - INFO - Epoch [11][5250/7330] lr: 5.133e-06, eta: 0:42:31, time: 0.277, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0394, loss_cls: 0.1789, acc: 93.2168, loss_bbox: 0.2379, loss_mask: 0.2271, loss: 0.7056 2024-05-27 20:43:45,594 - mmdet - INFO - Epoch [11][5300/7330] lr: 5.133e-06, eta: 0:42:18, time: 0.277, data_time: 0.019, memory: 4109, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0382, loss_cls: 0.1663, acc: 93.7546, loss_bbox: 0.2237, loss_mask: 0.2257, loss: 0.6757 2024-05-27 20:43:59,381 - mmdet - INFO - Epoch [11][5350/7330] lr: 5.133e-06, eta: 0:42:04, time: 0.276, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0409, loss_cls: 0.1754, acc: 93.3433, loss_bbox: 0.2356, loss_mask: 0.2264, loss: 0.7015 2024-05-27 20:44:13,001 - mmdet - INFO - Epoch [11][5400/7330] lr: 5.133e-06, eta: 0:41:50, time: 0.272, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0392, loss_cls: 0.1729, acc: 93.4153, loss_bbox: 0.2295, loss_mask: 0.2269, loss: 0.6911 2024-05-27 20:44:26,655 - mmdet - INFO - Epoch [11][5450/7330] lr: 5.133e-06, eta: 0:41:37, time: 0.273, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0403, loss_cls: 0.1729, acc: 93.4839, loss_bbox: 0.2347, loss_mask: 0.2291, loss: 0.7008 2024-05-27 20:44:40,289 - mmdet - INFO - Epoch [11][5500/7330] lr: 5.133e-06, eta: 0:41:23, time: 0.273, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0379, loss_cls: 0.1759, acc: 93.4143, loss_bbox: 0.2397, loss_mask: 0.2256, loss: 0.7012 2024-05-27 20:44:53,995 - mmdet - INFO - Epoch [11][5550/7330] lr: 5.133e-06, eta: 0:41:10, time: 0.274, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0409, loss_cls: 0.1664, acc: 93.6274, loss_bbox: 0.2298, loss_mask: 0.2247, loss: 0.6837 2024-05-27 20:45:07,793 - mmdet - INFO - Epoch [11][5600/7330] lr: 5.133e-06, eta: 0:40:56, time: 0.276, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0402, loss_cls: 0.1758, acc: 93.3701, loss_bbox: 0.2360, loss_mask: 0.2234, loss: 0.6970 2024-05-27 20:45:21,596 - mmdet - INFO - Epoch [11][5650/7330] lr: 5.133e-06, eta: 0:40:43, time: 0.276, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0399, loss_cls: 0.1720, acc: 93.5222, loss_bbox: 0.2329, loss_mask: 0.2265, loss: 0.6945 2024-05-27 20:45:35,374 - mmdet - INFO - Exp name: mask_rcnn_deit_vit_b_fpn_1x_coco_bs16.py 2024-05-27 20:45:35,374 - mmdet - INFO - Epoch [11][5700/7330] lr: 5.133e-06, eta: 0:40:29, time: 0.276, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0244, loss_rpn_bbox: 0.0416, loss_cls: 0.1810, acc: 93.0757, loss_bbox: 0.2422, loss_mask: 0.2241, loss: 0.7132 2024-05-27 20:45:49,064 - mmdet - INFO - Epoch [11][5750/7330] lr: 5.133e-06, eta: 0:40:16, time: 0.274, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0371, loss_cls: 0.1712, acc: 93.5364, loss_bbox: 0.2262, loss_mask: 0.2242, loss: 0.6792 2024-05-27 20:46:02,811 - mmdet - INFO - Epoch [11][5800/7330] lr: 5.133e-06, eta: 0:40:02, time: 0.275, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0393, loss_cls: 0.1708, acc: 93.6428, loss_bbox: 0.2271, loss_mask: 0.2218, loss: 0.6833 2024-05-27 20:46:16,612 - mmdet - INFO - Epoch [11][5850/7330] lr: 5.133e-06, eta: 0:39:49, time: 0.276, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0384, loss_cls: 0.1723, acc: 93.4272, loss_bbox: 0.2307, loss_mask: 0.2229, loss: 0.6869 2024-05-27 20:46:30,454 - mmdet - INFO - Epoch [11][5900/7330] lr: 5.133e-06, eta: 0:39:35, time: 0.277, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0387, loss_cls: 0.1735, acc: 93.5620, loss_bbox: 0.2290, loss_mask: 0.2211, loss: 0.6845 2024-05-27 20:46:44,141 - mmdet - INFO - Epoch [11][5950/7330] lr: 5.133e-06, eta: 0:39:22, time: 0.274, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0403, loss_cls: 0.1781, acc: 93.2893, loss_bbox: 0.2303, loss_mask: 0.2248, loss: 0.6974 2024-05-27 20:46:57,719 - mmdet - INFO - Epoch [11][6000/7330] lr: 5.133e-06, eta: 0:39:08, time: 0.272, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0382, loss_cls: 0.1716, acc: 93.4966, loss_bbox: 0.2274, loss_mask: 0.2227, loss: 0.6809 2024-05-27 20:47:11,461 - mmdet - INFO - Epoch [11][6050/7330] lr: 5.133e-06, eta: 0:38:54, time: 0.275, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0415, loss_cls: 0.1774, acc: 93.3049, loss_bbox: 0.2362, loss_mask: 0.2298, loss: 0.7080 2024-05-27 20:47:25,195 - mmdet - INFO - Epoch [11][6100/7330] lr: 5.133e-06, eta: 0:38:41, time: 0.275, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0427, loss_cls: 0.1838, acc: 93.0474, loss_bbox: 0.2525, loss_mask: 0.2393, loss: 0.7436 2024-05-27 20:47:38,878 - mmdet - INFO - Epoch [11][6150/7330] lr: 5.133e-06, eta: 0:38:27, time: 0.274, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0246, loss_rpn_bbox: 0.0405, loss_cls: 0.1814, acc: 93.1794, loss_bbox: 0.2366, loss_mask: 0.2241, loss: 0.7073 2024-05-27 20:47:52,696 - mmdet - INFO - Epoch [11][6200/7330] lr: 5.133e-06, eta: 0:38:14, time: 0.276, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0401, loss_cls: 0.1759, acc: 93.4036, loss_bbox: 0.2355, loss_mask: 0.2278, loss: 0.7012 2024-05-27 20:48:06,489 - mmdet - INFO - Epoch [11][6250/7330] lr: 5.133e-06, eta: 0:38:00, time: 0.276, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0399, loss_cls: 0.1746, acc: 93.4294, loss_bbox: 0.2347, loss_mask: 0.2252, loss: 0.6968 2024-05-27 20:48:20,205 - mmdet - INFO - Epoch [11][6300/7330] lr: 5.133e-06, eta: 0:37:47, time: 0.274, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0234, loss_rpn_bbox: 0.0415, loss_cls: 0.1744, acc: 93.5005, loss_bbox: 0.2343, loss_mask: 0.2353, loss: 0.7089 2024-05-27 20:48:33,977 - mmdet - INFO - Epoch [11][6350/7330] lr: 5.133e-06, eta: 0:37:33, time: 0.275, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0363, loss_cls: 0.1661, acc: 93.7056, loss_bbox: 0.2189, loss_mask: 0.2185, loss: 0.6609 2024-05-27 20:48:47,742 - mmdet - INFO - Epoch [11][6400/7330] lr: 5.133e-06, eta: 0:37:20, time: 0.275, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0391, loss_cls: 0.1734, acc: 93.6189, loss_bbox: 0.2244, loss_mask: 0.2184, loss: 0.6779 2024-05-27 20:49:01,662 - mmdet - INFO - Epoch [11][6450/7330] lr: 5.133e-06, eta: 0:37:06, time: 0.278, data_time: 0.017, memory: 4109, loss_rpn_cls: 0.0246, loss_rpn_bbox: 0.0424, loss_cls: 0.1820, acc: 93.1667, loss_bbox: 0.2434, loss_mask: 0.2306, loss: 0.7230 2024-05-27 20:49:15,381 - mmdet - INFO - Epoch [11][6500/7330] lr: 5.133e-06, eta: 0:36:53, time: 0.274, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0388, loss_cls: 0.1756, acc: 93.3398, loss_bbox: 0.2369, loss_mask: 0.2223, loss: 0.6961 2024-05-27 20:49:29,122 - mmdet - INFO - Epoch [11][6550/7330] lr: 5.133e-06, eta: 0:36:39, time: 0.275, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0411, loss_cls: 0.1745, acc: 93.3728, loss_bbox: 0.2336, loss_mask: 0.2285, loss: 0.7005 2024-05-27 20:49:42,939 - mmdet - INFO - Epoch [11][6600/7330] lr: 5.133e-06, eta: 0:36:26, time: 0.276, data_time: 0.019, memory: 4109, loss_rpn_cls: 0.0240, loss_rpn_bbox: 0.0419, loss_cls: 0.1829, acc: 93.1802, loss_bbox: 0.2423, loss_mask: 0.2277, loss: 0.7188 2024-05-27 20:49:56,720 - mmdet - INFO - Epoch [11][6650/7330] lr: 5.133e-06, eta: 0:36:12, time: 0.276, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0401, loss_cls: 0.1761, acc: 93.2915, loss_bbox: 0.2391, loss_mask: 0.2288, loss: 0.7084 2024-05-27 20:50:10,563 - mmdet - INFO - Exp name: mask_rcnn_deit_vit_b_fpn_1x_coco_bs16.py 2024-05-27 20:50:10,563 - mmdet - INFO - Epoch [11][6700/7330] lr: 5.133e-06, eta: 0:35:58, time: 0.277, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0371, loss_cls: 0.1716, acc: 93.5620, loss_bbox: 0.2309, loss_mask: 0.2254, loss: 0.6859 2024-05-27 20:50:24,384 - mmdet - INFO - Epoch [11][6750/7330] lr: 5.133e-06, eta: 0:35:45, time: 0.276, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0241, loss_rpn_bbox: 0.0388, loss_cls: 0.1762, acc: 93.2900, loss_bbox: 0.2345, loss_mask: 0.2253, loss: 0.6989 2024-05-27 20:50:38,019 - mmdet - INFO - Epoch [11][6800/7330] lr: 5.133e-06, eta: 0:35:31, time: 0.273, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0394, loss_cls: 0.1714, acc: 93.4756, loss_bbox: 0.2336, loss_mask: 0.2288, loss: 0.6956 2024-05-27 20:50:51,846 - mmdet - INFO - Epoch [11][6850/7330] lr: 5.133e-06, eta: 0:35:18, time: 0.277, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0417, loss_cls: 0.1802, acc: 93.3381, loss_bbox: 0.2412, loss_mask: 0.2308, loss: 0.7164 2024-05-27 20:51:05,512 - mmdet - INFO - Epoch [11][6900/7330] lr: 5.133e-06, eta: 0:35:04, time: 0.273, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0398, loss_cls: 0.1728, acc: 93.4810, loss_bbox: 0.2317, loss_mask: 0.2277, loss: 0.6948 2024-05-27 20:51:19,332 - mmdet - INFO - Epoch [11][6950/7330] lr: 5.133e-06, eta: 0:34:51, time: 0.276, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0422, loss_cls: 0.1817, acc: 93.2024, loss_bbox: 0.2423, loss_mask: 0.2316, loss: 0.7215 2024-05-27 20:51:32,955 - mmdet - INFO - Epoch [11][7000/7330] lr: 5.133e-06, eta: 0:34:37, time: 0.272, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0371, loss_cls: 0.1723, acc: 93.6204, loss_bbox: 0.2263, loss_mask: 0.2179, loss: 0.6755 2024-05-27 20:51:46,488 - mmdet - INFO - Epoch [11][7050/7330] lr: 5.133e-06, eta: 0:34:24, time: 0.271, data_time: 0.017, memory: 4109, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0404, loss_cls: 0.1729, acc: 93.5139, loss_bbox: 0.2342, loss_mask: 0.2284, loss: 0.6975 2024-05-27 20:52:00,070 - mmdet - INFO - Epoch [11][7100/7330] lr: 5.133e-06, eta: 0:34:10, time: 0.272, data_time: 0.018, memory: 4109, loss_rpn_cls: 0.0234, loss_rpn_bbox: 0.0424, loss_cls: 0.1826, acc: 93.1521, loss_bbox: 0.2454, loss_mask: 0.2303, loss: 0.7240 2024-05-27 20:52:13,604 - mmdet - INFO - Epoch [11][7150/7330] lr: 5.133e-06, eta: 0:33:56, time: 0.271, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0391, loss_cls: 0.1776, acc: 93.2341, loss_bbox: 0.2385, loss_mask: 0.2279, loss: 0.7039 2024-05-27 20:52:27,133 - mmdet - INFO - Epoch [11][7200/7330] lr: 5.133e-06, eta: 0:33:43, time: 0.271, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0397, loss_cls: 0.1760, acc: 93.4421, loss_bbox: 0.2351, loss_mask: 0.2292, loss: 0.7022 2024-05-27 20:52:40,696 - mmdet - INFO - Epoch [11][7250/7330] lr: 5.133e-06, eta: 0:33:29, time: 0.271, data_time: 0.013, memory: 4109, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0367, loss_cls: 0.1651, acc: 93.7878, loss_bbox: 0.2209, loss_mask: 0.2195, loss: 0.6639 2024-05-27 20:52:54,395 - mmdet - INFO - Epoch [11][7300/7330] lr: 5.133e-06, eta: 0:33:16, time: 0.274, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0384, loss_cls: 0.1658, acc: 93.6953, loss_bbox: 0.2291, loss_mask: 0.2234, loss: 0.6778 2024-05-27 20:53:03,466 - mmdet - INFO - Saving checkpoint at 11 epochs 2024-05-27 20:53:43,837 - mmdet - INFO - Evaluating bbox... 2024-05-27 20:54:08,541 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.434 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.672 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.473 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.250 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.475 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.603 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.554 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.554 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.554 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.350 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.603 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.731 2024-05-27 20:54:08,542 - mmdet - INFO - Evaluating segm... 2024-05-27 20:54:36,039 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.395 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.634 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.419 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.178 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.431 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.610 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.508 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.508 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.508 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.293 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.559 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.707 2024-05-27 20:54:36,373 - mmdet - INFO - Exp name: mask_rcnn_deit_vit_b_fpn_1x_coco_bs16.py 2024-05-27 20:54:36,373 - mmdet - INFO - Epoch(val) [11][625] bbox_mAP: 0.4340, bbox_mAP_50: 0.6720, bbox_mAP_75: 0.4730, bbox_mAP_s: 0.2500, bbox_mAP_m: 0.4750, bbox_mAP_l: 0.6030, bbox_mAP_copypaste: 0.434 0.672 0.473 0.250 0.475 0.603, segm_mAP: 0.3950, segm_mAP_50: 0.6340, segm_mAP_75: 0.4190, segm_mAP_s: 0.1780, segm_mAP_m: 0.4310, segm_mAP_l: 0.6100, segm_mAP_copypaste: 0.395 0.634 0.419 0.178 0.431 0.610 2024-05-27 20:54:54,573 - mmdet - INFO - Epoch [12][50/7330] lr: 5.133e-07, eta: 0:32:54, time: 0.364, data_time: 0.080, memory: 4109, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0384, loss_cls: 0.1717, acc: 93.4336, loss_bbox: 0.2344, loss_mask: 0.2243, loss: 0.6912 2024-05-27 20:55:08,101 - mmdet - INFO - Epoch [12][100/7330] lr: 5.133e-07, eta: 0:32:40, time: 0.271, data_time: 0.019, memory: 4109, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0356, loss_cls: 0.1658, acc: 93.8259, loss_bbox: 0.2185, loss_mask: 0.2211, loss: 0.6630 2024-05-27 20:55:21,610 - mmdet - INFO - Epoch [12][150/7330] lr: 5.133e-07, eta: 0:32:27, time: 0.270, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0391, loss_cls: 0.1664, acc: 93.6992, loss_bbox: 0.2276, loss_mask: 0.2226, loss: 0.6783 2024-05-27 20:55:35,171 - mmdet - INFO - Epoch [12][200/7330] lr: 5.133e-07, eta: 0:32:13, time: 0.271, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0391, loss_cls: 0.1763, acc: 93.4409, loss_bbox: 0.2337, loss_mask: 0.2238, loss: 0.6968 2024-05-27 20:55:48,817 - mmdet - INFO - Epoch [12][250/7330] lr: 5.133e-07, eta: 0:32:00, time: 0.273, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0398, loss_cls: 0.1751, acc: 93.3481, loss_bbox: 0.2367, loss_mask: 0.2301, loss: 0.7075 2024-05-27 20:56:02,312 - mmdet - INFO - Epoch [12][300/7330] lr: 5.133e-07, eta: 0:31:46, time: 0.270, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0387, loss_cls: 0.1671, acc: 93.6423, loss_bbox: 0.2286, loss_mask: 0.2216, loss: 0.6775 2024-05-27 20:56:15,860 - mmdet - INFO - Epoch [12][350/7330] lr: 5.133e-07, eta: 0:31:32, time: 0.271, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0410, loss_cls: 0.1723, acc: 93.4443, loss_bbox: 0.2389, loss_mask: 0.2261, loss: 0.7002 2024-05-27 20:56:29,386 - mmdet - INFO - Epoch [12][400/7330] lr: 5.133e-07, eta: 0:31:19, time: 0.270, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0387, loss_cls: 0.1737, acc: 93.4514, loss_bbox: 0.2317, loss_mask: 0.2236, loss: 0.6889 2024-05-27 20:56:42,942 - mmdet - INFO - Epoch [12][450/7330] lr: 5.133e-07, eta: 0:31:05, time: 0.271, data_time: 0.018, memory: 4109, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0391, loss_cls: 0.1771, acc: 93.4175, loss_bbox: 0.2351, loss_mask: 0.2246, loss: 0.6983 2024-05-27 20:56:56,433 - mmdet - INFO - Epoch [12][500/7330] lr: 5.133e-07, eta: 0:30:52, time: 0.270, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0352, loss_cls: 0.1658, acc: 93.8916, loss_bbox: 0.2185, loss_mask: 0.2192, loss: 0.6590 2024-05-27 20:57:09,998 - mmdet - INFO - Epoch [12][550/7330] lr: 5.133e-07, eta: 0:30:38, time: 0.271, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0405, loss_cls: 0.1706, acc: 93.5254, loss_bbox: 0.2362, loss_mask: 0.2263, loss: 0.6955 2024-05-27 20:57:23,385 - mmdet - INFO - Epoch [12][600/7330] lr: 5.133e-07, eta: 0:30:25, time: 0.268, data_time: 0.013, memory: 4109, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0369, loss_cls: 0.1585, acc: 93.9409, loss_bbox: 0.2165, loss_mask: 0.2142, loss: 0.6470 2024-05-27 20:57:37,099 - mmdet - INFO - Epoch [12][650/7330] lr: 5.133e-07, eta: 0:30:11, time: 0.274, data_time: 0.018, memory: 4109, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0405, loss_cls: 0.1781, acc: 93.2268, loss_bbox: 0.2388, loss_mask: 0.2297, loss: 0.7102 2024-05-27 20:57:50,689 - mmdet - INFO - Epoch [12][700/7330] lr: 5.133e-07, eta: 0:29:57, time: 0.272, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0388, loss_cls: 0.1719, acc: 93.5181, loss_bbox: 0.2310, loss_mask: 0.2245, loss: 0.6885 2024-05-27 20:58:04,351 - mmdet - INFO - Epoch [12][750/7330] lr: 5.133e-07, eta: 0:29:44, time: 0.273, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0397, loss_cls: 0.1758, acc: 93.3447, loss_bbox: 0.2364, loss_mask: 0.2263, loss: 0.7011 2024-05-27 20:58:18,161 - mmdet - INFO - Epoch [12][800/7330] lr: 5.133e-07, eta: 0:29:30, time: 0.276, data_time: 0.013, memory: 4109, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0422, loss_cls: 0.1769, acc: 93.3958, loss_bbox: 0.2383, loss_mask: 0.2301, loss: 0.7129 2024-05-27 20:58:31,634 - mmdet - INFO - Epoch [12][850/7330] lr: 5.133e-07, eta: 0:29:17, time: 0.270, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0394, loss_cls: 0.1771, acc: 93.3511, loss_bbox: 0.2328, loss_mask: 0.2223, loss: 0.6934 2024-05-27 20:58:45,393 - mmdet - INFO - Epoch [12][900/7330] lr: 5.133e-07, eta: 0:29:03, time: 0.275, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0424, loss_cls: 0.1801, acc: 93.0796, loss_bbox: 0.2464, loss_mask: 0.2310, loss: 0.7236 2024-05-27 20:58:58,994 - mmdet - INFO - Epoch [12][950/7330] lr: 5.133e-07, eta: 0:28:50, time: 0.272, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0378, loss_cls: 0.1664, acc: 93.6455, loss_bbox: 0.2253, loss_mask: 0.2185, loss: 0.6692 2024-05-27 20:59:12,544 - mmdet - INFO - Epoch [12][1000/7330] lr: 5.133e-07, eta: 0:28:36, time: 0.271, data_time: 0.013, memory: 4109, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0374, loss_cls: 0.1652, acc: 93.8374, loss_bbox: 0.2221, loss_mask: 0.2200, loss: 0.6654 2024-05-27 20:59:26,320 - mmdet - INFO - Epoch [12][1050/7330] lr: 5.133e-07, eta: 0:28:23, time: 0.275, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0388, loss_cls: 0.1690, acc: 93.4470, loss_bbox: 0.2324, loss_mask: 0.2220, loss: 0.6830 2024-05-27 20:59:40,097 - mmdet - INFO - Epoch [12][1100/7330] lr: 5.133e-07, eta: 0:28:09, time: 0.276, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0391, loss_cls: 0.1669, acc: 93.6794, loss_bbox: 0.2238, loss_mask: 0.2245, loss: 0.6754 2024-05-27 20:59:53,919 - mmdet - INFO - Epoch [12][1150/7330] lr: 5.133e-07, eta: 0:27:56, time: 0.276, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0379, loss_cls: 0.1699, acc: 93.5876, loss_bbox: 0.2270, loss_mask: 0.2284, loss: 0.6839 2024-05-27 21:00:07,809 - mmdet - INFO - Epoch [12][1200/7330] lr: 5.133e-07, eta: 0:27:42, time: 0.278, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0383, loss_cls: 0.1767, acc: 93.3103, loss_bbox: 0.2350, loss_mask: 0.2257, loss: 0.6982 2024-05-27 21:00:21,602 - mmdet - INFO - Epoch [12][1250/7330] lr: 5.133e-07, eta: 0:27:28, time: 0.276, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0382, loss_cls: 0.1699, acc: 93.4597, loss_bbox: 0.2326, loss_mask: 0.2267, loss: 0.6900 2024-05-27 21:00:35,513 - mmdet - INFO - Epoch [12][1300/7330] lr: 5.133e-07, eta: 0:27:15, time: 0.278, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0402, loss_cls: 0.1753, acc: 93.3074, loss_bbox: 0.2366, loss_mask: 0.2269, loss: 0.7015 2024-05-27 21:00:49,403 - mmdet - INFO - Epoch [12][1350/7330] lr: 5.133e-07, eta: 0:27:01, time: 0.278, data_time: 0.019, memory: 4109, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0384, loss_cls: 0.1695, acc: 93.5645, loss_bbox: 0.2296, loss_mask: 0.2197, loss: 0.6787 2024-05-27 21:01:03,228 - mmdet - INFO - Epoch [12][1400/7330] lr: 5.133e-07, eta: 0:26:48, time: 0.276, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0403, loss_cls: 0.1729, acc: 93.4702, loss_bbox: 0.2298, loss_mask: 0.2194, loss: 0.6855 2024-05-27 21:01:17,004 - mmdet - INFO - Epoch [12][1450/7330] lr: 5.133e-07, eta: 0:26:34, time: 0.276, data_time: 0.013, memory: 4109, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0383, loss_cls: 0.1673, acc: 93.6558, loss_bbox: 0.2205, loss_mask: 0.2214, loss: 0.6688 2024-05-27 21:01:30,806 - mmdet - INFO - Epoch [12][1500/7330] lr: 5.133e-07, eta: 0:26:21, time: 0.276, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0411, loss_cls: 0.1723, acc: 93.4631, loss_bbox: 0.2359, loss_mask: 0.2280, loss: 0.7002 2024-05-27 21:01:44,460 - mmdet - INFO - Epoch [12][1550/7330] lr: 5.133e-07, eta: 0:26:07, time: 0.273, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0396, loss_cls: 0.1697, acc: 93.5671, loss_bbox: 0.2293, loss_mask: 0.2252, loss: 0.6860 2024-05-27 21:01:58,348 - mmdet - INFO - Epoch [12][1600/7330] lr: 5.133e-07, eta: 0:25:54, time: 0.278, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0241, loss_rpn_bbox: 0.0420, loss_cls: 0.1766, acc: 93.3303, loss_bbox: 0.2393, loss_mask: 0.2259, loss: 0.7079 2024-05-27 21:02:12,087 - mmdet - INFO - Epoch [12][1650/7330] lr: 5.133e-07, eta: 0:25:40, time: 0.275, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0381, loss_cls: 0.1702, acc: 93.5466, loss_bbox: 0.2323, loss_mask: 0.2245, loss: 0.6874 2024-05-27 21:02:25,926 - mmdet - INFO - Epoch [12][1700/7330] lr: 5.133e-07, eta: 0:25:27, time: 0.277, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0388, loss_cls: 0.1679, acc: 93.6907, loss_bbox: 0.2295, loss_mask: 0.2224, loss: 0.6799 2024-05-27 21:02:39,636 - mmdet - INFO - Epoch [12][1750/7330] lr: 5.133e-07, eta: 0:25:13, time: 0.274, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0244, loss_rpn_bbox: 0.0362, loss_cls: 0.1647, acc: 93.7915, loss_bbox: 0.2229, loss_mask: 0.2244, loss: 0.6727 2024-05-27 21:02:53,398 - mmdet - INFO - Epoch [12][1800/7330] lr: 5.133e-07, eta: 0:24:59, time: 0.275, data_time: 0.017, memory: 4109, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0393, loss_cls: 0.1768, acc: 93.3271, loss_bbox: 0.2306, loss_mask: 0.2254, loss: 0.6963 2024-05-27 21:03:07,147 - mmdet - INFO - Epoch [12][1850/7330] lr: 5.133e-07, eta: 0:24:46, time: 0.275, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0400, loss_cls: 0.1703, acc: 93.5723, loss_bbox: 0.2311, loss_mask: 0.2249, loss: 0.6881 2024-05-27 21:03:24,680 - mmdet - INFO - Epoch [12][1900/7330] lr: 5.133e-07, eta: 0:24:33, time: 0.351, data_time: 0.095, memory: 4109, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0388, loss_cls: 0.1673, acc: 93.6687, loss_bbox: 0.2268, loss_mask: 0.2305, loss: 0.6855 2024-05-27 21:03:38,464 - mmdet - INFO - Epoch [12][1950/7330] lr: 5.133e-07, eta: 0:24:19, time: 0.276, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0394, loss_cls: 0.1697, acc: 93.5222, loss_bbox: 0.2311, loss_mask: 0.2238, loss: 0.6851 2024-05-27 21:03:52,181 - mmdet - INFO - Epoch [12][2000/7330] lr: 5.133e-07, eta: 0:24:06, time: 0.274, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0387, loss_cls: 0.1727, acc: 93.5122, loss_bbox: 0.2340, loss_mask: 0.2293, loss: 0.6966 2024-05-27 21:04:05,960 - mmdet - INFO - Epoch [12][2050/7330] lr: 5.133e-07, eta: 0:23:52, time: 0.276, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0389, loss_cls: 0.1702, acc: 93.4683, loss_bbox: 0.2330, loss_mask: 0.2252, loss: 0.6892 2024-05-27 21:04:19,794 - mmdet - INFO - Epoch [12][2100/7330] lr: 5.133e-07, eta: 0:23:38, time: 0.277, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0415, loss_cls: 0.1709, acc: 93.5242, loss_bbox: 0.2322, loss_mask: 0.2220, loss: 0.6896 2024-05-27 21:04:33,411 - mmdet - INFO - Epoch [12][2150/7330] lr: 5.133e-07, eta: 0:23:25, time: 0.272, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0398, loss_cls: 0.1715, acc: 93.5149, loss_bbox: 0.2293, loss_mask: 0.2257, loss: 0.6890 2024-05-27 21:04:47,069 - mmdet - INFO - Epoch [12][2200/7330] lr: 5.133e-07, eta: 0:23:11, time: 0.273, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0390, loss_cls: 0.1664, acc: 93.6792, loss_bbox: 0.2243, loss_mask: 0.2229, loss: 0.6750 2024-05-27 21:05:00,658 - mmdet - INFO - Epoch [12][2250/7330] lr: 5.133e-07, eta: 0:22:58, time: 0.272, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0406, loss_cls: 0.1715, acc: 93.3926, loss_bbox: 0.2323, loss_mask: 0.2234, loss: 0.6902 2024-05-27 21:05:14,272 - mmdet - INFO - Epoch [12][2300/7330] lr: 5.133e-07, eta: 0:22:44, time: 0.272, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0386, loss_cls: 0.1651, acc: 93.6357, loss_bbox: 0.2261, loss_mask: 0.2216, loss: 0.6741 2024-05-27 21:05:27,818 - mmdet - INFO - Epoch [12][2350/7330] lr: 5.133e-07, eta: 0:22:31, time: 0.271, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0190, loss_rpn_bbox: 0.0364, loss_cls: 0.1641, acc: 93.8135, loss_bbox: 0.2194, loss_mask: 0.2202, loss: 0.6591 2024-05-27 21:05:41,457 - mmdet - INFO - Epoch [12][2400/7330] lr: 5.133e-07, eta: 0:22:17, time: 0.273, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0401, loss_cls: 0.1746, acc: 93.3586, loss_bbox: 0.2351, loss_mask: 0.2217, loss: 0.6942 2024-05-27 21:05:55,146 - mmdet - INFO - Epoch [12][2450/7330] lr: 5.133e-07, eta: 0:22:03, time: 0.274, data_time: 0.017, memory: 4109, loss_rpn_cls: 0.0238, loss_rpn_bbox: 0.0407, loss_cls: 0.1825, acc: 93.0647, loss_bbox: 0.2394, loss_mask: 0.2275, loss: 0.7138 2024-05-27 21:06:08,742 - mmdet - INFO - Epoch [12][2500/7330] lr: 5.133e-07, eta: 0:21:50, time: 0.272, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0377, loss_cls: 0.1680, acc: 93.7815, loss_bbox: 0.2212, loss_mask: 0.2210, loss: 0.6695 2024-05-27 21:06:22,498 - mmdet - INFO - Epoch [12][2550/7330] lr: 5.133e-07, eta: 0:21:36, time: 0.275, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0400, loss_cls: 0.1710, acc: 93.4404, loss_bbox: 0.2342, loss_mask: 0.2213, loss: 0.6881 2024-05-27 21:06:36,243 - mmdet - INFO - Epoch [12][2600/7330] lr: 5.133e-07, eta: 0:21:23, time: 0.275, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0382, loss_cls: 0.1737, acc: 93.4412, loss_bbox: 0.2366, loss_mask: 0.2260, loss: 0.6967 2024-05-27 21:06:49,833 - mmdet - INFO - Epoch [12][2650/7330] lr: 5.133e-07, eta: 0:21:09, time: 0.272, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0381, loss_cls: 0.1677, acc: 93.6377, loss_bbox: 0.2262, loss_mask: 0.2195, loss: 0.6726 2024-05-27 21:07:03,451 - mmdet - INFO - Epoch [12][2700/7330] lr: 5.133e-07, eta: 0:20:56, time: 0.272, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0385, loss_cls: 0.1682, acc: 93.5459, loss_bbox: 0.2275, loss_mask: 0.2221, loss: 0.6763 2024-05-27 21:07:17,108 - mmdet - INFO - Epoch [12][2750/7330] lr: 5.133e-07, eta: 0:20:42, time: 0.273, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0395, loss_cls: 0.1760, acc: 93.2993, loss_bbox: 0.2366, loss_mask: 0.2249, loss: 0.6995 2024-05-27 21:07:30,891 - mmdet - INFO - Epoch [12][2800/7330] lr: 5.133e-07, eta: 0:20:29, time: 0.276, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0234, loss_rpn_bbox: 0.0403, loss_cls: 0.1761, acc: 93.3484, loss_bbox: 0.2393, loss_mask: 0.2292, loss: 0.7082 2024-05-27 21:07:44,584 - mmdet - INFO - Epoch [12][2850/7330] lr: 5.133e-07, eta: 0:20:15, time: 0.274, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0386, loss_cls: 0.1727, acc: 93.4692, loss_bbox: 0.2367, loss_mask: 0.2297, loss: 0.7008 2024-05-27 21:07:58,303 - mmdet - INFO - Epoch [12][2900/7330] lr: 5.133e-07, eta: 0:20:01, time: 0.274, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0405, loss_cls: 0.1698, acc: 93.5718, loss_bbox: 0.2246, loss_mask: 0.2239, loss: 0.6815 2024-05-27 21:08:12,113 - mmdet - INFO - Epoch [12][2950/7330] lr: 5.133e-07, eta: 0:19:48, time: 0.276, data_time: 0.017, memory: 4109, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0431, loss_cls: 0.1842, acc: 92.9697, loss_bbox: 0.2472, loss_mask: 0.2277, loss: 0.7274 2024-05-27 21:08:25,761 - mmdet - INFO - Epoch [12][3000/7330] lr: 5.133e-07, eta: 0:19:34, time: 0.273, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0364, loss_cls: 0.1618, acc: 93.8271, loss_bbox: 0.2199, loss_mask: 0.2163, loss: 0.6550 2024-05-27 21:08:39,470 - mmdet - INFO - Epoch [12][3050/7330] lr: 5.133e-07, eta: 0:19:21, time: 0.274, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0373, loss_cls: 0.1745, acc: 93.4092, loss_bbox: 0.2329, loss_mask: 0.2232, loss: 0.6886 2024-05-27 21:08:53,153 - mmdet - INFO - Epoch [12][3100/7330] lr: 5.133e-07, eta: 0:19:07, time: 0.274, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0377, loss_cls: 0.1679, acc: 93.7361, loss_bbox: 0.2251, loss_mask: 0.2195, loss: 0.6720 2024-05-27 21:09:06,718 - mmdet - INFO - Epoch [12][3150/7330] lr: 5.133e-07, eta: 0:18:54, time: 0.271, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0401, loss_cls: 0.1756, acc: 93.4077, loss_bbox: 0.2341, loss_mask: 0.2315, loss: 0.7039 2024-05-27 21:09:20,350 - mmdet - INFO - Epoch [12][3200/7330] lr: 5.133e-07, eta: 0:18:40, time: 0.273, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0378, loss_cls: 0.1658, acc: 93.7158, loss_bbox: 0.2289, loss_mask: 0.2227, loss: 0.6760 2024-05-27 21:09:34,123 - mmdet - INFO - Epoch [12][3250/7330] lr: 5.133e-07, eta: 0:18:27, time: 0.275, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0385, loss_cls: 0.1719, acc: 93.4119, loss_bbox: 0.2327, loss_mask: 0.2260, loss: 0.6907 2024-05-27 21:09:47,740 - mmdet - INFO - Epoch [12][3300/7330] lr: 5.133e-07, eta: 0:18:13, time: 0.272, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0387, loss_cls: 0.1664, acc: 93.7134, loss_bbox: 0.2255, loss_mask: 0.2222, loss: 0.6756 2024-05-27 21:10:01,331 - mmdet - INFO - Epoch [12][3350/7330] lr: 5.133e-07, eta: 0:17:59, time: 0.272, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0408, loss_cls: 0.1754, acc: 93.3086, loss_bbox: 0.2372, loss_mask: 0.2274, loss: 0.7038 2024-05-27 21:10:14,891 - mmdet - INFO - Epoch [12][3400/7330] lr: 5.133e-07, eta: 0:17:46, time: 0.271, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0233, loss_rpn_bbox: 0.0399, loss_cls: 0.1720, acc: 93.4231, loss_bbox: 0.2325, loss_mask: 0.2234, loss: 0.6909 2024-05-27 21:10:28,622 - mmdet - INFO - Epoch [12][3450/7330] lr: 5.133e-07, eta: 0:17:32, time: 0.275, data_time: 0.017, memory: 4109, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0403, loss_cls: 0.1747, acc: 93.2642, loss_bbox: 0.2346, loss_mask: 0.2248, loss: 0.6964 2024-05-27 21:10:42,403 - mmdet - INFO - Epoch [12][3500/7330] lr: 5.133e-07, eta: 0:17:19, time: 0.276, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0418, loss_cls: 0.1758, acc: 93.4502, loss_bbox: 0.2395, loss_mask: 0.2227, loss: 0.7026 2024-05-27 21:10:56,096 - mmdet - INFO - Epoch [12][3550/7330] lr: 5.133e-07, eta: 0:17:05, time: 0.274, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0420, loss_cls: 0.1773, acc: 93.3499, loss_bbox: 0.2393, loss_mask: 0.2263, loss: 0.7081 2024-05-27 21:11:09,790 - mmdet - INFO - Epoch [12][3600/7330] lr: 5.133e-07, eta: 0:16:52, time: 0.274, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0403, loss_cls: 0.1787, acc: 93.2612, loss_bbox: 0.2415, loss_mask: 0.2277, loss: 0.7143 2024-05-27 21:11:23,438 - mmdet - INFO - Epoch [12][3650/7330] lr: 5.133e-07, eta: 0:16:38, time: 0.273, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0388, loss_cls: 0.1658, acc: 93.6130, loss_bbox: 0.2249, loss_mask: 0.2225, loss: 0.6733 2024-05-27 21:11:37,013 - mmdet - INFO - Epoch [12][3700/7330] lr: 5.133e-07, eta: 0:16:24, time: 0.272, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0386, loss_cls: 0.1653, acc: 93.6538, loss_bbox: 0.2297, loss_mask: 0.2245, loss: 0.6790 2024-05-27 21:11:50,636 - mmdet - INFO - Epoch [12][3750/7330] lr: 5.133e-07, eta: 0:16:11, time: 0.272, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0380, loss_cls: 0.1719, acc: 93.5190, loss_bbox: 0.2278, loss_mask: 0.2147, loss: 0.6741 2024-05-27 21:12:04,330 - mmdet - INFO - Epoch [12][3800/7330] lr: 5.133e-07, eta: 0:15:57, time: 0.274, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0385, loss_cls: 0.1728, acc: 93.5125, loss_bbox: 0.2316, loss_mask: 0.2261, loss: 0.6906 2024-05-27 21:12:18,064 - mmdet - INFO - Epoch [12][3850/7330] lr: 5.133e-07, eta: 0:15:44, time: 0.275, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0381, loss_cls: 0.1667, acc: 93.6663, loss_bbox: 0.2263, loss_mask: 0.2185, loss: 0.6709 2024-05-27 21:12:31,686 - mmdet - INFO - Epoch [12][3900/7330] lr: 5.133e-07, eta: 0:15:30, time: 0.272, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0379, loss_cls: 0.1680, acc: 93.5056, loss_bbox: 0.2278, loss_mask: 0.2244, loss: 0.6794 2024-05-27 21:12:45,344 - mmdet - INFO - Epoch [12][3950/7330] lr: 5.133e-07, eta: 0:15:17, time: 0.273, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0390, loss_cls: 0.1742, acc: 93.4617, loss_bbox: 0.2295, loss_mask: 0.2260, loss: 0.6915 2024-05-27 21:12:59,099 - mmdet - INFO - Epoch [12][4000/7330] lr: 5.133e-07, eta: 0:15:03, time: 0.275, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0402, loss_cls: 0.1738, acc: 93.5239, loss_bbox: 0.2332, loss_mask: 0.2228, loss: 0.6917 2024-05-27 21:13:12,691 - mmdet - INFO - Epoch [12][4050/7330] lr: 5.133e-07, eta: 0:14:50, time: 0.272, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0233, loss_rpn_bbox: 0.0409, loss_cls: 0.1754, acc: 93.3040, loss_bbox: 0.2369, loss_mask: 0.2266, loss: 0.7031 2024-05-27 21:13:26,278 - mmdet - INFO - Epoch [12][4100/7330] lr: 5.133e-07, eta: 0:14:36, time: 0.272, data_time: 0.013, memory: 4109, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0392, loss_cls: 0.1720, acc: 93.4641, loss_bbox: 0.2321, loss_mask: 0.2275, loss: 0.6929 2024-05-27 21:13:40,106 - mmdet - INFO - Epoch [12][4150/7330] lr: 5.133e-07, eta: 0:14:22, time: 0.277, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0396, loss_cls: 0.1662, acc: 93.5605, loss_bbox: 0.2356, loss_mask: 0.2246, loss: 0.6879 2024-05-27 21:13:53,723 - mmdet - INFO - Epoch [12][4200/7330] lr: 5.133e-07, eta: 0:14:09, time: 0.272, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0241, loss_rpn_bbox: 0.0395, loss_cls: 0.1694, acc: 93.6602, loss_bbox: 0.2298, loss_mask: 0.2221, loss: 0.6850 2024-05-27 21:14:07,448 - mmdet - INFO - Epoch [12][4250/7330] lr: 5.133e-07, eta: 0:13:55, time: 0.274, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0420, loss_cls: 0.1784, acc: 93.2241, loss_bbox: 0.2458, loss_mask: 0.2311, loss: 0.7203 2024-05-27 21:14:21,107 - mmdet - INFO - Epoch [12][4300/7330] lr: 5.133e-07, eta: 0:13:42, time: 0.273, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0403, loss_cls: 0.1707, acc: 93.4407, loss_bbox: 0.2340, loss_mask: 0.2226, loss: 0.6889 2024-05-27 21:14:34,847 - mmdet - INFO - Epoch [12][4350/7330] lr: 5.133e-07, eta: 0:13:28, time: 0.275, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0390, loss_cls: 0.1728, acc: 93.4646, loss_bbox: 0.2293, loss_mask: 0.2169, loss: 0.6800 2024-05-27 21:14:48,415 - mmdet - INFO - Epoch [12][4400/7330] lr: 5.133e-07, eta: 0:13:15, time: 0.271, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0408, loss_cls: 0.1798, acc: 93.1321, loss_bbox: 0.2409, loss_mask: 0.2341, loss: 0.7182 2024-05-27 21:15:01,909 - mmdet - INFO - Epoch [12][4450/7330] lr: 5.133e-07, eta: 0:13:01, time: 0.270, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0374, loss_cls: 0.1647, acc: 93.7732, loss_bbox: 0.2224, loss_mask: 0.2154, loss: 0.6609 2024-05-27 21:15:15,575 - mmdet - INFO - Epoch [12][4500/7330] lr: 5.133e-07, eta: 0:12:47, time: 0.273, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0388, loss_cls: 0.1708, acc: 93.4229, loss_bbox: 0.2368, loss_mask: 0.2273, loss: 0.6961 2024-05-27 21:15:29,138 - mmdet - INFO - Epoch [12][4550/7330] lr: 5.133e-07, eta: 0:12:34, time: 0.271, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0365, loss_cls: 0.1711, acc: 93.4167, loss_bbox: 0.2319, loss_mask: 0.2208, loss: 0.6808 2024-05-27 21:15:43,064 - mmdet - INFO - Epoch [12][4600/7330] lr: 5.133e-07, eta: 0:12:20, time: 0.279, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0395, loss_cls: 0.1725, acc: 93.4741, loss_bbox: 0.2360, loss_mask: 0.2243, loss: 0.6943 2024-05-27 21:15:56,815 - mmdet - INFO - Epoch [12][4650/7330] lr: 5.133e-07, eta: 0:12:07, time: 0.275, data_time: 0.018, memory: 4109, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0426, loss_cls: 0.1867, acc: 93.0884, loss_bbox: 0.2412, loss_mask: 0.2288, loss: 0.7250 2024-05-27 21:16:10,529 - mmdet - INFO - Epoch [12][4700/7330] lr: 5.133e-07, eta: 0:11:53, time: 0.274, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0241, loss_rpn_bbox: 0.0389, loss_cls: 0.1734, acc: 93.5120, loss_bbox: 0.2291, loss_mask: 0.2206, loss: 0.6861 2024-05-27 21:16:24,315 - mmdet - INFO - Epoch [12][4750/7330] lr: 5.133e-07, eta: 0:11:40, time: 0.276, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0377, loss_cls: 0.1692, acc: 93.4934, loss_bbox: 0.2320, loss_mask: 0.2234, loss: 0.6831 2024-05-27 21:16:38,021 - mmdet - INFO - Epoch [12][4800/7330] lr: 5.133e-07, eta: 0:11:26, time: 0.274, data_time: 0.017, memory: 4109, loss_rpn_cls: 0.0238, loss_rpn_bbox: 0.0385, loss_cls: 0.1712, acc: 93.5486, loss_bbox: 0.2305, loss_mask: 0.2236, loss: 0.6876 2024-05-27 21:16:51,741 - mmdet - INFO - Epoch [12][4850/7330] lr: 5.133e-07, eta: 0:11:13, time: 0.274, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0362, loss_cls: 0.1589, acc: 93.9255, loss_bbox: 0.2193, loss_mask: 0.2227, loss: 0.6575 2024-05-27 21:17:05,456 - mmdet - INFO - Epoch [12][4900/7330] lr: 5.133e-07, eta: 0:10:59, time: 0.274, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0377, loss_cls: 0.1655, acc: 93.6548, loss_bbox: 0.2283, loss_mask: 0.2251, loss: 0.6782 2024-05-27 21:17:19,299 - mmdet - INFO - Epoch [12][4950/7330] lr: 5.133e-07, eta: 0:10:45, time: 0.277, data_time: 0.018, memory: 4109, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0401, loss_cls: 0.1729, acc: 93.3679, loss_bbox: 0.2367, loss_mask: 0.2261, loss: 0.6968 2024-05-27 21:17:33,086 - mmdet - INFO - Epoch [12][5000/7330] lr: 5.133e-07, eta: 0:10:32, time: 0.276, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0355, loss_cls: 0.1645, acc: 93.6765, loss_bbox: 0.2246, loss_mask: 0.2211, loss: 0.6673 2024-05-27 21:17:46,973 - mmdet - INFO - Epoch [12][5050/7330] lr: 5.133e-07, eta: 0:10:18, time: 0.278, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0376, loss_cls: 0.1714, acc: 93.5354, loss_bbox: 0.2321, loss_mask: 0.2215, loss: 0.6843 2024-05-27 21:18:00,663 - mmdet - INFO - Epoch [12][5100/7330] lr: 5.133e-07, eta: 0:10:05, time: 0.274, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0387, loss_cls: 0.1659, acc: 93.7024, loss_bbox: 0.2274, loss_mask: 0.2238, loss: 0.6779 2024-05-27 21:18:14,678 - mmdet - INFO - Epoch [12][5150/7330] lr: 5.133e-07, eta: 0:09:51, time: 0.280, data_time: 0.020, memory: 4109, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0419, loss_cls: 0.1838, acc: 93.0396, loss_bbox: 0.2454, loss_mask: 0.2330, loss: 0.7302 2024-05-27 21:18:28,546 - mmdet - INFO - Epoch [12][5200/7330] lr: 5.133e-07, eta: 0:09:38, time: 0.277, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0400, loss_cls: 0.1673, acc: 93.6580, loss_bbox: 0.2304, loss_mask: 0.2239, loss: 0.6841 2024-05-27 21:18:42,284 - mmdet - INFO - Epoch [12][5250/7330] lr: 5.133e-07, eta: 0:09:24, time: 0.275, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0370, loss_cls: 0.1661, acc: 93.7627, loss_bbox: 0.2184, loss_mask: 0.2197, loss: 0.6637 2024-05-27 21:18:55,957 - mmdet - INFO - Epoch [12][5300/7330] lr: 5.133e-07, eta: 0:09:10, time: 0.273, data_time: 0.018, memory: 4109, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0353, loss_cls: 0.1620, acc: 93.8582, loss_bbox: 0.2192, loss_mask: 0.2142, loss: 0.6513 2024-05-27 21:19:09,774 - mmdet - INFO - Epoch [12][5350/7330] lr: 5.133e-07, eta: 0:08:57, time: 0.276, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0397, loss_cls: 0.1783, acc: 93.3762, loss_bbox: 0.2365, loss_mask: 0.2259, loss: 0.7053 2024-05-27 21:19:23,496 - mmdet - INFO - Epoch [12][5400/7330] lr: 5.133e-07, eta: 0:08:43, time: 0.274, data_time: 0.013, memory: 4109, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0396, loss_cls: 0.1747, acc: 93.4282, loss_bbox: 0.2327, loss_mask: 0.2224, loss: 0.6918 2024-05-27 21:19:37,421 - mmdet - INFO - Epoch [12][5450/7330] lr: 5.133e-07, eta: 0:08:30, time: 0.278, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0404, loss_cls: 0.1764, acc: 93.2656, loss_bbox: 0.2379, loss_mask: 0.2280, loss: 0.7067 2024-05-27 21:19:50,998 - mmdet - INFO - Epoch [12][5500/7330] lr: 5.133e-07, eta: 0:08:16, time: 0.272, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0361, loss_cls: 0.1604, acc: 93.8411, loss_bbox: 0.2212, loss_mask: 0.2221, loss: 0.6607 2024-05-27 21:20:04,910 - mmdet - INFO - Epoch [12][5550/7330] lr: 5.133e-07, eta: 0:08:03, time: 0.278, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0405, loss_cls: 0.1682, acc: 93.4900, loss_bbox: 0.2318, loss_mask: 0.2251, loss: 0.6869 2024-05-27 21:20:18,814 - mmdet - INFO - Epoch [12][5600/7330] lr: 5.133e-07, eta: 0:07:49, time: 0.278, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0425, loss_cls: 0.1769, acc: 93.2634, loss_bbox: 0.2392, loss_mask: 0.2272, loss: 0.7110 2024-05-27 21:20:32,749 - mmdet - INFO - Epoch [12][5650/7330] lr: 5.133e-07, eta: 0:07:35, time: 0.279, data_time: 0.013, memory: 4109, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0390, loss_cls: 0.1661, acc: 93.6238, loss_bbox: 0.2325, loss_mask: 0.2181, loss: 0.6769 2024-05-27 21:20:46,530 - mmdet - INFO - Epoch [12][5700/7330] lr: 5.133e-07, eta: 0:07:22, time: 0.276, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0372, loss_cls: 0.1682, acc: 93.6877, loss_bbox: 0.2289, loss_mask: 0.2253, loss: 0.6812 2024-05-27 21:21:00,210 - mmdet - INFO - Epoch [12][5750/7330] lr: 5.133e-07, eta: 0:07:08, time: 0.274, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0386, loss_cls: 0.1745, acc: 93.4214, loss_bbox: 0.2310, loss_mask: 0.2248, loss: 0.6914 2024-05-27 21:21:14,108 - mmdet - INFO - Epoch [12][5800/7330] lr: 5.133e-07, eta: 0:06:55, time: 0.278, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0234, loss_rpn_bbox: 0.0405, loss_cls: 0.1773, acc: 93.2937, loss_bbox: 0.2371, loss_mask: 0.2293, loss: 0.7076 2024-05-27 21:21:27,816 - mmdet - INFO - Epoch [12][5850/7330] lr: 5.133e-07, eta: 0:06:41, time: 0.274, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0362, loss_cls: 0.1672, acc: 93.6963, loss_bbox: 0.2242, loss_mask: 0.2208, loss: 0.6708 2024-05-27 21:21:41,700 - mmdet - INFO - Epoch [12][5900/7330] lr: 5.133e-07, eta: 0:06:28, time: 0.278, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0367, loss_cls: 0.1669, acc: 93.6636, loss_bbox: 0.2287, loss_mask: 0.2262, loss: 0.6780 2024-05-27 21:21:55,681 - mmdet - INFO - Epoch [12][5950/7330] lr: 5.133e-07, eta: 0:06:14, time: 0.280, data_time: 0.017, memory: 4109, loss_rpn_cls: 0.0241, loss_rpn_bbox: 0.0419, loss_cls: 0.1819, acc: 93.0042, loss_bbox: 0.2461, loss_mask: 0.2304, loss: 0.7244 2024-05-27 21:22:09,389 - mmdet - INFO - Epoch [12][6000/7330] lr: 5.133e-07, eta: 0:06:01, time: 0.274, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0377, loss_cls: 0.1685, acc: 93.6013, loss_bbox: 0.2261, loss_mask: 0.2234, loss: 0.6763 2024-05-27 21:22:23,406 - mmdet - INFO - Epoch [12][6050/7330] lr: 5.133e-07, eta: 0:05:47, time: 0.280, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0389, loss_cls: 0.1736, acc: 93.3840, loss_bbox: 0.2362, loss_mask: 0.2210, loss: 0.6907 2024-05-27 21:22:37,217 - mmdet - INFO - Epoch [12][6100/7330] lr: 5.133e-07, eta: 0:05:33, time: 0.276, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0407, loss_cls: 0.1798, acc: 93.1768, loss_bbox: 0.2396, loss_mask: 0.2246, loss: 0.7065 2024-05-27 21:22:50,997 - mmdet - INFO - Epoch [12][6150/7330] lr: 5.133e-07, eta: 0:05:20, time: 0.276, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0385, loss_cls: 0.1640, acc: 93.7615, loss_bbox: 0.2269, loss_mask: 0.2220, loss: 0.6722 2024-05-27 21:23:04,938 - mmdet - INFO - Epoch [12][6200/7330] lr: 5.133e-07, eta: 0:05:06, time: 0.279, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0373, loss_cls: 0.1741, acc: 93.4341, loss_bbox: 0.2352, loss_mask: 0.2229, loss: 0.6908 2024-05-27 21:23:18,883 - mmdet - INFO - Epoch [12][6250/7330] lr: 5.133e-07, eta: 0:04:53, time: 0.279, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0423, loss_cls: 0.1803, acc: 93.1021, loss_bbox: 0.2407, loss_mask: 0.2251, loss: 0.7122 2024-05-27 21:23:32,628 - mmdet - INFO - Epoch [12][6300/7330] lr: 5.133e-07, eta: 0:04:39, time: 0.275, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0395, loss_cls: 0.1703, acc: 93.5603, loss_bbox: 0.2265, loss_mask: 0.2225, loss: 0.6816 2024-05-27 21:23:46,579 - mmdet - INFO - Epoch [12][6350/7330] lr: 5.133e-07, eta: 0:04:26, time: 0.279, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0413, loss_cls: 0.1713, acc: 93.4468, loss_bbox: 0.2351, loss_mask: 0.2241, loss: 0.6937 2024-05-27 21:24:00,318 - mmdet - INFO - Epoch [12][6400/7330] lr: 5.133e-07, eta: 0:04:12, time: 0.275, data_time: 0.017, memory: 4109, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0373, loss_cls: 0.1650, acc: 93.7446, loss_bbox: 0.2252, loss_mask: 0.2204, loss: 0.6674 2024-05-27 21:24:14,129 - mmdet - INFO - Epoch [12][6450/7330] lr: 5.133e-07, eta: 0:03:58, time: 0.276, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0397, loss_cls: 0.1727, acc: 93.3728, loss_bbox: 0.2355, loss_mask: 0.2247, loss: 0.6944 2024-05-27 21:24:27,845 - mmdet - INFO - Epoch [12][6500/7330] lr: 5.133e-07, eta: 0:03:45, time: 0.274, data_time: 0.013, memory: 4109, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0386, loss_cls: 0.1624, acc: 93.8037, loss_bbox: 0.2203, loss_mask: 0.2222, loss: 0.6661 2024-05-27 21:24:41,642 - mmdet - INFO - Epoch [12][6550/7330] lr: 5.133e-07, eta: 0:03:31, time: 0.276, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0425, loss_cls: 0.1763, acc: 93.2522, loss_bbox: 0.2364, loss_mask: 0.2259, loss: 0.7048 2024-05-27 21:24:55,540 - mmdet - INFO - Epoch [12][6600/7330] lr: 5.133e-07, eta: 0:03:18, time: 0.278, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0387, loss_cls: 0.1738, acc: 93.5225, loss_bbox: 0.2282, loss_mask: 0.2173, loss: 0.6815 2024-05-27 21:25:09,318 - mmdet - INFO - Epoch [12][6650/7330] lr: 5.133e-07, eta: 0:03:04, time: 0.276, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0375, loss_cls: 0.1707, acc: 93.5645, loss_bbox: 0.2302, loss_mask: 0.2276, loss: 0.6884 2024-05-27 21:25:23,012 - mmdet - INFO - Epoch [12][6700/7330] lr: 5.133e-07, eta: 0:02:51, time: 0.274, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0388, loss_cls: 0.1685, acc: 93.6704, loss_bbox: 0.2265, loss_mask: 0.2236, loss: 0.6788 2024-05-27 21:25:37,075 - mmdet - INFO - Epoch [12][6750/7330] lr: 5.133e-07, eta: 0:02:37, time: 0.281, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0442, loss_cls: 0.1761, acc: 93.2661, loss_bbox: 0.2431, loss_mask: 0.2301, loss: 0.7174 2024-05-27 21:25:50,828 - mmdet - INFO - Epoch [12][6800/7330] lr: 5.133e-07, eta: 0:02:23, time: 0.275, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0377, loss_cls: 0.1693, acc: 93.6113, loss_bbox: 0.2283, loss_mask: 0.2170, loss: 0.6730 2024-05-27 21:26:04,428 - mmdet - INFO - Epoch [12][6850/7330] lr: 5.133e-07, eta: 0:02:10, time: 0.272, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0373, loss_cls: 0.1666, acc: 93.7095, loss_bbox: 0.2282, loss_mask: 0.2210, loss: 0.6731 2024-05-27 21:26:18,122 - mmdet - INFO - Epoch [12][6900/7330] lr: 5.133e-07, eta: 0:01:56, time: 0.274, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0376, loss_cls: 0.1703, acc: 93.5017, loss_bbox: 0.2307, loss_mask: 0.2201, loss: 0.6803 2024-05-27 21:26:31,905 - mmdet - INFO - Epoch [12][6950/7330] lr: 5.133e-07, eta: 0:01:43, time: 0.276, data_time: 0.017, memory: 4109, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0376, loss_cls: 0.1702, acc: 93.5518, loss_bbox: 0.2328, loss_mask: 0.2205, loss: 0.6815 2024-05-27 21:26:45,762 - mmdet - INFO - Epoch [12][7000/7330] lr: 5.133e-07, eta: 0:01:29, time: 0.277, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0353, loss_cls: 0.1675, acc: 93.6519, loss_bbox: 0.2258, loss_mask: 0.2165, loss: 0.6658 2024-05-27 21:26:59,666 - mmdet - INFO - Epoch [12][7050/7330] lr: 5.133e-07, eta: 0:01:16, time: 0.278, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0238, loss_rpn_bbox: 0.0405, loss_cls: 0.1699, acc: 93.5576, loss_bbox: 0.2295, loss_mask: 0.2192, loss: 0.6828 2024-05-27 21:27:13,446 - mmdet - INFO - Epoch [12][7100/7330] lr: 5.133e-07, eta: 0:01:02, time: 0.276, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0370, loss_cls: 0.1684, acc: 93.7078, loss_bbox: 0.2270, loss_mask: 0.2276, loss: 0.6828 2024-05-27 21:27:27,157 - mmdet - INFO - Epoch [12][7150/7330] lr: 5.133e-07, eta: 0:00:48, time: 0.274, data_time: 0.018, memory: 4109, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0403, loss_cls: 0.1729, acc: 93.4011, loss_bbox: 0.2337, loss_mask: 0.2237, loss: 0.6921 2024-05-27 21:27:40,853 - mmdet - INFO - Epoch [12][7200/7330] lr: 5.133e-07, eta: 0:00:35, time: 0.274, data_time: 0.014, memory: 4109, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0399, loss_cls: 0.1671, acc: 93.6060, loss_bbox: 0.2313, loss_mask: 0.2233, loss: 0.6831 2024-05-27 21:27:54,660 - mmdet - INFO - Epoch [12][7250/7330] lr: 5.133e-07, eta: 0:00:21, time: 0.276, data_time: 0.015, memory: 4109, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0415, loss_cls: 0.1768, acc: 93.2686, loss_bbox: 0.2375, loss_mask: 0.2287, loss: 0.7076 2024-05-27 21:28:08,467 - mmdet - INFO - Epoch [12][7300/7330] lr: 5.133e-07, eta: 0:00:08, time: 0.276, data_time: 0.016, memory: 4109, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0402, loss_cls: 0.1698, acc: 93.6545, loss_bbox: 0.2289, loss_mask: 0.2231, loss: 0.6837 2024-05-27 21:28:17,480 - mmdet - INFO - Saving checkpoint at 12 epochs 2024-05-27 21:28:55,219 - mmdet - INFO - Evaluating bbox... 2024-05-27 21:29:19,553 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.437 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.672 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.476 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.251 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.479 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.600 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.555 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.555 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.555 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.348 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.605 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.727 2024-05-27 21:29:19,553 - mmdet - INFO - Evaluating segm... 2024-05-27 21:29:43,781 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.397 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.632 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.421 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.182 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.434 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.609 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.508 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.508 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.508 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.290 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.560 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.703 2024-05-27 21:29:44,103 - mmdet - INFO - Exp name: mask_rcnn_deit_vit_b_fpn_1x_coco_bs16.py 2024-05-27 21:29:44,104 - mmdet - INFO - Epoch(val) [12][625] bbox_mAP: 0.4370, bbox_mAP_50: 0.6720, bbox_mAP_75: 0.4760, bbox_mAP_s: 0.2510, bbox_mAP_m: 0.4790, bbox_mAP_l: 0.6000, bbox_mAP_copypaste: 0.437 0.672 0.476 0.251 0.479 0.600, segm_mAP: 0.3970, segm_mAP_50: 0.6320, segm_mAP_75: 0.4210, segm_mAP_s: 0.1820, segm_mAP_m: 0.4340, segm_mAP_l: 0.6090, segm_mAP_copypaste: 0.397 0.632 0.421 0.182 0.434 0.609